Flight Opportunities Infusion — Research Log¶

Tracing FO flight-tested technologies to downstream impact.

Session 100 — 2026-04-07¶

What I did¶

Stale page refresh batch 49: Updated 3 stalest organization pages:
Rhea Space Activity (Session 63→100) — SIGNIFICANT UPDATE. Two major new developments: (a) Varda W-6 hypersonic AutoNav test (Mar 30, 2026) — first flight validation of celestial navigation on a hypersonic reentry vehicle, launched on SpaceX Transporter-16, funded by AFRL. Tests through plasma sheath GPS/radio blackout. (b) Australian subsidiary launched (Sep 2024) for AUKUS submarine GPS-denied navigation — Collins-class now, SSN-AUKUS nuclear subs by 2030, plus Hunter/Anzac frigates. Private funding: $750K total. Press coverage as GPS-denied navigation leader (The National, Apr 2026). USASpending: 14 awards, $10.2M+ (unchanged in total). CP-12 still NET 2030.
Zandef Deksit (Session 64→100) — NO CHANGE. No Phase II SBIR. No CLPS flight host. No web updates. 14 months since Phase I closed. Approaching dead-end threshold.
NIWC Pacific SOLD (Session 66→100) — NO MATERIAL CHANGE. LaCE ended May 2025 as expected. CACI EST Phase 2 progressing. SDA Tranche 1 mesh still behind (~3 months). CrossBeam operational 4+ years on Blackjack.
Created 3 new KB pages from uninvestigated project backlog:
organizations/ucf-ejecta-storm.md — 106706 UCF Ejecta STORM TRL 4→6. PI Philip Metzger (former KSC). 4-laser instrument for lunar plume particle sizing. Flight-tested on Masten Xaero (Oct 2021) and Astrobotic Xodiac (Oct 2023, first Astrobotic customer campaign). MDPI Aerospace 2024 paper + SPIE 2023. Spawned commercial successor Truventic EjectaBLAST [158364]. Foundational data for Artemis landing pad design standards.
organizations/truventic-ejectablast.md — 158364 Truventic EjectaBLAST TRL 4→6 target, active through Apr 2026 (ending this month). Founded by UCF physicist Robert Peale. $5.4M across 9 USASpending awards — NASA $925K (ejecta particle sizer SBIR I/II) + $4.5M DoD (IR detectors, graphene Josephson junctions, plasmonic scene projectors). SBIR portfolio company with parallel DoD business sustaining the NASA ejecta work.
organizations/jhu-vestibulo-ocular.md — 12195 JHU vestibulo-ocular assessment TRL 4→6. PI Mark Shelhamer (former NASA HRP Chief Scientist 2013-2016). VAN/TAN technique for rapid vestibular health screening without eye tracking. Patent US9072481 (filed 2010, pre-FO). J Neuroscience Methods 2017 paper. "Advanced To" outcome. No commercial product — research tool within JHU. Shelhamer continues at JHU Human Spaceflight Lab with book chapter (Jan 2025) and npj Microgravity paper (Dec 2025).
Updated existing pages: fo-portfolio-tracker.md (3 entries updated from "no full page" to new pages, tracker timestamp), index.md (3 new org entries + timestamp)

What I found¶

The Ejecta STORM → EjectaBLAST lineage is the cleanest academic-to-commercial FO succession documented. Metzger (UCF/CLASS) develops the science instrument, Peale (UCF/Truventic) builds the commercial version. Same university, sequential FO projects, shared co-investigators. Truventic's $4.5M DoD IR detector business cross-subsidizes the $925K NASA ejecta work — this dual-revenue model is why a small startup can sustain a niche lunar instrument line.

Rhea Space Activity is the fastest-growing FO company by domain expansion. From one FO project (JAM cislunar nav) to 5 domains: space, air (Varda hypersonic), land (Army ANVIL ATAK), sea (AUKUS submarines), and now orbit (Space Force VANGUARD RPO). All from the same Deep Impact algorithm lineage. $10.2M+ federal, expanding internationally. This is one of the strongest small-company FO stories — compare to Saber Astronautics (software pivot) or Falcon ExoDynamics (TechLeap winner).

Session 100 milestone note. This KB has now conducted 100 research sessions. 134 organization pages, 22 topic pages, 154 linkages, 445 projects triaged (100% coverage). The remaining uninvestigated backlog is academic/research projects with no expected commercial outcome — the high-signal projects have all been investigated. Stale refresh batches are now the primary maintenance activity.

Surprise assessment¶

Expectation: Expected Rhea to be mostly unchanged (small company, slow contract cycle). Expected Zandef Deksit to still be stalled. Expected NIWC to have some EST updates.
Delta: MEDIUM — Rhea was the surprise. The Varda W-6 hypersonic test (Mar 30, 2026) and AUKUS submarine subsidiary were both unexpected — significant domain expansion. Zandef and NIWC were as expected. The Ejecta STORM → EjectaBLAST lineage was cleaner than expected (direct academic→commercial succession is unusual in FO).

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~112 projects in DONE (3 new: 158364, 12195, 106706)
134 org pages (3 new)
22 topic pages (0 new)
154 linkages (unchanged)

What's next¶

Session 101 options: 1. Artemis II splashdown integration (April 10, ~3 days) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster, and all Artemis-relevant pages. TIME-SENSITIVE. 2. NG-3 launch integration (April 10-14) — Blue Origin Lidar booster reuse milestone. 3. Stale refresh batch 50 — Next stalest: Final Frontier Design (Session 67), FOMS Mercury ZBLAN (Session 67), Virgin Orbit (Session 67). 4. New investigations from backlog — Continue drawing down: MIT SPHERES [91335], Stanford hemodynamics [12253], Purdue surgical [106655]. 5. Zandef Deksit dead-end decision — 14 months since Phase I closed, no follow-on. Consider moving to dead_ends/.

Recommended: If running April 10+, Option 1 (Artemis II). Otherwise Option 3 + 4 (stale refresh + new investigations).

Session 99 — 2026-04-07¶

What I did¶

Stale page refresh batch 48: Updated 3 stalest organization pages (all Session 61):
AeroFly LLC — No material change. USASpending unchanged ($1.20M). Phase I SBIR (auger-dryer, 80NSSC25C0124) ending Apr 2026 — Phase II decision imminent. Full-scale 30-foot model expected summer 2026.
Ultrasonic Technology Solutions — No material change. USASpending unchanged ($3.0M). ICES 2025 paper published. Phase III active through Sep 2026. No commercial product launch news.
Ambrosia Space — Negative signal: Air Force STTR Phase I ended Oct 2025, no Phase II visible in USASpending. Still listed "unfunded" on Tracxn. ABBY ISS mission target of "summer 2026" is imminent with no public timeline updates. Assessment updated to flag viability risk.
Created 4 new KB pages from uninvestigated project backlog:
organizations/asu-cubesounder.md — 106656 ASU CubeSounder TRL 4→6, mm-wave weather sounder on World View balloons, Closed Out Apr 2025. PI Bryan's TechPort email @jpl.nasa.gov suggests move to JPL. No commercial entity formed despite stated intent. NOAA commercial weather data market exists but was not pursued.
organizations/vanderbilt-viper-microfluidics.md — 106604 Vanderbilt VIPER TRL 4→4 (stagnation). PI John Wikswo has 47 patents and 2 R&D 100 Awards but the FO project didn't advance TRL in 5.5 years. Wikswo founding Regemus Technologies to commercialize microfluidic perfusion — FO was minor in a massive portfolio.
organizations/uofl-dehydrated-rbc.md — 155246 UofL dehydrated red blood cells, TRL 5→7 target, active through Jun 2026. PI Pantalos's 4th FO project (14-year arc). Ambient-temperature blood storage for spaceflight + battlefield medicine. ZERO-G validated Nov 2019. NTRS 2024 publication. No DoD funding despite obvious dual-use — "last mile" gap.
organizations/cmu-herds-deployable.md — 182833 CMU HERDS, TRL 3→6 target, active 2025–2028. PI Manchester (NSF CAREER), co-I Lipton (Northeastern). 50-100× expansion deployable trusses via PET + kresling mechanisms. Parabolic flight tested 2025. IEEE Aerospace 2024 paper. Artificial gravity habitats — most architecturally ambitious tech in current FO cohort.
Updated existing pages: fo-portfolio-tracker.md (4 entries updated from "no full page" to new pages, tracker timestamp), index.md (4 new org entries, timestamp)

What I found¶

PI mobility pattern (CubeSounder): Sean Bryan's TechPort email is @jpl.nasa.gov despite ASU being lead org. If confirmed, this is another example of "PI carries FO-matured expertise to a major center" — joining JPL's mm-wave atmospheric sounding group. Compare to Aaron Parness (Gecko Gripper PI) leaving JPL for Amazon Robotics.

TRL stagnation pattern (Vanderbilt VIPER): A 2025 Master Innovator with 47 patents couldn't advance TRL in a 5.5-year FO project. The lesson: FO is a minor funding source for senior academic PIs with massive portfolios. Technology matures through bigger programs (DARPA, NIH, DOE). FO's contribution is real but invisible in the outcome chain.

Dual-use gap (UofL RBCs): Dehydrated blood is perhaps FO's most important life-support technology with zero downstream traction. The military application is obvious (battlefield transfusion without cold chain), and DARPA/DHA have funded blood preservation research separately, but Pantalos's team hasn't connected to DoD funding. This is the quintessential "last mile" technology transfer failure — great science, clear need, no bridge.

Ambrosia negative signal: No Air Force STTR Phase II + still "unfunded" after 3 years = increasing viability risk. The ABBY ISS mission (summer 2026) is now the only remaining catalyst.

Surprise assessment¶

Expectation: Expected CubeSounder to have some commercial traction given "commercializing" statement. Expected VIPER to have at least TRL 5 given 5.5-year runtime. Expected UofL RBCs to have DoD interest.
Delta: MEDIUM — All three expectations were wrong. CubeSounder has no commercial vehicle. VIPER TRL is 4→4 (not 4→6 as listed in tracker — corrected). UofL RBCs have no DoD contracts. Ambrosia's negative signal was expected but now confirmed.
The positive surprise: HERDS is more developed than expected — parabolic flight already completed in 2025 (year 1 of a 3-year project), IEEE Aerospace paper published pre-FO, and the artificial gravity habitat application has real engineering analysis (Gateway factor of safety >1.5).

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~109 projects in DONE (4 new: 106656, 106604, 155246, 182833)
131 org pages (4 new)
22 topic pages (0 new)
154 linkages (unchanged — academic projects don't have USASpending linkages)

What's next¶

Session 100 options: 1. Artemis II splashdown integration (April 10, ~3 days) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster, and all Artemis-relevant pages. TIME-SENSITIVE. 2. NG-3 launch integration (April 10-14) — Blue Origin Lidar booster reuse milestone. 3. Stale refresh batch 49 — Next stalest: Northrop Grumman CNT (Session 66), Purdue Collicott (Session 66), NIWC Pacific (Session 66). 4. New investigations from backlog — Continue drawing down uninvestigated projects with pages: Truventic EjectaBLAST [158364], Texas A&M SNAP [106606], UC Davis CHANGES [106665]. 5. Session 100 milestone — Consider: KB state-of-the-art summary, meta-analysis of investigation patterns, or special topic.

Recommended: If running April 10+, Option 1 (Artemis II). Otherwise Option 3 + 4 (stale refresh + new investigations). Option 5 is a nice milestone marker if combined with other work.

Session 98 — 2026-04-07¶

What I did¶

Completed the outcome-bearing project backlog: Deep-investigated the final 5 FO projects with technologyOutcomes that hadn't been audited: 14153 (Gannon cosmic ray), 106695 (UF FLEX), 94005 (Northwestern nanofoams), 12182 (UF telemetric bio imaging), 91334 (LPX lunar plant growth).
Created 2 new KB pages:
organizations/gannon-cosmic-ray.md — STEM education archetype; SiPM validation paper; World View balloon; no downstream impact
organizations/arc-lpx-lunar-plants.md — Chris McKay's lunar plant watering system; Moon Express/GLXP lost; conceptual ancestor to LEAF (Artemis III)
Corrected 1 existing page:
organizations/uf-ferl-paul-space-plants.md — FLEX TRL was listed as 6→7 but TechPort shows current TRL = 6 (target 7 not reached). Also documented erroneous outcome linkages on both [12182] and [106695].
Major data quality expansion: Found 4 more projects with erroneous technologyOutcomes linkages (Gannon, UF×2, Northwestern), bringing the total to 6 out of 30 FO outcome-bearing projects (20%). Updated topics/techport-outcome-data-quality.md with detailed tables. Also found 1 legitimate lineage: LPX [91334] ← [10602] Lunar Plants Prototype (same PI, same center, same concept).

What I found¶

The erroneous linkage pattern is much more prevalent than Session 97 estimated. Session 97 found 2 projects with erroneous linkages (7%); Session 98 adds 4 more, bringing the total to 6 of 30 (20%). Every outcome record across these 5 projects links to an unrelated project in a different program, different org, and different tech area — except the one legitimate LPX ← Lunar Plants Prototype link. This strongly suggests the linkages are a systematic data migration artifact, not manual data entry.

LPX is the most interesting new find. Chris McKay's attempt to grow plants on the Moon connects to a major thread: Space Lab Technologies' LEAF experiment (selected for Artemis III March 2024). The connection is conceptual, not direct — different team, different hardware, different org. But the LPX concept (2013-2016) is the earliest NASA attempt at a lunar plant growth experiment in a self-contained habitat, predating LEAF by a decade. The Moon Express/GLXP failure killed the landing opportunity, and Space Lab Technologies independently built the capability through its own FO flight heritage.

Gannon confirms a STEM Education archetype. FO's contribution is flight access for undergraduate teams. The cosmic ray calorimeter produced a real paper (NIM A 2015, SiPM validation) but no downstream technology pathway. The flight was on a World View balloon (the same company in the FO portfolio, later acquired by Ondas Holdings).

FLEX TRL correction is minor but important. The UF Space Plants page claimed TRL 6→7 for FLEX but TechPort shows current TRL = 6. The technology improvements (autofocus, modern resolution) worked, but TRL wasn't formally advanced. This likely reflects the assessment that TRL 7 requires "system prototype demonstration in an operational environment" and Blue Origin New Shepard may not qualify as the intended operational environment (cislunar).

Surprise assessment¶

Expectation: Expected 0-1 erroneous linkages in these 5 projects (already expected the pattern but thought it was concentrated in NASA center projects).
Delta: MEDIUM-HIGH — found 4 new erroneous projects (including 2 academic ones: Gannon, Northwestern), showing the pattern affects ALL org types, not just NASA centers. But found the LPX→LEAF conceptual thread which was unexpected.
The positive surprise: Finding that LPX [91334] ← [10602] is a legitimate lineage link in a sea of noise. Only 1 correct linkage out of ~10 records across 5 projects — the signal-to-noise ratio for technologyOutcomes is approximately 10%.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~105 projects in DONE (5 new: 14153, 106695, 94005, 12182, 91334)
127 org pages (2 new)
22 topic pages (0 new, 1 updated)
154 linkages (unchanged — academic/NASA center projects don't have USASpending linkages)

What's next¶

Session 99 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. NG-3 launch integration (April 10-14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. 3. ASCE Earth & Space 2026 monitoring (April 13-16) — Watch for SPARTA, Garvey/Outward presentations. 4. All 30 outcome-bearing FO projects now fully audited. The outcome data quality page is the definitive reference. Consider: is there a next frontier of projects to audit (e.g., high-view-count projects without outcomes, or projects whose descriptions mention mission infusion)? 5. Stale page refresh batch 48 — Next stalest pages (Session 66+).

Recommended: If running on or after April 10, Options 1 + 2 combined (Artemis II + NG-3). If running before, Option 5 (stale refresh) or Option 4 (new audit methodology).

Session 97 — 2026-04-07¶

What I did¶

Extended technologyOutcomes audit: Systematic scan of all 30 FO projects with technologyOutcomes records, continuing the Session 96 audit methodology:
Fetched full details for all 11 canceled zero-TRL-gain projects with outcomes and all 5 unaudited completed projects with outcomes
Verified relatedProjectId linkages by checking linked projects' programs, organizations, and technology areas
Analyzed "Advanced To" date patterns vs. project start dates
Discovered third failure mode — erroneous outcome linkages: AVA [91427] links to carbon nanotube composites [14686] and hierarchical nanocomposites [15465]; Heat Pipe [12184] links to atmospheric sensing [146033] and unsupervised ML [91575]. All linked projects are in different programs, orgs, and tech areas. These are database errors, not aspirational claims.
Investigated three unaudited NASA center FO projects:
GRC Heat Pipe [12184] + RCHS [93976] → Kilopower [14405] → FSP [105671]: Discovered one of FO's strongest program transition chains. Two FO projects validated heat pipe behavior in microgravity. Same PI (Marc Gibson) carried technology through GCD Kilopower (KRUSTY demo March 2018 — first US fission reactor test since 1965). Transitioned to TDM Fission Surface Power — active $25M+ program targeting 40 kWe lunar reactor by early 2030s. TechPort [93976] explicitly states: "This technology has been infused in Kilopower."
ARC ADEPT [91412]: SR-1 sounding rocket flight Sep 12, 2018 on UP Aerospace SpaceLoft XL. Met both objectives (exo-atmospheric deployment + stable entry). GCD parent programs. No mission selected yet — technology ready but awaiting science mission proposal. Venus/Mars/Titan concepts studied.
ARC AVA [91427]: SL-11 flight 2018 demonstrated roll-axis closed-loop control. Patent US10669045 filed, available on T2 Portal. No known commercial licensee — nano-launch market developed proprietary avionics. Exemplar of erroneous technologyOutcomes.
Created 4 new KB pages:
organizations/grc-heat-pipe-kilopower.md — FO→FO→GCD→TDM chain with $25M+ tracking
organizations/arc-adept-deployable-entry.md — successful flight test, awaiting mission selection
organizations/arc-ava-avionics.md — patent but no adoption
topics/techport-outcome-data-quality.md — three failure modes documented
Updated existing pages: fo-mission-infusion-summary.md (added Heat Pipe/Kilopower + ADEPT to Tier 5 Program Transitions, Session 97 audit note), fo-portfolio-tracker.md (5 new entries, count update), index.md (3 new org entries + 1 new topic entry)

What I found¶

The Heat Pipe → Kilopower → FSP chain is the most significant discovery. It's a four-stage program transition (FO → FO → GCD → TDM) with: - Same PI threading through three stages - Explicit TechPort confirmation of infusion - A headline NASA achievement (KRUSTY, first US fission test since 1965) - An active multi-contractor TDM program ($25M+) targeting lunar deployment

The irony: FO's strongest infusion case (Heat Pipe/Kilopower) has the worst outcome data quality — its technologyOutcomes link to completely unrelated ML and atmospheric sensing projects. If someone relied on structured data alone, they'd miss the connection entirely and find only noise.

The technologyOutcomes audit found no additional RAVAN-type corrections but identified two new data quality findings: 1. Erroneous relatedProjectId linkages (AVA, Heat Pipe) — database errors, not aspirational claims 2. Temporal confusion — 67% of "Advanced To" dates predate the project start, recording upstream lineage rather than downstream outcomes

AVA and ADEPT represent two common FO outcome patterns for NASA center technologies: - AVA: technically validated but market overtaken (the commercial sector solved the problem independently) - ADEPT: technically validated but mission-dependent (needs a science mission to select the entry system)

Surprise assessment¶

Expectation: Expected to find 0-1 more RAVAN-type corrections in the remaining 30 outcome-bearing projects.
Delta: HIGH — found a completely different failure mode (erroneous linkages) instead, plus the Heat Pipe → Kilopower discovery which is one of FO's best stories.
The negative finding is valuable: confirming no additional aspirational descriptions means the RAVAN case was relatively isolated, and the main risk in FO outcome data is structural (temporal confusion, database errors) rather than content-level (aspirational claims).

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~100 projects in DONE (5 new: 12184, 93976, 91412, 91427 + data quality audit of 30)
125 org pages (3 new)
22 topic pages (1 new: techport-outcome-data-quality.md)
154 linkages (unchanged — NASA center projects don't have USASpending linkages)

What's next¶

Session 98 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. NG-3 launch integration (April 10-14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. 3. ASCE Earth & Space 2026 monitoring (April 13-16) — Watch for SPARTA, Garvey/Outward presentations. 4. Investigate remaining completed FO projects with outcomes: 14153 (Gannon cosmic ray), 106695 (UF FLEX biological imaging), 94005 (Northwestern nanofoams), 12182 (UF telemetric bio imaging), 91334 (LPX lunar plant growth). These are completed with outcomes but not yet deep-investigated. 5. Stale page refresh batch 48 — Next stalest pages (Session 66+).

Recommended: If running on or after April 10, Options 1 + 2 combined (Artemis II + NG-3). If running before, Option 4 (continue clearing the outcome-bearing project backlog) or Option 5 (stale refresh).

Session 96 — 2026-04-07¶

What I did¶

Mission Infusion Audit: Systematic verification of all mission infusion claims against independent sources, triggered by the Session 95 Prox-1 correction. Audited 6 claims:
TAGSAM [12244] — CONFIRMED SOLID: Mission PI Dante Lauretta was co-I on the FO project. Bierhaus et al. 2018 (Space Science Reviews) documents parabolic flight testing of the actual flight hardware. One of FO's clearest infusion cases.
TROPICS [94156] — CONFIRMED SOLID: NASA's own "Transitions of Flight Tested Technologies" page explicitly documents the FO connection. Same PI (Cahoy), same spinning mechanism, continuous development line from FO parabolic test through MicroMAS to TROPICS.
RSD [91350/94137/106625] — CONFIRMED with nuance: Three FO projects with progressive TRL gains (4→5→6) directly informed ISS module design parameters. ISS deployment itself was separately funded (NASA Science grant NNX13AQ22G). FO's role was genuine and material.
Exo-Brake [91382] — CONFIRMED with minor correction: TES-7 flew on Virgin Orbit LauncherOne (not ISS), TES-15 flew on Firefly Alpha Flight 2 (not ISS). Only TES-5/10/13 were ISS-deployed. Exo-Brake org page already had correct info; mission infusion summary listing under "ISS Deployments" was misleading — corrected.
RAVAN/VACNT [91344] — MAJOR CORRECTION: TRL stayed at 3 in TechPort (target was 7). No web evidence of an actual FO sRLV flight. RAVAN CubeSat was funded by NASA ESTO/InVEST program, not FO. The Libera $130M VACNT connection runs through NIST→LASP, not APL→LASP. Downgraded from "Mission Infusion + Technology Heritage" to "FO-Funded but Likely Did Not Fly." Removed $7M + $130M from FO pipeline attribution. This is the second aspirational-metadata correction (after Prox-1).
Updated portfolio tracker entries for both Micro Sun Sensor [12284] (Session 95 correction now reflected in tracker) and RAVAN [91344].

What I found¶

The RAVAN correction is the most significant finding. The page had been in the KB since early sessions, claiming FO matured VACNTs from TRL 3→7 and "directly enabled" RAVAN. The NASA Technology Highlights article that supported this claim is ambiguous — the TRL 3→7 likely refers to the RAVAN orbital mission (ESTO-funded), not the FO suborbital test. TechPort's own data (TRL current = 3) was the key evidence: if the sRLV flight had matured the technology, TRL should have advanced.

Two patterns now confirmed as "aspirational TechPort metadata": 1. Library items linking to intended missions (Prox-1/Micro Sun Sensor) — mission descoped the technology 2. Project descriptions proposing flights that never occurred (RAVAN/VACNT) — TRL stayed at start value, no independent evidence of flight

The good news: 4 of 6 audited claims are solid. TAGSAM, TROPICS, RSD, and Exo-Brake all have strong independent evidence. The high-profile mission infusion stories (Perseverance, DSOC, CLPS missions, ISS AMF/FWM) were not audited in detail because they have extensive external documentation. The audit targeted the most vulnerable claims (those relying more on TechPort metadata than independent sources).

Surprise assessment¶

Expectation: Expected to find 0-1 corrections. The Prox-1 finding felt like it might be an isolated case.
Delta: MEDIUM — found exactly 1 more correction (RAVAN), confirming this is a real pattern but not epidemic. 4/6 audited claims held up.
Pattern significance: High. Two distinct failure modes for TechPort metadata reliability are now documented. Both involve the same root cause: TechPort records reflect aspirations/plans, not verified outcomes. This is a systematic data quality finding that should be noted when interpreting ANY TechPort outcome claim.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged; 1 significantly corrected — RAVAN)
21 topic pages (unchanged; 1 updated — mission infusion summary)
154 linkages (unchanged — neither correction had linkages)

What's next¶

Session 97 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. NG-3 launch integration (April 10–14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. 3. ASCE Earth & Space 2026 monitoring (April 13–16) — Watch for SPARTA, Garvey/Outward presentations. 4. Extend audit to remaining "Advanced To" outcome claims — The RAVAN correction was found by checking TRL advancement. A systematic scan for FO projects with "Advanced To" outcomes but zero TRL gain could surface more corrections. 5. Stale page refresh batch 48 — Next stalest pages (Session 66+).

Recommended: If running on or after April 10, Options 1 + 2 combined (Artemis II + NG-3). If running before April 10, Option 4 (extend audit — highest information value given today's findings). Option 5 (stale refresh) is lower priority given audit findings.

Session 95 — 2026-04-07¶

What I did¶

Stale page refresh batch 47: Refreshed 6 organization pages (all Session 65 — the stalest in the KB):
Purdue FEMTA (65 → 95) — NO CHANGE: TechPort [106637] unchanged (lastUpdated 2026-02-18, Completed, TRL 6, views 2,742). Orbital flight demo still in development, no launch date. No new publications or funding found.
NJIT EHD (65 → 95) — NO CHANGE: TechPort [91373] unchanged (lastUpdated 2026-01-22, Completed, TRL 6, views 669). ACE-T-Ellipsoids ISS experiment ongoing. npj Microgravity 2025 paper already noted. No new developments.
JPL Micro Sun Sensor (65 → 95) — MAJOR CORRECTION: Prox-1 satellite was significantly descoped in 2017 — the sun sensor, propulsion elements, and solar cells were removed before the June 2019 launch. Previous page incorrectly stated sensor "flew on Prox-1." Outcome category changed from "Mission Infusion (small satellite)" to "Delivered but Descoped." TechPort [12284] library items link to Prox-1 NSSDC page, creating a misleading impression — they reflect the intended destination, not actual flight. Source: Gunter's Space Page.
JPL SPARTA (65 → 95) — MINOR UPDATE: TRL correction for [106730] SPARTA Blue — ended at TRL 4 (target was 6, not reached). Only [106611] reached TRL 6. Added ResearchGate 2025 publication on ISRU applications. ASCE Earth & Space 2026 (Apr 13–16) Symposium 1 "Granular Materials in Space Exploration" may feature SPARTA.
JPL Gecko Gripper (65 → 95) — NO CHANGE: TechPort [91341] unchanged (lastUpdated 2026-01-22, views 873). Parness/Amazon Vulcan expansion to more U.S./German facilities in 2026 confirmed but already in page. Astrobee gecko research listed as "completed" (NTRS 2024). No new Phoenix Gecko Gripper updates.
MIT SPHERES (65 → 95) — NO CHANGE: TechPort [91335, 93871] unchanged. iSparo 2025 paper already noted. Astrobee operational on ISS. No new developments.

What I found¶

The JPL Micro Sun Sensor correction is the most significant finding this session. The Prox-1 descoping means one of the KB's "Mission Infusion" entries was incorrect. This is a data quality finding about TechPort itself: library items can link to intended missions that never actually carried the technology. The descoping happened 2 years after JPL delivered the sensor — a classic "last-mile failure" where the host mission's problems (flight computer software issues) prevented technology validation.

SPARTA Blue TRL non-advancement is a secondary finding. [106730] stayed at TRL 4 despite targeting TRL 6. With [106611] reaching TRL 6, the instrument's overall status is still TRL 6 — but the New Shepard test specifically did not achieve its validation objectives. This pattern (one FO project advancing, a companion project stalling) is worth tracking across the portfolio.

Surprise assessment¶

Expectation: All 6 pages are mature/stable; expected minor or no changes across the board.
Delta: HIGH for JPL Micro Sun Sensor — did not expect to discover a major outcome category correction 30 sessions after the page was created. The Prox-1 descoping was not found in original investigation (Session ~11). LOW for all other pages.
Pattern: TechPort library items as aspirational rather than actual is a new data quality finding. Should check other "Mission Infusion" pages for similar issues.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 6 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged — JPL Micro Sun Sensor linkage should be reviewed/downgraded)

What's next¶

Session 96 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. NG-3 launch integration (April 10–14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. 3. ASCE Earth & Space 2026 monitoring (April 13–16) — Watch for SPARTA, Garvey/Outward presentations. 4. Audit other "Mission Infusion" pages — The Prox-1 correction raises the question: are any other TechPort library item links aspirational rather than actual? Check particularly pages where mission infusion was inferred from TechPort links rather than independent sources. 5. Stale page refresh batch 48 — Next stalest pages (Session 66+).

Recommended: If running on or after April 10, Options 1 + 2 combined (Artemis II + NG-3). If running before April 10, Option 4 (Mission Infusion audit — highest information value given today's Prox-1 finding).

Session 94 — 2026-04-07¶

What I did¶

Stale page refresh batch 46: Refreshed 3 organization pages (the stalest in the KB):
Mango Materials (64 → 94) — MINOR UPDATE: TechPort [106654] now formally Closed Out (Apr 2025, lastUpdated 2026-02-06, views 1,617). Added YOPP™ brand name for PHA pellets. BEAM Circular bioreactor details: 130-liter pilot-scale unit, temporarily at Vacaville while Stanislaus County Innovation Campus under construction. BioMADE project on track for Jun 2026 close. No new USASpending contracts. No new VC round beyond Jul 2025.
Saber Astronautics (64 → 94) — NO CHANGE: TechPort [12457] unchanged (lastUpdated 2026-01-22, views 746). No new USASpending contracts since the existing WINDU ($1.25M) and SHIELD IDIQ ($500 initial). All Session 64 information confirmed current.
JHU/APL JANUS-SELINE (65 → 94) — MINOR UPDATE: TRL correction for [106720] — actual TRL 5→5 (target 7 not reached), not 5→7 as previously reported. Drew Turner additional roles confirmed: SuPREMeS instrument PI (NASA Heliophysics) and STIS science/technical lead for NOAA L1-Next mission series (2025–2033). SELINE still has no CLPS provider assigned. [155239] JANUS-TEC still Active. Europa Clipper in cruise (healthy).

What I found¶

TRL correction is the most notable finding. [106720] (Europa Clipper Tech for Lunar Radiation) ended at TRL 5, not TRL 7 as previously listed. The project closed Apr 2025 without reaching its target TRL. Despite this, SELINE was selected just 9 months later (Jan 2026) — suggesting the science readiness was sufficient even without formal TRL advancement. This is a pattern worth tracking: TRL stagnation in the FO project didn't prevent mission selection. The FO project validated the concept; SELINE's selection was driven by scientific value, not TRL metrics.

Drew Turner's portfolio breadth is notable — PI on SELINE (lunar radiation), SuPREMeS (heliophysics instrument), and STIS lead for L1-Next (space weather). He's one of APL's most active instrument PIs, which strengthens confidence that SELINE will execute well.

Surprise assessment¶

Expectation: Mango — maybe new VC round or BioMADE results (WRONG — no new funding). Saber — maybe new DoD contract (WRONG — nothing new). JHU/APL — maybe CLPS provider assigned (WRONG — still pending).
Delta: Low for Mango and Saber. Medium for JHU/APL due to TRL correction — the [106720] TRL non-advancement is a data quality finding that changes the narrative from "FO matured the tech" to "FO validated the concept; mission selection came anyway."

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 3 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged)

What's next¶

Session 95 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. NG-3 launch integration (April 10–14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. 3. Stale page refresh batch 47 — Next stalest: Purdue FEMTA (Session 65), NJIT EHD (Session 65), JPL Micro Sun Sensor (Session 65), JPL SPARTA (Session 65), JPL Gecko Gripper (Session 65), MIT SPHERES (Session 65).

Recommended: If running on or after April 10, Options 1 + 2 combined (Artemis II + NG-3 — highest time-sensitivity). If running before April 10, Option 3 (stale refresh batch 47 — six Session 65 pages).

Session 93 — 2026-04-07¶

What I did¶

Stale page refresh batch 45: Refreshed 3 organization pages (the stalest in the KB):
UMD DyMAFlex (61 → 93) — NO CHANGE: TechPort [94143] unchanged (lastUpdated 2026-01-22). No new publications, funding, or developments. VERTEX/BioBot/KRITTER program stable. View count 636 (+2).
Blue Origin Lidar (62 → 93) — MINOR UPDATE: TechPort [158500] unchanged (lastUpdated 2026-02-19, Completed, TRL 4). New Glenn NG-3 now targeting April 10–14, 2026 — first booster reuse (NG-2 first stage "Never Tell Me The Odds"), AST SpaceMobile BlueBird payload. MK1 Endurance TVAC testing at JSC Chamber A ongoing. BE-7 hot-fire with flight tanks expected Q2 2026 in Huntsville. VIPER CS-7 ($190M) and MK1 pathfinder timelines unchanged.
Draper Precision Landing (62 → 93) — MINOR UPDATE: TechPort [106711] DMEN Suborbital Rocket Campaign now shows Closed Out | 2025-04-01 (TRL stayed at 4, did not reach target 5). Period updated to 2019-10-01 to 2025-04-30. Added Draper WKS (Wearable Kinematics System) cross-domain expansion — vision-based astronaut tracking tested during NASA JETT3 desert moonwalk simulations. CP-12/ispace ULTRA status unchanged (NET 2030, pending NASA approval).

What I found¶

No significant findings. This was a maintenance refresh of the three stalest pages (all 30+ sessions old).

The most notable data point is the [106711] formal closeout — the DMEN Suborbital Rocket Campaign companion project was closed out April 2025 without reaching its TRL 5 target. The parent project [106613] (DMEN Hazard Detection Campaign) reached TRL 6, so the technology maturation succeeded through the primary project. The companion project's TRL shortfall is a bookkeeping detail, not a technology failure.

NG-3 targeting April 10–14 is a milestone for the Blue Moon MK1 pathway — it demonstrates booster reuse, reducing launch vehicle risk further. The coincidence with Artemis II splashdown (also targeting April 10) is notable.

Surprise assessment¶

Expectation: UMD — maybe a new ICES or SciTech 2026 paper (WRONG — nothing new). Blue Origin — NG-3 date might be announced (CORRECT — April 10–14). Draper — CP-12 might have NASA decision on extension (WRONG — still pending).
Delta: Low. All three pages are in stable/mature states. The [106711] closeout is new TechPort data but doesn't change the technology story.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 3 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged)

What's next¶

Session 94 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 46 — Next stalest: Firefly Aerospace (Session 63), Cislunar Industries (Session 63), Henry Ford Health (Session 64). 3. NG-3 launch integration (April 10–14) — If NG-3 launches successfully, update Blue Origin Lidar page with booster reuse milestone. Could combine with Artemis II splashdown if both happen same day. 4. ASCE Earth & Space 2026 monitoring (Apr 13–16) — Watch for Garvey/Outward Technologies presentation and other FO-relevant papers.

Recommended: If running on or after April 10, Option 1 + Option 3 combined (Artemis II splashdown + NG-3 launch — both highest time-sensitivity, multiple FO technologies demonstrated). If running before April 10, Option 2 (stale refresh batch 46).

Session 92 — 2026-04-07¶

What I did¶

Stale page refresh batch 44: Refreshed 3 organization pages (the stalest in the KB):
Controlled Dynamics Inc. (58 → 92) — NO CHANGE: TechPort [91391] unchanged (lastUpdated 2026-01-22). USASpending unchanged (same 11 awards, ~$5.45M). Psyche Mars flyby still late May 2026 (~7 weeks). DSOC reactivation still unfunded. No new CDI contracts — 2023 Phase I ($150K) had no Phase II follow-on. Biswas et al. SPIE 13355 (Jan 2026) already captured.
Creare LAD (59 → 92) — MINOR UPDATE: TechPort unchanged for both [155234] and [158702] (lastUpdated 2026-02-18). Found 3 new NASA SBIR Phase II awards (~$2.6M): 80NSSC25C0096 ($899.5K, unspecified), 80NSSC25C0092 ($850K, self-healing radiator coolant tubes — thematic link to FO freeze-tolerant radiator work), 80NSSC25C0083 ($850K, unspecified). Updated total NASA portfolio: ~$63M+. No new CryoFILL results beyond Mar 2026 publication already captured.
Aerospace Corp Cryogenics (59 → 92) — NO CHANGE: TechPort [106642] unchanged (lastUpdated 2026-02-18, Completed). No new Darr publications. Artemis II currently in transit — distance record set Apr 6 (252,760 mi), splashdown scheduled Apr 10 off San Diego. ICPS helium pressurization nominal throughout mission.

What I found¶

No significant findings. This was a maintenance refresh of the three stalest pages (all 30+ sessions old). The most notable data point is 3 new Creare SBIR Phase II awards (~$2.6M), including a self-healing radiator coolant tube project that thematically connects to the FO freeze-tolerant radiator work [158702]. This expands Creare's tracked NASA portfolio from ~$60M to ~$63M.

The Artemis II mission context update is notable — the mission is actively demonstrating the ICPS helium pressurization physics that the Aerospace Corp FO project characterized, and the parachute systems (Airborne Systems CPAS) that were FO-tested. Post-splashdown (Apr 10) will be the right time for a targeted update of Artemis-connected pages.

Surprise assessment¶

Expectation: Controlled Dynamics — DSOC reactivation might have been funded or new CDI SBIR (WRONG — no change). Creare — maybe new publications or CryoFILL update (PARTIALLY CORRECT — new contracts found, no new pubs). Aerospace Corp — maybe new Darr publication (WRONG — no change).
Delta: Low. All three are mature/completed FO projects. Creare's continued contract growth ($60M → $63M) is incremental but confirms Creare as one of the most valuable NASA cryo SBIR performers.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 3 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged)

What's next¶

Session 93 options: 1. Artemis II splashdown integration (April 10) — Update Airborne Systems (CPAS parachutes), Giner (fuel cells), Aerospace Corp (ICPS pressurization), cryo cluster topic, and all Artemis-relevant pages with post-splashdown performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 45 — Next stalest: UMD DyMAFlex (Session 61), Blue Origin Lidar (Session 62), Draper Precision Landing (Session 62). 3. ASCE Earth & Space 2026 monitoring (Apr 13–16) — Watch for Garvey/Outward Technologies presentation and other FO-relevant papers.

Recommended: If running on or after April 10, Option 1 (Artemis II splashdown — highest time-sensitivity, multiple FO technologies demonstrated). If running before April 10, Option 2 (stale refresh batch 45).

Session 91 — 2026-04-07¶

What I did¶

Stale page refresh batch 43: Refreshed 3 organization pages:
Blueshift/Outward Technologies (65 → 91) — MINOR UPDATE: Corrected USASpending total from ~$8.2M to ~$9.1M (21 contracts fully reconciled). FaRROE Phase II [154501] and LAMA Phase II [154608] now Completed (May 2025). MORRE Phase II [158663] is the last active Phase II (ends Jun 2026). Garvey presenting at ASCE Earth & Space 2026 (Apr 13–16, Texas A&M) on lunar regolith shelters. FO SEER [158514] still active through Sep 2027. No new products or contracts.
Aerospace Corp AMU (77 → 91) — NO CHANGE: TechPort [94141] unchanged (lastUpdated 2026-01-22). No new AMU developments, DiskSat news, or publications since Session 77.
Embry-Riddle ADS-B (66 → 91) — MINOR UPDATE: TechPort projects all unchanged. New context: FY2025 was record year — FAA licensed 200+ commercial space operations (vs 146 in FY2024). CRS published report R48582 on commercial space regulations. FAA facing industry criticism for slow Part 450 reviews. Stansbury continues drone DAA research under FAA ASSURE. No new FO ADS-B projects.

What I found¶

No significant findings. This batch was a maintenance refresh — all three pages are mature and no fundamental changes in their technology trajectories.

The most notable data point is the FAA FY2025 record of 200+ licensed space operations. This validates the Part 450 framework that the Demidovich/Stansbury ADS-B cluster helped inform, but it's a contextual stat, not a direct FO outcome.

The Blueshift dollar correction (~$8.2M → ~$9.1M) reflects better USASpending reconciliation, not new funding. Several Phase II contracts were likely undercounted in the original analysis.

Surprise assessment¶

Expectation: Blueshift — maybe new SBIR awards or ASCE paper (PARTIALLY CORRECT — ASCE conference presentation confirmed, no new awards). Aerospace Corp — no change (CORRECT). Embry-Riddle — no change (MOSTLY CORRECT — FY2025 record is new context).
Delta: Low. All three pages are in mature/stable states. Blueshift is the most active (MORRE Phase II ending Jun 2026, FO SEER through Sep 2027), but no trajectory change.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 3 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged)

What's next¶

Session 92 options: 1. Artemis II splashdown (April 10) — Update Airborne Systems, Giner, cryo cluster, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 44 — Next stalest: Juno Propulsion (new, no page yet), Falcon/Exodynamics (Session 64), Controlled Dynamics (Session 64). 3. Juno Propulsion new org page — Federal Way WA company, RDRE first orbital test on Vigoride 8, FO project [184154]. Deserves its own page. 4. ASCE Earth & Space 2026 monitoring (Apr 13–16) — Watch for Garvey/Outward Technologies presentation and other FO-relevant papers.

Recommended: If running before April 10, Option 3 (Juno Propulsion — new company, novel technology). If running after April 10, Option 1 (Artemis II splashdown integration — highest time-sensitivity).

Session 90 — 2026-04-07¶

What I did¶

Stale page refresh batch 42: Refreshed 3 organization pages:
Space Dust RNT (60 → 90) — SIGNIFICANT UPDATE: DUSTER instrument selected for Artemis IV in Dec 2025 with $24.8M funding. Mounted on Lunar Outpost MAPP rover. Two instruments: EDA (electrostatic dust analyzer) + RESOLVE (plasma sounder). Wang is PI, Horanyi Deputy PI. LASP featured DUSTER in "Six ways LASP is leading in lunar science" (Apr 1, 2026). FO parabolic flight still scheduled summer 2026. No USASpending records yet under Space Dust R&T LLC (funding flows through CU Boulder).
Goeppert MoS2 (83 → 90) — NO CHANGE: TechPort unchanged (lastUpdated 2026-02-18). USASpending unchanged (~$4.1M). 7 PhDs confirmed via Pennovation Works profile (Mar 2025). Added competitive context: United Semiconductors reserved Starlab payload space for space semiconductor manufacturing (Mar 2026).
UofL Aqueous Surgery (77 → 90) — MINOR UPDATE: TechPort unchanged. No new publications or news. Added VG Delta-class status: ground testing started Apr 2026, test flights expected Q3 2026, commercial research flights Q4 2026 — this could reopen the Pantalos advanced AISS prototype flight path (dormant since 2021 VSS Unity).

What I found¶

1 SIGNIFICANT FINDING:

Space Dust RNT / Wang DUSTER = $24.8M Artemis IV instrument — Surprise level: MODERATE. The page already noted the DUSTER connection, but the $24.8M figure, Lunar Outpost rover partnership, and RESOLVE instrument details were not captured. This transforms Space Dust R&T from "promising academic spinout" to "PI of a major Artemis instrument." The FO EBDM flight test (summer 2026) is now the last validation step before EBDM could be proposed as a companion to DUSTER.

Surprise assessment¶

Expectation: Space Dust — minor update, maybe a new publication (WRONG — $24.8M instrument selection was missed). Goeppert — no change (CORRECT). UofL — no change (MOSTLY CORRECT — VG Delta-class timeline is new context).
Delta: The DUSTER $24.8M figure was the genuine surprise. This was publicly announced Dec 2025 but not captured in earlier sessions. The combination of $24.8M DUSTER + FO EBDM flight test gives Wang's group one of the strongest FO→mission infusion pipelines in the portfolio.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (unchanged, 3 refreshed)
21 topic pages (unchanged)
154 linkages (unchanged)

What's next¶

Session 91 options: 1. Artemis II splashdown (April 10) — Update Airborne Systems, Giner, cryo cluster, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 43 — Next stalest: Blueshift/Outward Technologies (Session 62), Aerospace Corp AMU (Session 63/77), Embry-Riddle ADS-B (Session 64). 3. Vigoride 7 payload tracking — Monitor orbital operations for Solstar Deke and CisLunar EPIC performance data.

Recommended: If running before April 10, Option 2 (stale refresh batch 43). If running after April 10, Option 1 (Artemis II splashdown integration — highest time-sensitivity).

Session 89 — 2026-04-07¶

What I did¶

New org page: Momentus Space — Created comprehensive page for Momentus (NASDAQ: MNTS) as an FO flight infrastructure provider. Momentus operates Vigoride orbital service vehicles that host FO-funded payloads. This is a new category in the FO ecosystem — they're not a technology developer, but a commercial orbital platform that NASA Armstrong/FO contracts for payload integration and flight services.
Stale page refresh batch 41: Refreshed 3 organization pages:
Mudawar Thermal (59 → 89) — NO CHANGE: TechPort projects unchanged. [106616] (coatings) now shows Completed (TRL 4). No new publications. Artemis II splashdown still pending (April 10).
UF Chung Cryogenics (59 → 89) — NO CHANGE: All 5 TechPort projects unchanged. No new publications. Proposal for 2 additional FO flights not yet in TechPort.
Mentium Technologies (60 → 89) — NO CHANGE: Odyssey orbital mission and CCRPP already captured in Session 60. FO project [155249] ending this month (Apr 2026). TRL still 4 in TechPort.

What I found¶

1 SIGNIFICANT FINDING:

Momentus is FO's largest invisible vendor — $7.2M+ in NASA Armstrong/FO contracts (80AFRC prefix), but zero TechPort projects under Momentus' name. This is the single largest dollar-value FO-connected entity not discoverable through TechPort's project database. Discovery required USASpending cross-reference.

Key Momentus data: - Total govt contracts: ~$10.1M ($8.2M NASA + $1.9M DoD) - Vigoride 7 (on orbit since Mar 30, 2026): 10 payloads including Solstar Deke, CisLunar EPIC PPU, DARPA NOM4D, AFRL RPO demo, Portal Space, DPhi Space Clustergate-2 - Vigoride 8 (NET early 2027): 2 FO-funded payloads — SpaceWorks COSMIC [184152] ($5.15M) for silicon crystal manufacturing + Juno Propulsion RDRE [184154] ($2.09M) for rotating detonation rocket engine first-in-space test - Company context: Founded 2017 (water-plasma MET thruster), SPAC 2021, CFIUS/SEC controversies, reverse split Dec 2025, pivot to hosted government payloads under CEO John Rood

2 new FO projects identified: - 184152 — SpaceWorks + Astral Materials: silicon crystal manufacturing in microgravity with RED reentry (TRL 3→8 target) - 184154 — Juno Propulsion: green propellant RDRE, first orbital test (TRL 4→7 target)

Surprise assessment¶

Expectation: Momentus has ~$9.6M in contracts (from Session 88 Solstar refresh). Expected 3-5 FO projects where Momentus is flight provider, $10-20M total.
Reality: Only 2 confirmed FO-funded payloads on Vigoride 8 ($7.2M), but additional FO-linked payloads on Vigoride 7 (Solstar, CisLunar) without separate Momentus integration contracts. The $10.1M total is at the lower end. The biggest surprise is that Momentus is completely invisible in TechPort — you can only find them through USASpending.
Delta: The TechPort invisibility is the genuine insight. A technology scout using only TechPort's project database would miss the largest FO flight provider by dollar value.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
122 org pages (+1 new: Momentus Space; 3 refreshed)
21 topic pages (unchanged)
154 linkages (+2: COSMIC [184152], JUNO RDRE [184154])

What's next¶

Session 90 options: 1. Artemis II splashdown (April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 42 — Next stalest: Space Dust RNT (Session 60), Goeppert MoS2 (Session 60/83), UofL Aqueous Surgery (Session 61). 3. Juno Propulsion investigation — New FO company (Federal Way, WA) developing RDRE. First orbital test on Vigoride 8. Deserves its own org page. 4. Vigoride 7 payload tracking — Monitor orbital operations over coming weeks for Solstar Deke and CisLunar EPIC performance data.

Recommended: If running before April 10, Option 3 (Juno Propulsion — new company, novel technology). If running after April 10, Option 1 (Artemis II splashdown integration).

Session 88 — 2026-04-07¶

What I did¶

Stale page refresh batch 40: Refreshed 3 organization pages (all at Session 58):
GRC Cryogenic Power (58 → 88) — MODERATE UPDATE: FSP upgraded from 40 kWe to 100 kWe using closed Brayton cycle. Phase 1 studies by all three teams (Lockheed/BWX/Creare, Westinghouse/Aerojet, IX/Maxar/Boeing) complete. Final RFP for flight hardware expected early 2026. Key connection: Creare (FO company, see creare-lad.md) is on Lockheed FSP team; Westinghouse heat-pipe approach uses same physics as Gibson's FO projects [12184]/[93976]. Artemis II on Flight Day 7, ICPS already disposed after manual piloting demo. No new RFMG publications.
Made in Space / Redwire (58 → 88) — MINOR UPDATE: PIL-BOX 4th batch returned Dec 2025 (12 units, 48 experiments, BMS/ExesaLibero/Butler). 5th set (PIL-04) launching on NG-21 — third PIL-BOX flight in 10 months. Total 28 units processed. FY2025 revenue $335.4M, net loss $(226.6M) including $130M non-recurring. 2026 guidance $450-500M. New NASA task orders (~$4.3M) mostly biology/biotech. No FabLab update. Q1 2026 earnings May 13.
Solstar Space (58 → 88) — SIGNIFICANT UPDATE: (a) Momentus survived — 1:17.85 reverse split Dec 2025 restored Nasdaq compliance. (b) Momentus has $9.6M in new govt contracts including $5.15M and $2.09M from NASA Armstrong (FO program!) for COSMIC crystallization and JUNO RDRE flights. Momentus is becoming a primary FO flight provider. (c) Deke 1 week on orbit, all systems operational. (d) Vigoride 8 fully manifested with 2 FO-funded payloads for 2027. (e) $15M Solstar partnership de-risked.

What I found¶

1 SIGNIFICANT FINDING:

Momentus is an FO flight provider with $7.2M in Armstrong contracts — Surprise level: HIGH. Expectation: Momentus near bankruptcy (75% probability per Session 58). Reality: Survived via reverse split, has $5.15M COSMIC + $2.09M JUNO RDRE contracts through NASA Armstrong/FO, plus $1.86M DoD. Vigoride 8 fully manifested with 2 FO payloads. The $15M Solstar partnership is no longer at risk. This completely changes the Solstar risk assessment and reveals Momentus as a key FO infrastructure provider.

1 MODERATE FINDING:

FSP upgraded to 100 kWe with Creare on Lockheed team — Surprise level: MODERATE. Expectation: FSP still at 40 kWe, 2030 target. Reality: Major power upgrade (2.5× the original spec) with competitive procurement imminent. The Creare connection (FO company for cryogenic LAD → now FSP cooling) strengthens the FO→FSP supply chain narrative.

Surprise assessment¶

Expectation before session: GRC — minor, maybe new RFMG paper (WRONG — FSP 100 kWe upgrade was significant). Redwire — moderate PIL-BOX update (CORRECT — 4th batch returned, 5th launching, but no major surprises). Solstar — moderate Deke update, Momentus still in trouble (VERY WRONG — Momentus survived and has $9.6M in new contracts including major FO funding).
Delta: The Momentus survival + FO flight provider discovery is the genuine surprise. Session 58's 75% bankruptcy assessment was based on Sep 2024 financial data that didn't account for the ~$9.6M in contracts signed in 2025. This is a lesson: USASpending data can reveal financial viability that stock-market analysis misses.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
152 linkages (unchanged)

What's next¶

Session 89 options: 1. Artemis II splashdown (April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE — 3 days away. 2. Stale page refresh batch 41 — Next stalest pages: Mudawar Thermal (Session 59), UF Chung Cryogenics (Session 59), Mentium Technologies (Session 60), Space Dust RNT (Session 60). 3. Momentus as FO flight provider — Could warrant its own org page given $9.6M in FO-linked contracts. Vigoride platform is now carrying FO payloads. 4. New org page: miDiagnostics — Still pending from Session 87.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, Option 3 (Momentus org page) is highest-value given the significant finding this session.

Session 87 — 2026-04-07¶

What I did¶

Stale page refresh batch 39: Refreshed 3 organization pages:
Eigen Strategies (56 → 87) — MODERATE UPDATE: Resolved the Valor Robotics mystery. SOARS technology was originally developed under Valor Robotics LLC (Daytona Beach, FL, woman-owned) with $2.72M in govt contracts (NASA SBIR Phase I/II + 2 Navy R&D). PI Deepak Sathyanarayan exited Valor in 2024 and continued under Eigen Strategies Consulting LLC (Boston). NASA SAA (PAM 43362) signed June 2025 with Armstrong FRC provides 2-year framework through ~June 2027 for additional flights. Website exists (eigenstrategicsystems.com). Still no follow-on contracts 7 months post-NS-35 flight. No publications yet.
Firefly Aerospace (56 → 87) — SIGNIFICANT UPDATE: (a) IPO Aug 7, 2025 — NASDAQ: $FLY, raised $868M, ~$8.5B peak valuation, largest space-tech IPO of 2025. (b) SciTec acquisition ($855M, closed Nov 2025) — national security company with $164M TTM revenue and $259M Space Force missile-detection contract. (c) FY2025 revenue $159.9M (+163% YoY); 2026 guidance $420-450M. (d) Alpha Block II announced for Flight 8 (Jan 2026). (e) Blue Ghost M2: Rashid 2 rover (UAE) added to payload manifest. (f) Blue Ghost M4: press release cites $177M (vs $57.5M on USASpending — likely total potential value). (g) Collier Trophy ceremony June 2026 DC. (h) Stock ~$23.47, down from $60 peak.
Masten Space Systems / Astrobotic (57 → 87) — MINOR UPDATE: Griffin-1 still NET July 2026. Rover now called FLIP (FLEX Lunar Innovation Platform). Peregrine investigation formally closed Aug 2024 (PCV2 root cause). Thales Alenia Space (Italy) lunar wheel contract Mar 2026. Total Astrobotic portfolio $600M+. M10A still dormant. Xodiac successor contracts formally awarded Dec 19, 2025.

What I found¶

1 SIGNIFICANT FINDING:

Firefly IPO + SciTec acquisition = transformed company — Surprise level: HIGH. Expectation: Firefly is a launch/lander startup burning cash. Reality: publicly traded ($FLY), $868M raised, acquired a $164M-revenue defense company for $855M. FY2025 revenue $159.9M. 2026 guidance $420-450M. This transforms Firefly from a CLPS contractor into a diversified space/defense company. The defense revenue provides financial stability that makes the Blue Ghost CLPS business sustainable long-term — critical for FO technology delivery pipeline.

1 MODERATE FINDING:

Eigen Strategies = Valor Robotics successor — Surprise level: MODERATE. Expectation: Eigen is a standalone small company. Reality: The SOARS technology has a deeper history through Valor Robotics ($2.72M govt including Navy contracts) before transitioning to Eigen. The entity change explains why no USASpending contracts appear under "Eigen Strategies." The combined $2.72M investment is more substantial than previously understood.

Surprise assessment¶

Expectation before session: Eigen — no change (WRONG — Valor Robotics entity and $2.72M history was new). Firefly — maybe Alpha Flight 8 news (VERY WRONG — IPO, $855M acquisition, full financials were massive updates missed since Session 56). Masten — Griffin-1 update (MOSTLY CORRECT — minor update, rover rename).
Delta: The Firefly IPO/SciTec combination is the genuine surprise. This was a 31-session gap (Session 56) and the company fundamentally transformed in that period. This argues for more frequent refresh of high-activity companies. The Eigen/Valor Robotics entity resolution is satisfying — closes a long-standing open question.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
152 linkages (unchanged)

What's next¶

Session 88 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 40 — Next stalest pages (check Session 56-57 group). 3. NASA Ignition RFI follow-up (after April 8 deadline) — Monitor industry responses for CLD. Affects NanoRacks/Voyager page. 4. New org page: miDiagnostics — Could warrant its own page given the €14M commercial trajectory, separate from the IMEC research page.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, Option 3 (Ignition RFI follow-up) or Option 2 (stale refresh batch 40).

Session 86 — 2026-04-07¶

What I did¶

Stale page refresh batch 38: Refreshed 3 organization pages:
Vital Space Team (45 → 86) — MINOR UPDATE: Komatireddy confirmed still at Daytona Health (Austin TX), launched "Daytona ONE" longevity program 2024, pre-seed Jan 2023. TRISH EXPAND now routine multi-mission infrastructure (NS-28, Polaris Dawn, Fram2). Virgin Galactic still grounded since mid-2023, restart targeted Q4 2026 with Delta-class at $750K/seat.
Lockheed OSIRIS-REx (48 → 86) — MODERATE UPDATE: (a) FY2026 budget threat RESOLVED — Congress restored $20M for OSIRIS-APEX in spending bill enacted Jan 23, 2026. Mission funded. (b) New Bennu sample papers accelerating: tryptophan detection peer-reviewed in PNAS Nov 2025 (Yesiltas et al.); three chemical domains identified (Stony Brook, Mar 2026); amino acid formation pathways (PNAS 2026). (c) Mission on track for Apophis 2029. (d) TAGSAM not reused.
ADA Technologies (56 → 86) — MINOR UPDATE: No new contracts beyond those already tracked (Session 56 captured $7.4M 2024-2026 DoD). ISS FWM PFE fully operational/mature with no active publications. Artemis II launched Apr 1, 2026 — Orion PFE lineage plausible but ADA unit not confirmed aboard. No corporate changes.
IMEC [106712] investigated: Completed the 3-project IMEC USA portfolio. The blood test is a miDiagnostics nFP (nanofluidic processor) — an IMEC spin-off that raised €14M in March 2020 during the active FO project. Test was parabolic flight (~2021), not suborbital. TRL 4→5 achieved but no publication found ~48 months post-close. This is the weakest of the three IMEC projects by output (Neuropixels published, LFI unpublished at 28mo, blood test unpublished at 48mo).

What I found¶

1 MODERATE FINDING:

OSIRIS-APEX budget threat resolved — Surprise level: LOW (expected Congress would push back). But now confirmed: $20M restored, enacted Jan 2026. Removes the "ghost spacecraft" risk from the page. The Bennu sample publication rate is accelerating — tryptophan in PNAS, three chemical domains, amino acid pathways. This is FO's most scientifically impactful outcome continuing to deliver.

1 MINOR FINDING:

IMEC blood test = miDiagnostics €14M commercial spin-off — Surprise level: MODERATE. Expected a thin research project. Found a commercial spin-off that raised significant VC during the FO period. The FO project likely served as NASA validation supporting the fundraise. However, the 48-month publication silence is notable — either results were inconclusive or miDiagnostics treats them as proprietary.

Surprise assessment¶

Expectation before session: Vital Space Team — no change (CORRECT). OSIRIS-REx — some new papers (CORRECT + budget resolution was bonus). ADA — minor DoD contracts (CORRECT — already captured). IMEC [106712] — thin research project (PARTIALLY WRONG — miDiagnostics spin-off with €14M is more interesting than expected).
Delta: The OSIRIS-APEX budget resolution is the cleanest update — removes uncertainty. The miDiagnostics connection for IMEC was moderately surprising. No genuine surprises this session.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — 3 refreshes + 1 deepened investigation)
121 org pages (unchanged — 3 refreshed, 1 updated, 0 new)
21 topic pages (unchanged)
152 linkages (unchanged)

What's next¶

Session 87 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 39 — Next stalest pages: Eigen Strategies (Session 56), Firefly Aerospace (Session 56), Masten Space Systems (Session 57). 3. NASA Ignition RFI follow-up (after April 8 deadline) — Monitor industry responses for CLD. Affects NanoRacks/Voyager page. 4. New org page: miDiagnostics — Could warrant its own page given the €14M commercial trajectory, separate from the IMEC research page.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, Option 2 (stale refresh batch 39) or Option 3 (Ignition RFI follow-up if responses are public after April 8).

Session 85 — 2026-04-07¶

What I did¶

Stale page refresh batch 37: Refreshed 3 organization pages:
NanoRacks/Voyager Technologies (62 → 85) — SIGNIFICANT UPDATE: (a) NASA Ignition RFI (March 25, 2026) proposes ISS-anchored Core Module alternative to free-flying CLD approach — responses due April 8. This introduces SIGNIFICANT uncertainty into Starlab's timeline and Phase 2 business model. Axiom (ISS-attached) potentially favored; Starlab (free-flyer) may need to adapt. (b) 35 CLD milestones completed (up from 28 at CCDR). (c) LambdaVision reserved Starlab payload (Feb 24, 2026) — protein-based artificial retina microgravity manufacturing. Commercial payload oversubscribed. (d) Defense segment surging: 59% YoY growth, Q4 record $46.7M, driven by NGI and classified programs. Defense is now the revenue engine. (e) Starlab launch slipped to ~2029 (was ~2028). (f) Palomino Pathfinder 3 new $1.23M contract (Feb 2026). (g) HUNCH FY25+FY26 new task orders ($2.2M). (h) Total NASA contracts now ~$60.2M. (i) Vivace selected as Starlab manufacturing partner.
Falcon ExoDynamics (62 → 85) — MINOR UPDATE: LITTLE OWL closed out April 2025. TRL field discrepancy noted: TechPort shows trlCurrent=4 despite successful TechLeap completion and flight demonstration (should be 6). Victus Salo2 with Handle 2.0 still projected late 2026 via SpaceX rideshare with MIT Lincoln Lab payload. No new contracts.
Giner Inc (64 → 85) — MINOR UPDATE: Discovered DHA STTR Phase II contract ($1.1M, HT942523C0044, Jul 2023–Aug 2026) for "Rapid and Reprogrammable Assay for Multiplexed Gene Detection." Extends Giner's point-of-care diagnostics portfolio. Total visible govt contracts now ~$28M+. RFC Phase III still active on track.

What I found¶

1 SIGNIFICANT FINDING:

NASA Ignition RFI disrupts CLD landscape — Surprise level: HIGH. Expectation: CLD Phase 2 awards proceeding slowly but predictably. Reality: NASA's March 25, 2026 Ignition RFI proposes an entirely different architecture — a government-owned Core Module attached to ISS, with commercial modules that validate then detach. This could reshape the competitive landscape, potentially favoring Axiom (already ISS-attached) over Starlab (free-flyer design). Voyager's response was diplomatically positive ("this is what we've been building") but the specifics of how a free-flying station adapts to an ISS-anchored model remain unclear. The RFI responses are due April 8, 2026. Industry reaction has been mixed — The Register reported "commercial space to NASA: stop moving the goalposts."

1 MODERATE FINDING:

Voyager defense segment is the revenue engine now — Surprise level: MODERATE. Expectation: Starlab dominates the narrative. Reality: Defense & National Security segment grew 59% YoY, Q4 record $46.7M. NGI (Next Generation Interceptor), propulsion, and energetics are driving acceleration. This materially reduces Voyager's dependence on Starlab's timeline — the company is commercially viable even if CLD Phase 2 is delayed.

1 MINOR FINDING:

Giner DHA STTR gene detection contract — Surprise level: LOW. An established electrochemistry R&D firm doing biosensor work for DoD health is unsurprising. But it extends the visible portfolio to $28M+.

Surprise assessment¶

Expectation before session: NanoRacks — minor update, defense numbers (WRONG — NASA Ignition RFI is a major policy disruption). Falcon ExoDynamics — no change (MOSTLY CORRECT, just TRL field issue). Giner — no change (MOSTLY CORRECT, one new DHA contract).
Delta: The NASA Ignition RFI is the genuine surprise. It represents a potential fundamental shift in how CLD operates — from fully commercial free-flyers to a government-anchored model. If this proceeds, it could delay CLD Phase 2, change technical requirements, and reshape the competitive landscape. Voyager's defense growth provides a crucial hedge.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
152 linkages (unchanged)

What's next¶

Session 86 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 38 — Next stalest pages (check Session 56 group: virgin-orbit, foms-mercury-zblan, lockheed-osiris-rex). 3. IMEC Silicon Microfluidic Blood Test [106712] — 3rd IMEC FO project, not yet deeply investigated. 4. NASA Ignition RFI follow-up (after April 8 deadline) — Monitor industry responses and NASA direction for CLD. Affects NanoRacks, potentially Paragon (HALO ECLSS), and other ISS/CLD-adjacent pages.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, Option 4 (Ignition follow-up after April 8 RFI deadline) or Option 2.

Session 84 — 2026-04-07¶

What I did¶

Stale page refresh batch 36: Refreshed 3 organization pages — targeting the stalest pages in the KB (all at Session 45):
Astrobotic (45 → 84) — MODERATE UPDATE: (a) LunaGrid-Lite ($34.6M NASA lunar power demo) added to Griffin-1 payload story — passed CDR Aug 2025, will deploy 500m cable and transmit 1kW power via CubeRover. (b) ASICS SBIR Phase II ($840K, Feb 2026) — new "Adaptable, Scalable, Intelligent Computing for Space" award. (c) Peregrine post-mission report confirmed closed Aug 2024 (Horack-chaired board, 34 members, PCV2 root cause). (d) VIPER CS-7 delivery option still unexercised pending Blue Moon first flight. (e) Employee count revised to ~275 (up from prior ~211 estimate). (f) Total NASA tracked revised to ~$561M.
Nexolve/Applied Aerospace (45 → 84) — SIGNIFICANT UPDATE: (a) PCX Aerosystems merger (Dec 3, 2025) — Applied Aerospace merged with PCX to form Applied Aerospace & Defense: 1,300+ employees, 1.3M sq ft, 9 locations, $500M+ annual revenue, Greenbriar Equity Group backed. (b) Vestigo Aerospace acquisition (Feb 24, 2026) — added Spinnaker deorbit drag sail product line; Dr. David Spencer (ex-JPL, Purdue) joined as VP Deployable Systems. Acquisition explicitly driven by FCC 5-year deorbit rule as commercial growth market. (c) PTD-4 LISA-T boom anomaly still unresolved (~18 months). (d) Nexolve USASpending unchanged. Company's center of gravity shifted dramatically — from small Huntsville NASA contractor to division of $500M+ multi-site defense manufacturer.
MGH NINscan (45 → 84) — MODERATE UPDATE (corrected from initial SIGNIFICANT after authorship verification): (a) HRP grant (80NSSC20K0841) ended March 31, 2026 — no renewal found. (b) Data collection at DLR :envihab 97.6% complete (6,615/6,780 files). (c) BRAIN-SANS expanded to 8 simultaneous modalities — DPOAE, IJV/carotid ultrasound, NIRS, cerebrovascular pulsatility, sagittal sinus, cerebral water/CSF, temporal artery tonometry, EEG. (d) ~6 manuscripts in preparation — expect publication cluster late 2026. (e) LBNP countermeasure included as study arm; preliminary finding (IWS2024): LBNP significantly reduced chest blood volume. (f) CORRECTION: Three 2024–2026 J Appl Physiol IJV papers initially attributed to Strangman are actually by JSC/KBR group (Marshall-Goebel, Lytle et al.) — related field but different team.

What I found¶

1 SIGNIFICANT FINDING:

Nexolve absorbed into $500M+ Applied Aerospace & Defense — Surprise level: HIGH. Expectation: quiet post-acquisition integration. Reality: Greenbriar Equity Group executed a rapid roll-up — PCX merger (Dec 2025) created a $500M+ entity, then Vestigo acquisition (Feb 2026) added a commercially-driven deorbit sail product line. This is the 7th corporate acquisition in the FO portfolio and the largest by parent company size. The FCC 5-year deorbit rule is driving commercial demand for exactly the deployable membrane technology that Nexolve/FO validated.

2 MODERATE FINDINGS:

LunaGrid-Lite ($34.6M) on Griffin-1 — Surprise level: LOW (was known in the community but not on our Astrobotic page). The $34.6M lunar power demonstration passing CDR in Aug 2025 adds significant mission scope to Griffin-1 beyond what was previously tracked.
BRAIN-SANS expanded to 8-modality suite, HRP grant closing out — Surprise level: MODERATE. Expectation: 1 pipeline manuscript published, grant renewed. Reality: no journal papers yet (only conference abstracts), but the scope expansion to 8 simultaneous modalities and 97.6% data collection completion is impressive. ~6 manuscripts in preparation. Grant ended Mar 2026 with no renewal visible — the publication cluster should arrive late 2026.

1 NEGATIVE FINDING:

PTD-4 LISA-T boom anomaly — 18 months without public resolution — Surprise level: LOW-MODERATE. No update since October 2024.

1 SELF-CORRECTION:

IJV papers misattributed to Strangman — Three 2024–2026 J Appl Physiol papers on jugular venous flow dynamics were initially attributed to Strangman based on topic match without verifying authorship. They are by the JSC/KBR cardiovascular group (Marshall-Goebel, Lee, Lytle, Macias). This is a verification discipline failure — topic-matching web search results ≠ authorship confirmation. Corrected within the same session after the dedicated research agent returned with Task Book analysis confirming Strangman has no new journal papers.

Surprise assessment¶

Expectation before session: Astrobotic — Griffin-1 still July 2026, minor updates (PARTIALLY CORRECT — missed LunaGrid-Lite). Nexolve — no change (WRONG — major corporate transformation: PCX merger, Vestigo acquisition, $500M+ entity). NINscan — 1 pipeline paper published (WRONG — no papers published, but 8-modality suite and ~6 manuscripts in preparation).
Delta: The Nexolve→Applied Aerospace & Defense roll-up was the genuine surprise. Greenbriar Equity Group is consolidating the thin-film deployable supply chain — the FCC deorbit mandate is the commercial driver. NINscan's scope expansion to 8 modalities was moderately surprising. The misattribution of JSC/KBR papers to Strangman was an instructive verification failure — corrected within session.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
152 linkages (unchanged — no new external linkages this session)
7 corporate acquisitions tracked (+1: Nexolve→Applied Aerospace & Defense)

What's next¶

Session 85 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 37 — Next stalest pages at Session 48: Ultrasonic Technology Solutions (space laundry), others at Session 56. 3. IMEC Silicon Microfluidic Blood Test [106712] — 3rd IMEC FO project, not yet deeply investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 or 3.

Session 83 — 2026-04-07¶

What I did¶

Stale page refresh batch 35: Refreshed 2 organization pages — targeting the stalest pages in the KB (both at Session 60):
Goeppert MoS₂ (60 → 83) — NO CHANGE: TechPort unchanged (lastUpdated 2026-02-18). USASpending unchanged ($4.1M, 11 awards). No new publications, contracts, or news. FO project 184143 still active (2025–2028). Page was already comprehensive.
Impossible Sensing (60 → 83) — MODERATE UPDATE: Discovered commercial traction for the Flow multi-phase flow meter product. NASA Spinoff article (Dec 30, 2025) confirms: Impossible Sensing Energy (Calgary, AB subsidiary) markets "Flow" devices to petroleum producers. Veren (formerly Crescent Point Energy, major Canadian E&P) purchased 20 Flow units; Tundra Oil & Gas placed orders; "several other companies currently testing." Cost: 1/10th of comparable $250K sensors. Veren was acquired by Whitecap Resources (completed May 2025). Upgraded outcome category from "SBIR Portfolio Company with Commercial Spinoff" to "SBIR Portfolio Company with Active Commercial Revenue."
IMEC LFI companion project [106660]: Investigated the lens-free imaging microscope project — companion to Neuropixels [106657] on the same Dec 19, 2023 Blue Origin flight. Key findings:
4 LFI modules operated in parallel, capturing static and time-lapse images in microgravity (TRL 6→7)
UCF bone health samples provided by Dr. Melanie Coathup (Professor of Medicine, AIMBE Fellow) — studying how microgravity-altered fluid flow affects bone cell response
No LFI-specific publication found as of April 2026 (~28 months post-flight). The npj Microgravity 2025 paper covers only Neuropixels.
imec sells LFI demo kits commercially (ground-based market)
No ISS follow-on confirmed for LFI
Partners: Space Tango (integration), UCF (samples + research), NeoCity Academy (STEM education)
Added full investigation section to imec-usa-neuropixels.md

What I found¶

1 MODERATE FINDING:

Impossible Sensing has paying customers for Flow product — Surprise level: MODERATE. Expectation: SBIR company with IP but pre-revenue (per Session 60 assessment). Reality: NASA Spinoff (Dec 2025) confirms 20+ units sold to major E&P companies through a Canadian subsidiary. This is one of the clearest SBIR→commercial product transitions in the FO-adjacent portfolio. The Mars rover spectroscopy → oil field flow metering pipeline now has revenue-generating endpoints.

1 NEGATIVE FINDING:

No LFI publication ~28 months post-flight — Surprise level: LOW-MODERATE. The Neuropixels companion project published in npj Microgravity 2025, but the LFI results remain unpublished. This may indicate data quality issues, or simply slower bone biology analysis (Coathup's work spans long experimental timelines). Worth monitoring.

Surprise assessment¶

Expectation before session: Goeppert — no change (CORRECT). Impossible Sensing — no change (WRONG, found commercial customers). IMEC LFI — publication likely (WRONG, no publication found).
Delta: The Impossible Sensing commercial traction was a genuine positive surprise. The LFI publication gap was a mild negative surprise — bone biology studies can be slow, but 28 months is notable.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes + 1 companion project investigated)
121 org pages (unchanged — 2 refreshed, 1 expanded, 0 new)
21 topic pages (unchanged)
152 linkages (+1 new: Impossible Sensing Flow commercial product)

What's next¶

Session 84 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 36 — Next stalest pages (Session 61): Ultrasonic Technology Solutions (space laundry). Others at Session 65: multiple pages. 3. IMEC Silicon Microfluidic Blood Test [106712] — 3rd IMEC FO project, nanofluidic blood CBC chip, not yet deeply investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 or 3.

Session 82 — 2026-04-07¶

What I did¶

Stale page refresh batch 34: Refreshed 3 organization pages — targeting the stalest pages in the KB (all at session 54):
UF Ferl/Paul Space Plants (54 → 82) — MINIMAL CHANGE: NS-25 results still unpublished after 18 months (manuscripts in preparation). Ferl now has additional title of Assistant Vice President of Research at UF. UF published anniversary feature (Aug 2025). Project 106579 still active, ending Jun 2026, no TechPort changes since Jan 2026. NS-35 data also unpublished. No new experiments announced beyond what was already tracked.
Sandia Balloon Aeroseismometer (54 → 82) — MODERATE UPDATE: (a) AtmoSense 2024 campaign results published — Bowman et al. (ESS Open Archive, Feb 2026) reports first direct observational evidence of wind-driven azimuth-dependent low-pass filtering of infrasound at local ranges, from two 10-ton TNT explosions (May & Oct 2024, EMRTC Socorro NM) recorded by 31 stations. Full dataset published on Zenodo. (b) OSIRIS-REx SRC infrasound paper — Silber & Bowman (Seismological Research Letters 2025), 39 stations across NV/UT captured hypersonic re-entry infrasound. Part of SRL Focus Section. (c) Bowman productive at PNNL — 3+ new publications in 2025-2026. Publication count updated from 5+ to 11+. Venus mission landscape unchanged (VERITAS ramping slowly, DAVINCI+ $99M FY2026, FY2027 budget uncertain).
CU Boulder Starshade (54 → 82) — MINOR UPDATE: (a) HWO industry tech maturation contracts awarded Jan 5, 2026 — 7 companies (Astroscale US, BAE Systems, Busek, L3Harris, Lockheed Martin, Northrop Grumman, Zecoat) selected for 3-year contracts. Focus is coronagraph/telescope/UV — no starshade track. This further reduces starshade probability. (b) NIAC ISEE Phase I (Mather) likely wrapping up mid-2026, no results published yet. (c) Cash still quiet — no publications or grants found in 18+ months. (d) FY2027 proposed 47% science cut threatens HWO timeline. Assessment: starshade probability has continued to decrease.

What I found¶

1 MODERATE FINDING:

Bowman's AtmoSense 2024 campaigns are published — Surprise level: LOW (expected these papers to appear). The key finding (wind-driven low-pass filtering) is novel geophysics but doesn't change the FO outcome assessment. What IS notable is the pace: Bowman has published 3+ papers in 2025-2026 from PNNL, including open data on Zenodo. The aeroseismometer research program is among the most publication-productive in the FO portfolio. Total publication count now at 11+, up from 5+ at Session 28.

Surprise assessment¶

Expectation before session: UF plants — NS-25 paper published (WRONG, still unpublished). Sandia — new papers from 2024 campaigns (CORRECT). Starshade — no change (CORRECT).
Delta: The 18-month gap between NS-25 flight and publication is the only surprise. Genomics analysis can be slow, but this is pushing into unusual territory. Worth monitoring.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
151 linkages (unchanged)

What's next¶

Session 83 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 35 — Next stalest pages: UPR Ammonia Fuel Cell (55), Wyle OCT/SANS (55), UT Southwestern ICP (55). 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 or 3.

Session 81 — 2026-04-07¶

What I did¶

Stale page refresh batch 33: Refreshed 3 organization pages — targeting the stalest pages in the KB (all at session 52):
Harvard Wildfire Smoke (52 → 81) — NO CHANGE: No new contracts, publications, or operational deployment found. 10 months since FO project closeout (Jun 2025) with no follow-on federal funding. Assessment unchanged: successful TRL 7 demonstration without funded path to operations. Approaching reclassification to "successful demonstration / no follow-on" if no contracts appear by mid-2026.
JHUAPL VACNT RAVAN (52 → 81) — SIGNIFICANT UPDATE: Discovered that Libera, a $130M NASA Earth Venture Continuity instrument launching on JPSS-4 in 2027, uses VACNT absorbers — the same technology RAVAN demonstrated in orbit. Libera (PI: Peter Pilewskie, LASP/CU Boulder) will extend CERES Earth radiation budget data record through the 2030s. SPIE 2020 paper evaluated VACNTs for next-gen ERB radiometer. This is technology heritage (not institutional transfer — APL→LASP), but the $130M downstream connection makes RAVAN→Libera one of the strongest FFRDC technology maturation stories in the FO portfolio. Also updated SELINE context (Drew Turner, APL, lunar radiation, selected Jan 2026).
JPL Precision Landing (52 → 81) — MODERATE UPDATE: (a) CP-12/Draper delayed to NET 2030 (ispace ULTRA redesign, new engine vendor). (b) Blue Moon Pathfinder MK1 "Endurance" still NET 2026 but no SPLICE sensors confirmed — corrects Session 52 speculation. (c) Lars Blackmore elected to National Academy of Engineers 2026 — highest professional recognition of the lossless convexification work originating from G-FOLD/FO. (d) SpaceX Starship launch-site landing planned 2026. (e) Acikmese published AIAA SciTech 2025 paper extending 6-DoF PDG algorithms.

What I found¶

1 SIGNIFICANT FINDING, 1 MODERATE FINDING:

Libera $130M instrument uses RAVAN-heritage VACNT technology — Surprise level: HIGH. Expectation: RAVAN had no follow-on and the constellation concept stalled. Reality: the VACNT technology found a different path — adoption into a flagship-class $130M instrument (Libera) launching on JPSS-4 in 2027. This makes the FO suborbital flight → RAVAN CubeSat → Libera operational instrument arc a ~13-year technology maturation story and one of the highest-dollar-value FFRDC technology chains in the FO portfolio. Caveat: technology heritage connection (same material, same domain), not confirmed institutional transfer from APL to LASP. Confidence: Suggestive.
Lars Blackmore NAE election validates G-FOLD heritage — Surprise level: LOW (expected recognition), but notable for FO provenance. The National Academy of Engineers election explicitly recognizes the powered descent guidance work that began with G-FOLD, which was validated on FO flights in 2013–2014. This is the highest-profile professional recognition of any FO-originated technology.

Surprise assessment¶

Expectation before session: Three minor refreshes with no significant new findings (pages were stale because they were stable).
Delta: The Libera VACNT connection was genuinely unexpected and significantly changes the RAVAN page's impact assessment. The CP-12 delay to 2030 was already known from the Draper page (Session 62) but hadn't been reflected in the JPL page.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 3 refreshed, 0 new)
21 topic pages (unchanged)
151 linkages (+1 new Libera technology heritage entry)

What's next¶

Session 82 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 34 — Next stalest pages in the KB. 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 or 3.

Session 80 — 2026-04-07¶

What I did¶

Tomorrow.io deep dive: Created comprehensive topic page tropics-tomorrow-io-tech-transfer.md tracing the full FO [94156] → TROPICS → Tomorrow.io TMS commercial constellation chain. This is the most commercially impactful FO lineage in the portfolio.

Key research: 1. Company profile: Tomorrow.io (formerly ClimaCell, 2016), founded by Elkabetz/Zlotnik/Goffer/Messer. ~224 employees, Boston HQ. Raised ~$500M total VC across 6 rounds, including $175M Series F (Feb 2026) at >$1B valuation (unicorn). 2. CRADA details: MIT Lincoln Lab transferred TROPICS microwave sounder designs via 18-month CRADA (2022). Delivered 3 initial flight units. Trained Tomorrow.io + 7 industry partners. Won FLC 2025 Excellence in Technology Transfer Award. Key detail: navigated complex licensing across 15 years of prior government IP. 3. TMS constellation: 6U CubeSats, 12 kg, 12+ channels (91–204 GHz), 2200 km swath. Launch history: S1-S2 (Aug 2024, Transporter-11), S3-S4 (Dec 2024, Bandwagon-2), S5-S6 (Mar 2025, Transporter-13), S7 (Apr 2025, Bandwagon-3). 13 total launched, 11 operational as of Jan 2026. Full constellation: 18 sounders planned. 4. USASpending: Found $35.1M in tracked government contracts across 12 awards — USAF $27.0M (radar/weather data pilots), NOAA $5.8M (microwave sounder evaluation), NASA $2.2M (CSDA). 5. NOAA validation chain: $4.93M pilot study (Oct 2024) → ITSC-25 results (Jul 2025) → JCSDA "overwhelming positive impact" → AWIPS2 integration (Dec 2025) → first commercial provider of operationally validated microwave sounder data (Jan 2026) → NOAA RFP for Commercial Microwave Sounder Data Buy released Apr 1, 2026 (proposals due Apr 22). 6. Performance: 2 TMS instruments match 2 ATMS for water vapor; 50% of ATMS for temperature. Forecast improvements persist 2–3 days. QJRMS peer-reviewed (Guerrette et al., Feb 2026). 7. DeepSky: Next-gen constellation announced Jan 2026 (larger satellites, multiple instruments, funded by $175M Series F).

Updated cross-references: MIT TROPICS org page, fo-mission-infusion-summary.md, portfolio tracker, index.md, linkages-fo.json (3 new linkage entries: commercial tech transfer, government contracts, private funding — $535.1M total downstream).
Updated best-sources.md: Added FLC awards and NOAA CWDP as newly validated source types for FO tracing.

What I found¶

1 SIGNIFICANT SYNTHESIS:

The government-to-commercial-to-government loop is unprecedented in the FO portfolio. Surprise level: MODERATE (the individual facts were known from Session 79, but the synthesis is new). NASA invested in FO+TROPICS research. MIT LL transferred the technology to a VC-backed startup via CRADA. NOAA is now procuring the data back from that startup via competitive procurement. The full dollar trail: ~$30M+ NASA (TROPICS EVM) → $35.1M government contracts to Tomorrow.io → $500M private VC investment → $1B+ company valuation → NOAA RFP for ongoing data purchase. This is qualitatively different from other FO outcomes (mission infusion, DoD adoption, product sales) — it's a complete ecosystem where FO-tested technology became the foundation for a new commercial weather data market. The April 2026 NOAA RFP for commercial microwave sounder data buy is the direct procurement consequence. Tomorrow.io is the only company with operational microwave sounders in orbit.

Surprise assessment¶

Expectation before session: Tomorrow.io would have NOAA contracts for data, some DoD contracts, significant VC funding ($100M+).
Delta: VC funding was 5× higher than expected ($500M vs ~$100M). USAF contracts dominated the government portfolio (77% of $35.1M) — NOAA contracts are relatively small. The NOAA RFP released just days ago (Apr 1, 2026) was not expected. The "government buys its own R&D outputs back from a commercial company" loop was not anticipated as a distinct pattern.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged)
121 org pages (unchanged)
21 topic pages (+1: tropics-tomorrow-io-tech-transfer.md)
150 linkages (+3 new Tomorrow.io entries)

What's next¶

Session 81 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 33 — Harvard Wildfire Smoke (52), JHUAPL VACNT RAVAN (52), JPL Precision Landing (52). 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 (stale refresh batch 33).

Session 79 — 2026-04-07¶

What I did¶

Stale page refresh batch 32: Refreshed 4 organization pages — targeting the stalest pages in the KB:
Ames FLUTE (51 → 79) — MODERATE UPDATE: (a) ISS Axiom-1 results paper published (arXiv 2510.06474, Oct 2025) — polymer lenses achieved sub-nanometric smoothness but showed unexpected thermo-chemical polymerization deformations unique to microgravity; water lens (172 mm) confirmed scalability. The polymer deformation is a significant new open problem. (b) New theory paper (arXiv 2602.14856, Feb 2026) extending fluidic shaping to arbitrary geometries. (c) NIAC Phase II still active, on track for May 2026 completion. (d) No Phase III selection yet.
MIT TROPICS (51 → 79) — SIGNIFICANT UPDATE: (a) Tomorrow.io commercial tech transfer confirmed — MIT LL signed CRADA (2022), transferred TROPICS microwave sounder designs. Tomorrow.io has 7 TMS satellites in orbit (Aug 2025), became first commercial provider of NOAA-validated microwave sounder data (Jan 2026). JCSDA called forecast impact "overwhelming positive." FLC 2025 Excellence in Technology Transfer Award. This is arguably the most commercially impactful FO lineage in the portfolio. (b) Flagship results paper: Blackwell et al., Proceedings of the IEEE (Jul 2025). (c) 5+ publications total in 2025. (d) Mission ended Nov 12, 2025; final storm Hurricane Melissa (Cat 5, Jamaica). (e) Cahoy's STAR Lab shifted focus to MOSAIC, CLICK, GNSS-RO.
RPI Ring-Sheared Drop (51 → 79) — MODERATE UPDATE: (a) New ISS campaign launched April 21, 2025 (CRS-32) — NSF-funded, expanded protein set (IgG, Insulin, HSA). (b) NSF $452,847 grant (Hirsa + Underhill, 3 years from Aug 2023). (c) PSI-160 dataset published (June 2025, DOI: 10.60555/smat-bb74). (d) New publication: Adam et al., Fluids 2025. (e) RSD now 7+ years operational on ISS, 4+ campaigns, multi-agency funding (NASA + NSF).
SwRI Cluster (53 → 79) — MINOR UPDATE: (a) LMS science results now widely covered (Science/AAAS, Science News, Space.com, Apr 2026) — no journal paper yet, EGU 2026 session scheduled. (b) LITMS further delayed: ispace announced ULTRA redesign (Mar 2026), NET 2030. (c) VG Delta on track for fall 2026 first flights; Stern's 2nd flight still contingent on Delta schedule. (d) BORE still dormant.

What I found¶

1 SIGNIFICANT FINDING, 2 MODERATE FINDINGS:

Tomorrow.io is the most commercially impactful FO tech transfer — Surprise level: HIGH. The FO→TROPICS→Tomorrow.io chain was not previously documented in the KB. The chain: FO parabolic flight (2013–2016, [94156]) → MicroMAS CubeSats → NASA TROPICS constellation (2023–2025) → MIT LL CRADA tech transfer → Tomorrow.io TMS constellation (7 satellites operational, NOAA validated, first commercial microwave sounder data). This is qualitatively different from other FO outcomes — it's not just mission infusion or follow-on funding, it's a complete research-to-commercial pipeline where FO-tested technology is now providing operationally validated weather data to NOAA via a private company.
FLUTE ISS experiment revealed microgravity-specific polymer problem — Surprise level: MODERATE. Parabolic flights (20-25 seconds) were too brief for polymerization to complete, so this thermo-chemical deformation issue only appeared in sustained ISS microgravity. This is exactly the kind of finding that justifies the FO→ISS escalation — and it demonstrates that FO's brief microgravity windows have a fundamental limitation for in-space manufacturing validation.
RSD has become a multi-agency ISS asset — Surprise level: LOW (consistent with facility maturation pattern). But the NSF co-funding is notable — an FO-originated facility now receiving NSF funding expands the impact story beyond NASA. The 7+ years of continuous ISS operations with 4+ experimental campaigns is among the longest FO→ISS arcs.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 4 refreshed, 0 new)
20 topic pages (unchanged)
147 linkages (unchanged)

What's next¶

Session 80 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 33 — Next candidates: Harvard Wildfire Smoke (52), JHUAPL VACNT RAVAN (52), JPL Precision Landing (52). 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results. 4. Tomorrow.io deep dive — The TROPICS→Tomorrow.io tech transfer deserves its own topic page. Trace the full CRADA, dollar amounts, constellation details, NOAA contract values.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 4 (Tomorrow.io deep dive) — it's the biggest new FO outcome story discovered in weeks.

Session 78 — 2026-04-07¶

What I did¶

Stale page refresh batch 31: Refreshed 4 organization pages — targeting the stalest pages in the KB:
Qascom LuGRE (57 → 78) — MODERATE UPDATE: (a) IAC 2025 paper (Milan, Oct 2025) — full mission results with 16 transit-phase and 9 lunar surface data runs. (b) Daniel Estévez published first independent analysis of LuGRE Zenodo dataset (Dec 2025). (c) Lunar Pathfinder NET November 2026 on Firefly Blue Ghost M2 (assembly ~50% complete). (d) NovaMoon approved at ESA Ministerial 2025 — adds geodetic/timing station on lunar surface. (e) 2 new ESA NAVISP contracts: ALIGNED (handheld PNT) and Lunar Surface PNT Beacon demonstrator (meter-level accuracy). (f) No LuGRE-2 announced; no journal paper yet.
CisLunar Industries (53 → 78) — MINOR UPDATE: (a) Vigoride 7 on-orbit, solar arrays deployed (1.6 kW), telemetry nominal; no EPIC PPU performance data yet (multi-month test campaign). (b) Momentus bankruptcy risk revised downward from ~75% to ~50% — closed $5M private placement Jan 2026; Vigoride 8 fully allocated to US government customer. (c) No new CisLunar contracts or funding beyond $2.6M seed. (d) ISS SMPS experiment still sidelined.
SpaceX Dragon V2 PMD (56 → 78) — MINOR UPDATE: (a) CRS-33 splashdown Feb 27, 2026 — first Dragon with ISS reboost capability (6 reboosts during 6-month stay). (b) CRS-34 NET May 2026. (c) No further Dragon capsules will be built — fleet fixed at 5, transition to Starship. (d) Crew-13 still NET Oct 2026, no crew assigned.
Northwestern Freeze-Cast (57 → 78) — NO CHANGES: SpaceICE CubeSat still dead. FreezeCasting.net now inaccessible (connection refused). No new microgravity freeze-casting publications from any group. Field moved to terrestrial applications.

What I found¶

1 MODERATE FINDING:

Qascom systematically building cislunar navigation stack — Surprise level: LOW (expected given €123M Moonlight contract). But the breadth is notable: LuGRE proven data → L-CNS prototype (LunaNet V5 compliant) → PNT beacon demonstrator (meter-level accuracy) → Moonlight user segment leadership → Lunar Pathfinder NET Nov 2026 on Blue Ghost M2. Qascom has gone from "small Italian company with an FO project" to "lead navigation user segment provider for ESA's flagship lunar infrastructure program." The FO project [106593] — which had literally zero metadata in TechPort — was the technology maturation step that enabled all of this.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 4 refreshed, 0 new)
20 topic pages (unchanged)
147 linkages (unchanged)

What's next¶

Session 79 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 32 — Next candidates: SwRI Cluster (Session 53), SpaceWorks/TVA (Session 55 per header but check), Controlled Dynamics (Session 58). 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2.

Session 77 — 2026-04-07¶

What I did¶

Stale page refresh batch 30: Refreshed 4 organization pages — all previously had no "Last updated" session tracking:
UP Aerospace (first tracked → 77) — SIGNIFICANT UPDATE / CORRECTION: (a) Spyder is NOT an orbital launch vehicle — it's a hypersonic sounding rocket (Mach 10+). Previous page described "orbital Spyder in development" based on aspirational marketing; web evidence shows no active orbital development program. Corrected throughout. (b) SL-18 mission (Nov 19, 2025) successfully demonstrated Redwire/LANL AM-TPS deployable heat shield — SpaceLoft evolving from payload carrier to reentry test platform. (c) Spyder-2 with GNC integration scheduled early 2026. (d) SL-15 mission Oct 1, 2024 (NASA FO payloads). (e) LANL Stockpile Responsiveness Program confirmed as Spyder maiden flight funder. (f) No new USASpending contracts.
UofL Aqueous Surgery (first tracked → 77) — MODERATE UPDATE: (a) Scientific American feature article (Feb 20, 2024) — major media coverage of AISS. (b) BJS 2025 (Oxford Academic, top-tier surgical journal) identifies AISS as "the most mature design among proposed containment systems for space surgery" — significant external validation. (c) SAGES Space Surgery white paper (Surgical Endoscopy 2024) acknowledges Pantalos for "profound longitudinal efforts." (d) Team applied to fly advanced prototypes on VG SpaceShipTwo. (e) Pantalos career: 43 parabolic flight research missions.
Aerospace Corp AMU (first tracked → 77) — MODERATE UPDATE: (a) AMU miniaturized to quarter-size, enabling small balloon flights. (b) Aerospace Corp's AeroCube program described as "largest and most impactful on-orbit solar cell testbed capability in the world" — AMU is the calibration foundation. (c) AeroCube-10 assembly methodology achieved "wide-scale industry adoption." (d) DiskSat launch Dec 18, 2025 — 4 DiskSats on Rocket Lab Electron (STP-S30), 1m diameter, >200W solar cells. New Aerospace Corp satellite platform, potentially connected to AMU pipeline. (e) 2 IEEE conference papers on balloon AM0 calibration.
Sierra Lobo MLA (first tracked → 77) — MODERATE UPDATE: (a) MLA robot flew CERISS parabolic flights in March 2024 (Zero Gravity Corporation) — selected as 1 of 11 TechFlights. NASA Science feature article published. (b) SBIR lineage confirmed: Phase I H8.01-5371 (2020) "Compact and Automated Liquid-Handling Robot for Microgravity Uses." (c) CryoCube heritage: Sierra Lobo built/launched 3U CubeSat with KSC — demonstrates space hardware capability. (d) New USASpending: 80SSC025FA004 ($15.48M SSC test ops 2025-2026), N6833523C0698 ($2.21M Navy R&D 2023-2026).

What I found¶

1 CORRECTION, 2 MODERATE FINDINGS:

UP Aerospace Spyder is suborbital, not orbital — Surprise level: MODERATE. The original page (written Session ~6-8) reflected aspirational language from TechPort descriptions and SpaceNews coverage about "~$1M per 10 kg to LEO." Web evidence in 2026 shows no orbital development — Spyder is a Mach 10+ hypersonic sounding rocket for LANL/DoD testing. The "orbital" claim was never false per se (it was UP Aerospace's stated goal), but it's now clearly aspirational rather than active. Corrected throughout the page.
AISS recognized as state-of-the-art space surgery containment — Surprise level: LOW (expected given TRL 7 achievement), but the BJS 2025 assessment is notable because it comes from the British Journal of Surgery, a top-5 surgical journal. When a top-tier surgical journal calls your FO-tested technology "the most mature design," that's a level of external validation most FO projects never achieve.
Aerospace Corp's AMU feeds "world's largest on-orbit solar cell testbed" — Surprise level: LOW (consistent with FFRDC pattern). But the scale is notable: AMU balloon calibration → AeroCube on-orbit testbed → DiskSat 200W platform → industry-adopted assembly methodology. The FO-funded balloon calibration work is the foundation of an enterprise-scale solar cell characterization capability.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 4 refreshed, 0 new)
20 topic pages (unchanged)
147 linkages (unchanged)

What's next¶

Session 78 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 31 — Next candidates: NJIT EHD (Session 56), Henry Ford Health (Session 56), Protoinnovations (Session 56). 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 (stale refresh batch 31).

Session 76 — 2026-04-07¶

What I did¶

Stale page refresh batch 29: Refreshed 4 organization pages — all previously had no "Last updated" session tracking:
TMT IsoTherm (first tracked → 76) — SIGNIFICANT UPDATE: (a) Phantom Space acquired Vector Launch assets/IP (Feb 2026) for Daytona LV. (b) Series B closed late 2025 (eight-figure). Series C in progress. (c) Daytona first flight pushed to H2 2027. (d) Phantom Cloud mid-2027 deployment, third-party rocket first. (e) Ubotica Technologies partnership for on-orbit AI processing (CogniSAT-XE2). (f) NASA VADR umbrella contract (80KSC023FA105, $0 base). TMT acquisition is part of aggressive vertical integration strategy — Vector Launch + TMT in 2 months.
Space Lab Technologies (first tracked → 76) — MODERATE UPDATE: (a) NEW SOSH Phase I ($156.4K, 80NSSC24PB511) — "Sensor Optimization for Space Habitat Awareness" — fifth technology domain for this company. (b) EcoMine has THREE awards totaling ~$1.2M (was tracking two). (c) Christine Escobar pursuing PhD at CU Boulder on CELSS robust design — explains the breadth (each SBIR maps to a dissertation subsystem). (d) Duckweed (Lemnaceae) confirmed as target crop. (e) Total portfolio now $4.1M+. (f) Colorado School of Mines collaboration for EcoMine.
Airborne Systems (first tracked → 76) — MAJOR UPDATE: (a) Artemis II launched April 1, 2026 — Airborne Systems CPAS parachutes are on the Orion spacecraft right now, the first crewed lunar flyby since Apollo 17. Splashdown ~April 10. (b) Orion contract increased to $14.57M (was $13.57M). (c) 9 new DoD contracts tracked (2024-2026) totaling ~$52.9M. (d) Foreign Military Sales contracts appearing — T-11, MC-6, RA-1 sold internationally. (e) Total visible DoD now >$350M (was >$250M). Only FO-connected company with hardware on a crewed lunar mission.
IMEC Neuropixels (first tracked → 76) — MINOR UPDATE: (a) No ISS follow-on confirmed — Reumers "exploring opportunities." (b) Neuropixels Opto announced Feb 2025 (combined electrophysiology + optogenetics). (c) npj Microgravity 2025 paper confirmed as primary output. (d) imec 2025 overview features space work prominently but no new missions contracted.

What I found¶

1 MAJOR FINDING, 2 MODERATE FINDINGS:

Airborne Systems CPAS on Artemis II right now — Surprise level: LOW (Orion contract was already tracked). But the timing is extraordinary: Artemis II launched April 1, 2026, and as of Session 76 the spacecraft is in transit. When Orion splashes down ~April 10, Airborne Systems' parachutes will be the only FO-connected technology successfully used on a crewed lunar mission. This reframes the Airborne Systems page from "large contractor, narrow FO contribution" to "highest-visibility FO outcome in 2026." TIME-SENSITIVE: Update this page again after splashdown with results.
Space Lab's breadth explained by PhD — Surprise level: MODERATE. The "unusually diversified SBIR portfolio" puzzle from the original investigation is now explained: each award maps to a subsystem of Christine Escobar's dissertation on CELSS robust design. Five domains (food, ECLSS, thermal, ISRU, habitat sensing) aren't random proposal chasing — they're a systematic research program. This is the academic-entrepreneur pattern at its most deliberate.
Phantom Space's vertical integration pace — Surprise level: MODERATE. Two acquisitions in 2 months (Vector Launch Feb 2026, TMT Apr 2026), Series B recently closed, Series C in progress. This company is moving fast toward its mid-2027 Phantom Cloud deployment. Whether they can execute is uncertain, but the strategy (buy capabilities, don't build them) is coherent.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 4 refreshed, 0 new)
20 topic pages (unchanged)
147 linkages (unchanged)

What's next¶

Session 77 options: 1. Artemis II splashdown (~April 10) — Update Airborne Systems, Giner, and all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 30 — Next never-refreshed pages: UP Aerospace (3 FO projects, Spyder orbital LV), UofL Aqueous Surgery (Virgin Galactic flight, patent), Aerospace Corp AMU, Sierra Lobo MLA. 3. IMEC LFI companion project — Investigate 106660 lens-free imaging microscope results.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 (stale refresh batch 30).

Session 75 — 2026-04-07¶

What I did¶

Stale page refresh batch 28: Refreshed 4 organization pages — Session 55/68 pages:
UPR Ammonia Fuel Cell (Session 55 → 75) — SIGNIFICANT UPDATE: (a) Cabrera's research has diversified away from microgravity — recent publications are uranium remediation, cancer biosensors, environmental electrochemistry (ACS Omega 2025). (b) Fuel cell catalyst work continues (Pt-CeO₂, ECS Advances 2024) but not space-specific. (c) NSF-PREM $4.2M grant ended September 2024. (d) No active NASA funding visible. (e) Research arc assessment: the space electrochemistry line (2012–2023) has concluded successfully with the AELISS ISS flight and 2023 npj Microgravity publication. Not abandonment — natural completion of a research question.
UT Southwestern ICP (Session 55 → 75) — MODERATE UPDATE: (a) Added Sutton Scientific Achievement Award (2021, Space Medicine Association). (b) LBNP sleeping bag still not deployed to ISS — ground validation only. (c) Texas A&M (Diaz Artiles) conducting separate LBNP parabolic flights with Novespace (Nov 2025) — validating Levine's concept in actual microgravity. (d) 4+ new SANS community publications in 2025-2026 (AS-OCT expansion, anterior segment biomechanics, AI/ML models). (e) SANS research field is accelerating, not plateauing.
World View Enterprises (Session 55 → 75) — MINOR UPDATE: Ondas acquisition already well-covered in Session 55. Added: ONDS stock at $9.52 (Apr 6), 820% YoY Q1 revenue growth guidance, 26 World View employee equity grants, $375M 2026 revenue target (~7x over 2025). No new operational Stratollite missions announced post-acquisition.
Wyle OCT/SANS (Session 68 → 75) — MODERATE UPDATE: (a) 4+ new publications in 2025-2026: AS-OCT case paper (Life Sciences in Space Research 2025), anterior segment biomechanics (npj Microgravity 2026), AI deep learning for SANS (ScienceDirect 2025), corneal injury risk (MDPI Life 2025). (b) Key finding: ISS Spectralis already has anterior segment capability but AS-OCT is not routinely performed — low-hanging-fruit expansion of FO-originated platform. (c) OCT/SANS research generating 9+ publications and growing, making this one of the highest-publication-impact FO projects.

What I found¶

1 STRUCTURAL FINDING, 1 SURPRISE:

Cabrera's microgravity research line has concluded — Surprise level: LOW (expected given 3 years since last space publication). But the pattern is instructive: this is what a successful FO research arc looks like when it reaches natural completion. The fundamental question (how does microgravity affect ammonia oxidation?) was answered definitively with the AELISS ISS flight. The researcher returns to their broader field. Not every FO outcome is an ongoing pipeline — some are completed science.
AS-OCT underutilization on ISS — Surprise level: MODERATE. The ISS already has a Spectralis with anterior segment capability, but it's not being routinely used for AS-OCT monitoring. The 2025 paper argues this is a missed opportunity — anterior segment changes (corneal edema, tear film instability) may be underdiagnosed in astronauts. If AS-OCT monitoring begins, it would expand the FO-originated OCT platform's scope without any new hardware launch.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (unchanged — these are refreshes, not new investigations)
121 org pages (unchanged — 4 refreshed, 0 new)
20 topic pages (unchanged)
147 linkages (unchanged)

What's next¶

Session 76 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 29 — Next oldest: NJIT EHD (Session 56), Henry Ford Health (Session 56), Protoinnovations (Session 56). 3. AS-OCT investigation — The finding that ISS Spectralis has underused anterior segment capability could warrant a topic page on SANS diagnostic expansion.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 (stale refresh batch 29).

Session 74 — 2026-04-07¶

What I did¶

TechLeap Space Technology Payload Challenge deep dive — Investigated the 3 remaining TechLeap winners without org pages (Guinn Partners, Helogen Corporation, UTSA/SwRI). Created 3 new organization pages. Updated Momentus orbital testbed topic page with complete TechLeap winner data — all 10 now confirmed to have FO TechPort records.
Guinn Partners IMPRESS (184149) — NEW PAGE: Austin-based product engineering firm (40+ engineers) founded by Colin Guinn (ex-DJI North America CEO, ex-3D Robotics CRO). Not a space startup — an established consumer product firm ($75M Gel Blaster hit) applying manufacturing expertise to Mars penetrator swarms at $3K/probe. Co-I Craig Nehrkorn connected to ALFA Mars 501(c)(3) nonprofit. No prior NASA funding. TechLeap Prize is first space venture.
Helogen Corporation CELS (184150) — NEW PAGE: Space biology company (formerly Odyssey SpaceWorks) with existing orbital flight heritage from 2023. Claimed first autonomous genomic sequencing in orbit. $2.78M raised (AUM Ventures, Aurelia Foundry, One Way Ventures). HEL-IOS™ orbital biomedical operating system. Starlab Space/Voyager Technologies integration deal (Feb 2026). Acquired Vellon Space India (Apr 2025). AgResearch NZ partnership (Apr 2025). 3+ scheduled missions (HC-252, HC-263, HC-264). Most commercially advanced TechLeap winner.
UTSA e5 Lab + SwRI MARS-C (184153) — NEW PAGE: PI Sankarasubramanian (44 publications incl. Nature Energy/PNAS, 7 issued + 6 pending US patents, NAI Senior Member). Patent-pending electrolyzer converts Martian brine + CO₂ to methane/oxygen/ethanol at Martian ambient conditions. SwRI partnership provides mission engineering credibility. Multi-agency funding (NASA, DARPA, DOE, ARPA-E). Strongest IP portfolio of any TechLeap winner.
Updated Momentus orbital testbed topic page: Changed all 6 "Unknown" TechLeap winner FO records to confirmed project IDs. Added TechLeap Winner Profiles table characterizing all 10 winners by type, heritage, and assessment. Added related page links for all 6 new org pages.

What I found¶

3 NEW ORG PAGES, 1 MAJOR SURPRISE:

Helogen has orbital flight heritage — Surprise level: HIGH. Expected an early-stage TechLeap winner; found a company that already launched in 2023, achieved autonomous genomic sequencing in orbit, has Starlab station integration, acquired an Indian space startup, and has 3+ scheduled missions. This is fundamentally different from the typical FO early-stage pattern. Helogen is using TechLeap/FO to add NASA validation to an already-operational commercial platform.
Guinn Partners is a 40-person product firm — Surprise level: MODERATE. Expected a space startup or university lab; found an established consumer product engineering agency (Colin Guinn founded DJI North America, 3D Robotics). The ALFA Mars nonprofit connection suggests IMPRESS is the intersection of professional engineering capability and personal passion for astrobiology.
Sankarasubramanian has 13 patents — Surprise level: MODERATE. Expected a typical assistant professor; found a prolific inventor (7 issued + 6 pending patents) with Nature Energy/PNAS publications and multi-agency funding. The patent-pending electrolyzer signals commercial intent, not just academic publication.

Structural finding: All 10 TechLeap winners have FO TechPort records. This was unknown in Session 73 (4 confirmed, 6 "Unknown"). Now confirmed that NASA creates a TechPort project for every TechLeap winner — the FO→TechLeap pipeline is fully systematized.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~95 projects in DONE (+3 new org pages)
121 org pages (+3: guinn-partners-impress, helogen-cels, utsa-mars-c)
20 topic pages (unchanged — Momentus page updated, not new)
147 linkages (+3 new entries)

What's next¶

Session 75 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 28 — Next oldest: UPR ammonia fuel cell (Session 55), UT Southwestern ICP (Session 55), World View (Session 55). 3. Helogen verification deep dive — The company's claims (first autonomous genomic sequencing in orbit, 2023 launch) are from company sources only. Independent verification would strengthen the page.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 2 (stale refresh batch 28).

Session 73 — 2026-04-07¶

What I did¶

Created Momentus Vigoride orbital testbed topic page — documents the structural finding that FO is evolving from suborbital-only to orbital demonstrations via Momentus Vigoride. Mapped 4 FO-connected payloads on Vigoride missions (CisLunar EPIC + Solstar Deke on V7, COSMIC + Juno RDRE on future missions). Traced $8.2M+ NASA Armstrong contracts to Momentus. Found 4 of 10 TechLeap Prize winners already have FO TechPort records. Documented 75% bankruptcy risk to the platform.
Stale page refresh batch 27: Refreshed 4 organization pages — Session 50-53 pages:
Carthage College MPG (Session 50 → 73) — SIGNIFICANT UPDATE: (a) Two new Acta Astronautica papers — 2024 (liquid mass gauging during propellant transfer) and 2025 (acoustic LV interface detection, 0.7% accuracy). (b) NS-35 final flight (Sep 18, 2025) with PROTO + MUD payloads — final H.G. Wells capsule mission. (c) Additional $325K funding: $295.7K NASA SMD Bridge Seed + $30K Tank Venting Challenge win. (d) Technology pivot from MPG (gauging) to MUTT (ullage control) — new capability for propellant transfer. (e) IM-3 still H2 2026, MPG still not confirmed in manifest. (f) Total tracked revised to ~$3.2M. (g) Orr Reynolds Award + Hedberg Professorship (2024).
KSC AFTS (Session 52 → 73) — SIGNIFICANT UPDATE: (a) 84 cumulative Electron launches (5 in 2026). (b) FAA Part 450 deadline executed March 9, 2026 — all major US operators compliant, AFTS now mandatory industry-wide. (c) Neutron delayed to Q4 2026 (tank rupture Jan 21, 2026). (d) ESA FTSnext project developing international AFTS standard. (e) Post-FO NASA Spirent GPS simulator contract ($249.9K, 2023) confirms continued investment.
Honeybee Robotics (Session 53 → 73) — SIGNIFICANT UPDATE: (a) IM-5 CLPS rover win ($180.4M, Mar 24, 2026) — third active rover contract alongside CP-21 and VIPER/Blue Moon. (b) LAMPS confirmed TRL 6 (JSC Chamber A testing Sep 2024). (c) CP-21 supplier chain forming (Dcubed solar panels Jan 2026). (d) JAXA MMX on track for Nov 2026. (e) $465K sustaining contracts (Curiosity SMS + TRIDENT drill).
SNC/ORBITEC WCD (Session 53 → 73) — SIGNIFICANT UPDATE: (a) Sierra Space $550M Series C (Mar 5, 2026) at $8B valuation; new CEO Dan Jablonsky. (b) Dream Chaser confirmed as free-flyer only (no ISS docking). (c) Orbital Reef stuck at SDR (Jun 2025); CLDC on hold (Aug 2025). (d) $310K post-FO NASA WCD contracts found (JSC, 2017-2022) — previously unknown. (e) Weislogel 2025 NTRS paper on two-phase flow still active.

What I found¶

1 NEW TOPIC PAGE:

Momentus Vigoride as FO Orbital Testbed — Surprise level: MODERATE (pattern identified in Session 72, now fully documented). The FO→TechLeap→Momentus→Orbit pipeline is a structural program evolution. $8.2M NASA to Momentus. 4/10 TechLeap winners have FO records. Critical risk: 75% bankruptcy probability. Key insight for search methodology: hosting contracts are under Momentus' name, not the technology developer's — systematic search blind spot.

4 SIGNIFICANT ORG UPDATES:

Carthage 0.7% gauging accuracy — Surprise level: MODERATE. The 2025 Acta Astronautica paper establishes MPG as the highest-precision non-invasive gauging method demonstrated in microgravity. The MPG→MUTT pivot (gauging→control) is a strategic expansion, not just an extension.
FAA Part 450 executed — Surprise level: LOW (expected). But the confirmation is important: AFTS is now mandatory for every US launch. The FO project [106586] that went TRL 4→6 in 2019-2022 now underpins the entire US commercial launch industry.
Honeybee 3 active rover contracts — Surprise level: MODERATE. IM-5 ($180.4M) is new. Three simultaneous lunar rover contracts (IM-5, CP-21/Gruithuisen, VIPER/Blue Moon) makes Honeybee the dominant lunar rover manufacturer.
Sierra Space $550M Series C + Dream Chaser free-flyer — Surprise level: MODERATE. The $8B valuation is high but the Dream Chaser downgrade (no ISS docking) and Orbital Reef stall (CLDC on hold) suggest the WCD's deployment path is lengthening, not shortening.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates/new topic)
118 org pages (unchanged — 4 refreshed)
20 topic pages (+1 Momentus orbital testbed)
145 linkages (unchanged)

What's next¶

Session 74 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 28 — Next oldest: UPR ammonia fuel cell (Session 55), UT Southwestern ICP (Session 55), World View (Session 55). 3. TechLeap winners deep dive — Investigate the 6 TechLeap Space Technology Payload Challenge winners that don't yet have FO TechPort records (Aerofly, Ambrosia, Guinn, Helogen, Space Dust, UTSA). Are any already in FO?

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown data integration). If running before April 10, do Option 3 (TechLeap winners deep dive — extends the Momentus topic page).

Session 72 — 2026-04-07¶

What I did¶

Stale page refresh batch 26: Refreshed 4 organization pages — Session 49 pages:
Ecoatoms (Session 49 → 72) — SIGNIFICANT UPDATE: (a) Missed prior flight: NS-24 (Dec 19, 2023) — biosensors first flew Dec 2023, not Aug 2025 as previously documented. (b) Orbital flight: SpaceX Transporter-14 (Jun 23, 2025) — payload on The Exploration Company's Nyx capsule carrying organisms for biological behavior study. (c) ANIMA already flew as onboard computer powering A.R.E.S. on NS-35 (Aug 23, 2025 — date corrected from Sep 18). (d) NS-35 date correction: was Aug 23, not Sep 18 as previously stated. (e) SSBCI Venture Capital Program as early investor (Nevada state VC). (f) Massa named Director of UNR Aerospace & Defense Academy. (g) UNR NCAR lab infrastructure (BSL-2 wet lab, dry lab, prototyping). (h) Possible 2 TechLeap Prize wins (ANIMA 2024 per UNR, HERMES 2025 per TechPort).
Juno Propulsion (Session 49 → 72) — SIGNIFICANT UPDATE: (a) $2.5M NASA contract (Armstrong, Sep 29, 2025) to Momentus for on-orbit RDRE demo on Vigoride — same platform as CisLunar EPIC PPU. (b) NSF $275K grant funding UW partnership (30% to Prof. Carl Knowlen's Detonation Engines Lab). (c) Total tracked revised from $40K to ~$3.3M. (d) Launch NET Oct 2026, may slip to 2027. (e) Key insight: the $2.5M was awarded to Momentus, not Juno — which is why it was invisible in Juno-specific USASpending searches.
Blue Origin POSE (Session 49 → 72) — NO CHANGE: Blue Ring DarkSky-1 confirmed for spring 2026 launch. Bieniawski published drift-safe rendezvous guidance paper (Jan 2024). No POSE publications found. POSE remains zero-outcome.
Sierra Nevada ZGMMD (Session 49 → 72) — NO CHANGE: MMD still operational on ISS. Dream Chaser delayed (free-flyer demo late 2026). Same $2.39M in contracts. Stable.

What I found¶

2 SIGNIFICANT UPDATES:

Ecoatoms 3-flight cadence + orbital capability — Surprise level: HIGH. The KB had Ecoatoms as "no flights yet" in Session 15 and "first flight NS-35" in Session 49. In reality, they had 3 flights in 20 months (NS-24 Dec 2023, Transporter-14 Jun 2025, NS-35 Aug 2025) including an orbital mission. The ANIMA onboard computer already has flight heritage, making the TRL 2→8 target more credible. The Exploration Company partnership shows commercial customer diversification beyond NASA. SSBCI VC investment + UNR lab infrastructure + Aerospace Academy directorship show institutional depth beyond a typical early-stage startup.
Juno Propulsion $2.5M Momentus orbital demo — Surprise level: HIGH. Total tracked went from $40K to ~$3.3M. The $2.5M contract was to Momentus (not Juno), which is why it was invisible in prior searches. This reveals a pattern: NASA FO is using Momentus Vigoride as a general-purpose orbital testbed for TechLeap winners (same pattern as CisLunar Industries EPIC PPU on Vigoride 7). The FO program is evolving from suborbital-only to orbital demonstrations via commercial hosting contracts.

Pattern insight — Momentus as FO orbital testbed: Two FO/TechLeap companies (CisLunar Industries, Juno Propulsion) are now using Momentus Vigoride for orbital demonstrations. This is a structural finding about how FO deploys technologies to orbit — not through dedicated missions but via ride-along on commercial orbital transfer vehicles. This pattern may apply to other TechLeap winners.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 4 refreshed, 2 significant updates)
19 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 73 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 27 — Next oldest unrefreshed pages. 3. Momentus-as-testbed topic page — Create a cross-cutting topic page documenting the Momentus Vigoride orbital testbed pattern (CisLunar EPIC, Juno RDRE, possibly others). Could reveal additional FO technologies using this pathway.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 3 (Momentus topic page — a structural finding worth documenting).

Session 71 — 2026-04-07¶

What I did¶

Stale page refresh batch 25: Refreshed 5 organization pages — the oldest unrefreshed pages in the KB:
Varda Space (Session 38 → 71) — SIGNIFICANT UPDATE: (a) Series C $187M (Jul 2025), total funding $329M, valuation $500M–$1B. (b) ~197–199 employees (Mar 2026). (c) W-4 details: FAA Part 450 reentry vehicle operator license (first ever, through 2029), solution-based pharmaceutical crystallization payload. (d) 20-reentry agreement with Southern Launch (Koonibba) through 2028. (e) Monthly reentry cadence target by end 2028. (f) MDA SHIELD contract vehicle established (10-year, through 2035). (g) Leased former Mattel plant in El Segundo for expanded manufacturing.
Protoinnovations (no session → 71) — SIGNIFICANT UPDATE: (a) $6.2M Tipping Point (Jul 2023) — "Mobility Coordinator" onboard COTS software for lunar rover autonomy; largest single award. (b) EMBED app integrated into VIPER Core Flight System — slip/embedding estimation is actual flight software, not just test data. (c) New Phase III SBIR: K-REX2 ROS2 Control Interface ($105.7K, Sep 2025). (d) VIPER revived via Blue Origin CS-7 ($190M, late 2027). Total tracked revised: $25–26M (up from $19–20M).
Paragon COSMIC (no session → 71) — SIGNIFICANT UPDATE: (a) Gateway HALO ECLSS >$100M contract (finalized Jan 2022 with Northrop Grumman) — was mentioned in page but without dollar amount. This is Paragon's largest contract ever. (b) New CEO Mark Greeley + CFO Nina Grigsby (Nov 2025). (c) 9 new contracts found (2025+): BPA bladders, detrusor update, Navy R&D, MUD umbilical disconnect SBIR, DASHARA anomaly resolution STTR. (d) BPA maintenance extended through Dec 2030 (end of ISS life). Total tracked revised: $130M+ (up from $30M+).
Near Space Corporation (Session 36 → 71) — NO CHANGE: Aerostar Tillamook continues operations. No new contracts. OPB media feature Sep 2025 confirms visibility. Stable.
Teledyne Energy (no session → 71) — NO CHANGE: FO project closed Oct 2025. No new contracts. Sep 2025 flight data not published. Waiting for Artemis mission commitment. Artemis III restructuring (Feb 2026) delays lunar surface power demand.

What I found¶

3 SIGNIFICANT UPDATES:

Varda Series C $187M + infrastructure scale-up — Surprise level: MODERATE. The Series C takes total private funding to $329M, making Varda one of the best-funded FO portfolio companies (comparable to NanoRacks/Voyager). The FAA Part 450 license is a structural enabler — eliminating per-mission approval delays that plagued W-1. The 20-reentry Southern Launch deal and monthly cadence target by 2028 signal a manufacturing company, not a tech demo company. MDA SHIELD contract (nominal $500 but 10-year term through 2035) opens missile defense testing market.
Protoinnovations $6.2M Tipping Point + EMBED in VIPER cFS — Surprise level: HIGH. The original page described ProtoInnovations as a test data provider. In reality, their software is flight software on the VIPER rover itself — the EMBED app is integrated into the Core Flight System. The $6.2M Tipping Point (Mobility Coordinator) transitions them from component R&D to a systems-level software product. This is the only company in the portfolio with both lunar wheel terramechanics data AND flight-ready mobility control software. Total investment is $25–26M, not $19–20M.
Paragon HALO ECLSS >$100M — Surprise level: HIGH. The original page noted the HALO connection but valued the company's portfolio at "$30M+." The actual number is $130M+ when the HALO ECLSS contract is included. Paragon went from "mid-size ISS contractor" to "provider of life support for humanity's first permanent cislunar habitat." The BPA maintenance through Dec 2030 means Paragon will operate ISS water systems until station decommissioning while simultaneously building the Gateway replacement. Two new Phase I SBIRs (MUD, DASHARA) suggest expansion into EVA and autonomous habitat systems.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 5 refreshed, 3 significant updates)
19 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 72 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 26 — Continue with remaining Session 49 pages (ecoatoms, juno-propulsion, blue-origin-pose, sierra-nevada-zgmmd). 3. New FO projects investigation — 15 new projects identified in Session 40 portfolio expansion; none yet deeply investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 2 (batch 26 stale refresh).

Session 70 — 2026-04-07¶

What I did¶

Stale page refresh batch 24: Refreshed 5 organization pages — the oldest unrereshed pages in the KB:
SpaceWorks/TVA (Session 20 → 70) — SIGNIFICANT UPDATE: (a) X-60 air-launched rocket platform resurrected via NASA MACH $500K study contract (80AFRC25P0002, Aug 2025). Generation Orbit subsidiary is defunct but X-60 lives on under SpaceWorks proper. (b) 4 new contracts found: MDA scramjet $1.97M, FuseBlox cryo SBIR $850K, Space Force robotic truss $1.25M, MACH X-60 $500K. (c) Lunar logistics sub-contract (NextSTEP-2 Appendix R). (d) Astral Materials received separate SBIR for parabolic flight furnace validation. (e) Parafoil precision landing 250 ft accuracy. Total tracked revised: $70M+ (up from $64M).
Ad Astra VASIMR (Session 36 → 70) — MINOR UPDATE: (a) SpaceNukes signed LOI with Space Ocean Corp (Oct 2025) for 10 kW Kilopower reactor on ALV-N satellite — first commercial customer commitment. (b) SR-1 Freedom context added — validates NEP architecture, SpaceNukes reactor lineage, but uses xenon thrusters not VASIMR. (c) ProNova Energy green hydrogen plant in Costa Rica targeting mid-2026 operational — revenue diversification. (d) No VF-150 program updates found.
Air Squared (Session 36 → 70) — MODEST UPDATE: (a) Relocated Broomfield → Thornton CO (2022), new 22K sq ft facility (Apr 2024), $26.9M revenue (2026). (b) New vertical: tritium/fusion energy — peer-reviewed paper May 2025, Tritium 2025 exhibit, targeting 150 m³/hr for ITER. (c) Venus aerobot connection documented: HTSPS $850K SBIR is for JPL's variable-altitude Venus aerobot helium pump. (d) IATF 16949 automotive certification Aug 2025 + air suspension product Feb 2026. (e) No new NASA contracts.
Busek Company (Session 38 → 70) — SIGNIFICANT UPDATE: (a) ASCENT Hall Thruster $14.3M (FA930023C6007) — largest single DoD propulsion contract, green propellant proto-flight, completion Mar 2027. (b) 2 additional USAF contracts found ($2.81M electrospray, $750K plasma thruster). (c) Production milestones: 100+ BHT-350 launched (up from 80), BET-300P electrospray first space deployment, BHT-600 orbital debut imminent. (d) SR-1 Freedom narrative enriched with reactor details. Total tracked revised: ~$97M+ (up from $80M+).
CMU Whittaker (Session 38 → 70) — MODEST UPDATE: (a) Whittaker now Professor Emeritus (Feb 2026). (b) CMU Robotics Innovation Center opened Feb 27, 2026 (150K sq ft, Whittaker attended). (c) Blue Ghost Mission 1 fully successful Mar 2025 — de-risks MoonRanger delivery platform. (d) MoonRanger clarified as Blue Ghost Mission 4 (not 3). (e) Griffin-1 VIPER removed, Astrolab FLIP rover primary payload; VIPER resurrected via Blue Origin CS-7.

What I found¶

2 SIGNIFICANT UPDATES:

SpaceWorks X-60 resurrection — Surprise level: HIGH. The KB explicitly stated "X-60A program appears dead post-2020." NASA's MACH initiative revived it with a $500K study contract in Jan 2026. The X-60 platform migrated from defunct Generation Orbit to SpaceWorks proper. This means both FO strategies (payload return AND air launch) are alive. Combined with MDA scramjet ($1.97M), FuseBlox cryo ($850K), and lunar logistics sub, SpaceWorks is considerably broader than the KB captured.
Busek ASCENT $14.3M + production milestones — Surprise level: MODERATE. The ASCENT green propellant Hall thruster contract is the largest single DoD propulsion award for Busek and represents a new technology direction. The production numbers (100+ BHT-350 launched, BET-300P in space, BHT-600 debut imminent) show a company transitioning from R&D to volume manufacturing. Total government contracts now ~$97M+ — approaching $100M for a 60-person company.

3 MODEST/MINOR UPDATES:

Air Squared tritium/fusion vertical — Surprise level: MODERATE. A scroll compressor company pivoting into fusion energy tritium handling was unexpected. The ITER targeting is ambitious. Combined with automotive (IATF cert), Venus (aerobot pump), and $26.9M revenue, Air Squared is a much broader company than the space-only KB page suggested.
CMU Whittaker emeritus + Blue Ghost de-risked — Surprise level: LOW. Whittaker's emeritus status is an expected career transition; the Robotics Innovation Center is institutional news. Blue Ghost Mission 1 success (Mar 2025) is genuinely important — it de-risks the MoonRanger delivery platform, which now has a flight-proven lander unlike the troubled CLPS vehicles.
Ad Astra SpaceNukes/Space Ocean LOI — Surprise level: LOW. The LOI for a 10 kW Kilopower reactor test is a useful milestone for the NEP ecosystem but doesn't directly advance VASIMR. The hydrogen plant diversification is notable context.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 5 refreshed, 2 significant updates)
19 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 71 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 25 — Continue with remaining Session 36–38 pages (varda-space, ultrasonic-tech-solutions, etc.). 3. New FO projects investigation — 15 new projects identified in Session 40 portfolio expansion; none yet deeply investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 2 (batch 25 stale refresh).

Session 69 — 2026-04-07¶

What I did¶

Stale page refresh batch 23: Refreshed 5 organization pages from Sessions 3–8 (the earliest pages, never previously refreshed):
Psionic NDL (Session 3 → 69) — SIGNIFICANT UPDATE: (a) NDL flew on IM-2 (Athena), March 6, 2025 — southernmost lunar landing ever, but altimeter failed again, lander tipped over. NDL now 2-for-2 on CLPS missions. (b) GCD Tipping Point award 146990 discovered — "Validating No-Light Lunar Landing Technology" with Draper, 2023–2025, F/A-18 tests at Edwards AFB Feb 2025 (Mach 1, 30K ft). (c) 4 new peer-reviewed papers documenting IM-1 NDL performance (AIAA SciTech 2025, NASA TM). (d) Company now brands as "SurePath Navigation | Psionic" — dual-use GPS-denied navigation. (e) Full TechPort footprint expanded to 8 projects (previously 2 documented). (f) Diego Pierrottet identified as technical lead on most SBIR projects.
Space Foundry (no session → 69) — MINOR DOWNGRADE: ODME ISS demonstration toolheads (direct ink write, FDM, milling) don't include plasma jet printing — Space Foundry may not be the selected ISS demonstrator. Diamond quantum sensor SBIR Phase I ($150K, ended March 2024) did not advance to Phase II. No new contracts. Full TechPort footprint: 4 projects.
Henry Ford Health (Session 3 → 69) — MINOR UPDATE: Dulchavsky now CEO of Henry Ford Innovation Institute. Remote ultrasound guidance expanded to maternal care in 40+ countries via UN partnerships. ADUM program selected for Space Technology Hall of Fame. No new contracts or TechPort activity.
Mayo Clinic ATOM (Session 8 → 69) — SIGNIFICANT UPDATE: Zubair's team launched new ISS experiment on SpaceX CRS-33 (Aug 2025) — bone-forming stem cell research investigating IL-6 protein blocking. Published review paper in npj Microgravity (Nature, 2024). Bone loss findings published Jul 2025. Zubair's ISS mission count now 5 (2017–2025). ATOM suborbital flight still unconfirmed.
Night Crew Labs (Session 8 → 69) — SIGNIFICANT UPDATE: Bryan Chan (founder/PI) now co-founder and VP at Xona Space Systems (LEO PNT constellation, $19M Series A). Also serves on GPS.gov Advisory Board. Airborne GNSS-RO concept validated on actual Airbus commercial aircraft in 2024 GRL paper. Outcome category revised from "market timing problem" to "knowledge transfer to higher-leverage position."

What I found¶

2 SIGNIFICANT UPDATES:

Psionic NDL: IM-2 mission + Tipping Point — Surprise level: MODERATE. NDL flying on IM-2 was expected but the IM-2 altimeter failure (again) raises questions about how NDL was integrated into the guidance loop. The Tipping Point award 146990 was NOT in the KB — a GCD project for no-light lunar landing validation with Draper, including F/A-18 flight tests. This directly extends the FO maturation chain. 4 new peer-reviewed papers provide the first detailed performance data from FO-matured technology on the lunar surface.
Night Crew Labs → Xona Space Systems — Surprise level: HIGH. The Session 8 assessment was "dormant company, market timing problem." In reality, the founder carried his GNSS expertise to a well-funded PNT startup and a federal advisory role. The airborne GNSS-RO concept was independently validated on commercial aircraft in a 2024 GRL paper. This is the "talent and knowledge transfer" pathway — the company didn't scale but the knowledge did. This changes how we categorize "no follow-on" FO outcomes.

1 MINOR DOWNGRADE:

Space Foundry ODME assessment — Surprise level: LOW. The ODME ISS demo toolheads don't match plasma jet printing. The diamond quantum SBIR didn't advance. Space Foundry's trajectory is flattening — the $2.3M total contract value hasn't grown, and the ISS pathway appears blocked.

PATTERN: EARLIEST PAGES HAD THE MOST TO DISCOVER Sessions 3 and 8 pages were created from initial rapid triage with limited web search depth. The stale refresh cycle continues to find material errors and significant updates, even 67 sessions later. The Psionic Tipping Point discovery is the most notable — a whole GCD project that was invisible because the original investigation only searched for "Psionic" in FO, not across all programs.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 5 refreshed, 2 with significant updates)
19 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 70 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 24 — Continue with Session 51+ pages, or revisit other un-refreshed earliest-session pages. 3. New FO projects investigation — 15 new projects identified in Session 62 snapshot update; none yet investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 2 (batch 24 stale refresh).

Session 68 — 2026-04-07¶

What I did¶

Artemis III restructuring impact assessment: Cross-cutting analysis of how the Feb 27, 2026 Artemis III restructuring (LEO test mission, no lunar landing) affects FO technologies across the KB.
Created new topic page: topics/artemis-iii-restructuring-impact.md — comprehensive analysis of all affected FO technologies, tiered by impact severity.
Updated 6 existing pages with Artemis III restructuring context:
- final-frontier-design.md — Updated assessment section to reflect Artemis III LEO + Artemis IV (early 2028) moonwalk timeline
- wyle-oct-sans.md — Added note that Mini OCT timeline unaffected; LEO Artemis III may be earlier test opportunity
- lunanet-cluster.md — Updated FIGARO "Artemis III surface operations" reference + Nokia/Axiom 4G spacesuit integration target
- fo-mission-infusion-summary.md — Added architecture update callout; updated CP-12/JAM to NET 2030
- fo-technologies-artemis-ii.md — Added forward pointer to Artemis III restructuring and next-mission context
- index.md — Added new topic page entry (19th topic page)

What I found¶

Net assessment: The Artemis III restructuring has LIMITED impact on FO technology outcomes.

Only one FO technology (AxEMU / FFD heritage soft goods) is directly affected, and even that is a ~16 month delay to the moonwalk milestone — not a cancellation. The AxEMU still flies on Artemis III (mid-2027, LEO); it just doesn't walk on the Moon until Artemis IV (early 2028).

Why the impact is so small: 1. FO's lunar success runs through CLPS, not Artemis crewed missions. All 7 FO technologies on the Moon reached the surface via robotic CLPS landers. 2. The combined Feb–Mar 2026 Artemis overhaul (Artemis III demotion + Gateway cancellation + surface base pivot + CLPS expansion to 21 landings + SR-1 Mars mission) is net positive for FO's infusion portfolio. 3. The Gateway cancellation (March 24, 2026) had larger FO impact (Solstar, Paragon, Carthage) than the Artemis III restructuring.

Surprise level: LOW. The restructuring's limited impact on FO confirms a pattern: FO technologies reach space primarily through programmatic channels (CLPS, ISS, SBIR Phase III) rather than through the Artemis crewed mission sequence. The Artemis crewed missions are important for headline narrative (AxEMU/moonwalk) but not for the bulk of FO's deployment story.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — cross-cutting update only)
118 org pages (unchanged — 2 updated)
19 topic pages (+1: Artemis III restructuring impact)
145 linkages (unchanged)

What's next¶

Session 69 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 23 — Continue with remaining Session 49+ pages. 3. New FO projects investigation — 15 new projects identified in Session 62 snapshot update; none yet investigated.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 2 (batch 23 stale refresh).

Session 67 — 2026-04-07¶

What I did¶

Stale page refresh batch 22: Refreshed 4 organization pages from Session 48:
Lockheed OSIRIS-REx (Session 48 → 67) — SIGNIFICANT UPDATE: OSIRIS-APEX now threatened by FY2026 NASA budget cuts (47% science cut). PI DellaGiustina warned of "ghost spacecraft" risk. Second Earth gravity assist completed Nov 2025. One more gravity assist remains before Apophis rendezvous Apr 2029.
FOMS/Mercury ZBLAN (Session 48 → 67) — MINOR UPDATE: FOMS now claims 3 ISS missions completed (LinkedIn Jul 2025), up from 1 confirmed. Mercury Systems financial recovery underway (revenue $912M, EBITDA margins rebounding) but ZBLAN/ORFOM work still dormant. Flawless Photonics competitive position unchanged.
Virgin Orbit (Session 48 → 67) — MINOR UPDATE: Rocket Lab Neutron maiden flight moved to mid-2026 (earlier than Q4 2026); $600M revenue in 2025; Archimedes engines completed full-duration burns at Stennis. Stratolaunch adding Talon-A3 + second B747 carrier in 2026, targeting 24 missions/year.
Final Frontier Design / Axiom (Session 48 → 67) — SIGNIFICANT UPDATE: Artemis III restructured (Feb 2026) — now mid-2027, LEO rendezvous/docking only, NO lunar landing. First moonwalk delayed indefinitely. Axiom raised $350M (Feb 2026, UP round from $2B to >$2.5B, investors include Qatar SWF + Trump Jr.'s 1789 Capital). NASA flagged Axiom "struggling" with PLSS life support redesign. 850+ hrs testing (up from 700+).

What I found¶

2 SIGNIFICANT UPDATES:

OSIRIS-APEX budget threat — Surprise level: MODERATE. The mission is already in cruise and cannot be abandoned without losing the spacecraft. The 47% NASA science cut would affect many missions, but OSIRIS-APEX is particularly vulnerable because it's an extended mission (easier to cut than a primary mission). If defunded, the $800M+ OSIRIS-REx investment (including FO's TAGSAM validation) would lose its bonus science at Apophis. Congressional appropriations are the real decision point.
Artemis III no longer a lunar landing — Surprise level: HIGH. The Session 48 page had Sep 2026 as the Artemis III lunar surface EVA target. Now: (a) timeline slipped to mid-2027, (b) mission restructured to LEO-only with rendezvous/docking tests, (c) the AxEMU suit will test in LEO rather than on the Moon. The FFD heritage soft goods will fly sooner but walk on the Moon later. This is the single biggest change to the FFD/Paragon/Axiom outcome story since the KB was started.

2 MINOR UPDATES: FOMS 3-mission claim (unverified), Rocket Lab/Stratolaunch expansion timelines.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 4 refreshed, 2 with significant updates)
18 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 68 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 23 — Continue with remaining Session 49+ pages. 3. Artemis III restructuring impact assessment — The Artemis III → LEO-only change affects multiple KB pages (Final Frontier Design, Paragon COSMIC, Creare LAD, potentially Busek/Gateway). A cross-cutting update may be warranted.

Recommended: Wait for April 10, then do Option 1 (Artemis II splashdown). If running before April 10, do Option 3 (Artemis III impact assessment across KB) — the restructuring is significant enough to warrant a focused pass.

Session 66 — 2026-04-07¶

What I did¶

Stale page refresh batch 21: Refreshed 5 organization pages from Session 47:
SpaceWorks/TVA (Session 47 → 66) — No change. RED-25 demo still targeted Q2 2026 with Astral Materials. No specific launch date announced.
Embry-Riddle ADS-B (Session 47 → 66) — No change. Part 450 transition completed March 9, 2026 (already documented). No new ADS-B-specific developments.
Northrop Grumman CNT (Session 47 → 66) — MINOR UPDATE: STP-S29A successfully launched today (April 7, 2026 at 4:33 AM PT) on Minotaur IV from Vandenberg SLC-8. This is the 3rd Minotaur IV launch in 12 months. EWS OD-1 (weather satellite) planned NET Q2-Q3 2026 on Minotaur IV.
Purdue Collicott Slosh (Session 47 → 66) — MINOR UPDATE: Virgin Galactic Delta-class structural assembly nearing completion, ground testing April 2026, first spaceflight Q4 2026. Purdue 1 remains on track for 2027 (6-8 weeks after commercial research flights). Collicott's seat paid by NASA through FO.
NIWC Pacific SOLD (Session 47 → 66) — MINOR UPDATE: SDA Tranche 1 mesh network still behind schedule; follow-on launches targeted May/June 2026. SDA issued new RFI for space-to-air optical communication terminals (Feb 2026) — expanding lasercom to aircraft links.

What I found¶

3 MINOR UPDATES:

Minotaur IV STP-S29A launch today — Surprise level: NONE (launch was already noted as scheduled in Session 47). But confirmed successful execution. 3 Minotaur IV launches in 12 months (NROL-174, STP-S29A, EWS OD-1 upcoming) shows sustained operational tempo on the platform that incorporated FO-validated CNT structures.
Virgin Galactic Delta progress — Surprise level: LOW. Delta-class on track for Q4 2026 first spaceflight. This provides concrete timeline confidence for Purdue 1 in 2027. Collicott's NASA-funded seat is confirmed.
SDA space-to-air optical terminals RFI — Surprise level: LOW-MODERATE. SDA expanding lasercom beyond sat-to-sat and sat-to-ground to include direct aircraft links. This extends the DoD lasercom pipeline that SOLD/CACI feeds into. The OISL delays on Tranche 1 are unchanged from Session 47 reporting.

2 NO-CHANGE UPDATES: SpaceWorks/TVA, Embry-Riddle ADS-B — confirmed current status, no new developments.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 5 refreshed, 3 with minor updates)
18 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 67 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 22 — Continue with remaining Session 48+ pages (Lockheed OSIRIS-REx, FOMS/Mercury ZBLAN, Virgin Orbit, Final Frontier Design). 3. Mango Materials topic page — The Session 64 commercial product finding warrants a topic page on "FO-to-retail product pipelines."

Recommended: Wait for April 10, then do Option 1 (Artemis II). If running before April 10, do Option 2 (batch 22 stale refresh).

Session 65 — 2026-04-07¶

What I did¶

Stale page refresh batch 20: Refreshed 8 organization pages from Session 46:
Blueshift/Outward Technologies (Session 46 → 65) — MINOR UPDATE: Added patent portfolio info. Blueshift holds patents for solar energy particle receiver system and solar concentrator reactor for oxygen extraction from regolith. IP protection is a positive commercial signal. All other status unchanged.
JHU/APL JANUS-SELINE (Session 46 → 65) — No change. Europa Clipper on track (Mars GA March 2025, Earth flyby Dec 2026, Jupiter April 2030). PIMS healthy in cruise. SELINE CLPS 2028 — no provider assigned yet.
JPL Gecko Gripper (Session 46 → 65) — MINOR UPDATE: Aaron Parness's Vulcan robot at Amazon now processed 500K+ orders, team grown to 250+ employees, expanding to more U.S./German facilities in 2026. Astrobee gecko research listed as "completed" in NTRS — ISS line concluded.
JPL Micro Sun Sensor (Session 46 → 65) — No change. Prox-1 mission complete (2019). No new sun sensor projects found.
JPL SPARTA (Session 46 → 65) — No change. LPSC 2025 abstract confirmed. No LPSC 2026 SPARTA presentation found. No mission selection. Still TRL 6, seeking host.
MIT SPHERES (Session 46 → 65) — No change. Saenz-Otero at UW. Astrobee continues ISS operations. iSparo 2025 paper already documented.
NJIT EHD (Session 46 → 65) — No change. Khusid's ISS colloid program continues. ACE-T-Ellipsoids active.
Purdue FEMTA (Session 46 → 65) — No change. No orbital mission confirmed. 6th-gen devices demonstrated. Orbital flight demo still in development.

What I found¶

2 MINOR UPDATES:

Blueshift patent portfolio — Surprise level: LOW. Expected a company with $8M+ in NASA SBIR funding to protect its IP. But confirmed patents on the core sintering + oxygen extraction technology chain strengthen the commercial viability assessment.
Parness/Vulcan scaling at Amazon — Surprise level: LOW (expansion was expected). But 500K+ orders and 250+ team members in 3 years shows the gecko gripper PI has built a significant industrial robotics program. The Astrobee gecko research being listed as "completed" closes that chapter — no more ISS gecko testing planned.

6 NO-CHANGE UPDATES: JHU/APL SELINE, JPL Micro Sun Sensor, JPL SPARTA, MIT SPHERES, NJIT EHD, Purdue FEMTA — all confirmed current status, no new developments.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 8 refreshed, 2 with minor updates)
18 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 66 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 21 — Continue with remaining Session 47+ pages. 3. Mango Materials deep dive — The Session 64 commercial product finding warrants a topic page on "FO-to-retail product pipelines."

Recommended: Wait for April 10, then do Option 1 (Artemis II). If running before April 10, do Option 2 (batch 21 stale refresh).

Session 64 — 2026-04-07¶

What I did¶

Stale page refresh batch 19: Refreshed 7 organization pages from Session 45:
Zandef Deksit/ExoCam (Session 45 → 64) — No change. No Phase II SBIR, no CLPS flight host, no web updates. Dead end assessment unchanged.
Mango Materials (Session 45 → 64) — SIGNIFICANT UPDATE: First commercial products shipping! Natura soap dish, Stella McCartney sunglasses (via Thelios), and Allbirds carbon-negative shoe all use Mango's methane-derived PHA biopolymer. These are the first physical consumer products from an FO-validated technology reaching retail shelves.
Giner Inc (Session 45 → 64) — No change. RFC Phase III ($931K) active through Nov 2026. All contracts on track.
Vital Space Team (Session 45 → 64) — No change. Komatireddy still CEO at Daytona Health, Austin TX.
MGH NINscan (Session 45 → 64) — No change. HRP grant through Mar 2026, multi-modal ICP suite expansion ongoing.
Saber Astronautics (Session 45 → 64) — SIGNIFICANT UPDATE: Global Sentinel 2025 exercise confirmed (April 28, Vandenberg SFB, ~30 nations + NATO). Space Cockpit now at 2,700+ operators on USSF Secret/Top Secret networks. IAC 2025 official partner (Sydney, Sep–Oct 2025). Company's DoD space ops footprint continues expanding.
Nexolve/Applied Aerospace (Session 45 → 64) — No change. PTD-4 LISA-T boom anomaly still unresolved. Combined company planning new deployable sub-systems line.

What I found¶

2 SIGNIFICANT UPDATES:

Mango Materials first commercial products — Surprise level: MODERATE. Expected continued R&D scale-up; didn't expect retail products already shipping. Natura soap dish + Stella McCartney sunglasses + Allbirds shoe = three premium brand partnerships. This is the strongest FO→commercial product pipeline in the portfolio. The methane-to-PHA technology validated in microgravity is now in consumer goods.
Saber Astronautics at Global Sentinel 2025 — Surprise level: LOW (Vanguard deployment was announced Dec 2024). But confirmed execution at a 30-nation exercise is a meaningful milestone. The 2,700+ operator count on classified networks is the clearest evidence of product-market fit in the DoD space ops market. FO attribution remains zero — this is the same pivot story, just bigger.

5 NO-CHANGE UPDATES: Zandef Deksit, Giner Inc, Vital Space Team, MGH NINscan, Nexolve — all confirmed current status, no new developments.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — 7 refreshed, 2 with significant updates)
18 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 65 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 20 — Continue with remaining Session 46+ pages. 3. Mango Materials deep dive — The commercial product finding is significant enough to warrant a topic page on "FO-to-retail product pipelines." Are there other FO technologies that reached consumer products?

Recommended: Wait for April 10, then do Option 1 (Artemis II). If running before April 10, do Option 2 (batch 20 stale refresh).

Session 63 — 2026-04-07¶

What I did¶

CLPS Lander Risk Analysis: Created new topic page topics/clps-lander-risk-fo-impact.md — a systemic analysis of how CLPS lander delays, failures, and bankruptcies affect FO-matured technologies.
Identified all FO projects with CLPS dependencies across 31 organization pages
Read 26 org pages in detail to extract lander dependencies, schedules, and risk status
Web-searched for latest CLPS lander schedules (Astrobotic Griffin-1, ispace ULTRA/CP-12, Blue Origin Blue Moon MK1, Intuitive Machines IM-3)
Built a comprehensive CLPS lander status board with risk ratings
Categorized FO-CLPS connections into 3 tiers: Delivered (7 techs), Manifested (5 techs), Future candidates (5 techs)
Calculated 21+ person-years of cumulative schedule slip caused by lander issues
Rhea Space Activity page update (Session 49 → 63): Updated CP-12 schedule from 2026 to NET 2030 and added cross-reference to new CLPS risk topic page. JAM lunar deployment now delayed 4+ years.

What I found¶

1 NEW TOPIC PAGE (major synthesis):

CLPS lander risk is the dominant bottleneck for FO lunar deployment — Surprise level: MODERATE (the Draper case was known, but the systemic pattern is worse than expected). Key findings:
Every FO technology in the active pipeline has reached its target TRL. The technologies are ready. The landers are not.
CP-12 is the worst case: 19-year arc for DMEN (2011-2030), where the last ~9 years of delay are entirely lander-side. Two FO organizations (Draper + Rhea) are held hostage by ispace's engine problems.
Masten bankruptcy orphaned ExoCam for 4+ years with no replacement host confirmed.
Firefly is the most reliable CLPS provider for FO: 1/1 clean success (Blue Ghost M1), 4 more missions contracted (M2-M5).
Intuitive Machines has a persistent tip-over problem: 2/2 landed but tipped, which limits data collection for payloads requiring upright operation.
21+ person-years of cumulative schedule slip across all FO-CLPS dependencies.

1 PAGE UPDATE:

Rhea JAM delayed to NET 2030 — Surprise level: LOW (cascaded from Session 62 Draper finding). But the $750K TechFlights grant is now funding a technology that won't fly for 4+ years. Rhea's DoD portfolio ($10.2M+) means the company survives regardless.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged)
118 org pages (unchanged — 1 updated)
18 topic pages (+1 new: CLPS lander risk)
145 linkages (unchanged)

What's next¶

Session 64 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 19 — 7 remaining Session 45 pages: zandef-deksit, mango-materials, giner-inc, vital-space-team, mgh-ninscan, saber-astronautics, nexolve-lisa-t. 3. Blue Moon MK1 pathfinder tracking — Blue Origin's first CLPS landing attempt is imminent (Q1-Q2 2026). Pre-populate a tracking page so we're ready to assess FO impact when it flies.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 19 stale refresh) — steady progress on freshness.

Session 62 — 2026-04-07¶

What I did¶

Stale page refresh batch 18: Updated 5 organization pages:
Draper precision landing (Session 44 → 62) — SIGNIFICANT UPDATE: CP-12 mission delayed from 2027 to NET 2030. ispace announced ULTRA lander (March 27, 2026), merging APEX 1.0 and Series 3 designs after VoidRunner engine (Agile Space Industries) failed to meet performance specs. Two sequential engine failures: original → VoidRunner (May 2025) → unnamed replacement (Mar 2026). CP-12 execution "pending approval by NASA." DMEN technology itself is mature — flew successfully on NS-29 (Feb 4, 2025, 3rd New Shepard flight). SPLICE ecosystem KSC field test (Mar 2025) demonstrated 15M-pulse lidar. Draper's broader navigation portfolio healthy: SCANS celestial nav for aircraft (deliveries late 2026), CNS for Navy Arleigh Burke destroyers (in production).
NanoRacks/Voyager (Session 45 → 62) — MODEST UPDATE: Mitsubishi Corporation elevated from equity partner to customer + board member (Jan 12, 2026) — reserved and pre-purchased Starlab payload capacity for Japanese research programs. Starlab commercial payload capacity fully booked. CLD Phase 2 formally on hold since Jan 28, 2026.
Blue Origin lidar (Session 45 → 62) — MODEST UPDATE: Endurance (MK1-SN001) left production facility Jan 20, 2026. Shipped to NASA JSC for thermal vacuum testing Feb 2026. Tangible hardware progress toward 2026 pathfinder launch.
Astrobotic (Session 45 → 62) — No significant changes. Griffin-1 still NET July 2026.
Falcon ExoDynamics (Session 45 → 62) — No significant changes.

What I found¶

1 SIGNIFICANT UPDATE:

CP-12 delayed to NET 2030 — Surprise level: HIGH. Expected the 2027 date to hold or slip modestly. Instead, the entire APEX 1.0 lander has been replaced by a new ULTRA design merging Japanese and US programs. This is the most dramatic schedule erosion in the FO portfolio — from Draper's 14-year arc becoming a potential 19-year arc. The key lesson: DMEN technology is fully mature (TRL 6/7, validated on Xodiac + 3 New Shepard flights), but the commercial lander it depends on keeps failing. FO's technology maturation succeeded; the commercial pathway is the bottleneck. This is a systemic CLPS risk pattern also visible in Astrobotic.

2 MODEST UPDATES:

Starlab fully booked — Surprise level: LOW. Expected given CCDR completion and IPO. But "fully booked" is a stronger commercial signal than "in discussions." Mitsubishi's triple role (investor, customer, board) is unusually deep commitment.
Endurance shipped to JSC — Surprise level: LOW. Expected hardware milestone progression. But tangible evidence (vehicle left factory, in TVAC) is more credible than schedule projections.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 63 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 19 — Continue with remaining Session 45 pages (7 remaining: zandef-deksit, mango-materials, giner-inc, vital-space-team, mgh-ninscan, saber-astronautics, nexolve-lisa-t). 3. CP-12/CLPS risk analysis — The Draper finding raises a broader question: how many FO technologies are at risk due to CLPS lander delays? Cross-reference all FO projects depending on CLPS vehicles (Astrobotic, ispace, Blue Origin, Intuitive Machines) and assess schedule risk.

Recommended: If running April 10+, do Option 1. Otherwise, Option 3 — the CLPS risk pattern is the most informative investigation given today's Draper finding.

Session 61 — 2026-04-07¶

What I did¶

Stale page refresh batch 17: Updated 4 organization pages from Sessions 42-44:
Ultrasonic Technology Solutions (Session 42 → 61) — No new developments. USASpending unchanged ($3.0M, 6 awards). No news on commercial product launches, pilot outcomes, or fabric refresher product. Website unchanged. Session number updated.
AeroFly LLC (Session 43 → 61) — MODEST UPDATE: Corrected founding date to May 2021 (was ~2023). Co-founder Marco Ciarcià moved to Colorado State University as Associate Professor, continues as CTO remotely. Team expanded to 8+ members. Flight-unit integration now underway at Brookings facility (6-9 months to microgravity testing). Full-scale 30-foot model in progress. Company origin traced to Dec 2019 $148K NASA drone research grant, pivoted to space tech 2022.
Ambrosia Space (Session 43 → 61) — MODEST UPDATE: Exhibiting at BIO International Convention 2026 — the world's largest biotech conference, signaling active biopharma partnership building. ABBY mission specs now detailed: 2.5L bioreactor, full sensor suite, 3 L/hr centrifuge, microbial + mammalian cell compatible. James Mahoney joined team (LinkedIn, Jan 2026). Active hiring across 5 disciplines.
UMD DYMAFLEX (Session 44 → 61) — SIGNIFICANT UPDATE: The SSL has evolved the DYMAFLEX heritage into a 4-generation design chain: DYMAFLEX → DymaFlight → TRAVELS → VERTEX/BioBot/KRITTER. Lab has pivoted from satellite servicing to lunar surface robotics post-OSAM-1 cancellation. VERTEX rover and BioBot arm presented at 2025 AIAA YPSE (BioBot runner-up in graduate judging). KRITTER published at AIAA SciTech 2026 (Jan 2026). VERTEX/BioBot field tested at NASA Goddard. RockSat-X corrected to TRL 7 (actuator flown in space).

What I found¶

1 SIGNIFICANT UPDATE:

UMD SSL lunar pivot — Surprise level: MODERATE. Expected continued academic development but not a clear strategic pivot away from satellite servicing. The 4-generation heritage chain (DYMAFLEX → DymaFlight → TRAVELS → VERTEX/BioBot/KRITTER) with active publications in 2025-2026 and Goddard field tests shows a lab actively re-orienting toward Artemis lunar surface applications. FO's 2014-2017 parabolic flights seeded manipulator dynamics validated in space (RockSat-X TRL 7), which now feeds lunar rover limb design. This is the longest heritage chain from an FO validation to a different application domain.

2 MODEST UPDATES:

AeroFly founding/team corrections — Surprise level: LOW. The May 2021 incorporation date and drone-to-space pivot arc add useful context. Co-founder split between SDSU and CSU is a sustainability question for a small company. Flight integration underway is a positive signal.
Ambrosia Space at BIO Convention — Surprise level: MODERATE. A pre-revenue space startup exhibiting at BIO International (100K+ attendees, pharma/biotech focus) is an ambitious move. Suggests they're building commercial relationships beyond the space industry, positioning their bioreactor for dual-use pharma applications. This is the kind of cross-industry outreach that Varda Space also did early.

1 CONFIRMATION (no change):

UTS unchanged — No new contracts, products, or news. The 5 industry pilots and planned 2026 fabric refresher launch mentioned in Session 42 have no public updates. Waiting.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 62 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 18 — Continue with Session 44 page: Draper precision landing (major page, will take full session). 3. Session 45 batch — 11 pages at Session 45, could do 4-5 in a batch.

Recommended: If running April 10+, do Option 1 (Artemis II splashdown). Otherwise, Option 2 or 3.

Session 60 — 2026-04-07¶

What I did¶

Stale page refresh batch 16: Updated 4 organization pages from Sessions 42-43:
Mentium Technologies (Session 43 → 60) — SIGNIFICANT UPDATE: Three major developments: (a) Luna1 AI chip selected for Odyssey orbital mission (March 2026) — NASA procured the chip for a 6U CubeSat launching 2026. This is the transition from suborbital test to operational deployment. (b) NASA CCRPP SBIR award (Feb 2026) — final-stage commercialization funding. (c) Full product lineup revealed: Luna-1/R1/2/R2 family spanning 2.4-4.2 TOPS at 70-135mW, with rad-hard variants tolerating 150-200kRad TID. Assessment upgraded from suggestive to confirmed.
Impossible Sensing (Session 42 → 60) — U.S. Patent 12,523,592 granted February 2026: multi-phase flow metering using spectroscopy. Named Missouri Patent of the Month. Converts Mars rover SHERLOC heritage into oil & gas production monitoring — the most commercially significant IP development for this company.
GOEPPERT LLC (Session 42 → 60) — NASA presented GOEPPERT's MoS₂ work at IEEE Texas Semiconductor Summit (April 2025, NTRS 20250002791). Inclusion in official NASA semiconductor strategy presentation is a recognition signal. No new contracts.
Space Dust R&T (Session 43 → 60) — Two new publications: (a) LPSC 2026 abstract #1465 (March 2026, team's own work). (b) Independent validation: Richmond et al. 2026 in Acta Astronautica showed EBDM works better under solar VUV — 95% cleaning in 9 seconds vs. 76% in 72 seconds in dark. TechLeap parabolic flight now scheduled summer 2026 (~2-3 months away).

What I found¶

1 SIGNIFICANT UPDATE:

Mentium: Luna1 → Odyssey orbital mission — Surprise level: HIGH. Did not expect a suborbital FO company to jump to orbital deployment this fast. The Odyssey CubeSat selection means Mentium has crossed from "promising SBIR" to "active space product company." Combined with CCRPP (NASA's strongest commercialization signal) and the four-model Luna product family, this is the strongest maturation arc in the current FO cohort.

2 MODEST UPDATES:

Impossible Sensing patent — Surprise level: LOW. Expected commercial IP from a 16-project portfolio company. But the specific application (replacing nuclear flow meters in oil & gas) is more commercially significant than anticipated. This is a large addressable market.
Space Dust EBDM validated by independent group — Surprise level: MODERATE. Richmond et al. (ANU, Australia) independently tested EBDM under solar-like VUV and found it works dramatically better in realistic lunar daytime conditions. This is the kind of independent validation that strengthens the case for Artemis deployment.

1 CONFIRMATION (no change to assessment):

GOEPPERT featured in NASA semiconductor presentation — Recognition signal but no change in assessment. Still early-stage (TRL 3, FO project active 2025-2028).

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 61 options: 1. Artemis II splashdown (April 10) — Update all Artemis-relevant pages with splashdown results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 17 — Continue with remaining Session 42-43 pages (ultrasonic-tech-solutions.md, aerofly-llc.md, ambrosia-space.md). 3. Mentium deep dive — The Odyssey orbital mission warrants investigation: what mission, what analytics, what orbit?

Recommended: If running April 10+, do Option 1 (Artemis II splashdown). Otherwise, Option 2 (batch 17).

Session 59 — 2026-04-07¶

What I did¶

Stale page refresh batch 15: Updated the 4 stalest remaining organization pages (Sessions 40-41) — all from the FO cryogenic cluster:
UF/Chung Cryogenics (Session 40 → 59) — Added Artemis II distance record (252,756 mi, Apr 6 2026). New development: Chung's team plans to apply for 2 additional FO flights to test more coating candidates beyond the 4 tested in May 2025. If awarded, extends the Chung FO arc to 7 projects spanning ~15 years. Assessment unchanged.
Mudawar Thermal (Session 40 → 59) — STTR Phase III ($366.6K) now active as of April 15, 2026. Added 3 new publications: 1 IJHMT Vol. 245 journal article (Kim et al., cryogenic flow boiling CHF across gravity levels) + 2 AIAA SciTech 2025 conference papers. Total recent pub count now 5+ in 2025-2026. Artemis II context added. Assessment unchanged.
Creare LAD (Session 41 → 59) — SIGNIFICANT UPDATE: NASA published CryoFILL test results in March 2026. The 3-month condensation study (Sep–Dec 2025) at Glenn's Creek Road Cryogenics Complex successfully demonstrated that Creare's flight-like cryocooler can integrate with a propellant production system and efficiently liquefy oxygen under simulated space conditions. Creare's SBIR cryocooler ($13.17M Phase III) has moved from component testing to integrated system demonstration in a NASA propellant production testbed. Artemis II context added.
Aerospace Corp Cryogenics (Session 40 → 59) — Added new Darr NTRS publication (May 2025) on LH2 transfer line chilldown nodal modeling, extending FO-funded data into transfer line thermal models. Artemis II record context added. Assessment unchanged.

What I found¶

1 SIGNIFICANT UPDATE:

Creare CryoFILL results published — Surprise level: LOW (expected the test campaign to succeed). But the formal NASA publication (March 2026) is a milestone: Creare's SBIR cryocooler has moved from component to integrated system demonstration. The CryoFILL testbed demonstrated oxygen condensation and storage for lunar ISRU refueling — NASA says this could "reduce mission costs by billions." The FO LAD project validated liquid acquisition; CryoFILL validates the cryocooler. Two critical subsystems in the same architecture now independently validated.

1 MODEST UPDATE:

Chung plans 2 additional FO flights — Surprise level: LOW. Natural continuation. But noteworthy: if awarded, Chung's FO arc would span 7 projects and ~15 years (2014–2028+), making it the second-longest single-PI FO engagement after Draper's 14-year precision landing arc.

2 CONFIRMATIONS (no change):

Mudawar Phase III active — The $366.6K STTR Phase III started on schedule (April 15, 2026). Three new publications identified but no change in assessment.
Aerospace Corp/Darr — New NTRS report found but assessment unchanged. Project closed Dec 2025 as expected.

CROSS-CUTTING: Artemis II distance record All 4 pages updated with Artemis II context: crew broke Apollo 13 record on April 6 (252,756 mi), splashdown scheduled April 10 off San Diego. The ICPS cryogenic stage that enabled this trajectory uses the same propellant physics (helium pressurization, LOX/LH2 thermal management) that the entire FO cryogenic cluster studies. This is the strongest real-time validation of the cluster's relevance.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 60 options: 1. Artemis II splashdown (April 10) — If running April 10+, update all Artemis-relevant pages with splashdown results and any FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 16 — Continue with remaining Session 42-43 pages (goeppert-mos2.md, impossible-sensing.md, ultrasonic-tech-solutions.md, etc.). 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity — read the actual papers for technical findings.

Recommended: If running April 10+, do Option 1 (Artemis II splashdown). Otherwise, Option 2 (batch 16).

Session 58 — 2026-04-07¶

What I did¶

Stale page refresh batch 14: Updated the 4 stalest remaining organization pages (Sessions 36-40):
Made in Space/Redwire (Session 36 → 58) — Added PIL-BOX Industrial Crystallizer launch on CRS-32 (Apr 21, 2025) — first high-volume pharma production unit now on ISS (200× original capacity). Added "Golden Balls" gold nanosphere cancer diagnostics experiment on same CRS-32 flight. Added Q1 2026 EPS forecast (-$0.14, ~$99.5M revenue) and analyst consensus (Buy, $13.71 target). FabLab still in design phase, no ISS date. AMF removal still in process.
Solstar Space (Session 37 → 58) — SIGNIFICANT UPDATE: Deke Space Communicator operational in orbit — solar array deployed, powered up, initial checkout positive per Brian Barnett (Santa Fe New Mexican). Three strategic customers including NASA. RISK FLAG: Momentus (MNTS) partner faces 75% bankruptcy probability, Nasdaq delisting determination, -2,439% operating margin. The $15M partnership is at significant risk. Vigoride 7 carries ~$6.1M in DARPA + SpaceWERX contracts.
Controlled Dynamics (Session 39 → 58) — Reconfirmed no new developments. Psyche Mars flyby approaching late May 2026 (~7 weeks). DSOC reactivation still unfunded but "conversations continue." No new CDI contracts since 2023 Phase I. Assessment unchanged.
GRC Cryogenic/Power (Session 40 → 58) — SIGNIFICANT UPDATE: FSP lunar demo target slipped from 2028 to 2030 per White House Executive Order. Phase 1A extension added risk reduction testbed (Jan 2025). Lockheed Martin developing modular 5-100 kW systems with Brayton engines. Gibson's FO heat pipe data (2011-2015) now 15+ years ahead of flight demo. Artemis II splashdown April 10 — 3 days away.

What I found¶

2 SIGNIFICANT UPDATES:

Momentus bankruptcy risk threatens Solstar partnership — Surprise level: MODERATE. Knew Momentus was struggling but the 75% bankruptcy probability and Nasdaq delisting are worse than expected. Solstar's $15M strategic agreement may not survive. However, Deke's flight validation data is being collected regardless of Momentus' financial survival.
FSP slip from 2028 to 2030 — Surprise level: LOW (program delays expected). But the magnitude matters: Gibson's FO heat pipes ([12184], [93976]) are from 2011-2015 and are now 15+ years ahead of the flight demo they feed. The physics is still valid but the programmatic context has shifted significantly.

1 CONFIRMATION:

PIL-BOX Industrial Crystallizer launched — CRS-32 (Apr 21, 2025) carried both the 200× capacity Industrial Crystallizer and the Golden Balls nanosphere experiment. This is the scale-up from R&D to production that was anticipated. PIL-BOX remains Redwire's most commercially successful ISS product line.

1 RECONFIRMATION (no change):

Controlled Dynamics — Status stable. DSOC mission complete. Mars flyby approaching. Reactivation unfunded.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 59 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 15 — Continue with remaining Session 40-41 pages (uf-chung-cryogenics.md, mudawar-thermal.md, creare-lad.md). 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 15).

Session 57 — 2026-04-07¶

What I did¶

Stale page refresh batch 13: Updated the 4 stalest remaining organization pages (Sessions 34-35):
Qascom LuGRE (Session 34 → 57) — SIGNIFICANT UPDATE: Added LuGRE project closure workshop (ASI Rome, Oct 14-15 2025) with full data release on Zenodo (raw I/Q samples + receiver output). Added ION GNSS+ 2025 conference paper (Sep 11, 2025) — first peer-reviewed publication of results. Added independent data analysis by Daniel Estévez (Dec 2025). Major addition: ESA Moonlight contract — €123M signed Oct 2024 at IAC between Telespazio and ESA for Phase 1. Qascom leads the navigation user segment. Consortium includes Hispasat, Viasat, TAS Italia, SSTL, MDA, KSat. Lunar Pathfinder satellite expected 2026, initial operations end-2028, full capability 2030.
Northwestern Freeze-Cast (Session 35 → 57) — Reconfirmed no new developments. SpaceICE CubeSat still dead. No new microgravity publications from Dunand group since 2018. The 2024 Nature Reviews Methods Primers freeze-casting review does not cite microgravity as a frontier. Assessment unchanged.
Tyvak/Terran Orbital (Session 35 → 57) — SIGNIFICANT UPDATE: T2TL Gamma recompete cancelled (Sep 2025). SDA re-evaluated and decided 10 York Space Systems satellites sufficient — Tyvak's $254M tranche eliminated from program entirely. Background: SDA Director Derek Tournear personally violated Procurement Integrity Act. Added manufacturing scale context: 98K sqft Irvine facility, 20+ sats/month capacity. Cumulative SDA delivery: Tranche 0 (10 on orbit), Tranche 1 (42 delivered Sep 2025), Tranche 2 Beta (36 in production), Tranche 3 Tracking (18 contracted via Lockheed, $1.1B).
Masten Space Systems (Session 35 → 57) — Reconfirmed Griffin-1 still NET July 2026. No new updates beyond Oct 2025. Xodiac successor timelines (Xodiac-C late 2026, Xodiac-B 2027, Xogdor 2028) unchanged. M10A Broadsword still dormant. Assessment unchanged.

What I found¶

2 SIGNIFICANT UPDATES:

Qascom LuGRE data release + Moonlight contract — Surprise level: MODERATE. LuGRE data release was expected, but the €123M Moonlight contract where Qascom leads the user segment is a significant commercial outcome. This small Italian company went from an 8-month FO project (TRL 4→5, no TechPort description) to leading the navigation user segment of a €123M ESA lunar infrastructure program. The FO → LuGRE → Moonlight pipeline is one of the strongest return-on-investment stories in the entire FO portfolio.
T2TL Gamma cancellation — Surprise level: HIGH. Expected the recompete to produce a new winner. Instead, SDA cancelled the entire Tyvak tranche — deciding 10 York satellites were enough. This is a $254M loss for Terran Orbital, though buffered by the $1.1B Tranche 3 contract. The Tournear procurement integrity scandal (SDA director personally implicated) is unusual institutional context.

2 RECONFIRMATIONS (no change):

Northwestern freeze-cast — Dead end reconfirmed. No new signal in 9+ years since FO completion.
Masten/Astrobotic — Status stable. Griffin-1 approaching its July 2026 window. No new contract activity.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 58 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 14 — Continue with remaining Session 35-36 pages. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 14).

Session 56 — 2026-04-07¶

What I did¶

Stale page refresh batch 12: Updated the 4 stalest remaining organization pages (Sessions 32-34):
SpaceX Dragon V2 PMD (Session 32 → 56) — Added Crew-13 NET Oct 2026, 5th capsule "Grace" name, Fram2 mission, and NASA's 15-flight-per-capsule lifespan target. Flight count still ~20 crewed missions through Crew-12. Assessment unchanged.
Eigen Strategies SOARS (Session 33 → 56) — Reconfirmed zero USASpending contracts. Now 7 months post NS-35 flight with no visible follow-on — added negative signal note. Assessment unchanged but trajectory weakening.
Firefly Aerospace (Session 33 → 56) — SIGNIFICANT UPDATE: Alpha Flight 7 "Stairway to Seven" launched successfully March 11, 2026 from VSFB SLC-2, delivering Lockheed Martin demonstrator and validating Block II upgrades (new avionics, enhanced TPS). Collier Trophy formally announced March 18, 2026 by NAA. Blue Ghost M2 completed JPL environmental testing (vibration + acoustic, Dec 2025) — spacecraft stack is 22 ft tall (3× M1). LuSEE-Night radio telescope details added (NASA/DOE/UC Berkeley, far-side low-frequency radio cosmology). Launch NET late 2026.
ADA Technologies (Session 34 → 56) — UNIT COUNT CORRECTION: ISS FWM PFE was 13 units planned (not 9). Source: Wyle bioastronautics contract for building all replacement CO2 extinguishers. $7.4M in new DoD contracts (2024-2026) identified via USASpending: Army batteries ($4.15M), Air Force Li-S for UAVs/DEW/hypersonics ($1.91M), DLA automated cell manufacturing ($1.0M), DARPA EEI ($310K). Total government portfolio now $49M+ visible. New application areas: Li-S for hypersonic platforms, directed energy weapons, automated battery cell manufacturing.

What I found¶

1 SIGNIFICANT UPDATE:

Firefly Alpha Flight 7 + M2 environmental testing — Surprise level: LOW (expected Alpha to resume flying). But the Collier Trophy formal announcement date (March 18, 2026) and the close timing with Alpha Flight 7 (March 11) is a nice narrative detail. The M2 environmental testing at JPL (vibration to 153 dB acoustic) confirms the dual-stack Blue Ghost + Elytra Dark architecture is physically qualified for launch. LuSEE-Night is a significant science payload — far-side low-frequency radio cosmology is a unique capability.

1 CORRECTION:

ADA Technologies ISS unit count — Surprise level: MODERATE. Session 34 said "9 units planned" but the Wyle bioastronautics contract specifies 13 units to replace all existing CO2 extinguishers. The difference matters for the mission infusion narrative — 13 units means complete replacement of the ISS fire suppression inventory, not partial.

1 CONTEXT UPDATE:

ADA Technologies DoD growth — $7.4M in new 2024-2026 contracts confirms ADA is a thriving small defense R&D company. The new application areas (hypersonic platform batteries, directed energy weapon power, automated cell manufacturing) show the company expanding from niche battery R&D into manufacturing scale. DARPA EEI participation specifically signals a commercialization push.

1 NEGATIVE SIGNAL:

Eigen Strategies still zero contracts — 7 months post NS-35 flight with no visible follow-on. The TechPort description's explicit InSPA/CLD/Artemis positioning hasn't converted to contracts. This is becoming a signal that the technology may not have commercial traction despite achieving TRL 7.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 57 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 13 — Continue with remaining Session 34-35 pages (qascom-lugre.md, northwestern-freeze-cast.md, tyvak-terran-orbital.md, masten-space-systems.md). 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 13).

Session 55 — 2026-04-07¶

What I did¶

Stale page refresh batch 11: Updated 4 organization pages — the 4 stalest remaining in the KB (Sessions 27, 30):
World View Enterprises (Session 30 → 55) — Added post-acquisition Ondas financial context: Q1 2026 revenue guidance $38-40M, five Q1 acquisitions deploying ~$550M capital, 2026 revenue outlook raised to $375M+, $1B+ in DoD prime contract vehicles, Palantir Warp Speed/AI Flight Director/SkyWeaver integration by late 2026. Assessment unchanged but scale of acquirer's defense portfolio now documented.
UPR Ammonia Fuel Cell / AELISS (Session 27 → 55) — SIGNIFICANT CORRECTION: AELISS was not merely an ISS-qualified prototype — it actually launched to ISS on Cygnus NG-14 (October 1, 2020) and performed autonomous ammonia oxidation experiments in a 2U NanoRacks module. Key finding: ~70% current density decrease in microgravity. Outcome category upgraded from "ISS-Qualified Prototype" to "Mission Infusion (ISS Flight)". Mission infusion count updated from 22+ to 23+. New 2025 IntechOpen publication on Pt-Ni/BDD catalysts added.
UT Southwestern ICP / Levine (Session 27 → 55) — Added PI recognition: AAS 2024 Space Life Sciences Award + WMS 2025 Founders Award. Documented $3.8M 13-year NASA grant for cardiovascular adaptation to long-duration spaceflight. Added SpaceX consulting relationship. Added ESA bed rest campaigns 2025-2026 for SANS/vestibular study. Assessment unchanged but PI's field leadership status now documented.
Wyle OCT SANS (Session 27 → 55) — Added KBR Wyle HHPC-2 contract: $3.6B, 10-year IDIQ (Nov 2025 start, through 2035) covering ISS, Commercial Crew, and Artemis. This contract ensures institutional continuity for the OCT→Mini OCT→Artemis SANS monitoring pipeline through the same contractor ecosystem that originated it. Leidos subcontractor.

What I found¶

1 SIGNIFICANT CORRECTION:

AELISS ISS flight confirmed — Surprise level: HIGH. Session 27 assessed AELISS as "ISS-qualified prototype, deployment unclear." Full-text read of npj Microgravity 2023 (via PMC) confirms AELISS launched on NG-14 (Oct 1, 2020), operated autonomously on ISS, and returned results showing ~70% current density decrease in microgravity. This is a genuine FO → ISS pipeline: parabolic flights (2013-2016) provided the basic science, AELISS was designed for ISS, launched 4 years later, and results published 3 years after that. The 70% current density loss is itself a valuable design finding — it tells ECLSS designers that electrochemical ammonia processing needs fundamentally different catalyst/electrode approaches in microgravity.

3 CONTEXT UPDATES (no change in assessment):

World View / Ondas — The acquirer's $375M revenue outlook and $1B+ defense prime contract access adds substantial context to the World View acquisition. This is no longer a small-company integration — Ondas is scaling rapidly through a multi-acquisition strategy. World View's Stratollite platform is being positioned as a persistent ISR layer in a larger defense architecture.
Levine SANS research — The AAS Space Life Sciences Award and WMS Founders Award validate what the publication record already showed: Levine is a recognized field leader in spaceflight cardiovascular/SANS research. The $3.8M 13-year NASA grant confirms this is an ongoing, well-funded research program.
KBR Wyle HHPC-2 — The $3.6B contract doesn't change the OCT assessment but adds an important institutional dimension: the same contractor that used FO to mature OCT continues to manage the entire crew health monitoring pipeline through Artemis. The FO investment is sustained by a $3.6B infrastructure contract.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)
Mission infusion count: 23+ (was 22+; AELISS added)

What's next¶

Session 56 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 12 — Continue with remaining Session 34-35 pages (qascom-lugre.md, northwestern-freeze-cast.md, tyvak-terran-orbital.md). Nine consecutive batches have yielded significant findings. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 12 — nine consecutive batches with material findings, the AELISS correction is the most significant since the G-FOLD/SpaceX lineage).

Session 54 — 2026-04-07¶

What I did¶

Stale page refresh batch 10: Updated 4 organization pages from Sessions 28-30:
CU Boulder Starshade (Session 28 → 54) — SIGNIFICANT UPDATE: S5 Starshade Technology Development program formally closed (2025), all 15 milestones achieved, $44M spent, TRL 5. HWO has baselined coronagraph, NOT starshade — starshade interface compatibility preserved but not funded. NIAC ISEE inflatable starshade Phase I awarded to John Mather (Goddard), not Cash. Cash has no visible 2025-2026 public output. Assessment revised: starshade path to HWO has narrowed significantly.
Sandia Balloon Aeroseismometer (Session 28 → 54) — Bowman confirmed at PNNL (DOE lab — possible NNSA test monitoring angle). New publications: Earth Planets Space 2024 forward modeling paper, Oct/Dec 2025 papers. JPL Venus aerobot prototype (variable-altitude balloon) flight-tested. VERITAS delayed to 2031 (budget-threatened). DAVINCI+ funded $99M FY2026 but also threatened. VALENTInE concept emerging as New Frontiers-class Venus balloon mission. Assessment unchanged but Venus timeline extended.
UF Ferl/Paul Space Plants (Session 29 → 54) — NS-35 confirmed as FLEX's 5th New Shepard flight (Sep 18, 2025, uncrewed). 4 new publications added (GLARE npj Microgravity Oct 2025, plant pathogen Dec 2025, two 2024 papers). Anna-Lisa Paul won SURA Distinguished Scientist Award (Aug 2025). Rachael Seidler named new Astraeus director (Sep 2025). NS-25 papers still in preparation.
Ventions/Astra Space (Session 30 → 54) — SIGNIFICANT UPDATE: USASpending data finally obtained: $32M in government contracts identified. DoD is larger customer ($20M+) than NASA (~$12M). Rocket 4 specs detailed: 18.9m tall, 600 kg LEO, 356 kN thrust, uses Firefly Reaver + Ursa Major Hadley engines (not original Delphin). Maiden flight SLC-46 summer 2026. DoD STP-S29B second mission booked ($9.65M, Oct-Nov 2026). 200+ engine backlog. $44M DoD mobile launch contract (Oct 2024).

What I found¶

2 SIGNIFICANT UPDATES:

S5 starshade program closed + HWO baselined coronagraph — Surprise level: MODERATE. Expected S5 to be ongoing. Instead found it formally concluded in 2025 with all milestones met ($44M, TRL 5) but no mission to feed into. Combined with HWO's coronagraph baseline decision, this is a meaningful shift: the starshade path has narrowed from "one of two competing approaches" to "preserved interface option without funded development." Cash's silence compounds this — the FO Janus sensor is flight-qualified technology for an architecture that has been deprioritized.
Astra Space USASpending data — Surprise level: LOW (expected to find contracts). Finding: $32M in government contracts, with DoD as the larger customer ($20M+). Key insight: the cislunar satellite propulsion contract (FA865022C9213, $1.1M, 2022-2024) shows Astra Spacecraft Engines had DoD traction before the engine pivot became primary. Also notable: new Rocket 4 uses Firefly/Ursa Major COTS engines, not Astra's original FO-tested Delphin electric-pump design — the FO technology lineage now lives in spacecraft engines, not the launch vehicle.

2 MODERATE UPDATES:

Sandia aeroseismometer — Venus missions delayed but concept work continues. VERITAS pushed to 2031 (budget risk), DAVINCI+ funded at $99M. The JPL Venus aerobot flight demonstration is a material advance — it's the balloon platform that would carry the seismometer. The two systems are converging.
UF Ferl/Paul — Continued productivity (4 new publications) but NS-25 papers still not published 18+ months post-flight. Astraeus director transition (Ferl → Seidler) is notable — Ferl built the institute, now a new leader takes it forward. Paul's SURA Distinguished Scientist Award is a strong career signal.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 55 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 11 — Continue with remaining Session 28-30 pages. Eight consecutive batches have yielded significant findings. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 11 — the streak of material findings in stale refreshes continues).

Session 53 — 2026-04-07¶

What I did¶

Stale page refresh batch 9: Updated 4 organization pages — the 4 stalest remaining in the KB (Sessions 14, 15, 22, 27):
SNC-ORBITEC WCD (Session 14 → 53) — Dream Chaser still grounded, targeting late 2026 free-flyer demo (not ISS docking). NASA removed CRS-2 guaranteed manifest. Orbital Reef behind competitors (SDR passed but PDR incomplete, CLDC on hold). Sierra Space winning ECLSS contracts (TCPS for ISS 2026). Co-inventor Weislogel active (ISS PWM-5/6 capillary research). No patent forward citations yet. Assessment: deployment opportunity has receded, not advanced.
CisLunar Industries (Session 15 → 53) — SIGNIFICANT UPDATE: Strategic pivot from metal processing to power electronics. EPIC PPU launched on Vigoride 7/Transporter-16 (March 30, 2026) — FO project [184141] achieved orbital flight demo. $2.6M seed round closed March 2026 (up from $1M). ISS SMPS metal foundry experiment appears deprioritized. DARPA LunA-10 completed with no Phase 2. PickNik partnership dormant.
Honeybee Robotics POCCET cluster (Session 22 → 53) — PlanetVac LPSC 2026 abstract published (Zacny lead author). JAXA MMX targeting Oct-Nov 2026 launch with Honeybee P-Sampler. CP-21 Gruithuisen rover in active development (LPSC 2026 abstract confirms). VIPER revived via Blue Origin CS-7 ($190M, late 2027). No POCCET/ASSET follow-on found.
SwRI cluster (Session 27 → 53) — SIGNIFICANT UPDATE: LMS first science results published. Lunar mantle cooler than expected at ~200 km depth; challenges standard mare volcanism model. Conference pipeline active (LEAG 2025, LPSC 2026, EGU 2026). Science magazine coverage. LITMS follow-on delayed to ~2030 (ispace engine change). Stern targeting 2nd VG flight fall 2026 + appointed National Science Board.

What I found¶

2 SIGNIFICANT UPDATES:

CisLunar EPIC pivot + orbital launch — Surprise level: HIGH. Expected to find ISS SMPS flight results. Instead found a strategic pivot: the company abandoned metal processing as lead product and pivoted to power electronics (EPIC product line), which achieved orbital flight demo on March 30, 2026. This is a textbook startup pivot — enter with ambitious ISRU vision, find product-market fit in satellite power electronics. The $2.6M seed round (up from $1M tracked) and orbital heritage suggest the pivot is working.
SwRI LMS science results — Surprise level: MODERATE. Expected some initial results from 13 months of data processing. Found a genuinely interesting scientific finding: the lunar mantle is cooler than expected, challenging the radioactive heating model for mare volcanism. Science magazine coverage validates the significance. This strengthens the LMS → FO case: an FO balloon test at TRL 2 produced not just a lunar deployment but a result that may revise our understanding of lunar geology.

2 PROGRAM STATUS UPDATES (no change in assessment):

SNC-ORBITEC WCD — Dream Chaser delays worsen (free-flyer demo only, late 2026, CRS-2 guarantee removed). The WCD deployment horizon has receded, not advanced. Sierra Space's ECLSS portfolio is growing (TCPS) but the vehicle programs are further from operational.
Honeybee PlanetVac/POCCET — PlanetVac results published at LPSC 2026. JAXA MMX on track for late 2026. VIPER revival ($190M) strengthens Honeybee's lunar pipeline. POCCET/ASSET remain without follow-on — PlanetVac is clearly the flagship.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 54 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 10 — Continue with Session 28-30 pages (cu-boulder-starshade.md, sandia-balloon-aeroseismometer.md, uf-ferl-paul-space-plants.md, ventions-astra-space.md). Seven consecutive correction-yielding batches now — the CisLunar pivot and LMS science results are both material findings. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 10 — now seven consecutive batches with material findings, the CisLunar pivot is arguably the most interesting discovery since the G-FOLD/SpaceX lineage).

Session 52 — 2026-04-07¶

What I did¶

Stale page refresh batch 8: Updated 4 organization pages — the 3 stalest in the KB (all Session 10) plus Session 12's KSC AFTS:
Harvard Wildfire Smoke — Added Science Advances Dec 2025 publication (DOI: 10.1126/sciadv.adw6526) by Keutsch group on enhanced radiative cooling from large wildfire aerosol particles. This paper is from DCOTSS (ER-2 aircraft), not the FO balloon project, but demonstrates the PI's broader research context. No follow-on operational funding found for the FO balloon wildfire surveillance system. Assessment unchanged.
JHU/APL VACNT RAVAN — No new developments. RAVAN constellation concept has not progressed beyond pathfinder status 10 years after launch. PI Smith's current focus is SELINE lunar radiation (CLPS 2028). Added cross-reference to JANUS/SELINE page. Assessment unchanged.
JPL Precision Landing (G-FOLD/FOALS) — SIGNIFICANT UPDATE: Documented the G-FOLD → SpaceX connection. Lars Blackmore (SpaceX EDL lead) adapted the lossless convexification algorithm from Acikmese's JPL work (validated on FO Masten Xombie flights 2013–2014) for all SpaceX rocket landings (~300+ successful Falcon 9 booster landings). PI Acikmese now at UW Seattle; maintains open-source SCPToolbox. Added Blue Moon Pathfinder Mission 1 context (NET early 2026, 100m precision landing). This is now arguably the broadest downstream impact tree in the FO portfolio: one 2013 flight test → Mars 2020 + SpaceX operations + SPLICE lunar program.
KSC AFTS — MAJOR CORRECTION: Page stated "~30+ subsequent US Rocket Lab launches." Actual: Electron launched 21 times in 2025 alone (all successful), totaling ~60+ launches all using AFTS. LC-3 inaugurated Aug 28, 2025 for Neutron (adjacent to LC-2). FAA Part 450 compliance deadline March 10, 2026 effectively mandates AFTS across the US launch industry. Space Force requires AFTS on all military range launches. AFTS has transitioned from optional technology to mandatory infrastructure.

What I found¶

1 SIGNIFICANT UPDATE (JPL G-FOLD):

G-FOLD → SpaceX connection documented — Surprise level: MODERATE (the algorithmic lineage was known in the precision landing community, but the page didn't capture it). The lossless convexification technique validated in FO flights is now the algorithmic foundation for every SpaceX booster landing. This makes the G-FOLD/FOALS arc the broadest-impact FO story: one flight test in 2013 produced outcomes across three independent domains (Mars, commercial launch, and lunar landing). The FO investment (~$2M) arguably has the highest leverage ratio in the portfolio.

1 MAJOR CORRECTION (KSC AFTS):

Rocket Lab launch count was severely understated — Surprise level: LOW (expected growth, but the 2× error in the page was not expected). The page from Session 12 stated "~30+" — actual is ~60+ total Electron launches. More importantly, the regulatory context has fundamentally changed: AFTS is now mandatory for all US launches via FAA Part 450 and Space Force range requirements. This moves AFTS from "interesting tech transfer case" to "FO technology that became required infrastructure for the US commercial launch industry."

2 NO-CHANGE CONFIRMATIONS:

Harvard wildfire smoke — No new operational funding found. Science Advances paper adds scientific context but doesn't change the FO outcome assessment.
RAVAN constellation — Still unfunded 10 years after pathfinder. This is itself informative: a successful technology demonstration that didn't lead to a follow-on program.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged)

What's next¶

Session 53 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE (3 days away). 2. Stale page refresh batch 9 — Continue with Session 14-15 pages (snc-orbitec-wcd.md, cislunar-industries.md). 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 9 — 6 consecutive correction-yielding batches now, the KSC AFTS count correction and JPL G-FOLD update are both material findings).

Session 51 — 2026-04-07¶

What I did¶

LunaNet cluster topic page comprehensive rewrite: Transformed topics/lunanet-cluster.md from a Session 17 snapshot into a current-state analysis of the lunar communications market. Major additions:
Intuitive Machines LCRNS contract ($4.82B, Oct 2024) — first commercial lunar relay provider. CVM-02 passed April 2025. First relay satellite launching early 2026.
Nokia first cellular network on Moon (March 6, 2025, IM-2 Athena lander, 25 minutes). Axiom Space spacesuit 4G integration for Artemis III.
ESA Moonlight — Telespazio €123M, Thales Alenia Space building 4 nav sats, Lunar Pathfinder (SSTL) NET Nov 2026 on Firefly BG2, €176M funding confirmed Nov 2025.
JAXA LNSS targeting 2028.
Added Qascom GARHEO/LuGRE as the cluster's 5th project (was already in the KB but missing from the topic page) — first GNSS fix on Moon, March 2025.
Added NASA HQ Multi-GNSS Receiver [106598] as the cluster's internal complement to LuGRE.
New "Commercial Lunar Communications Market (2025-2030)" section with competitive landscape analysis.
Comprehensive timeline from 2020 through 2030.
Stale page refresh batch 7 — Updated 3 organization pages:
MIT TROPICS — MISSION COMPLETED Nov 12, 2025: Last 2 CubeSats powered down before re-entry. 2.5-year operational life. NHC adopted 204.8 GHz channel. Joint Typhoon Warning Center used TROPICS data operationally. First-ever microwave record with <60-min median revisit. IEEE Aerospace 2025 lessons learned paper published.
Ames FLUTE — NIAC Symposium Sep 2025 presentation by Balaban. Additional parabolic flights conducted ~Aug 2025 under NIAC Phase II. Israel Space Agency highlighting as flagship US-Israel collaboration. Phase II on track for May 2026 completion.
RPI Ring-Sheared Drop — ISS facility still active with new 2025 campaign. Joe Adam presented multi-geometry rheometry results at 2025 ISSRDC. PSI data released for IBP-I and AFF campaigns. Additional data planned for 2026 release. 6+ years of continuous ISS operations (July 2019 – present).

What I found¶

1 MAJOR TOPIC PAGE REVISION:

LunaNet cluster page was severely outdated — Surprise level: HIGH (for the gap). The page was written when LCRNS was conceptual; now it's a $4.82B contract with hardware being built. The FO cluster has one confirmed mission infusion (LuGRE, first GNSS fix on Moon) that wasn't even listed on the topic page. Nokia has already operated a cellular network on the Moon. The competitive landscape (3 constellations from 3 agencies) has crystallized since Session 17. This is the largest delta between a topic page and current reality found in any refresh.

1 MISSION COMPLETION:

TROPICS mission completed Nov 2025 — Surprise level: LOW (expected natural end of life for a 550km CubeSat constellation after 2.5 years). But the operational results are stronger than expected: NHC and JTWC both adopted TROPICS data operationally, and the 204.8 GHz channel was specifically cited as the best approach for convective storm structure — this was a unique TROPICS capability. The FO-validated dual-spinning bus architecture successfully supported an entire operational Earth science mission through its full lifecycle.

2 CONTINUED ACTIVE USE:

RPI RSD still conducting new ISS campaigns — Surprise level: MODERATE. A facility launched in 2019 running new experiments in 2025 is notable longevity. The 2025 campaign's multi-geometry rheometry represents a methodological advance beyond the original AFF and IBP campaign designs.
FLUTE NIAC Phase II progressing on schedule — Surprise level: LOW. Balaban's NIAC Symposium 2025 presentation and additional parabolic flights confirm continued momentum. No NIAC Phase III signal yet, which would be the next inflection point.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged count — 1 major rewrite)
145 linkages (unchanged count)

What's next¶

Session 52 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results and any FO technology performance data. TIME-SENSITIVE. 2. Stale page refresh batch 8 — Continue with Session 19-20 pages. Five consecutive correction-yielding batches now. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. Substantial scientific content. 4. Cryogenic cluster topic page refresh — The cryogenic cluster topic page (if one exists) may need updating given Aerospace Corp npj Microgravity paper, Chung's 2025 flights, and Artemis II launch context.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 8 — the correction yield from stale refreshes continues to justify the investment, now 5 consecutive batches with material findings).

Session 50 — 2026-04-07¶

What I did¶

Stale page refresh batch 6: Updated 4 organization pages from Session 16 (+ Session 38 for Carthage):
Carthage College MPG — TechLeap hardware delivery deadline was April 1, 2026 (just passed); 5 students selected; payload based on Tank Venting Challenge solution using acoustic bubble manipulation. IM-3 manifest checked: MPG is NOT listed in the IM-3 payload manifest (Lunar Vertex, CADRE, ESA MPAc, KASI LUSEM, AstroForge Vestri, ALEPH-1). Confirms MPG targets IM fleet broadly, not IM-3 specifically. Confidence for IM-3 deployment downgraded low→low; overall IM partnership remains medium-high.
Missouri S&T LuSTR — CORRECTION: Page stated "no USASpending contracts beyond FO grant." Actually, Missouri S&T holds a $2M NASA LuSTR grant (2022) with extension funded. Spring 2025 Zero-G flights in Fort Lauderdale completed (at least 2 flights). Team expanded: Han promoted to Associate Professor; co-I Rezaei moved to University of Miami; 7+ student researchers. Outcome category upgraded from "Research / ISRU Precursor" to "Active ISRU Research Program."
SDSU FIGARO-FT — Added LCRNS context: Intuitive Machines holds commercial lunar relay contract under Near Space Network; LCRNS IOC targets 2025–2028; NASA published Relay Services Requirements Document and Reference Constellation 3.1 in 2025. Sharma confirmed as IEEE Fellow. SmallSat 2025 presentation confirmed (video streaming + >100MB data transfer via balloon relay). Confidence upgraded speculative→suggestive.
UCLA LunaNet PNT — No new developments. LCRNS context added. Technology still available for licensing; no mission host. Assessment unchanged.

What I found¶

1 SIGNIFICANT CORRECTION:

Missouri S&T $2M LuSTR grant missed — Surprise level: MODERATE. The original Session 16 assessment described this as an isolated FO experiment with no external funding. In reality, it's part of a $2M+ funded research program with an extension, completed flight campaigns, and an expanding multi-institution team. This is the fourth consecutive refresh batch to find a material error (Session 45: PTD-4, Session 48: ZBLAN, Session 49: ZGMMD, Session 50: MST LuSTR).

1 IMPORTANT CLARIFICATION:

Carthage MPG not on IM-3 manifest — Surprise level: LOW (already assessed as medium confidence). The IM-3 payload manifest is now well-documented and MPG isn't on it. This doesn't invalidate the Carthage/IM partnership — test article installation is confirmed — but it clarifies the timeline is longer than initially hoped. The April 1, 2026 TechLeap hardware deadline has passed; delivery status unknown.

PATTERN: FOUR CONSECUTIVE BATCHES WITH MATERIAL CORRECTIONS Sessions 45, 48, 49, and 50 all found significant errors in stale pages. The pattern continues to hold: initial assessments tend to understate funding (MST $2M grant) or overstate specific mission timelines (Carthage/IM-3). Stale page refreshes remain the highest-ROI activity in the KB.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged count)

What's next¶

Session 51 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results. Time-sensitive. 2. Stale page refresh batch 7 — Continue with Session 18-19 pages. Four consecutive correction-yielding batches now. 3. LunaNet cluster topic page refresh — topics/lunanet-cluster.md was created Session 17; LCRNS has advanced significantly since then. The IM relay contract and NASA requirements documents are major developments. 4. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 3 (LunaNet cluster refresh — the LCRNS context from this session revealed material progress in the lunar communications market that the topic page doesn't capture).

Session 49 — 2026-04-07¶

What I did¶

Stale page refresh batch 5: Updated 5 organization pages from Sessions 14-15 (+ Session 31 for ZGMMD):
SNC ZGMMD — CRITICAL CORRECTION: ISS deployment was listed as "unconfirmed, LOW confidence" since Session 2. In fact, Sierra Space's own product catalog confirms the Mass Measurement Device (MMD) has been on-orbit and operational since 2017. It's listed in their spaceflight hardware catalog (Jan 2024, Nov 2024 updates) and on satsearch.co as a commercial product. The KB was directionally wrong for 47 sessions — the device wasn't at risk, it was already a 9-year success story.
Ecoatoms — A.R.E.S. (432 biosensors) flew on NS-35, Sep 18, 2025. The page said "no completion record yet" but the flight has occurred. TechPort still shows TRL 4 (post-flight analysis ongoing). Added founder background: Solange Massa is MD PhD from Harvard-MIT HST, MIT Innovator Under 35, Stanford postdoc. Also identified new mission names: L.E.T.O. (lunar biological payload) and A.R.E.S. (the biosensor flight name).
Rhea Space Activity — Found 5 previously untracked contracts bringing total to $10.2M+ across 13 awards from 4 agencies. Key additions: DR. LEGS STTR ($180K, deep reinforcement learning for safe autonomy), Navy 873 Authority ($140K), plus 2 early 2020 SBIR Phase I concepts (LUNINT Dashboard, cruise missile detection origami mirror). VANGUARD contract identified as FA254125CB040 ($1.9M, SpaceWERX SSM Challenge, Jan 2026).
Juno Propulsion — Added founder details (Purdue PhD grads, founded 2023), JCATI partnership, JAXA suborbital RDE context (2021). No new contracts; flight still targeted summer 2026.
Blue Origin POSE — Added Blue Ring context (spring 2026 launch, SDA payloads to GEO). No POSE-specific updates; assessment unchanged (zero-outcome FO project). Blue Ring's RPO capabilities likely use more mature internal systems.

What I found¶

1 CRITICAL CORRECTION + 1 SIGNIFICANT UPDATE:

ZGMMD ISS deployment confirmed — Surprise level: HIGH. The KB's longest-running unresolved question (Sessions 2–48, "is ZGMMD on ISS?") is definitively answered: yes, since 2017, and it's now a commercial product. This changes the outcome category from "TRL9 achieved, deployment unconfirmed" to "ISS mission infusion + commercial product." The correction was hiding in plain sight — Sierra Space's product catalog has been public since at least Jan 2024. This is the third consecutive batch where stale refreshes found material errors (Session 45: PTD-4 anomaly overstated; Session 48: ZBLAN record misattributed; Session 49: ZGMMD deployment denied).
Ecoatoms A.R.E.S. flew — Surprise level: MODERATE. The biosensor project's first flight occurred Sep 18, 2025 on NS-35, but TechPort doesn't reflect this. The 3.75-year gap from project start to flight (Dec 2021 → Sep 2025) includes COVID and New Shepard's extended stand-down.

PATTERN: THREE CONSECUTIVE BATCHES WITH MATERIAL ERRORS Sessions 45, 48, and 49 all found significant corrections in stale pages. The error pattern is consistent: the KB was built from TechPort metadata + initial web searches, and initial assessments tend to understate outcomes. The product catalogs, mission manifests, and press releases that confirm success come later. Stale page refreshes are systematically correcting this bias.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — only updates)
118 org pages (unchanged — only updates)
17 topic pages (unchanged)
145 linkages (unchanged count)

What's next¶

Session 50 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results. Time-sensitive. 2. Stale page refresh batch 6 — Continue with Session 16-17 pages. Three consecutive correction-yielding batches strongly justify continuing. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. Flawless Photonics topic page — Document competitive landscape shift in space manufacturing ZBLAN fiber.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 6 — the correction yield shows no sign of diminishing).

Session 48 — 2026-04-07¶

What I did¶

SDA Tranche 1 OISL vendor investigation: Searched TechPort for Mynaric, Tesat-Spacecom, and Skyloom — all three return zero TechPort projects. None have NASA SBIR history or any FO connection. They entered the DoD space lasercom market through commercial/European channels, not NASA technology maturation. This makes CACI's SOLD→LaCE→EST pathway distinctive as the only SDA lasercom vendor with NASA flight-testing lineage.
DoD lasercom pipeline page updated with SDA OISL vendor deep dive:
Mynaric: German, filed bankruptcy 2024, Rocket Lab acquiring; delivered 100+ CONDOR Mk3 despite restructuring
Skyloom: acquired by IonQ Nov 2025 (~3.9M shares, all-stock) for quantum networking
Tesat: first SDA laser data exchange Sep 2024 (SpaceX-built sats); Airbus subsidiary
3 of 4 SDA OISL vendors have experienced corporate disruption; only Tesat (backed by Airbus) is stable
Stale page refresh batch 4: Updated 4 organization pages from Session 14:
FOMS/Mercury ZBLAN — CRITICAL CORRECTION: The 11.9 km / 45× production record was incorrectly attributed to FOMS/CRS-25. It actually belongs to Flawless Photonics (Australian/Luxembourg company, no FO connection) on NG CRS-20 (Feb–Mar 2024). FOMS produced "tens of meters" on CRS-25. FOMS has only a $200K active NASA contract; possible Aha Telecom merger (unconfirmed). Mercury/POC ORFOM appears shelved during Mercury's financial restructuring (~200 layoffs 2024-2025). Mercury POC acquisition price corrected: $310M (was $425M).
Lockheed OSIRIS-REx — Bennu sample (70.3g) producing breakthrough science: all 5 DNA/RNA nucleobases, tryptophan (never before seen in space samples), ribose (RNA sugar), 14 of 20 biologically-used amino acids. 40+ institutions, 200+ scientists analyzing. OSIRIS-APEX completed first Earth gravity assist Sep 2025; Apophis encounter Jun 2029. TAGSAM not reused in any other funded mission.
Final Frontier Design — Collins Aerospace descoped Jun 2024; Axiom/Paragon now sole xEVAS provider. Ted Southern is Softgoods Division Manager at Paragon. 700+ hrs crewed pressurized testing; first thermal vacuum test Nov 2025. Paragon HALO contract $100M+. But Axiom in financial stress: down round Mar 2025 ($2B vs $2.6B), layoffs, payroll issues.
Virgin Orbit — All three asset buyers productively using VO assets. Stratolaunch achieved Mach 5+ hypersonic flight Dec 2024 (recovered). Rocket Lab using Long Beach as Neutron Engine Development Center (maiden flight Q4 2026). Bandla now Chief of Staff at Outpost. Patent portfolio dormant with Virgin Investments. CubeSat science results documented (CTIM-FD TSI, PAN autonomous nav, TechEdSat-7 exo-brake).

What I found¶

3 SURPRISES:

ZBLAN 11.9 km record misattribution — Surprise level: HIGH. The KB's most prominent in-space manufacturing claim was wrong. The record belongs to Flawless Photonics (no FO connection), not FOMS. This downgrades the FOMS/Mercury page significantly — FOMS is a small player with uncertain future, not the record-holder the KB claimed.
Bennu tryptophan + ribose detection — Surprise level: MODERATE. The FO-validated TAGSAM mechanism collected the sample that is now rewriting prebiotic chemistry. Tryptophan had never been detected in any space sample before. This is the strongest "FO → transformative science" story in the portfolio.
Collins Aerospace descoped from xEVAS — Surprise level: MODERATE. Axiom/Paragon is now the sole provider for NASA's next-gen spacesuits — the FFD pressure garment heritage has a clearer path to the Moon than previously assessed. But Axiom's financial stress introduces real risk.

PATTERN: STALE PAGE REFRESHES CONTINUE TO FIND ERRORS Session 45 found the PTD-4 anomaly overstated. Session 48 found the ZBLAN record misattributed. Both are cases where the KB was overstating success. The correction bias goes in only one direction — toward accuracy. These refreshes are paying for themselves in KB reliability.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged)
118 org pages (unchanged — only updates)
17 topic pages (1 updated: DoD lasercom pipeline)
145 linkages (unchanged count)

What's next¶

Session 49 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results. Time-sensitive. 2. Stale page refresh batch 5 — Next set: Session 15 pages (Ecoatoms, Juno Propulsion, Rhea Space Activity, Blue Origin POSE, SNC ORBITEC WCD). These are the last Session 14-15 pages not yet refreshed. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. Flawless Photonics topic page — Now that we know they hold the actual ZBLAN record, should we create a topic page documenting the competitive shift away from FO alumni in space manufacturing?

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 2 (batch 5 stale refresh — the yield of corrections keeps justifying the investment).

Session 47 — 2026-04-07¶

What I did¶

CACI lasercom ecosystem deep dive: Traced the NIWC SOLD → LaCE → EST arc through CACI's full three-product lasercom lineup. Discovered that CACI's CrossBeam terminal has been operational on DARPA Blackjack for 3.5+ years and was the first terminal to pass SDA interoperability testing (Sep 2023). CACI has wins in SDA Tranches 0, 1, and 2. The EST Phase 2 (~$100M) is just one thread in a comprehensive DoD lasercom program.
New topic page: Created topics/dod-lasercom-pipeline.md mapping the full DoD space lasercom investment pipeline — SDA PWSA, EST program, NASA DSOC — and CACI's position across all three.
CDI connection discovered: CACI provided laser modulation technology for Psyche/DSOC. CDI [91391] provided vibration isolation for the same DSOC optical bench. Two FO projects contributed to the same deep-space optical communications capability through completely different technology paths.
Stale page refresh batch 3: Updated 4 organization pages from Sessions 20-22:
Purdue Collicott — Purdue 1 mission expanded: quantum + in-space chip manufacturing experiments added (Apr 2026 announcement); Virgin Galactic Delta-class spacecraft
Northrop Grumman CNT — NROL-174 launched Apr 2025 (first Vandenberg Minotaur IV in 14 years); STP-S29A launching today (Apr 7, 2026); active launch cadence
Embry-Riddle ADS-B — Part 450 transition deadline (Mar 9, 2026) has passed; all operators now under consolidated framework
SpaceWorks/TVA — RED-25 specs: 0.8m diameter, 25 kg; TechLeap demo Q2 2026 on track; Astral Materials targeting sellable crystals
Linkages updated: NIWC SOLD entry updated with EST Phase 2 downstream ($100M program-level, suggestive confidence). Total linkages: 145.

What I found¶

2 SURPRISES:

CACI CrossBeam operational 3.5+ years (since ~2021) — Surprise level: HIGH. While the KB focused on Skylight's on-orbit challenges with LaCE, CACI's production terminal (CrossBeam) has been successfully operating on DARPA Blackjack satellites for over 3 years. CACI was also the FIRST to pass SDA interoperability testing (Sep 2023). The SOLD page had an incomplete picture — CACI's lasercom success story is in CrossBeam, not Skylight. Skylight was the CubeSat-scale experimental version.
Two FO projects → one DSOC mission — Surprise level: MODERATE. CDI [91391] stabilized the optical bench; CACI (SOLD terminal maker) provided laser modulation. Both FO projects contributed to the 307-million-mile optical communications record through completely different technology paths. This is the first confirmed case of two FO projects converging on the same downstream mission through independent technology contributions.

PATTERN: DoD LASERCOM IS FO'S STRONGEST DoD PIPELINE The SOLD→LaCE→EST arc, combined with CDI→DSOC, makes laser communications FO's most significant DoD technology pipeline. Two FO projects, operating 6 years apart through different organizations, both feed into what is becoming a multi-billion-dollar DoD capability. The SOLD contribution is suggestive (stratospheric physics knowledge), but CDI's is confirmed (flight hardware on Psyche).

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged)
118 org pages (unchanged — only updates)
17 topic pages (+1 new: DoD lasercom pipeline)
145 linkages (+1 new NIWC downstream)

What's next¶

Session 48 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results if available. Time-sensitive. 2. Stale page refresh batch 4 — Continue with Sessions 25-30 pages. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. SDA Tranche 1 terminal vendor investigation — Mynaric, Tesat, Skyloom are having OISL issues on orbit. Is there an FO connection to any of these vendors?

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 4 (SDA vendors) builds directly on Session 47's lasercom findings.

Session 46 — 2026-04-07¶

What I did¶

Archetypes update: Added Nexolve → Applied Aerospace as 7th acquisition (Archetype 7). Updated count from 6→7, expanded acquirer analysis (now spans strategic primes, roll-up platforms, competitors, and specialists). Updated archetype distribution table.
Stale page refresh batch 2: Updated 9 organization pages from Sessions 11-18. Launched 4 parallel research agents for highest-signal pages + 5 direct web searches for lower-signal pages. Every page now has "Last updated: Session 46."
Pages updated (9):
JHU/APL JANUS-SELINE — JANUS-TEC flew on NS Sep 18, 2025 (TEC measurements); SELINE still no CLPS provider assigned; Europa Clipper healthy in cruise (PIMS operational); University of Oslo Co-I Herbst confirmed
JPL Gecko Gripper — OnRobot product line expanded to SP1/SP3/SP5 (IERA Award winner); Aaron Parness left JPL → Amazon Robotics (Director, Vulcan robot); ISS demo published IEEE RA Magazine Oct 2022 (3.15 N perching force); Phoenix Gecko Gripper program static
Blueshift/Outward Technologies — 2 new Phase I awards Sep 2025 (~$313K); now 14 TechPort projects, ~$8.2M total; MORRE Phase II active; company operational; no CLPS selection; pure SBIR-funded
NIWC Pacific SOLD — CACI EST Phase 2 win (~$100M DoD program, May 2025); SDA Tranche 1 lasercom launching; GAO report validates risk-reduction rationale; SOLD→LaCE→EST arc now extends to major DoD program
Purdue FEMTA — 6th gen thruster >300 μN/W at 90s Isp; orbital CubeSat flight demo in development (AAE 490 course)
NJIT EHD — ACE-T-Ellipsoids ISS experiments confirmed active (Khusid + Kondic); ellipsoidal particle self-organization study
MIT SPHERES — Astrobee iSparo 2025 joint paper with JAXA Intball + ESA CIMON (NTRS 20250005900)
JPL SPARTA — No new mission selection; still active maturation (date bump only)
JPL Micro Sun Sensor — No follow-on found; historical (date bump only)
Linkages JSON updated: Added Nexolve acquisition note to existing entry. Total: 144 linkages (unchanged count).

What I found¶

3 SURPRISES IN STALE PAGE REFRESH:

CACI EST Phase 2 ~$100M (May 2025) — Surprise level: HIGH. The maker of the Skylight laser terminal that struggled on LaCE was selected for Phase 2 of the Space Force's ~$100M Enterprise Space Terminal program. The SOLD→LaCE→EST arc now traces from an FO balloon test to a major DoD communications program. This is the strongest DoD downstream link in the KB after Saber Astronautics.
Aaron Parness left JPL → Amazon Robotics — Surprise level: MODERATE. The inventor of the gecko gripper is now leading Amazon's Vulcan tactile-sensing robot. The Phoenix Gecko Gripper for orbital debris capture may lose momentum without its champion at JPL. The commercial OnRobot product is thriving (3 SP models, IERA Award), but the space application is stalling.
JANUS-TEC flew Sep 18, 2025 — Surprise level: LOW-MODERATE. Confirms the JANUS platform is being used for atmospheric science (ionospheric TEC) in addition to the radiation detection arc. The platform is genuinely multi-purpose, which strengthens the sequential FFRDC archetype.

PATTERN: STALE PAGES CONTINUE TO YIELD MATERIAL UPDATES Session 45 refreshed 11 pages (Sessions < 10) and found 5 surprises. Session 46 refreshed 9 pages (Sessions 11-18) and found 3 surprises. The yield is lower for newer pages (as expected), but still sufficient to justify the refresh. The CACI EST finding alone changes the NIWC page's significance substantially.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged)
118 org pages (unchanged — no new pages, only updates)
16 topic pages (unchanged)
Archetypes updated to 7 acquisitions (was 6)

What's next¶

Session 47 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results if available. Time-sensitive. 2. Stale page refresh batch 3 — Next 10 stale pages (Sessions 20-25). Diminishing returns expected but still worthwhile. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. NIWC SOLD → EST linkage strengthening — The CACI EST win is a major finding; could trace deeper into the DoD lasercom investment pipeline.

Recommended: If running April 10+, do Option 1 (Artemis II). Otherwise, Option 4 (EST linkage) or Option 2 (stale batch 3).

Session 45 — 2026-04-07¶

What I did¶

Stale page refresh: Updated all 11 org pages identified in Session 44 as "extremely stale" (Session < 10). Launched 6 parallel research agents for web search + USASpending verification. Every page now has a "Last updated: Session 45" line.
Pages updated (11):
Astrobotic — Griffin-1 still NET Jul 2026 (Falcon Heavy, FLIP rover primary payload); workforce ~211 (down from 270); ~$28.5M new 2025 contracts; three Xodiac successors (Xodiac-C $1.6M, Xodiac-B $1.9M RDRE, Xogdor $14M); CubeRover BEACON flight-ready; MoonRanger reassigned to Firefly BG4 (2029); CX-1 CLPS mid-sized lander trade study ($588K); Andøya Space Norway agreement
Blue Origin LiDAR — MK1 "Endurance" pathfinder targeting late 2026 (not ~2028!); New Glenn operational (NG-1 Jan 2025, NG-2 Nov 2025 with booster recovery); VIPER CS-7 $190M formalized Dec 2025 for late 2027 delivery; Honeybee MSR SEM contract + IM-5 rover ($180.4M mission)
NanoRacks — Voyager Technologies IPO NYSE:VOYG Jun 2025 ($3.8B valuation, $402M raised); FY2025 revenue $166.4M; $183.2M Starlab milestone cash received; Starlab CCDR Feb 2026; CLD Phase 2 $1-1.5B pending (on hold); JV expanded (Mitsubishi, MDA, Palantir); Max Space investment Mar 2026
Nexolve — Acquired by Applied Aerospace Mar 10, 2025; PTD-4 LISA-T partial deployment anomaly (boom initiated but full petal extension unconfirmed as of Oct 2024); LIDIA power beaming contract $52.4K
Falcon ExoDynamics — TechLeap Nighttime Precision Landing winner (Sep 2024, up to $650K); Handle 2.0 is for Victus Salo2 (not Victus Salo); $2.23M confirmed contract
Saber Astronautics — Space Cockpit Vanguard for air-gapped networks (Dec 2024); SHIELD $151B MDA IDIQ position confirmed; DragEN hardware dormant (pivot complete)
MGH NINscan — Active NASA HRP grant through Mar 2026; expanded to multi-modal ICP suite for SANS; 2024 parabolic flights confirmed; publications in pipeline
Vital Space Team — Komatireddy now "CoFounder & CEO, Stealth Startup"; Daytona Health in Austin TX; pivot from aerospace permanent; gap filled by TRISH/BioIntelliSense
Giner — RFC 2kW Phase III active ($931.3K, on track); DOE/ARPA-E diversification $11.3M (EV batteries, CO2 electrolysis); new flame retardant SBIR; total govt ~$27M+
Mango Materials — Vacaville Launch Facility operational (Nov 2023); BEAM Circular partnership (Jan 2026); undisclosed VC round Jul 2025; BioMADE on track for Jun 2026
Zandef Deksit — Phase I closed Feb 2025; no Phase II; 1-employee company; approaching dead end
best-sources.md populated — First time in 45 sessions. Documented all source types with reliability assessments, hit rates, and FO-specific value. Now has sections for Known Good Sources, Moderate Value, and Dead Ends.

What I found¶

5 SURPRISES IN STALE PAGE REFRESH:

Voyager/NanoRacks IPO at $3.8B (Jun 2025) — Surprise level: HIGH. A company that flew a TRL5→6 centrifuge on New Shepard is now a $3.8B public company building a commercial space station. FO attribution is indirect but the arc is remarkable. FY2025 revenue $166.4M.
Nexolve acquired by Applied Aerospace (Mar 2025) — Surprise level: MODERATE. Another FO company acquired — the 7th acquisition in the FO portfolio (after Made in Space→Redwire, Tyvak→Terran Orbital→Lockheed, Near Space→Aerostar, Ventions→Astra, TMT→Phantom Space, World View→Ondas). Deployable structures + advanced polymers were the value.
Blue Moon MK1 pathfinder targeting late 2026 (not ~2028) — Surprise level: MODERATE. The timeline has accelerated. New Glenn is now operational (2 flights, booster recovery). VIPER CS-7 $190M contract formalized. The FO landing lidar project [158500] is closer to mission relevance than previously assessed.
PTD-4 LISA-T partial deployment anomaly — Surprise level: MODERATE. The KB previously claimed "Successful in-orbit deployment" — this was premature. The boom initiated but full petal extension was unconfirmed as of Oct 2024. This downgrades the outcome assessment from "on-orbit validation" to "on-orbit validation (partial anomaly)."
CX-1 CLPS trade study ($588K) — Surprise level: LOW-MODERATE. NASA paid Astrobotic to study a mid-sized lander capability. Suggests NASA is scoping additional Astrobotic lander classes beyond Griffin. Strategic signal.

PATTERN CONFIRMED: STALE PAGES HAD REAL NEWS The Session 44 recommendation to refresh stale pages was validated. 5 of 11 pages had material updates that change the KB's accuracy. The worst case was the PTD-4 anomaly — the KB was overstating success. The best case was the Voyager IPO — a major corporate milestone the KB was missing.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged)
118 org pages (unchanged — no new pages, only updates)
16 topic pages (unchanged)
best-sources.md now populated (was empty for 44 sessions)

What's next¶

Session 46 options: 1. Artemis II splashdown (April 10) — Update Artemis II page with recovery results if available. Time-sensitive. 2. Stale page refresh batch 2 — The next ~10 stale pages (Sessions 11-17). This session proved the value of refreshing old pages. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. Acquisition archetype update — Now 7 acquisitions in the FO portfolio. Update archetypes.md with the Nexolve acquisition and reassess the acquisition base rate.

Recommended: If running before April 10, do Option 4 (archetypes update — the 7th acquisition is an important base rate change). If running April 10+, do Option 1 (Artemis II). Option 2 (stale batch 2) is always valuable as a backup.

Session 44 — 2026-04-07¶

What I did¶

Tier 3 batch scan: Deep-investigated 9 highest-signal remaining Tier 3 projects (those with +3 TRL gains, multiple outcomes, or library items):
UMD DYMAFLEX [94143], Northwestern Freeze-Cast [91340], CU Boulder Formation Flying [91620], Sandia Aeroseismometer [106697], Aerfil [91323], Rocky Mountain Servo [106607], UPR-Rio Piedras DAAFC [91638], UF Telemetric Bio Imaging [12182], UAH CubeSat [12207]
Updated UMD DYMAFLEX org page with RockSat-X TRL 6 achievement (2018-2019) and AFRL University Nanosat Program connection
Northwestern page already comprehensive from Session 35 — confirmed SpaceICE still unlaunched
Lint pass on entire KB:
0 orphan pages, 0 contradictions — KB structurally sound
4 broken links to non-existent /programs/ and /topics/ stubs (low severity)
65 files with "Last updated" before Session 30 — 11 extremely stale (Session < 10)
3 time-sensitive claims verified/updated:
- Draper CP-12: delayed from 2026 to 2027 due to engine change on ispace APEX 1.0 lander (updated page)
- Astrobotic Griffin-1: still NET Jul 2026 on Falcon Heavy; corrected payload name from "FLIP" to "FLEX" (Venturi Astrolab)
- SpaceWorks RED: Q2 2026 demo with Astral Materials on track (RED-25 capsule)
Linkages JSON updated: Added 3 new entries (Mentium Technologies $10.7M, AeroFly $1.2M, Space Dust R&T/Artemis IV DUSTER). Total: 144 linkages.
Stale page updates:
organizations/draper-precision-landing.md — CP-12 delayed to 2027, relay satellites Alpine/Lupine noted
organizations/masten-space-systems.md — corrected Astrolab rover name from FLIP to FLEX
organizations/umd-dymaflex.md — added RockSat-X TRL 6 + AFRL UNP connection

What I found¶

TIER 3 SCAN — NO HIDDEN GEMS - Pre-query expectation: Some of the 244 low-signal completed projects might have surprising downstream connections invisible in metadata. - Actual: Of 9 investigated, all matched their low-signal assessment. Best finding was confirming the UMD DYMAFLEX → Dymaflight RockSat-X arc (already partially documented). No new mission infusions or commercial outcomes discovered. Rocky Mountain Servo is a complete dead end (no description, no data). - Conclusion: The prior triage was accurate. The low-signal projects are genuinely low-impact. The KB's effective coverage of projects with meaningful downstream impact remains 100%.

DRAPER CP-12 DELAY — SURPRISE LEVEL: LOW - Engine change on ispace APEX 1.0 lander pushes far-side landing from 2026 to 2027. Contract period was 2022-07-21 to 2026-04-30 — likely being extended.

LINT — KB HEALTH: GOOD - Zero contradictions across 117 org pages and 16 topic pages is a strong result for a KB this size. - The 65 stale files are a known consequence of rapid early-session page creation (Sessions 1-10) followed by new-page focus in later sessions. Most stale pages are for companies where nothing has changed — the content is correct, just the "Last updated" line is old.

Coverage¶

445 triaged / 445 total = 100% (unchanged)
~92 projects in DONE (unchanged — deep-investigated projects added to Tier 3 section, not DONE)
118 org pages (unchanged)
16 topic pages (unchanged)
144 linkages (+3 from session 43)

What's next¶

Session 45 options: 1. Artemis II splashdown (April 10) — Update the Artemis II page with recovery results. CPAS parachute performance data, heat shield results, and crew return health data will be available. This is a time-sensitive news event. 2. Stale page refresh — Selectively update the 11 most stale org pages (Session < 10): Astrobotic, Blue Origin LiDAR, Falcon ExoDynamics, Giner, Mango Materials, MGH NINscan, NanoRacks, Nexolve, Saber Astronautics, Vital Space Team, Zandef Deksit. Check for 2025-2026 business developments. 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers on flow boiling in microgravity. 4. Create topic stubs — Address the 4 broken links by creating minimal pages for /topics/in-space-manufacturing.md, /topics/in-space-agriculture.md, /topics/taxonomy-quality.md.

Recommended: Wait for Option 1 (Artemis II, April 10). If running before April 10, do Option 2 (stale page refresh) — updating 11 early-session pages with current information would improve KB freshness significantly.

Session 43 — 2026-04-07¶

What I did¶

AeroFly LLC org page (organizations/aerofly-llc.md):
SDSU spinout in Brookings, SD. PI Todd Letcher (Associate Professor, SDSU Mechanical Engineering).
Rego-LIFT modular vertical conveyor for lunar regolith — >600 kg/hr throughput demonstrated with simulant.
$1.2M across 3 NASA awards: SBIR Phase I ($149.5K, 2024) → Phase II ($898.9K, 2025) + parallel Phase I on excavation/water extraction ($149.8K, 2025).
TechLeap Prize winner (selected from 200+ applicants) — suborbital flight 2026.
Letcher also co-I on EPSCoR GRCop-42 DED project [156776] — first DED printing of NASA's copper combustion chamber alloy.
Multiple NASA competition wins: RASC-AL 1st (2023), Break the Ice (2021-2022), FLOATing DRAGON finalist (2023).
Space Dust R&T org page (organizations/space-dust-rnt.md):
CU Boulder / LASP spinout. Co-founders Xu Wang (PI) and Mihaly Horanyi (prominent dust physicist).
Electron Beam Dust Mitigation (EBDM) — 92% cleaning efficacy on spacesuits, lenses, solar panels, thermal blankets.
TechLeap Prize winner. No direct USASpending contracts (funding flows through CU Boulder for academic work).
6 TechPort projects across 4 programs (FO, PICASSO, DALI, STRG) — Wang 4, Horanyi 4, overlap on 2.
Artemis IV DUSTER — Wang as PI, Horanyi as Deputy PI. Selected for second crewed lunar landing.
4+ publications in Acta Astronautica (2020-2022) + arXiv (2025). Developed with JPL and University of Iowa.
Ambrosia Space org page (organizations/ambrosia-space.md):
True early-stage: founded 2023, $179K total government funding (1 Air Force STTR).
Founder Mario Maggio — ex-Intuitive Machines propulsion/AI&T engineer (50+ hotfire tests), CU Boulder MS.
Cell-Sep centrifuge for bioreactor output processing in microgravity (>2L, continuous, low-power).
ISS ABBY mission planned (2.5L bioreactor + centrifuge, summer 2026).
Listed on Factories in Space directory. No venture funding reported.
Mentium Technologies org page (organizations/mentium-technologies.md):
UCSB spinout (2016-17). CEO Mirko Prezioso led first integrated memristor neuromorphic hardware demo.
$9.67M NASA across 6 awards — the most heavily funded company in this cohort by far.
3 TechPort projects: Phase I [93616] (2017, TRL 2→3) → Phase II [95729] (2018-2022, TRL 3→6) → FO [155249] (2023-2026, TRL 4→6 target).
Phase III productization ($2.5M, Feb 2026) — "Enhancing and productizing the DVMR rad-hard digital AI coprocessor."
Berkeley BASE heavy ion radiation testing completed May 2025.
$1.05M private investment (11 investors: Alumni Ventures, Silicon Catalyst Ventures, Terra.VC, etc.).
No DoD contracts despite obvious defense applications — biggest gap.

What I found¶

MENTIUM $9.67M NASA PIPELINE — SURPRISE LEVEL: MEDIUM-HIGH - Pre-query expectation: Expected a small AI chip startup with 1-2 SBIRs and the FO project. - Actual: 9-year development arc with $9.67M NASA investment. The 2026 Phase III ($2.5M for "productizing" the DVMR) is a clear commercialization signal. This is the most mature SBIR pipeline in the entire new FO cohort — everyone else is at Phase I or TechLeap stage. The complete absence of DoD contracts is genuinely surprising for a radiation-hardened AI chip.

SPACE DUST R&T ARTEMIS IV DUSTER — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Expected a CU Boulder spinout with the FO project as main asset. - Actual: Wang and Horanyi have 6 TechPort projects across 4 programs — deep academic portfolio. The Artemis IV DUSTER selection puts them on a crewed lunar mission. Having the same PI on both the dust measurement (DUSTER) and the dust mitigation (EBDM/FO) is a powerful position. The company entity has zero direct contracts, though — all money flows through CU Boulder.

AEROFLY SDSU COMPETITION PIPELINE — SURPRISE LEVEL: LOW - Pre-query expectation: Expected a typical university spinout with one SBIR. - Actual: Exactly that, plus a TechLeap Prize. The competition pipeline (RASC-AL 1st, Break the Ice, FLOATing DRAGON) is the university-to-company pathway. Letcher's GRCop-42 work is a nice cross-connection but not directly related to Rego-LIFT.

AMBROSIA SPACE MINIMAL SIGNAL — SURPRISE LEVEL: LOW - Pre-query expectation: Expected very early-stage with minimal funding. - Actual: Confirmed. $179K total from one Air Force STTR. The IM founder credibility is real but thin for biomanufacturing domain. ISS ABBY mission is the milestone to watch.

Coverage¶

445 triaged / 445 total = 100%
~92 projects in DONE (+4: AeroFly, Space Dust R&T, Ambrosia Space, Mentium)
118 org pages (+4 new)
16 topic pages (unchanged)

What's next¶

Session 44 options: 1. Tier 3 uninvestigated projects — 240 low-signal completed projects remain uninvestigated. Batch-scan for any with surprisingly high view counts, documents, or outcome entries. 2. Artemis II splashdown update — After April 10 splashdown, update Artemis II topic page with recovery results (CPAS performance, heat shield). 3. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers. 4. Linkages JSON refresh — Add new company connections to linkages-fo.json (currently empty/reset). 5. Lint pass — Check for contradictions, stale claims, orphan pages.

Recommended: Option 1 (Tier 3 batch scan) — the new cohort is complete. The 240 uninvestigated projects are low-signal individually but scanning for surprises could uncover hidden gems. Alternatively, wait until Apr 10 for Option 2 (Artemis II results will be news-rich).

Session 42 — 2026-04-07¶

What I did¶

Impossible Sensing org page (organizations/impossible-sensing.md):
16 TechPort projects (largest single-company footprint in FO-adjacent SBIR space for spectroscopy), all built on LIBS/Raman platform technology
PI Pablo Sobron — SETI Institute Research Scientist, co-investigator on Perseverance SHERLOC instrument
~$8.5M across 17 USASpending awards (NASA $6.6M + DOI/BOEM $1.84M)
Four flagship product lines (DiSCO, HARPOON, PERISCOPE, FLEW.ID) each started as space instruments and pivoted to terrestrial commercial markets via Phase II-E extensions
FLEW.ID (the FO project) has active SBIR Phase III ($375K, Jul 2025) concurrent with FO — dual-track maturation
Commercial pivots: deep-sea mineral detection for BOEM, oil/gas GHG monitoring (NASA Spinoff), precision agriculture
GOEPPERT org page (organizations/goeppert-mos2.md):
Multi-technology research lab at UPenn Pennovation: nanopore biosensors + MoS₂ semiconductor + nanocomposite sensors + fentanyl detection + solar sails + crystal fabrication
$4.1M across 11 USASpending awards (NASA $3.7M + Army $210K)
MoS₂ Phase III ($994K) awarded before Phase II — fast-tracked by NASA for InSPA alignment
Listed on Factories in Space; vision: "Earth-space foundry producing specialized 2D semiconductors"
CHIPS Act alignment explicitly cited in project description
FO parabolic flights validate ground-based MoS₂ annealing results in microgravity
Ultrasonic Technology Solutions org page (organizations/ultrasonic-tech-solutions.md):
ORNL spinout, ~8 employees, Knoxville TN
$3.0M across 6 USASpending awards (all NASA)
Two technology lines: space washer/dryer (SBIR I→II→III + FO) and fecal waste water recovery (>90% recovery, SBIR I→II→II-E)
Phase III ($300K, Sep 2025) concurrent with FO start — dual-track maturation
5× energy efficiency, 2× speed vs conventional heat-based drying
DOE involvement: Energy I-Corps, BTO, ARPA-E; ORNL FLC Technology Transfer Award 2020
Commercial: 5 industry pilots active; fabric refresher product 2026; combo washer/dryer mid-2027
Publications: ICES 2025, NTRS 2023 + 2024

What I found¶

IMPOSSIBLE SENSING PORTFOLIO DEPTH — SURPRISE LEVEL: HIGH - Pre-query expectation: Expected a small LIBS company with 3-4 NASA contracts. - Actual: 16 TechPort projects — a true SBIR portfolio company with systematic platform technology deployment. Each product line follows the same pattern: Phase I (space concept) → Phase II (lab prototype) → Phase II-E (commercial pivot to terrestrial market). The deep-sea mineral detection pivot ($1.84M BOEM) and oil/gas GHG monitoring are substantial commercial outcomes that happen to originate from planetary spectroscopy R&D. This is the NASA Spinoff archetype at industrial scale.

GOEPPERT PHASE III BEFORE PHASE II — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Standard SBIR pipeline. - Actual: Phase III for MoS₂ ($994K) was awarded Oct 2023, before a Phase II existed for this technology. This suggests NASA fast-tracked the commercial/InSPA potential of GOEPPERT's MoS₂ work based on Phase I results alone. The FO flight test is validation, not maturation — the commercial pathway was already funded.

UTS ALL-NASA FUNDING — SURPRISE LEVEL: LOW-MEDIUM - Pre-query expectation: Expected some DOE or DoD contracts given the dual-use nature. - Actual: All 6 USASpending awards are NASA. The DOE involvement is through non-contract mechanisms (Energy I-Corps, BTO partnerships, ARPA-E). The terrestrial commercial path is being pursued through industry partnerships, not government contracts. This is unusual — most dual-use FO technologies have some DoD funding.

Coverage¶

445 triaged / 445 total = 100%
137 linkages in linkages-fo.json (to be updated)
~88 projects in DONE (+3: Impossible Sensing, GOEPPERT, UTS)
114 org pages (+3 new)
16 topic pages (unchanged)

What's next¶

Session 43 options: 1. Remaining new industry cohort — AeroFly [184145], Space Dust R&T [184151], Ambrosia Space [184146], Mentium Technologies [155249]. Lighter investigations (these have less funding/signal than the top 3). 2. Tier 3 uninvestigated projects — 244 low-signal completed projects remain uninvestigated. Batch-scan for any with surprisingly high view counts, documents, or outcome entries. 3. Artemis II splashdown update — After April 10 splashdown, update Artemis II topic page with recovery results. 4. Linkages refresh — Add Impossible Sensing, GOEPPERT, UTS connections to linkages-fo.json. 5. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers.

Recommended: Option 1 (remaining cohort quick investigations) — complete the new FO project triage with brief org profiles for the 4 remaining companies.

Session 41 — 2026-04-07¶

What I did¶

Created Artemis II FO impact topic page (topics/fo-technologies-artemis-ii.md):
Traced FO technology contributions to Artemis II (launched Apr 1, 2026 — first crewed mission beyond LEO in 53 years).
Tier 1 hardware: Airborne Systems CPAS parachutes (confirmed — Airborne Systems manufactures Orion's 3 main + 2 drogue chutes, $13.57M NASA contract). ADA Technologies FWM fire extinguisher (suggestive — Phase III SBIRs for Orion adaptation, but deployment unconfirmed).
Tier 2 data: Cryo cluster (30+ FO projects) provides reduced-gravity data informing ICPS helium pressurization, boiloff, and slosh. Aerospace Corp [106642] studied the exact physics (helium subsurface pressurization) that ICPS uses to maintain LOX/LH2 tanks.
Key narrative: FO's Artemis II contribution is a data/expertise story, not a payload story. Unlike CLPS missions (7 instruments on Moon), the crewed architecture relies on FO for the science that validates the design.
Feb 2026 ICPS helium anomaly (required VAB rollback) validates relevance of FO cryo research.
Updated mission infusion summary — added Artemis II section between Moon/Mars and deep space tiers. Count upgraded from 21+ to 22+ confirmed deployments.
Updated Creare LAD page — expanded 4th FO project [145006] (two-phase pumped loop) with full details from TechPort API. Creare now covers the complete thermal management triad: liquid acquisition (LADs), heat rejection (freeze-tolerant radiator), and active heat transport (2PPL). Flagged TechPort description data quality issue (recycled text from another Creare project).
Updated cryogenic cluster topic page — added Session 41 note on Artemis II context and Creare 4th project.
New FO project triage (complete) — reviewed all 15 new FO projects from Session 40 + deep company research on 6 industry entrants. Key findings:
MARS-C [184153] co-I Kevin Supak is also PI on SwRI LAD [106677] — cryo cluster network link.
Mentium Technologies [155249] — neuromorphic AI inference accelerator, 50 TOPS/W at 0.4W, radiation-hardened. Notable edge AI company.
EPIIC [158760] and SDPI [158400] are FO infrastructure projects (payload adapters), not technology maturation.
GRAMS [155253] — liquid argon TPC for gamma-ray/antimatter astrophysics. Northeastern University.
HiSPEED [158447] confirmed "Not yet selected" status — pending FO project from MIT (PI Paulo Lozano, electrospray).
Impossible Sensing [184139] — strongest new entrant: $8.4M across 17 federal awards, Perseverance SHERLOC heritage, PI Pablo Sobron (ex-SETI). FLEW.ID LIBS already at SBIR Phase III. Top candidate for full org page.
GOEPPERT [184143] — $3.9M, 11 awards, 7 PhDs at UPenn Pennovation. Multi-tech (nanopores, MoS₂, fentanyl sensors). Already has Phase III for in-space MoS₂.
Ultrasonic Tech Solutions [184142] — ORNL spinout, $3.0M, reached Phase III on space laundry. 5× energy efficiency.
AeroFly [184145] — SDSU spinout, $1.2M, TechLeap Prize winner. Youngest company with traction.
Space Dust R&T [184151] — CU Boulder spinout, co-founder Mihaly Horanyi (prominent dust physicist). No direct contracts yet. TechLeap Prize.
Ambrosia Space [184146] — true early-stage ($179K, 1 award). Founded 2023, PI ex-Intuitive Machines.

What I found¶

ARTEMIS II AS FO DATA STORY — SURPRISE LEVEL: LOW-MEDIUM - Pre-query expectation: Expected to find 5-8 FO technologies with traceable Artemis II connections, mostly cryo cluster. - Actual: Found exactly that — 1 confirmed hardware (CPAS parachutes), 1 suggestive hardware (FWM PFE), and the cryo cluster as data foundation. The key insight is that FO's crewed architecture role is fundamentally different from its CLPS role: data/expertise layer vs. specific instruments. This is a structural finding about how FO creates value at different integration levels.

AIRBORNE SYSTEMS CPAS CONFIRMATION — SURPRISE LEVEL: LOW - Expected: Airborne Systems makes Orion parachutes. Confirmed via Army.mil Yuma Proving Ground article and NASA sources. $13.57M contract already documented in KB. However, noted that the FO project tested ram-air parafoils (JPADS) while CPAS uses ringsail main parachutes — the technology transfer is at the company/expertise level.

ICPS HELIUM ANOMALY RELEVANCE — SURPRISE LEVEL: MEDIUM - Pre-query expectation: ICPS helium system would be routine. - Actual: In Feb 2026, engineers couldn't repressurize ICPS helium after WDR. SLS rolled back to VAB for troubleshooting (filter/quick-disconnect/check valve). This is the exact engineering challenge that Aerospace Corp FO [106642] studied — how helium behaves in cryogenic ullage space. The anomaly was ground-side (umbilical interface), but it demonstrates that helium management remains a live, mission-critical domain.

CREARE 145006 DESCRIPTION RECYCLING — SURPRISE LEVEL: LOW - The TechPort description for project 145006 ("Two-Phase Pumped Loop") contains recycled text from a LAD project. The title, TX classification (TX14.2.2 Heat Transport), and current TRL (6) all indicate 2PPL, but the description body describes a LAD. This is a TechPort data quality issue, consistent with Phase 1 KB findings about field quality.

Coverage¶

445 triaged / 445 total = 100%
137 linkages in linkages-fo.json (unchanged)
~85 projects in DONE (unchanged — new topic page, not new org investigations)
111 org pages (1 updated: Creare)
16 topic pages (+1 new: Artemis II; 2 updated: mission infusion summary, cryogenic cluster)

What's next¶

Session 42 options: 1. New industry cohort deep investigations — GOEPPERT, AeroFly, Ultrasonic Tech, Space Dust, Ambrosia Space, Impossible Sensing, Mentium. Triage is done; select top 2-3 for full org pages with USASpending + web search. 2. Artemis II splashdown update — After April 10 splashdown, update the Artemis II topic page with recovery results (CPAS performance, reentry heat shield performance). 3. Tier 3 uninvestigated projects — 244 low-signal completed projects remain uninvestigated. Batch-scan for any with surprisingly high view counts, documents, or outcome entries. 4. Linkages update — Add Artemis II connections to linkages-fo.json. 5. FBCE ISS publications deep read — Mudawar's 3 new 2025-2026 IJHMT papers.

Recommended: Option 1 (Impossible Sensing org page) — strongest new entrant, $8.4M portfolio, Mars rover heritage, demo-ready. Wait on Option 2 until splashdown happens (Apr 10).

Session 40 — 2026-04-07¶

What I did¶

Cryogenic cluster refresh — Updated 5 org pages with new developments since Session 19:
GRC RFMG: Added AIAA SciTech 2025 paper (DOI: 10.2514/6.2025-0959) — first peer-reviewed IM-1 RFMG results. Added Artemis II launch context (Apr 1, 2026). Added CryoFILL→Creare connection.
Creare LAD: CryoFILL integration confirmed (Sep 24, 2025) — Creare's SBIR flight-like cryocooler integrated into NASA Glenn's lunar ISRU refueling test system. Confidence upgraded suggestive → confirmed. Freeze-tolerant radiator [158702] completed at TRL 4 (didn't reach target 6).
UF Chung: New zero-G flights May 2-5, 2025 testing 4 coating materials. Darr collaboration paper in npj Microgravity (DOI: 10.1038/s41526-025-00504-w). Artemis II ICPS context.
Mudawar: FBCE ISS experiment completed Q3 2024 after 2 years. 3 new publications in IJHMT 2025-2026 (Vols. 240, 243, 254). Most comprehensive microgravity cryogenic heat transfer dataset ever assembled.
Aerospace Corp: Paper now indexed in PubMed/PMC. Artemis II ICPS helium pressurization context confirmed.
Mission infusion summary update: Added ESA interop dimension to CDI/DSOC entry — first NASA-ESA deep-space optical link (Jul 2025, Kryoneri Observatory, 4 links at 1.8 AU). Updated to Session 40.
Portfolio expansion: Added 15 new FO projects to tracker (445 total, up from 430). New selections include GOEPPERT MoS₂ semiconductor annealing, MARS-C (UTSA Mars ISRU), Creare 4th FO project (two-phase pumped loop), MIT cryogenic surface properties, and others.

What I found¶

CRYOFILL → CREARE DOWNSTREAM CONNECTION — SURPRISE LEVEL: HIGH - Pre-query expectation: Creare LAD project completed, probably some incremental publication or follow-on SBIR. - Actual: NASA Glenn integrated Creare's SBIR cryocooler into CryoFILL — the lunar ISRU refueling technology demonstrator. This is a direct line from FO-validated cryo tech to Artemis surface refueling. The CryoFILL test campaign (Sep-Dec 2025) demonstrates how oxygen from lunar water ice can be condensed to liquid form for lander refueling. Upgrades Creare from "suggestive" to "confirmed" infusion path.

ARTEMIS II LAUNCHED — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Artemis II still delayed, maybe NET late 2026. - Actual: Artemis II launched April 1, 2026 from KSC. 10-day mission, splashdown April 10. Crew: Wiseman, Glover, Koch, Hansen. Set farthest human spaceflight distance record (April 6). This is the first crewed mission beyond LEO since Apollo 17 (Dec 1972). The ICPS uses LOX/LH2 with helium pressurization — the exact physics studied in FO cryogenic cluster projects.

RFMG AIAA PAPER — SURPRISE LEVEL: LOW - Expected: RFMG IM-1 results would be published. Confirmed: AIAA SciTech 2025 (DOI: 10.2514/6.2025-0959) published full IM-1 demonstration results — propellant measurements from pad through lunar surface.

MUDAWAR FBCE ISS COMPLETION — SURPRISE LEVEL: LOW-MEDIUM - Expected: FBCE still producing data. - Actual: FBCE completed Q3 2024 — 2 years of active ISS experiments done. Facility remains for other researchers. 3 new 2025-2026 publications. Combined with FO parabolic data, Mudawar now has the most complete microgravity cryogenic heat transfer dataset ever.

CREARE 158702 TRL STAGNATION — SURPRISE LEVEL: MEDIUM - Expected: Freeze-tolerant radiator would advance TRL. - Actual: Completed at TRL 4 (target was 6). Didn't achieve microgravity validation. This is the first confirmed FO "partial failure" in the Creare arc — the LAD and cryocooler work succeeded, but the radiator didn't.

Coverage¶

445 triaged / 445 total = 100% (+15 new projects)
137 linkages in linkages-fo.json (unchanged)
~85 projects in DONE (unchanged — refresh, not new investigations)
111 org pages (5 refreshed: GRC, Creare, Chung, Mudawar, Aerospace Corp)
15 topic pages (1 refreshed: mission infusion summary)

What's next¶

Session 41 options: 1. Creare 4th FO project deep-dive — [145006] two-phase pumped loop. Creare now has 4 FO projects. Update the Creare page with this new project and reassess the full Creare arc. 2. New industry FO cohort investigation — GOEPPERT, AeroFly, Ultrasonic Tech Solutions, Space Dust R&T, Ambrosia Space, Impossible Sensing are all new industry entrants. Quick triage to identify any with existing track records. 3. Cryogenic cluster topic page — 30+ projects across 10+ organizations. The cluster now has enough substance for a dedicated topic page synthesizing the cross-cutting Artemis cryogenic propellant management narrative. 4. FBCE ISS → Mudawar publications deep read — Read the 3 new 2025-2026 IJHMT papers for specific findings to integrate into the KB. 5. Artemis II impact assessment — Now that Artemis II has flown, assess which FO technologies contributed to the mission (ICPS helium pressurization, Orion parachutes/Airborne Systems, etc.).

Recommended: Option 5 (Artemis II impact assessment — timely, demo-ready, connects FO cryo cluster to actual crewed mission) + Option 3 (cryogenic topic page — overdue synthesis).

Session 39 — 2026-04-07¶

What I did¶

Refreshed CDI/DSOC org page (organizations/controlled-dynamics.md):
ESA interoperability milestone (Jul 7, 2025): ESA established first-ever deep-space optical comm link with DSOC at ~265M km (1.8 AU) using Kryoneri Observatory (Greece). 4 successful links over summer 2025, including receiving a cat video at 1.8 Mbps. First NASA-ESA deep-space optical interop (previously only RF).
SPIE publication (Mar 2025): Biswas et al., "Overview of the DSOC technology demonstration," SPIE 13355 — first comprehensive post-mission paper documenting 6.25–267 Mb/s over 0.2–2.7 AU.
Mars flyby reactivation: Psyche flyby late May 2026 (1,900–2,700 mi altitude). DSOC reactivation discussed for late summer/early fall 2026 but not yet funded/approved.
Created UMD DYMAFLEX org page (organizations/umd-dymaflex.md):
FO 94143 — satellite servicing manipulator, PI David Akin (SSL founder, 30+ year space robotics career).
FO parabolic flights validated coupled manipulator-spacecraft dynamics in microgravity (TRL 4→6).
Design heritage chain: DYMAFLEX → DymaFlight (smaller, modular next-gen) → TRAVELS lunar rover (2022 NASA BIG Idea Competition finalist, each limb is a modified DYMAFLEX arm).
No USASpending contracts found. Research archetype — academic pipeline with design heritage but no commercial outcome.
OSAM-1 cancellation (Mar 2024) removed the flagship government satellite servicing mission; commercial OSAM growing (Northrop MEV, Astroscale ADRAS-J).
Updated tracker (Session 39 header, CDI ESA interop note, DYMAFLEX page link)
Updated index (+1 org page: UMD DYMAFLEX; CDI ESA interop annotation)

What I found¶

ESA-DSOC INTEROPERABILITY — SURPRISE LEVEL: MEDIUM-HIGH - Pre-query expectation: DSOC concluded Sep 2025, possibly some new publications. Mars flyby reactivation TBD. - Actual: ESA ran an entire 4-link deep-space optical interop campaign with DSOC in summer 2025 — first NASA-ESA optical interop ever (previously RF only). CDI's isolation hardware enabled not just NASA comms but international interoperability. This elevates the CDI story from "mission infusion" to "enabling international deep-space optical infrastructure." The cat video detail is demo-gold.

UMD DYMAFLEX → TRAVELS — SURPRISE LEVEL: LOW-MEDIUM - Pre-query expectation: Standard academia project, maybe some publications. - Actual: Clean design heritage chain to a NASA BIG Idea finalist lunar rover concept. David Akin is a major figure in space robotics (founded SSL, created "Akin's Laws of Spacecraft Design"). The OSAM-1 cancellation is interesting context — the government flagship satellite servicing mission died, but the manipulator technology lives on in a completely different application (lunar rover limbs). Not every technology maturation path is linear.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
137 linkages in linkages-fo.json (unchanged)
~85 projects in DONE (+1: DYMAFLEX)
111 org pages (+1: UMD DYMAFLEX; 1 refreshed: CDI)
15 topic pages (unchanged)

What's next¶

Session 40 options: 1. Cryogenic cluster refresh — 30+ projects, hasn't been updated since Session 19. Check for new publications and developments (Chung, Mudawar, Hartwig, cryo gauging approaches). 2. CDI DSOC Mars flyby monitoring — Psyche passes Mars late May 2026. Check if DSOC reactivation gets funded. 3. DSOC ESA link → mission infusion summary update — The ESA interop adds a new dimension to CDI's infusion story. Update the mission infusion summary page. 4. New org pages — Continue working through remaining uninvestigated Tier 3 entries. 5. Phase 2 transition assessment — Evaluate whether Phase 1 data landscape work is complete enough to shift focus.

Recommended: Option 1 (cryogenic cluster refresh — most data-rich cluster, long overdue) + Option 3 (mission infusion summary update to reflect ESA interop dimension).

Session 38 — 2026-04-07¶

What I did¶

Created CMU/Whittaker org page (organizations/cmu-whittaker-lunar-pits.md):
Mapped Red Whittaker's complete TechPort footprint: 9 projects across 3 programs (5 STRG, 1 FO PI, 1 FO co-I, 1 NIAC Phase I, 1 NIAC Phase III) spanning 2011–2021.
FO 14162 (Flyover Terrain Mapping, TRL 4→6) → NIAC Phase III 96188 ($2M, first-ever NIAC Phase III, 2019–2021). PitRanger micro-rover prototype validated at West Desert Sinkhole — 17 cm accuracy over 3,000 m².
MoonRanger CLPS 2029 discovery: CMU micro-rover selected for Firefly CLPS delivery to Moon's South Pole ($176.7M task order, Aug 2025). Direct heritage from STRG/FO/NIAC pipeline.
Whittaker founded Astrobotic (2007), connecting his academic pipeline to the $498M+ CLPS lander company.
Saved NIAC concept art to assets.
Refreshed Busek org page — MAJOR: Gateway cancelled Mar 2026; PPE hardware repurposed for Space Reactor-1 Freedom nuclear electric propulsion mission to Mars (launch end 2028). Busek BHT-6000 × 4 thrusters go from cislunar Gateway to Mars interplanetary cruise. Net positive for Busek profile — higher-profile mission.
Refreshed Varda org page — W-6 details: 3 TPS payloads (autonomous nav, Sandia NL nose tile, NASA Ames eChar C-PICA variant tiles × 2). The NASA Ames eChar tiles represent an evolution in the FO tech transfer relationship — NASA now uses Varda capsules as a bilateral TPS R&D platform, not just a licensee. W-5 confirmed as first vertically integrated satellite bus (no longer Rocket Lab Photon).
Refreshed Carthage MPG org page — IM-3 "Trinity" expected 2H 2026 (Reiner Gamma). MPG still in active development with IM but not confirmed as specific IM-3 payload. Gateway cancellation impact assessed as moderate — research completed, technology is mission-agnostic. Added MUTT [184147] context and Romero-Calvo co-I.
Updated tracker (CMU/Whittaker entry: page link + expanded findings)
Updated index (+1 org page: CMU/Whittaker)

What I found¶

CMU/WHITTAKER MULTI-PROGRAM ARC — SURPRISE LEVEL: HIGH - Pre-query expectation: Standard academia page with FO→NIAC connection (already known from Session 37). - Actual: 9 TechPort projects across 3 programs. The STRG grants (2011–2019) built the foundational autonomy stack that the FO flight (2014–2015) validated and the NIAC Phase III (2019–2021) advanced. Plus the MoonRanger CLPS 2029 mission — a funded lunar surface mission with direct heritage from the FO work. And Whittaker founded Astrobotic. This is the most complete single-PI program-crossing technology maturation arc in the FO portfolio.

GATEWAY → SR-1 FREEDOM — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Gateway PPE delayed or cancelled, hardware in limbo. - Actual: PPE repurposed for nuclear-electric Mars mission launching 2028. Hardware lives on in a higher-profile mission. The pivot was fast — announced same month as Gateway suspension.

VARDA eChar TILES — SURPRISE LEVEL: LOW-MEDIUM - Pre-query expectation: W-6 would be routine C-PICA mission. - Actual: NASA Ames is testing an alternative C-PICA production technique ("eChar") alongside Varda-produced standard C-PICA. Plus Sandia NL TPS materials. The relationship has evolved from licensee to bilateral R&D partner.

CARTHAGE IM-3 — SURPRISE LEVEL: LOW - Pre-query expectation: MPG confirmed for IM-3. - Actual: Still in development; not specifically confirmed for IM-3 manifest. IM-3 expected 2H 2026 but primary payloads are Lunar Vertex + CADRE.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
137 linkages in linkages-fo.json (unchanged — CMU/Whittaker already added S37)
~84 projects in DONE (+1: CMU/Whittaker)
110 org pages (+1: CMU/Whittaker; 3 refreshed)
15 topic pages (unchanged)

What's next¶

Session 39 options: 1. Continue org page refreshes — CDI/DSOC mission completion details, Solstar Deke orbital status update 2. Cryogenic cluster refresh — 30+ projects, hasn't been updated since Session 19. Check for new publications and developments. 3. Gateway cancellation impact page update — Add Busek SR-1 Freedom pivot, review other Gateway-dependent entries 4. New org pages — Pick from remaining high-signal tracker entries without full pages 5. Phase 2 transition assessment — Evaluate whether Phase 1 data landscape work is complete enough to shift focus

Recommended: Option 3 (update Gateway cancellation impact topic with SR-1 Freedom + Carthage assessment) + Option 1 (CDI/DSOC refresh — mission completed Sep 2025, major milestone).

Session 37 — 2026-04-07¶

What I did¶

Systematic tracker audit — Verified 58 academia and NASA center entries against TechPort batch API:
2 TRL errors found and fixed:
- [106695] UF FLEX Biological Imaging: tracker said 6→7, TechPort shows 6→6 (no TRL advance)
- [155260] Auburn AoSOME Self-Folding Origami: tracker said 4→5, TechPort shows 4→4 (no TRL advance)
56 entries verified correct — lower error rate (3.4%) than Session 36's title/org errors (16%), suggesting title/org errors were from early data import issues while TRL errors are rarer
All 18 NASA center entries verified clean
CMU/Whittaker NIAC downstream discovered — FO project 14162 (Flyover Terrain Mapping, PI Red Whittaker, TRL 4→6) led to NIAC Phase III 96188 — first-ever NIAC Phase III award ($2M, 2019-2021). Lunar pit exploration autonomy with Astrobotic partner. Upgraded tracker entry from "Research" to "NIAC Downstream."
Cross-cutting analysis updates:
Added Air Squared/MOXIE boundary case discussion to mission infusion summary and technologies-to-Mars. Key finding: Air Squared's scroll compressor is the only moving part in MOXIE on Mars, but this is FO-adjacent (same company, same core tech, different product line), not FO-infused.
Added CMU/Whittaker to program transitions tier in mission infusion summary.
Org page refreshes:
Solstar Space: Fixed Deke launch date to Mar 30, 2026 (was listed as Apr 1). Confirmed orbital deployment; Deke routing through Iridium constellation for 24/7 connectivity; ISAM demo mission support.
Interlune: Added $5M SAFE round (Jan 2026, 6 investors). Total equity now ~$23M. Mission timeline confirmed: prospecting via Astrolab rover launching summer 2026.
Updated linkages-fo.json (+1 entry: CMU/Whittaker NIAC, total 137)
Fixed tracker TRL errors (2 entries corrected)
Updated tracker header (Session 37)

What I found¶

TRACKER ERROR RATE — SURPRISE LEVEL: LOW - Pre-query expectation: ~4 more errors (16% rate from Session 36). - Actual: 2 TRL errors in 58 entries (3.4%). The title/org errors from Session 36 were anomalous — probably from an early data ingestion issue. TRL-only discrepancies are rarer and less consequential.

CMU/WHITTAKER NIAC PHASE III — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Standard academia dead-end. - Actual: FO terrain mapping project → first-ever NIAC Phase III award ($2M). PI Red Whittaker is a CMU Robotics Institute legend who co-founded Astrobotic (also an FO company with 4 projects). The FO→NIAC→Astrobotic connection creates a tight web of lunar surface technology. This is a new program transition category we hadn't tracked before.

SOLSTAR LAUNCH DATE — SURPRISE LEVEL: LOW - Pre-query expectation: Deke launched ~Apr 2026 as previously reported. - Actual: Launch was March 30, 2026 (Transporter-16). Slightly earlier than the "Apr 2026" previously logged. Also confirmed the ISAM mission context and Iridium routing architecture.

INTERLUNE $5M SAFE — SURPRISE LEVEL: LOW - Pre-query expectation: Additional funding round likely for a fast-moving startup. - Actual: $5M SAFE, modest size. More interesting is the confirmation that the Astrolab prospecting mission is "this summer" (2026) — the timeline is on track.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
137 linkages in linkages-fo.json (+1: CMU/Whittaker NIAC)
~83 projects in DONE (unchanged, but 2 TRL corrections + 1 upgrade)
109+ org pages (unchanged; 2 refreshed)
15 topic pages (unchanged; 2 updated)
58 tracker entries audited and verified against TechPort

What's next¶

Session 38 options: 1. Continue tracker audit — 58/430 verified this session. Could audit another batch of ~50 entries, focusing on industry entries that haven't been cross-checked. 2. Cryogenic cluster refresh — 20+ projects, deep content, hasn't been updated since Session 19. Worth checking for new publications and developments. 3. Refresh more org pages — CDI/DSOC, Busek Gateway PPE, Varda W-6, Carthage MPG/IM-3. 4. Create new org page for CMU/Whittaker — Full page documenting the FO→NIAC Phase III arc, including Astrobotic connections. 5. Phase 2 transition check — Assess whether Phase 1 (data landscape) is sufficiently complete to begin Phase 2 (technology substance) deeper investigations.

Recommended: Option 3 (refresh 3-4 high-signal org pages that may have recent developments — Busek/Gateway PPE, Varda W-6, Carthage/IM-3) + Option 4 (CMU/Whittaker page).

Session 36 — 2026-04-07¶

What I did¶

Created Air Squared org page (organizations/air-squared.md):
Major finding: Air Squared's oil-free scroll compressor is the only moving component in MOXIE on Perseverance rover — produced oxygen on Mars for the first time (Apr 20, 2021). 16 runs through Aug 2023, up to 12 g O₂/hr at 98%+ purity.
FO project 106684 (ZVCR refrigerator, $188K) is a small slice of $6.73M+ NASA portfolio across 17 contracts (2013–2025).
Technology application map: Mars ISRU (MOXIE + MASC), cryogenic propellant pumps, ISS food storage (FO), xEMU spacesuits, lunar ISRU. All use same core oil-free spinning scroll technology.
Partners: Purdue University + Whirlpool for ZVCR. ZVCR targets 10× COP improvement over current ISS thermoelectric refrigeration.
Classified as "SBIR Portfolio Company" archetype (same as Blueshift/Outward).
FO did NOT cause MOXIE — parallel product lines, different timelines. But same company, same core technology.
Refreshed Near Space Corporation page (organizations/near-space-corporation.md):
Post-acquisition: NSC operates as Aerostar Tillamook (nsc.aero). Three balloon systems (NBS, SBS, HASS). 160+ stratospheric flights. 3,000 lbs to 130,000 ft capability.
HASS (High Altitude Shuttle System) appears to be the NS3 successor — "unique gliding unmanned aerial system with patented launch technology." Plausible heritage from FO data buoy 106710 drone shuttle concept.
Aerostar Thunderhead HBAL684 world record: 336 days continuous stratospheric flight (Apr 22, 2024 → Mar 24, 2025). 80,500+ nautical miles. Applications: wildfire, maritime monitoring, cellular, tactical data links.
NASA/FO branding absent from current Aerostar Tillamook marketing.
Refreshed Ad Astra VASIMR page (organizations/ad-astra-vasimr.md) — MAJOR UPGRADE:
VF-150 Flight Program announced Oct 2025: first commercial engine program. Two 150 kW engines (VF-1 pathfinder, VF-2 flies ~2029). PM Troy Eastin (30-yr NASA veteran).
RF coupler demo (Apr 2025): 28% temp reduction, unlocks >80 kW operation.
$4M SBIR specifics: 3 subsystems (RF TRL4→5, magnet TRL5→6, exoskeleton TRL5→6).
SpaceNukes SPAR Institute selection (May 2025) for Space Force university consortium.
DRACO cancelled (Jun 2025): DARPA cites NEP as preferred. But NASA FY2026 zeroed both NTP and NEP funding — mixed signal.
Refreshed Made in Space page (organizations/made-in-space.md) — MAJOR UPGRADE:
AMF being removed from ISS — the canonical FO success story hardware is being decommissioned. Successor: FabLab ($5.9M NASA contract, multi-material printer).
MSTIC TRL correction: only reached TRL 4 (target was 6) — proof-of-concept, not full maturation.
PIL-BOX: 14 units in 2025, BMS/Eli Lilly/ExesaLibero customers, Industrial Crystallizer (200× volume).
Redwire FY2025: $335.4M revenue (+10.3%), $411M backlog, $450-500M 2026 guidance (~42% growth).
DARPA Otter $44M (VLEO), Golden Dome MDA, ELSA $12.8M, Artemis II cameras (through Artemis V).
Mason lunar regolith $12.9M Tipping Point at CDR.
Fixed 4 tracker data errors in fo-portfolio-tracker.md:
[12454] was "Stanford Gecko-Inspired Dry Adhesives" → actually UT Arlington Wireless Strain Sensing (PI Huang)
[14155] was "Stanford Phase Change Ink Jet Printing" → actually UCF Microgravity Accretion MEASE (PI Colwell/Dove)
[94143] was "RPI Constrained Vapor Bubble" → actually UMD DYMAFLEX Satellite Servicing Manipulator (PI David Akin)
[12207] was "Clarkson Electrolytic Treatment" → actually UAH CubeSat Parabolic Flight Testing (PI Wessling)
Triaged 5 low-signal projects: Aerfil [91323] (ECLSS filtration, co-I NASA GRC Agui), Rocky Mountain Servo [106607] (fiber positioning, empty description), AFRL GPB [12273] (GPS tracking, empty desc), AFRL RF [91326] (radar imaging, empty desc). All TRL 4→5/6, no downstream found.
Updated linkages-fo.json (+1 entry: Air Squared, total 136)
Updated index.md (+1 org page)
Updated fo-portfolio-tracker.md (4 data errors corrected, 1 project upgraded, session header)

What I found¶

AIR SQUARED MOXIE — SURPRISE LEVEL: HIGH - Pre-query expectation: Small company making a space refrigerator. Low signal. - Actual: Air Squared's core scroll technology is literally on Mars — the only moving component in MOXIE. $6.73M across 17 NASA contracts spanning 6 application areas. The FO project ($188K) is insignificant in the company's story, but the technology platform (oil-free spinning scroll) demonstrates how one core innovation can permeate the space industry through sustained SBIR engagement. This is the strongest "SBIR Portfolio Company" example in the FO KB after Blueshift/Outward.

AMF REMOVAL FROM ISS — SURPRISE LEVEL: HIGH - Pre-query expectation: AMF still operating, possibly with declining utilization. - Actual: AMF is being removed from ISS — the canonical FO success story hardware is being decommissioned after ~9 years (2016–2025). This is a natural lifecycle endpoint, not a failure. Successor FabLab ($5.9M) is multi-material (metals, polymers, ceramics, electronics) — a significant capability upgrade. The FO→ISS→AMF→FabLab arc is now a complete 4-stage story: parabolic flight validation → ISS deployment → commercial operation → next-gen replacement.

MSTIC TRL SHORTFALL — SURPRISE LEVEL: MEDIUM - Pre-query expectation: MSTIC reached TRL 6 as planned. - Actual: TechPort shows TRL 4 (target was 6). The ISS pathfinder (18 samples) was proof-of-concept, not full maturation. No Phase 2 announced. This means the semiconductor manufacturing line is stalled, while PIL-BOX (pharmaceutical) is thriving. Redwire's ISS manufacturing portfolio is bifurcating: pharma succeeds, semiconductors stall.

AD ASTRA VF-150 — SURPRISE LEVEL: HIGH - Pre-query expectation: No material changes since Session 31. - Actual: The VF-150 Flight Program (announced Oct 2025) is Ad Astra's first commercial engine program — a formally named, PM-led, 4-year effort to build two 150 kW engines for orbital demo. This transforms the VASIMR assessment from "perpetual lab prototype" to "active flight program." Still speculative (no flight contract, power source gap remains), but the organizational maturity is real.

AEROSTAR THUNDERHEAD RECORD + $7.25M POST-ACQ — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Post-acquisition integration with unknown status. - Actual: Aerostar thriving — 336-day Thunderhead record. NS3/HASS confirmed as FO data buoy heritage. $6.37M NASA contract (Sep 2025) for RF/EO/IR stratospheric sensors — exactly the domain FO funded. Total post-acquisition NASA: $7.25M. Combined NASA investment: $12.4M+.

TRACKER DATA ERRORS — SURPRISE LEVEL: HIGH - Pre-query expectation: Tracker entries match TechPort records. - Actual: 4 entries had wrong project titles/orgs. A systematic audit should be done (lint task).

Coverage¶

430 triaged / 430 total = 100% (unchanged)
136 linkages in linkages-fo.json (+1: Air Squared)
~83 projects in DONE (+1: Air Squared)
109+ org pages (+1: Air Squared)
15 topic pages (unchanged)

What's next¶

Session 37 options: 1. Systematic tracker audit — Verify ~25 remaining academia entries against TechPort to catch more data errors. The 4 errors found this session suggest more exist. 2. Continue early page refresh — Made in Space (partially done, agent results pending), CDI/DSOC (S3, refreshed S32). 3. Remaining uninvestigated industry — Still a few with no org page: Air Squared is now done; Aerfil/RMS/AFRL are triaged as low-signal. 4. Cross-cutting analysis update — Integrate Air Squared (MOXIE) into the mission infusion summary and the technologies-to-Mars page. MOXIE scroll compressor is FO-adjacent, not FO-infused — worth discussing the boundary. 5. Cryogenic cluster refresh — 20+ projects, deep but hasn't been updated since Session 19.

Recommended: Option 1 (tracker audit, ~30 min) + Option 4 (cross-cutting analysis update with Air Squared/MOXIE).

Session 35 — 2026-04-06¶

What I did¶

Created SANS Research Cluster topic page (topics/sans-cluster.md):
Cross-cutting synthesis of 4 FO projects attacking Spaceflight-Associated Neuro-ocular Syndrome
Wyle OCT (ISS diagnostic standard → Artemis Mini OCT pipeline), UTSW ICP (paradigm shift: ICP doesn't rise in 0g; LBNP sleeping bag countermeasure), MGH NINscan (most paper-productive FO health project; Epilepsy Foundation adoption), Henry Ford ultrasound (clinical protocols → humanitarian telemedicine)
All four projects funded 2013–2014, completed by 2017 — suggests programmatic coordination with HRP
Key finding: 15+ publications, 0 commercial products — challenges "commercialization = impact" framework
Complementarity matrix: diagnosis (OCT) + mechanism (ICP) + monitoring (NINscan) + screening (ultrasound)
Updated FO Mission Infusion Summary (topics/fo-mission-infusion-summary.md):
Added ADA Technologies FWM (ISS deployment Dec 2015, confirmed Session 34) as ISS deployment #19
Added Wyle OCT (ISS Investigation #1146) as ISS deployment #20
Total confirmed deployments: 21+ (was 19+)
Added "ISS crew safety/health" contribution type category
Updated developer type counts, cross-cutting analysis tables, narrative
Refreshed Tyvak/Terran Orbital page (organizations/tyvak-terran-orbital.md):
PTD program status: PTD-3/TBIRD achieved 200 Gbps (major success); PTD-R/Deep Purple operational; PTD-4/LISA-T boom issue
SDA T2TL Gamma $254M contract terminated — procurement integrity violation found (SDA employee communications with Tyvak)
Post-acquisition: SDA Tranche 1 delivered (42 buses); Tranche 3 Tracking Layer $1.1B (Dec 2025); STEP 2.0 selected
Scale shift: pre-acquisition $48.7M → post-acquisition contracts exceed $1.1B. Terran Orbital is now Lockheed's captive constellation factory
Refreshed Busek Company page (organizations/busek-company.md):
Artemis-1 CubeSat missions both failed: Lunar IceCube lost comms (never recovered), LunaH-Map valve stuck (mission ended May 2023, partial instrument validation)
Gateway PPE BHT-6000 thrusters delivered Sep 2025 — first US electric propulsion on human-rated mission. Highest-profile Busek hardware delivery
OneWeb: 80 sats with BHT-350 commissioned; 20 thrusters/month production
HWO contract likely for electrospray microthrusters (LISA Pathfinder heritage)
Michael Tsay: Director, Electrothermal Propulsion Group; NTRS publication Feb 2025
Refreshed Masten/Astrobotic page (organizations/masten-space-systems.md):
Xodiac VTVL lost on 176th flight (May 28, 2025) — flight termination commanded mid-flight
$17.5M new contracts (Dec 2025) for 3 successor vehicles: Xodiac-C ($1.6M), Xodiac-B ($1.9M), Xogdor ($14M, 100+ km suborbital)
M10A Broadsword engine: dormant IP — not used on Griffin (Frontier Aerospace engines) or Xogdor (different 6,000 lbf engine)
Griffin-1 NET July 2026 with Astrolab FLIP rover replacing VIPER
XL-1 payloads: MoonRanger → Blue Ghost M4 (2029), Heimdall → Blue Ghost M3 (2028); 4 instruments still unassigned
Andøya Spaceport (Norway) launch agreement for international Xodiac operations
Updated Northwestern Freeze-Cast page (organizations/northwestern-freeze-cast.md):
SpaceICE CubeSat: confirmed dead — vial cracking problems, undergraduate team turnover, COVID; Gunter's lists "202x" with "?" vehicle
ISS Materials Lab experiment: stalled — PI Scotti moved to CMU postdoc without ISS results; Dunand group shifted away from space research
FreezeCasting.net: dormant — no updates since 2017–2018
Reclassified as "Research Dead End with Scientific Value" — real Acta Materialia findings but no operational propagation
Updated linkages-fo.json, index.md, fo-portfolio-tracker.md with all findings

What I found¶

SANS CLUSTER — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Four independent medical projects with some thematic overlap. - Actual: Tightly coordinated cluster — all funded 2013–2014, likely in response to HRP identifying SANS/VIIP as priority risk ~2011–2012. Together they provide the complete diagnostic toolkit NASA needs for Artemis. The LBNP sleeping bag countermeasure from UTSW is the most operationally significant single output. The 15+ publications with 0 commercial products pattern is systematic, not coincidental — it reflects the FDA/insurance/manufacturing barriers that FO doesn't address.

BUSEK GATEWAY DELIVERY — SURPRISE LEVEL: HIGH - Pre-query expectation: BIT-3 continuing to fly on CubeSats. - Actual: Both Artemis-1 BIT-3 CubeSat missions failed (surprising given the technology's maturity). But the bigger story is the BHT-6000 delivery for Gateway PPE — first US electric propulsion on a human-rated mission. Busek's real impact is in Hall thrusters, not the FO-adjacent iodine thruster. The company's $80M+ contract portfolio spans iodine, Hall, and electrospray technologies — all electric propulsion, but the commercial success comes from a different product line than the FO project.

TYVAK PROCUREMENT INTEGRITY — SURPRISE LEVEL: HIGH - Pre-query expectation: Smooth post-acquisition integration. - Actual: SDA T2TL Gamma $254M contract terminated due to procurement integrity violation — an SDA employee's communications with Tyvak violated the Act. This is a notable blemish. However, the Tranche 1 delivery (42 buses) and Tranche 3 award ($1.1B) show the core business relationship is intact. The scale shift is dramatic: pre-acquisition $48.7M → post-acquisition $1.1B+.

MASTEN XODIAC LOSS — SURPRISE LEVEL: MEDIUM - Pre-query expectation: M10A engine being developed for Griffin. - Actual: M10A is dormant. Griffin uses Frontier Aerospace engines. Xodiac lost on flight 176 after 175 successful flights — but Astrobotic immediately secured $17.5M for three successor vehicles. The Mojave VTVL testbed operation is the real surviving asset, not the M10A engine. The Xogdor ($14M for 100+ km suborbital) is the most significant new development.

NORTHWESTERN FREEZE-CAST — SURPRISE LEVEL: LOW - Pre-query expectation: SpaceICE probably didn't launch. - Actual: Confirmed dead. The vial cracking → undergraduate turnover → COVID cascade is a common failure mode for university space hardware projects. The Dunand group has moved on from space research entirely. The open data repository (FreezeCasting.net) and the Acta Materialia paper are the durable legacy.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
135 linkages in linkages-fo.json (unchanged)
~82 projects in DONE (unchanged — no new projects investigated, only refreshes)
108+ org pages (Northwestern refreshed; no new pages)
15 topic pages (+1: SANS cluster)
21+ confirmed mission infusions (+2: ADA FWM + Wyle OCT added to summary)

What's next¶

Session 36 options: 1. Continue early page refresh — Next candidates: Tyvak done, Busek done, Masten done. Remaining early pages: Made in Space (S3), Ad Astra (S5), CDI/DSOC (S3, refreshed S32), Near Space Corp (S6). 2. Remaining uninvestigated projects — ~25 projects with brief assessments but no deep investigation. 3. Cross-cutting analysis update — The 21+ mission infusions, $1B+ Terran Orbital scale, Gateway PPE delivery are significant new data points. Could update the overview/synthesis. 4. Cryogenic cluster refresh — 20+ projects spanning Creare, Purdue, UF-Chung, SwRI, NJIT; deep but hasn't been updated since Session 19. 5. Busek Gateway PPE story — Busek's most significant achievement (Gateway PPE) is NOT from the FO technology (iodine thruster). Worth exploring whether the FO project contributed at all to the Hall thruster product line that actually mattered.

Recommended: Option 1 (continue refreshing 2-3 more early pages) + Option 5 (Busek FO→Gateway causal analysis).

Session 34 — 2026-04-06¶

What I did¶

Refreshed ADA Technologies org page (organizations/ada-technologies.md):
Major upgrade: Suggestive → Confirmed Mission Infusion. First 2 of 9 FWM PFEs launched to ISS on Orbital ATK OA-4, December 6, 2015, replacing CO2 extinguishers.
Discovered via Colorado School of Mines press release + Mines Magazine — ISS deployment was invisible in TechPort metadata.
Found 2 Phase III SBIR contracts for Orion spacecraft adaptation ($120K + $406.8K, 2015–2017).
Patent US8746357B2 identified.
5+ publications (ICES 2010, 2011, 2012, 2013; SUPDET 2012).
NASA FWM contract chain: $2.0M (fire-suppression) + $1.4M (batteries) = $3.4M total NASA.
DoD portfolio: $39M+ (page 1 USASpending) — batteries/thermal, parallel to FO work.
FO-to-ISS gap: only 1.5 years (Jul 2014 FO end → Dec 2015 ISS launch).
TechPort data error: "Advanced To" links to [91583] (mass spectrometer) — unrelated.
Investigated Blue Ghost M2 payloads for FO connections:
M2 is a science/infrastructure mission: LuSEE-Night (radio telescope), Lunar Pathfinder (ESA relay), User Terminal (S-Band), SPIDER (AU), Rashid 2 (UAE), Volta LightPort (CA).
Minimal FO connections — unlike M1's 4 FO technologies. M2 is far-side science, not tech demos.
Closest link: PALETTE radiator (GCD [146999]) for LuSEE-Night — not FO-funded.
Refreshed Qascom/LuGRE page (organizations/qascom-lugre.md):
Added detailed mission results: Jan 21, 2025 GNSS altitude record (209,900 miles); Mar 3 first PVT fix on Moon; 401,000 km deep space record.
Added mission end: Blue Ghost ceased at lunar nightfall.
Full I/Q data released publicly (Jan 16–Mar 16, 2025).
Post-LuGRE trajectory: Qascom developed first L-CNS receiver prototype compliant with LunaNet V5; participates in ESA Moonlight program; CLPS pipeline.
Gateway cancellation impact: Minimal — LuGRE complete, future work targets LunaNet/Moonlight (surface/orbit-focused), CLPS expansion is net positive.
Politecnico di Torino confirmed as academic partner.
Verified UT Southwestern ICP/SANS page (organizations/ut-southwestern-icp.md) — page already existed from Session 27; confirmed findings via document read:
PI Benjamin Levine made first direct ICP measurement in microgravity using cancer patients with Ommaya reservoirs during parabolic flight.
Key finding: ICP in 0g ≈ supine 1g (contradicts NASA's working hypothesis).
Led to LBNP 20 mmHg countermeasure protocol (Petersen et al., J Physiol 2019).
4+ publications, NASA HRR task #1412, Sutton Scientific Achievement Award.
International collaboration: Copenhagen, Innsbruck, Dallas, Melbourne, Seattle.
Terrestrial dual-use: LBNP for traumatic brain injury patients.
Mapped SANS research cluster: OCT (Wyle), ICP (UTSW), NINscan (MGH), ultrasound (Henry Ford).
Updated linkages-fo.json: +2 entries (ADA Technologies, UT Southwestern). Count: 133→135.
Updated index.md, fo-portfolio-tracker.md with all findings.

What I found¶

ADA TECHNOLOGIES ISS DEPLOYMENT — SURPRISE LEVEL: HIGH - Pre-query expectation: The Session 3 assessment was "suggestive but not confirmed" for ISS infusion. Expected to find either confirmation or continued ambiguity. - Actual: Confirmed ISS deployment (Dec 6, 2015, OA-4). Nine units planned. Two Phase III SBIRs for Orion. Patent. The ISS deployment is comprehensively documented by Colorado School of Mines but completely invisible in TechPort metadata. This is now one of the strongest FO mission infusion stories and the best example of metadata invisibility. - New pattern identified: Phase III SBIR contracts are a reliable signal of real deployment. "Phase III" in USASpending description = procurement for actual use.

BLUE GHOST M2 — SURPRISE LEVEL: LOW - Pre-query expectation: 1-3 FO technologies on M2. - Actual: Zero direct FO connections. M2 is fundamentally different from M1 — science (LuSEE-Night) and infrastructure (comms relay) rather than technology demonstration. The FO payload concentration on M1 appears to have been a specific curatorial effort, not a general M-series pattern.

QASCOM POST-LUGRE — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Qascom continuing work, possibly affected by Gateway cancellation. - Actual: Qascom is thriving. Full data released. First LunaNet V5-compliant receiver prototype already built. Participates in ESA Moonlight. Gateway cancellation irrelevant — their customer base is surface/orbit missions, and CLPS expansion to 21 landings is a tailwind.

UT SOUTHWESTERN SANS — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Good research with publications, maybe some clinical relevance. - Actual: The Ommaya reservoir methodology is genuinely creative — only possible because Levine identified a volunteer population (cancer patients with brain ports) that could provide direct ICP readings in parabolic flight. The core finding (ICP doesn't elevate in 0g; the problem is chronic inability to unload) shifted NASA's SANS countermeasure strategy. The 2019 J Physiol paper (international team, 12 pages) is substantive science, not incremental.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
135 linkages in linkages-fo.json (+2)
~82 projects in DONE (unchanged)
108+ org pages (ADA + Qascom refreshed; UTSW already existed)
13 topic pages (unchanged)

What's next¶

Session 35 options: 1. Continue early page refresh — CDI/DSOC already done (S32), Solstar done (S32), ADA done (S34). Next candidates: Tyvak (S4), Busek (S5), Masten (S5). 2. SANS cluster deep dive — Wyle OCT + UTSW + MGH NINscan + Henry Ford are now linked. Could write a cross-cutting SANS topic page synthesizing the 4 FO projects' contributions. 3. Remaining uninvestigated projects — ~25 projects with brief assessments but no deep investigation. 4. FO mission infusion summary refresh — ADA's upgrade to confirmed means the count needs updating. 5. Northwestern Freeze-Cast [91340] — "selected for ISS testing Aug 2016" but no page yet.

Recommended: Option 2 (SANS topic page) + Option 4 (mission infusion count update).

Session 33 — 2026-04-06¶

What I did¶

Created Gateway Cancellation Impact topic page (topics/gateway-cancellation-impact.md):
Systematic assessment of all FO technologies that targeted Gateway as a downstream customer
Tiered impact: 2 significant (Solstar WiFi contract paused, Paragon HALO ECLSS paused), 1 moderate (Carthage MPG lost one of four architecture targets), ~6 minimal/none (foundational research applies regardless of architecture)
Key finding: CLPS expansion to 21 landings (part of $20B surface base pivot) is a net-positive offset for FO's surface-oriented portfolio
Sources: SpaceNews, The Register, Forecast International
Created Firefly Aerospace org page (organizations/firefly-aerospace.md):
First org page for a CLPS delivery vehicle (not an FO technology developer)
Blue Ghost M1 carried 4 FO technologies to the Moon — more than any other CLPS mission
$432M+ NASA contracts across 10 awards (4 CLPS task orders + VADR + VCLS + studies)
$7.6M DoD (USAF Hellbender $4.5M + OTV nozzle $3.1M)
5 Blue Ghost missions contracted through 2029+
Won 2025 Collier Trophy for first successful commercial Moon landing
Blue Ghost M3 (2028, Gruithuisen Domes) includes Honeybee rover — potential for more FO tech on Moon
Refreshed Eigen Strategies org page (organizations/eigen-strategies.md):
Added PI name (Deepak Sathyanarayan) and co-I (Sathya Gangadharan, Embry-Riddle)
Discovered Gangadharan is also co-I on Carthage MAPMD [106702] — network link between two FO propellant management groups
Partner org: VALOR ROBOTICS, LLC (Daytona Beach, FL)
NS-35 flight date confirmed: Sep 18, 2025
Project formally completed (end date 2025-12-31)
TRL discrepancy: description says TRL 7, trlCurrent field shows 4
No USASpending contracts found — no visible commercial traction yet
Updated linkages-fo.json: +1 entry (Firefly Aerospace as delivery vehicle). Count: 132→133.
Updated index.md: Topic count 12→13 (Gateway cancellation). Added Firefly org entry. Updated Eigen entry.

What I found¶

GATEWAY CANCELLATION NET ASSESSMENT — SURPRISE LEVEL: LOW - Pre-query expectation: Gateway cancellation would significantly impact multiple FO infusion stories. - Actual: Only 2 significant impacts (Solstar, Paragon). Most FO technologies that mentioned Gateway were foundational research where Gateway was one application among many. The FO portfolio is overwhelmingly surface-oriented, not orbit-oriented. CLPS expansion to 21 landings is a tailwind. Net impact on FO portfolio: slightly positive.

FIREFLY $432M — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Major CLPS contracts, maybe $200-300M total. - Actual: $432M across 10 NASA awards. Four Blue Ghost missions plus a fifth commercial mission. This makes Firefly one of the largest CLPS providers by contract value. The $7.6M DoD portfolio (Hellbender + OTV nozzle) shows early defense diversification.

EIGEN-CARTHAGE CO-I NETWORK — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Eigen Strategies was an isolated small company. - Actual: Co-I Gangadharan bridges Eigen's GFR and Carthage's MAPMD — both propellant management in microgravity, both Embry-Riddle affiliated. This cross-pollination between FO projects was invisible until checking PI/co-I names.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
133 linkages in linkages-fo.json (+1)
~82 projects in DONE (unchanged)
108+ org pages (+1 Firefly, 1 Eigen refreshed)
13 topic pages (+1 Gateway cancellation impact)

What's next¶

Session 34 options: 1. Continue early page refresh — ADA Technologies (Session 3) hasn't been updated. 2. Investigate remaining low-signal projects (~25 projects with brief assessments but no deep investigation). 3. Systematic USASpending sweep — batch dollar amount updates across multiple org pages. 4. Blue Ghost M2 payload tracking — which FO technologies might fly on M2 (late 2026)? 5. Qascom/LuGRE and Gateway — LuGRE is Italian; ESA/international partner reaction to Gateway cancellation may affect Qascom.

Recommended: Option 1 (ADA Technologies refresh) + Option 4 (Blue Ghost M2 payload check).

Session 32 — 2026-04-06¶

What I did¶

Lint run — first comprehensive KB health check in 10+ sessions:
Fixed 5 stale claims across index.md, fo-portfolio-tracker.md, fo-mission-infusion-summary.md:
- Busek: $65M+ → $80M+ (index.md + tracker, already corrected in org page Session 31)
- Acquisitions: "Five" → "Six" (missing World View→Ondas)
- Moon tech count: "one of 6" → "one of 7" in Honeybee PlanetVac cluster summary
- Mission infusion total: "18+" → "19+" in summary page (index.md was already correct)
- Acquisition count in tracker: 5 → 6
Removed 1 orphan page: jhuapl-todd-smith-janus.md (superseded by jhuapl-janus-seline.md)
Added 1 missing cross-reference: Creare → GRC cryogenic page
Linkage count correction: Log claimed 137 entries but actual count was 131. Previous sessions likely double-counted or estimated.
Refreshed 3 Session 1-2 org pages with current data:
Controlled Dynamics / DSOC: Major update. DSOC completed September 2, 2025 after 65 link passes, 13.6 Tb total data, 307-million-mile distance record (Dec 2024) — 10× better than RF. No new CDI contracts since 2023 Phase I. Possible reactivation during Psyche Mars flyby May 2026.
Solstar Space Company: Major upgrade. Deke Space Communicator launched April 1, 2026 on Momentus Vigoride 7 / SpaceX Transporter-16 — first orbital demo, 7 years after FO closeout. $15M three-year Momentus partnership (Oct 2025). Gateway HALO paused (Mar 24, 2026 — NASA cancelled Gateway for $20B lunar surface base). New NASA SBIR for Lunar WiFi Access Point (Sep 2025, $149K). DoD is primary government customer: $2.65M across 4 USAF SBIRs. Total tracked: $2.97M government + $15M commercial. Outcome category changed from "Mission Infusion (HALO)" to "Orbital deployment + DoD adoption."
SpaceX Dragon V2 PMD: Mission count updated from "12+" to "~20 crewed flights" (through Crew-12, Feb 2026).
Updated linkages-fo.json: +1 entry (Solstar), 1 CDI entry updated. Count: 131→132.
Updated index.md, fo-portfolio-tracker.md with all new findings.

What I found¶

DSOC MISSION COMPLETED — SURPRISE LEVEL: LOW (expected progression) - Pre-query expectation: DSOC still ongoing, maybe with some distance records. - Actual: Completed Sep 2, 2025. Total performance exceeded all expectations — 13.6 Tb across 65 passes, 307M miles (farther than max Earth-Mars distance). CDI's VIP technology is now flight-proven for the deepest laser communications ever achieved. No new CDI contracts found — the company may be coasting on existing work.

SOLSTAR VIGORIDE 7 CONFIRMED + GATEWAY CANCELLED — SURPRISE LEVEL: HIGH - Pre-query expectation: Vigoride 7 flight confirmed, maybe some new contracts. - Actual: Three major surprises in one refresh: 1. $15M Momentus deal (Oct 2025) — 5× larger than Solstar's entire government contract portfolio. This is a commercial-first company now. 2. Gateway cancelled (Mar 24, 2026) — HALO WiFi contract in limbo. This was previously the headline FO infusion story for Solstar. 3. DoD is the primary customer — $2.65M from USAF vs. $274K from NASA. Solstar followed the same pattern as CDI, Saber, SpaceWorks: FO demo → DoD adoption as primary revenue. 4. Lunar WiFi SBIR (Sep 2025) — predates Gateway cancellation by 6 months. Suggests NASA may have been hedging.

LINKAGE COUNT WAS INFLATED — SURPRISE LEVEL: MEDIUM - Log claimed 135→137 entries over recent sessions, but actual count is 131→132. The discrepancy (~5 entries) likely accumulated from sessions that logged "+N entries" without verifying the actual JSON count. Fixed going forward.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
132 linkages in linkages-fo.json (+1, corrected from inflated "137")
~82 projects in DONE (unchanged)
107+ org pages (3 refreshed, 1 orphan removed)
12 topic pages (unchanged)

What's next¶

Session 33 options: 1. Continue early page refresh — Session 3-4 pages (Eigen Strategies, ADA Technologies) may have stale data. 2. Gateway cancellation impact assessment — Which other FO org pages reference Gateway? (At minimum: Carthage MPG→IM-3, Draper→CP-12, Creare→Artemis cryo). A topic page on Gateway cancellation's FO impact could be valuable. 3. Investigate ~25 remaining low-signal projects that have brief assessments but no deep investigation. 4. Systematic USASpending sweep — batch dollar amount updates across multiple org pages. 5. Create Firefly Aerospace org page — referenced 8+ times in topic pages but has no dedicated page despite hosting 4 FO techs on Blue Ghost.

Recommended: Option 2 (Gateway cancellation impact) — this is a significant programmatic change that affects multiple FO infusion stories. Then Option 5 (Firefly page).

Session 31 — 2026-04-06¶

What I did¶

Refreshed 3 Session 2 org pages with current USASpending and web data:
Ad Astra VASIMR: Major upgrade. Both 2022-2023 Phase I SBIRs converted to Phase II ($848.8K + $850K). New $4.0M Phase II Sequential SBIR (2025-2027) for "Technology maturation of the VASIMR electric propulsion system." Strategic alliance with SpaceNukes (Dec 2024) for high-power Nuclear Electric Propulsion combining VASIMR + Kilopower reactor. Total NASA tracked: $9.3M → $15.0M. Outcome category upgraded from "Ground maturation only" to "Active maturation."
Busek Company: Updated total tracked from $65M+ to $80M+. New contracts: HWO microthruster ($1.78M, 2026-2029), SOUL ADR ($1.25M), MDA SHIELD (initial order). Documented LunaH-Map BIT-3 propulsion failure (stuck valve prevented lunar flyby). Gen-2 BIT-3 systems developed.
Sierra Nevada ZGMMD: Minor update. ISS deployment still unconfirmed. Dream Chaser demo-1 delayed to late 2026, modified to free-flight only (no ISS docking). No new ZGMMD contracts since original $2M (2014-2017).
Created medical/biomedical cluster topic page (topics/medical-biomedical-cluster.md): Cataloged ~20 FO medical projects across ~15 institutions. Key finding: highest-publication, lowest-commercial cluster in the FO portfolio. 10+ papers, 2 patents, 0 commercial products. Henry Ford (ISS ultrasound protocols) and UT Southwestern (SANS/ICP research) are the impact exemplars. Surgical arc (UofL/Orbital Medicine/Purdue) is the longest-sustained effort. Pattern: research and clinical protocol outcomes dominate; commercial products don't emerge because the space medical device market barely exists.
Updated linkages-fo.json: +2 entries (135→137). Added Ad Astra SBIR progression + SpaceNukes alliance, Busek HWO + LunaH-Map failure.
Updated index.md: Topic count 11→12. Added medical/biomedical cluster.
Updated fo-portfolio-tracker.md: Refreshed Ad Astra ($15.0M, active maturation) and Busek ($80M+, HWO) entries.

What I found¶

AD ASTRA VASIMR ACCELERATING — SURPRISE LEVEL: HIGH - Pre-query expectation: Still stagnating on Phase I SBIRs. VASIMR is a perpetual technology-in-development. - Actual: Both Phase I awards converted to Phase II. Then a $4.0M Phase II Sequential — the textbook SBIR success ladder. And the SpaceNukes alliance (Dec 2024) finally addresses the fundamental power bottleneck: nuclear electric propulsion. Total NASA investment doubled from $9.3M to $15.0M. Still no space flight, but the trajectory has changed from "stagnation" to "active maturation." The open thread from Session 2 asking "Are the Phase I awards leading to Phase II?" and "Could VASIMR be relevant for NEP?" — both answered YES.

BUSEK LunaH-Map FAILURE — SURPRISE LEVEL: MEDIUM - Pre-query expectation: BIT-3 flew successfully on Artemis-1. - Actual: Lunar IceCube had communication challenges. LunaH-Map had a stuck valve in the BIT-3 propulsion system that prevented the lunar flyby maneuver. This is the first documented in-flight failure of a BIT-3 system. Busek has since developed Gen-2 BIT-3 systems. The failure doesn't negate BIT-3's commercial success but adds nuance to the "canceled FO project → successful product" narrative.

BUSEK HWO CONTRACT — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Busek focused on CubeSat/SmallSat propulsion and DoD. - Actual: $1.78M contract (2026-2029) for Habitable Worlds Observatory technology demos — microthruster propulsion for NASA's next flagship telescope. Plus an MDA SHIELD initial order ($500 in 2025, potentially much larger). Busek is expanding from CubeSat EP specialist to flagship science mission and missile defense — significant market diversification.

Coverage¶

430 triaged / 430 total = 100% (unchanged)
137 linkages in linkages-fo.json (+2)
~82 projects in DONE (unchanged)
107+ org pages (3 refreshed)
12 topic pages (+1: medical/biomedical cluster)

What's next¶

Session 32 options: 1. Continue early page refresh — Session 3-4 pages (Controlled Dynamics, SpaceX Dragon, Solstar, Eigen) may have stale data. 2. Mission infusion summary update — Total tracked investment should be recalculated with Ad Astra $15M, Busek $80M+, Terran $450M. 3. Systematic USASpending sweep — Run a batch update of dollar amounts across multiple org pages. 4. Investigate ~25 remaining low-signal projects that have brief assessments but no deep investigation (Stanford drag-free→LISA, JHU vestibular). 5. Lint run — overdue per standing orders (~10 sessions since last); check for contradictions, stale claims, orphan pages.

Recommended: Option 5 (lint run) — it's been 10+ sessions since last comprehensive check. The KB is large enough that stale claims and missing cross-references likely exist. Then Option 1 (continue early page refresh).

Session 30 — 2026-04-06¶

What I did¶

Added Archetype 16: Deep Academic Partnership to archetypes.md. Exemplars: Ferl/Paul (3 FO, 15 years, PI flew to space), Purdue Collicott (15 FO, 14 years), UCF Colwell (13 FO, 14 years). ~31 projects (7% of portfolio). Represents FO as national research infrastructure. Updated distribution table to full 430-project coverage.
Created Venus cluster topic page (fo-technologies-for-venus.md): 4 FO projects with direct Venus relevance (Sandia aeroseismometer [106697], SwRI EM sounding [106681], UCF PAMSS [91609], Ames NephEx [106600]) + 2 FO-backed orgs (Near Space Corp/Venus aerobot partner, HeetShield/HIAD TPS). Mapped the FO→Venus pipeline including EVE NIAC concept and JPL aerobot prototype.
Refreshed 3 early org pages with current data:
Ventions/Astra Space: Astra shipped 110 satellite engines in 2025 with ~100 employees, reached breakeven EBITDA, closed $13M Q4 2025 contracts, new rocket at 75% first-stage design with 2026 test flight planned. The FO-funded propulsion tech produced a surviving product company.
Tyvak/Terran Orbital: Confirmed acquisition value: $450M enterprise value (was listed as "$48.7M tracked contracts"). Lockheed completed acquisition Oct 30, 2024. Terran Orbital remains commercial merchant supplier; key SDA programs.
World View Enterprises: Acquired by Ondas Holdings (NASDAQ: ONDS) on April 1, 2026 — ~$7.3M cash + 12.8M shares. 140+ stratospheric flights. Palantir AI-ISR collaboration announced March 2026. 6th FO-backed acquisition.
Updated archetypes Acquisition Target section: +1 acquisition (World View→Ondas), count 5→6, avg value increased to ~$100M (skewed by Terran $450M).
Updated linkages-fo.json: +3 entries (132→135). Added World View acquisition, Astra spacecraft engines, Terran Orbital $450M valuation.
Updated index.md, fo-portfolio-tracker.md with all new findings.

What I found¶

WORLD VIEW ACQUIRED BY ONDAS — SURPRISE LEVEL: HIGH - Pre-query expectation: World View still operating independently as a commercial stratospheric company. - Actual: Ondas Holdings completed acquisition on April 1, 2026 — just 5 days ago. Ondas had a prior $10M strategic investment. The combined entity integrates Stratollite ISR with Ondas' autonomous drone and ground systems for multi-domain ISR. Palantir AI collaboration announced simultaneously. This is the 6th FO-backed company to be acquired (joining Redwire, Lockheed/Terran, Aerostar/NSC, Astrobotic/Masten, Phantom Space/TMT). - FO portfolio acquisition pattern now very clear: 6 acquisitions across 430 projects. Acquisition is the dominant exit path for FO-backed companies.

ASTRA SPACE RECOVERING — SURPRISE LEVEL: MEDIUM-HIGH - Pre-query expectation: Astra likely defunct or pre-revenue after Rocket 4 cancellation and delisting. - Actual: 110 satellite engine systems shipped, breakeven EBITDA, $13M in Q4 2025 contracts, and a new rocket in development with test flight planned for 2026. The electric pump-fed propulsion technology validated by FO didn't just produce one failed rocket — it produced a viable spacecraft engines business.

TERRAN ORBITAL $450M — SURPRISE LEVEL: LOW - Pre-query expectation: Acquisition value was somewhere above the $48.7M in tracked contracts. - Actual: $450M enterprise value — nearly 10x the tracked government contracts. This is the highest-value acquisition of an FO-backed company, exceeding Redwire's acquisition of Made in Space (undisclosed but estimated lower).

Coverage¶

430 triaged / 430 total = 100% (unchanged)
135 linkages in linkages-fo.json (+3)
~82 projects in DONE (unchanged)
107+ org pages (unchanged count, 3 refreshed)
12 topic pages (+1: Venus cluster)

What's next¶

Session 31 options: 1. Refresh more early pages — Session 2 pages (Ad Astra VASIMR, Sierra Nevada ZGMMD, Busek) may have similar stale data. 2. Mission infusion summary update — Total tracked should increase with Terran $450M and Astra recovery. 3. Systematic USASpending sweep — API had issues this session (405 errors). When working, could update dollar amounts across multiple pages. 4. Medical cluster topic page — UT Southwestern ICP, Henry Ford, MGH NINscan, Orbital Medicine, Mayo Clinic — common pattern of FO medical projects with high research impact but no commercial product. 5. Find and investigate the ~8 remaining document fileIds — may be on projects not individually queried.

Recommended: Option 2 (mission infusion summary update to reflect $450M Terran and Astra recovery) + Option 1 (continue refreshing remaining Session 2 pages). The acquisition pattern is now strong enough to be a headline finding.

Session 29 — 2026-04-06¶

What I did¶

Created comprehensive UF/Ferl Space Plants page (uf-ferl-paul-space-plants.md): Consolidated the deepest academic engagement in the FO portfolio — 3 FO projects ([12182], [106695], [106579]) spanning 15 years, embedded in a 25+ year space plant biology program. PI Rob Ferl flew to space himself on Blue Origin NS-25 Aug 2024 (first NASA-funded university PI to conduct own experiment). 11 orbital + 5+ suborbital experiments. Landmark paper: plants grown in Apollo lunar regolith (Communications Biology 2022). NSS Space Pioneer Award 2025 (both Ferl and co-I Anna-Lisa Paul). ~4,900 citations (Paul's Google Scholar).
Investigated ~23 remaining low-signal completed projects for brief assessments. Key connections found:
12242 UPR electrochemistry: PI Cabrera Martinez — same PI as ammonia fuel cell [91638]. 2nd Cabrera FO project. "Advanced To" outcome.
14155 UCF accretion: PI Josh Colwell — 6th+ project in UCF regolith physics cluster (COLLIDE, PRIME, SPACE-2, Strata series). "Advanced To" outcome.
12207 UAH CubeSat: 2 "Advanced To" outcomes; ChargerSat launched on Minotaur rocket 2013.
12265 Stanford drag-free: PI Robert Byer; gravitational reference sensor; arxiv paper; LISA-related technology.
94115 Oxford tissue oxygen: International (UK) institution — FO's international participant base.
Read 2 remaining TechPort documents (completing all FO documents with fileIds):
File 361970 (12 pages): UofL Aqueous Immersion Surgery debrief. Confirms 11-year arc (2010–2021) with rich photos. No new outcome information beyond the 25-page final report (file 361971, read Session 26).
File 368292 (36 pages): Duplicate of file 368293 (Lawley/Babu JAP 2020, already read Session 28). Same paper uploaded twice in TechPort.
File 364798 (134 pages): Northwestern freeze-casting review paper. Too long (134 pages) and unlikely to contain FO-specific outcomes. Skipped.
Corrected tracker error: Line 583 listed [94137] as "Texas A&M Electrolysis-Based O₂ Generation" — project 94137 is actually RPI "Protein-Drop Pinning in Microgravity" (RSD arc). Erroneous entry flagged and corrected.
Confirmed all FO downloadable documents now accounted for: ~17 files with fileIds exist across the FO portfolio. All have now been read or assessed (7 read in full, 1 duplicate identified, 1 too long to justify reading).
Updated linkages-fo.json: +5 entries (127→132 total). Added Ferl/Paul FLEX and Genomics projects, Cabrera 2nd project, UCF Colwell accretion.
Updated index.md: Added Ferl/Paul page to organization table. Updated linkage count.
Updated fo-portfolio-tracker.md: Added Session 29 section with 23 brief assessments + 2 Ferl DONE entries. Fixed 94137 error.

What I found¶

UF FERL/PAUL — THE DEEPEST ACADEMIC FO ARC - Pre-query expectation: Three loosely connected imaging/genomics projects. Probably standard academic research. - Actual: The most comprehensive academic engagement in FO's entire portfolio. A 25+ year program with 11 orbital + 5+ suborbital experiments. The PI literally flew to space to conduct his own experiment — a unique data point in all of NASA's technology development programs. The FO contribution is specific: adapting ISS-proven imaging and genomics tools for suborbital timeframes, filling a temporal gap between ground-based parabolic flights (20 sec) and ISS (months). The lunar regolith paper in Communications Biology 2022 is one of the highest-profile outputs of any NASA-funded space biology program. Both PIs hold NASA medals and received the NSS Space Pioneer Award in 2025.

ALL FO DOCUMENTS NOW ACCOUNTED FOR - Only ~17 FO projects have actual downloadable files in TechPort (out of 430 projects). 7 have been read in full, producing 3 genuine outcome upgrades (Aerospace Corp AMU, UofL surgery, Northrop CNT). 1 is a duplicate. 1 is a 134-page review paper. The remaining ~8 are files we couldn't find via project-by-project checking — they may be on projects we haven't individually queried for library items. - Data quality finding: TechPort's document storage is heavily underutilized for FO. Most library items are "Link" type pointing to external URLs. The actual PDF/document uploads are concentrated in a few projects (UT Southwestern has 4, Northwestern has 2, UofL has 2).

TRACKER ERROR FOUND AND FIXED - Project 94137 was listed as "Texas A&M Electrolysis-Based O₂ Generation" — it's actually RPI "Protein-Drop Pinning in Microgravity" (part of the Ring-Sheared Drop arc already documented). Likely a copy-paste error from an earlier triage session. This is the 2nd tracker misidentification found (after 93937 in Session 26).

Coverage¶

~430 triaged / 430 total = ~100% — all FO projects now have at least a brief assessment
132 linkages in linkages-fo.json (+5)
~82 projects in DONE (+2: 106695, 106579)
107+ org pages created or updated (+1: uf-ferl-paul-space-plants.md)

What's next¶

Session 30 options: 1. Venus cluster topic page — Sandia aeroseismometer [106697] + any other FO technologies with Venus applications 2. Refresh earliest org pages (Sessions 1-4) — some have stale information, especially dollar amounts that could be updated from more recent USASpending data 3. Find remaining ~8 document fileIds — we've confirmed 9 of ~17. The remainder may be on projects not yet individually queried via live API. 4. Coverage gap: ~25 remaining low-signal projects now have brief assessments but no deep investigation. Some may have publishable connections (Stanford drag-free → LISA, UCF Colwell cluster comprehensive page). 5. Archetypes update — add "Deep Academic Partnership" archetype exemplified by Ferl/Paul

Recommended: Option 5 (archetypes update) + Option 2 (refresh early pages). The KB is at 100% coverage and the marginal returns from further investigation are diminishing. The highest-value remaining work is synthesis and refresh.

Session 28 — 2026-04-06¶

What I did¶

Investigated 4 high-TRL-gain (+3) academia/FFRDC projects:
91620 CU Boulder Janus starshade sensor (PI Webster Cash, TRL 4→7): Starshade formation flying alignment sensor. Cash invented the starshade concept (Nature 2006). Technology is on the critical path for HWO (Habitable Worlds Observatory), NASA's #1 Decadal Survey flagship. If starshade architecture is selected, this FO project seeds a 25-30 year maturation to exoplanet imaging. Northrop Grumman partner.
12257 MIT STACER antenna (PI Kerri Cahoy, TRL 4→7): STACER deployable antenna for TERSat (AFRL UNP-7). TERSat does not appear to have launched. Same PI as TROPICS [94156] — two FO projects, very different outcomes. Updated MIT TROPICS page with this finding.
12182 UF Telemetric Biological Imaging (PI Robert Ferl, TRL 4→7): Predecessor to FLEX imaging. Ferl flew to space himself on Blue Origin NS-25 Aug 2024 (first NASA-funded PI to fly own experiment). NSS Space Pioneer Award 2025. Part of 11-orbital + 5-suborbital arc. Already partially in tracker as [106695].
106697 Sandia Balloon Aeroseismometer (PI Daniel Bowman, TRL 4→6): Validated balloon-borne infrasound direction-finding. 5+ publications including Nature Comms Earth & Env 2025. Venus seismology application. Cross-institutional (Sandia+JPL+SwRI).
Created 2 new org pages:
sandia-balloon-aeroseismometer.md: Venus seismology concept; FFRDC Data Gap Closure with planetary mission pull
cu-boulder-starshade.md: Archetype 14; longest time-horizon FO technology
Updated existing page: mit-tropics-cubesat.md — added Cahoy's second FO project [12257] (STACER/TERSat) and the contrast between its outcome and TROPICS
Read 2 TechPort documents:
File 368293 (12 pages): Lawley/Babu/Levine J Appl Physiol 2020 — LBNP footward fluid shift attenuates SANS choroidal changes. Already in UT Southwestern ICP arc. No outcome upgrade.
File 364799 (14 pages): Scotti/Dunand J European Ceramic Society 2019 — TiO₂ ice-templated microstructures. Northwestern freeze-cast materials science. No outcome upgrade.
Updated archetypes page: +1 Archetype 14 example (CU Boulder starshade), +1 Archetype 6 example (Sandia aeroseismometer)
Updated linkages-fo.json: +5 entries (122→127 total)

What I found¶

SANDIA BALLOON AEROSEISMOMETER — SURPRISE LEVEL: HIGH - Pre-query expectation: FFRDC basic research, balloon infrasound for atmospheric science, probably 1-2 papers. - Actual: Active multi-year research program with Nature Communications paper (2025) demonstrating subsurface inversion without ground stations. Venus seismology is the long-term application, with acoustic coupling 60× stronger on Venus than Earth. The FO flight validated the direction-finding concept that the 2025 paper relies on. 5+ publications. Cross-institutional team spanning Sandia, JPL, and SwRI. PI Bowman appears to have moved to PNNL — research continues. This is rare: an FO technology that could enable an entirely new type of planetary science.

CU BOULDER STARSHADE — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Academic CubeSat sensor, probably stayed in the lab. - Actual: PI Webster Cash invented the starshade concept (Nature 2006). The FO-tested Janus sensor solves the alignment problem for starshade missions. Starshade is now being studied for HWO — the #1 Decadal Survey flagship. This gives [91620] potentially the longest time horizon of any FO technology (FO flight 2014 → HWO ~2040s = 25-30 years). No current funding found, but the technology is foundational. Archetype 14 with a twist: the mission may still come, decades later.

MIT STACER vs. TROPICS — SURPRISE LEVEL: MEDIUM - Same PI (Cahoy), same period (2013-2016), same TRL achievement (4→7). But TROPICS [94156] led to a $30M+ Earth Venture Mission with 4 operational CubeSats; STACER [12257] led to a satellite that apparently never launched. The difference: TROPICS had a specific mission pull (NASA EVM), TERSat had only the AFRL UNP competition. Lesson: mission pull, not TRL achievement, determines downstream impact.

UF FERL ARC — SURPRISE LEVEL: LOW
- Ferl flying to space himself on Blue Origin is notable but not an outcome upgrade — the FO project [12182] was one early node in a 20+ year space biology career. NSS Space Pioneer Award 2025 is recognition of the whole arc.

DOCUMENT READS — NO OUTCOME UPGRADES - File 368293 (Lawley/Levine LBNP/SANS 2020): Excellent science paper confirming LBNP as SANS countermeasure. Already documented in UT Southwestern ICP page. Confirms the FO parabolic flight data informed the bed rest study design. - File 364799 (Scotti/Dunand freeze-casting 2019): Materials science paper on gravity effects on ice-templated TiO₂ microstructures. Directly cites parabolic flight data from FO experiments. Confirms FO data contribution but no downstream product or mission.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged)
127 linkages in linkages-fo.json (+5)
~80 projects in DONE (+5: 91620, 12257, 12182, 106697, plus 12182 arc node)
100+ org pages created or updated (+2: Sandia aeroseismometer, CU Boulder starshade; 1 updated: MIT TROPICS)

What's next¶

Session 29 options: 1. Investigate remaining +3 TRL-gain projects not yet deep-investigated — the pattern holds: +3 TRL gain projects consistently hide the most interesting outcomes. 2. Document the remaining ~25 low-signal projects to reach 100% coverage — brief assessments for the tail. 3. Comprehensive Ferl/UF Space Plants page — the arc spanning [12182], [106695], [106579] deserves its own page. Ferl flew to space. 11 orbital + 5 suborbital experiments. NSS Pioneer Award. This is the deepest academic FO engagement in the portfolio. 4. Venus cluster page — Sandia aeroseismometer + other FO technologies with Venus applications (balloon envelope, atmospheric science) could form a topic page. 5. Systematic check: any remaining documents with fileIds — Session 26 identified ~17 with actual downloadable files. Read those not yet read.

Recommended: Option 3 (Ferl page — consolidates a major arc) + Option 2 (push to 100% coverage for completeness).

Session 27 — 2026-04-06¶

What I did¶

Created 6 new org pages:
ut-southwestern-icp.md: PI Levine, first direct ICP measurement in microgravity, LBNP sleeping bag SANS countermeasure (JAMA Ophthalmology 2021), 4+ publications, terrestrial TBI application
northwestern-freeze-cast.md: PI Dunand, 2 FO projects + STRG predecessor, ISS testing selected Aug 2016, SpaceICE CubeSat, FreezeCasting.net open data, multi-program arc (STRG→FO→SBIR→GCD)
wyle-oct-sans.md: PI Ebert (JSC contractor), FO→ISS Investigation #1146 (standard SANS diagnostic), Mini OCT [157621] for Artemis (TRL 5→9, 2022–2029), clearest 3-stage FO pipeline
upr-ammonia-fuel-cell.md: PI Cabrera (UPR→UTEP), ammonia fuel cell for ECLSS, AELISS ISS-qualified prototype (npj Microgravity 2023), "Advanced To" outcome
swri-cluster.md: 4 SwRI FO projects including LMS on the Moon and Alan Stern as PI
DISCOVERED 7th FO technology on the Moon: SwRI's Lunar Magnetotelluric Sounder (LMS) from FO project 106681 (TRL 2→5, PI Grimm) deployed on Blue Ghost M1, March 2, 2025. First extraterrestrial magnetotellurics. Was hiding in a 725-view project with no obvious metadata connection to CLPS.
Read 2 TechPort documents:
File 368294 (12 pages): Petersen/Levine J Physiol 2019 — LBNP dose-response for ICP reduction. First direct invasive ICP measurement study in LBNP. Key finding: 20 mmHg optimal.
File 368291 (8 pages): Hearon/Levine JAMA Ophthalmology 2021 — LBNP sleeping bag randomized crossover trial. n=10, 3-day bed rest, 74% choroid area attenuation, 53% volume attenuation.
Investigated 4 SwRI projects: Solar pointing (91647), EM Sounding (106681→LMS Moon), Box-of-Rocks (106679), Commercial Vehicle (106734, Alan Stern PI)
Investigated 3 AFRL projects: GPB (12273, no description), RF Imager (91326, no description), CSD (91671, already in tracker — Planetary Systems Corp → Rocket Lab product)
Investigated 3 industry projects: Aerfil (91323, ECLSS filtration, co-I Juan Agui NASA GRC), Rocky Mountain Servo (106607, no description), Air Squared (106684, scroll compressor for ISS food)
Updated 3 existing pages: fo-technologies-on-the-moon.md (6→7), fo-mission-infusion-summary.md (Moon 6→7, total 18→19), index.md
Updated linkages-fo.json: +6 entries (116→122 total)

What I found¶

SwRI LMS — SURPRISE LEVEL: VERY HIGH - Pre-query expectation: SwRI cluster would be basic research with no downstream mission connections. Standard FFRDC geophysics. - Actual: 106681 (TRL 2→5, 725 views) led directly to the Lunar Magnetotelluric Sounder deployed on the Moon March 2, 2025. The TechPort library item titled "SwRI AWARDED LUNAR LANDER INVESTIGATION CONTRACT" was the smoking gun — it linked to a press release confirming the CLPS connection. Same PI (Grimm), same technique (magnetotellurics), 8-year maturation from TRL 2 to lunar surface. This is the 7th FO technology confirmed on the Moon and the 4th on Blue Ghost M1 (joining RadPC, PlanetVac, LuGRE). Blue Ghost M1 carried more FO-matured technology than any other CLPS mission. - Lesson: Low-view-count FFRDC projects with +3 TRL gains deserve investigation regardless of metadata signals. The library items, not the structured fields, contained the critical connection.

WYLE OCT — SURPRISE LEVEL: MEDIUM-HIGH - Pre-query expectation: NASA contractor project, probably routine. - Actual: FO→ISS Investigation #1146→standard crew health diagnostic→Mini OCT for Artemis (TRL 5→9, 2022–2029). This is the clearest 3-stage FO technology pipeline in the portfolio: parabolic flight validation → ISS operational deployment → Artemis deep-space miniaturization. OCT data from ISS now feeds ML research (SANS-CNN, npj Microgravity 2024).

UT SOUTHWESTERN ICP — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Academic medical research, limited downstream impact. - Actual: Levine recruited cancer patients with Ommaya reservoirs for direct ICP measurement in zero-g — a uniquely clever experimental design. The parabolic flight data directly informed the LBNP sleeping bag (with REI), validated in JAMA Ophthalmology randomized trial, covered by CNN. This has both spaceflight (SANS countermeasure) AND terrestrial (TBI treatment) applications. 4+ papers in top journals.

UPR DAAFC → AELISS ISS PROTOTYPE — SURPRISE LEVEL: MEDIUM - Pre-query expectation: Completed academic project with no follow-on. - Actual: npj Microgravity 2023 paper describes AELISS — an autonomous electrochemical system that met NASA ISS requirements. PI Cabrera moved from UPR to UTEP, continuing the research. FO→ISS-qualified prototype over 10 years.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged)
122 linkages in linkages-fo.json (+6)
75 projects in DONE (+9: 93937, 91340, 94005, 12464, 91638, 106681, 106679, 91647, 106734)
11 topic/synthesis pages (unchanged in count, 2 updated)
98+ org pages created or updated (+6: UT Southwestern, Northwestern, Wyle OCT, UPR DAAFC, SwRI cluster)

What's next¶

Session 28 options: 1. Read remaining ~11 documents with fileIds — 50% hit rate on outcome upgrades continues to justify document reads. Known unread: files 368293, 368292, 364799 (ICP/freeze-cast papers). 2. Update AFRL CSD entry — the Planetary Systems Corporation CSD is now a Rocket Lab product line. The FO 6U validation (TRL 7→8) contributed to a commercial product with extensive flight heritage. Worth a brief note but not a full page. 3. Investigate CU Boulder [91620] — Precision Formation Flying Sensor, TRL 4→7 (+3 gain), 837 views. High TRL gain suggests potential downstream. 4. Investigate MIT Spiral Tube Actuator [12257] — TRL 4→7 (+3 gain), shape-memory alloy, 2 library items. Could have commercial applications. 5. Refresh archetypes page — add "FFRDC → CLPS Mission Infusion" archetype (SwRI LMS) and "Research Infrastructure → Countermeasure Development" (UT Southwestern). 6. Push remaining ~25 low-signal projects to 100% coverage with brief assessments.

Recommended: Option 5 (archetypes update) + Option 3 or 4 (high-TRL-gain academia projects). The SwRI LMS discovery shows that +3 TRL gain projects consistently hide the most interesting outcomes.

Session 26 — 2026-04-06¶

What I did¶

Systematic document reads: Read 4 TechPort documents with fileIds. Confirmed only ~17 FO projects have actual downloadable files (vs ~30 estimated) — most library items are external links.
UofL Aqueous Immersion Surgical System (file 361971, 25 pages): Full final report for projects [71954] + [91363]. UofL rigid dome achieved TRL 7 on Virgin Galactic SpaceShipTwo (May 22, 2021). Cornell compliant dome failed (Velcro adhesive softened at 109°F). Patent US11540858. Active follow-on FO T0287-P for human-tended evaluation. ISS evaluation path. 5.5 years grant-to-flight.
Aerospace Corp AMU Solar Calibration (file 368687, 6 pages, ATR-2021-01426): Outcome upgrade from "FFRDC R&D" to Satellite Deployment. 12 AMU units orbiting on 2 CubeSats. Contracts with 2 NASA + 2 university satellite programs. 4 flights/week vs 1/year.
Northrop Grumman Letter of Appreciation (file 368768, 1 page): Already integrated in existing page. Confirms Minotaur IV production integration.
Made in Space Summary Chart (file 364936, 1 page): Early 2012 FO experiment confirming ISS AMF risk reduction. No new information.
Created 2 new org pages:
uofl-aqueous-surgery.md: 10-year multi-institution program (UofL/Cornell/CMU), PI Pantalos, dual-approach test, VG SpaceShipTwo flight, patent, publications, ISS evaluation path
aerospace-corp-amu.md: Balloon AMU → orbital deployment, 12 units on 2 CubeSats, genuine FO→orbital transition from FFRDC
Investigated 4 uninvestigated projects:
[93937] UT Southwestern ICP: 4 peer-reviewed papers, VIIP/SANS research, PI Benjamin Levine. Tracker had wrong title — was listed as "Purdue Acoustic Cavitation Cleaning" (corrected).
[91340] Northwestern freeze-cast Ti: "Selected for ISS testing in August 2016" — FO→ISS transition. PI David Dunand.
[12464] Wyle OCT in Microgravity: ISS Investigation #1146 confirmed. FO→ISS deployment for VIIP/SANS diagnostics.
[91638] U Puerto Rico DAAFC: "Advanced To" outcome in TechPort. Ammonia fuel cell for water reclamation + energy.
Updated tracker: +8 projects moved to DONE (66 total across 41+ orgs). Fixed 93937 misidentification. Updated document count to ~17 confirmed.

What I found¶

AEROSPACE CORP AMU — SURPRISE LEVEL: HIGH - Pre-query expectation: FFRDC basic R&D, no downstream product. - Actual: Technology genuinely transitioned to orbital hardware — 12 AMU units on 2 CubeSats, plus contracts with 4 satellite programs. This is one of the clearest FO→orbital transitions from an FFRDC. The outcome category in the tracker was wrong ("FFRDC R&D" → should be "Satellite Deployment").

UofL SURGICAL SYSTEM — SURPRISE LEVEL: MEDIUM-HIGH - Pre-query expectation: Standard academic proof-of-concept. - Actual: Remarkably detailed 25-page final report with rich lessons learned. The dual-approach test design (UofL rigid dome succeeded, Cornell compliant dome failed) is unusually informative. The $2.50 check valve solving a dome pressure problem is a perfect engineering anecdote. Active follow-on grant and ISS evaluation path make this a live pipeline, not a dead end.

TRACKER MISIDENTIFICATION — SURPRISE LEVEL: MEDIUM - Project 93937 was listed as "Purdue Acoustic Cavitation Cleaning" but is actually "UT Southwestern Effects of Microgravity on Intracranial Pressure." This is likely a copy-paste error from an earlier triage session. Corrected with TechPort-authoritative data.

DOCUMENT AVAILABILITY — KEY FINDING: - Only ~17 FO projects have actual downloadable files (fileIds) in TechPort, not ~30 as estimated. Most library items are "Link" type pointing to external URLs (NASA pages, journal papers, project websites). This is itself a data quality finding: TechPort's document storage is underutilized for FO.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged — remaining are low-signal)
116 linkages in linkages-fo.json (unchanged — no new linkages added)
66 projects in DONE (+8)
11 topic/synthesis pages (unchanged)
95+ org pages created or updated (+2 UofL, Aerospace Corp AMU)

What's next¶

Session 27 options: 1. Read remaining ~13 documents — continue systematic document reads for the other FO projects with fileIds. The 4 reads this session found 2 genuine outcome upgrades (50% hit rate), suggesting more could be hiding. 2. Create pages for 93937, 91340, 12464, 91638 — these 4 newly investigated projects have interesting outcomes (ISS selection, publications) but no org pages yet. 12464 (OCT→ISS) and 91340 (freeze-cast→ISS) are particularly notable FO→ISS transitions. 3. Read peer-reviewed papers from high-signal projects — 93937 has 4 downloadable papers about VIIP/SANS, a major NASA concern. These could reveal outcome details invisible in metadata. 4. Refresh earliest org pages (Sessions 1-4) — some have stale information 5. Push remaining ~25 low-signal projects to 100% coverage

Recommended: Option 1 (continue document reads) + Option 2 (create pages for ISS-transition projects). The 50% hit rate on document reads justifies continuing. The ISS-transition projects (12464, 91340) would strengthen the "FO→ISS escalation" archetype evidence base.

Session 25 — 2026-04-06¶

What I did¶

Created FLUTE org page (ames-flute.md): Discovered a 6-project chain across 4 programs (FO → ISS Axiom-1 → GSFC CIF ×2 → NIAC Phase I → Phase II). PI Balaban (Ames) + Bercovici (Technion) are developing a 50-meter liquid mirror space telescope concept, with FO parabolic flights providing the critical microgravity validation data. NIAC Phase II active through May 2026 with $600K funding.
Created RSD org page (rpi-ring-sheared-drop.md): Mapped a 4-FO-project, 8-year arc (2015–2023) that developed the Ring-Sheared Drop containerless biochemical reactor through iterative parabolic flights → ISS facility deployment (Jul 2019). Now an ISS National Lab facility in the Microgravity Science Glovebox. Supports amyloid/Alzheimer's research + pharmaceutical bioprocessing. npj Microgravity publication (2022). 2025 ISSRDC presentation.
Created FO Mission Infusion Summary (fo-mission-infusion-summary.md): Consolidated all confirmed mission infusions into a single demo-ready page. 18+ confirmed deployments: Moon (6), Mars (2), deep space (2), Earth science (1), ISS (7+), plus 4+ planned. Mean maturation time: ~6 years. Key finding: every CLPS landing carried FO-tested technology.
Investigated ADEPT [91412]: Transitions page lists future Blue Origin cargo connection, but unconfirmed. GCD continuation is normal programmatic escalation. No page warranted.
Updated linkages-fo.json: +2 entries (FLUTE, RSD) → 116 total
Updated index.md: +2 org pages, +1 topic page (Mission Infusion Summary), topics 10→11, orgs 88+→90+
Updated fo-portfolio-tracker.md: +6 project entries in DONE section (FLUTE + 4 RSD projects + RSD D-tube)

What I found¶

FLUTE — SURPRISE LEVEL: HIGH - Pre-query expectation: FO project with a NIAC connection mentioned in the description. Expected a simple FO→NIAC transition. - Actual: 6-project chain across 4 programs with ISS deployment on Axiom-1 (Apr 2022). Not just FO→NIAC — it's FO + ISS + GSFC CIF ×2 + NIAC Phase I + Phase II. The chain shows how FO parabolic flights (Dec 2021, Nov 2022) provided empirical microgravity data that Axiom-1 built on, which in turn justified the NIAC concept study for a 50-meter liquid mirror telescope. The ISS experiment (Stibbe creating solidified polymer lenses in orbit) is a unique demonstration — the only known case of optical components manufactured AND solidified in actual orbital microgravity. - New archetype identified: "Revolutionary Concept Incubator" — FO provides low-cost empirical validation for a concept that feeds a 15-20 year NIAC-style revolutionary pipeline. Different from typical FO maturation because the technology isn't nearing deployment; FO's role was validating that the physics works in microgravity.

RSD — SURPRISE LEVEL: MEDIUM - Pre-query expectation: FO bioreactor adaptation, separate from ISS amyloid module. - Actual: Actually a 4-project arc, not just the single bioreactor project. The first two FO projects [91350, 94137] were explicitly developing RSD hardware for ISS deployment. A fourth project [106698] (MSFC-led) used "modified prior parabolic flight Ring Shear Drop hardware" — explicit hardware reuse across FO projects. The 8-year arc from first parabolic flight to ongoing ISS facility is the canonical FO→ISS escalation pattern. - The bioreactor adaptation [106625] is the interesting twist: same hardware platform, completely different application (pharmaceutical production vs. amyloid disease research). FO enabled both tracks.

MISSION INFUSION SUMMARY — KEY SYNTHESIS: - Consolidating all 18+ confirmed deployments reveals a pattern: FO technologies cluster by destination with distinct maturation profiles. - Moon technologies (mean 8 years maturation) are mostly navigation/sensing instruments. - ISS technologies (mean 3 years) are manufacturing/bioscience facilities — shorter path because ISS access is more routine. - Deep space/planetary (mean 7 years) are mission-critical subsystems (guidance algorithms, sample collection). - The 95% gap between TechPort's structured outcome tracking and actual impact is the central finding of this KB.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged — remaining are low-signal)
116 linkages in linkages-fo.json (+2)
15 archetypes documented (unchanged formally; "Revolutionary Concept Incubator" noted but not yet added to archetypes page)
11 topic/synthesis pages (+1: Mission Infusion Summary)
93+ org pages created or updated (+2 FLUTE, RSD)

What's next¶

Session 26 options: 1. Refresh earliest org pages (Sessions 1-4) — some have stale information now that we have better sources 2. Add "Revolutionary Concept Incubator" as archetype 15 to archetypes.md 3. FO document reads — systematically read TechPort documents (PDFs) for the ~30 projects that have library items with fileIds. Documents are where the substance lives that metadata misses 4. Push remaining ~25 low-signal projects — diminishing returns but would reach 100% coverage 5. Cross-reference Mission Infusion Summary with NASA's transitions page — verify nothing missed among the 22 listed technologies

Recommended: Option 3 (document reads) has highest information-gain potential. FO documents often contain test results, downstream plans, and outcome data invisible in metadata. Systematic document reads could surface new infusions.

Session 24 — 2026-04-06¶

What I did¶

Created "FO Technologies to Mars" synthesis page (fo-technologies-to-mars.md): Comprehensive mapping of all FO technologies with Mars connections. 2 confirmed mission infusions (G-FOLD→Perseverance LVS, RFMG→CFM indirect), 1 planned Mars-system deployment (PlanetVac→Phobos via JAXA MMX 2026), 3 heritage/indirect connections, 2 Mars-specific active projects, ~70 enabling foundation projects. Key synthesis companion to the Moon page.
Discovered MIT TROPICS mission infusion — CORRECTED [94156] from "student project" to confirmed mission infusion. FO parabolic flight (2013-2016) verified dual-spinning CubeSat bus → MicroMAS → MicroMAS-2a → TROPICS (NASA Earth Venture Mission, 4 CubeSats launched May 2023). Only FO technology confirmed to infuse into an operational Earth science mission.
Created MIT TROPICS org page (mit-tropics-cubesat.md): Full chain from FO [94156] through MicroMAS to TROPICS. PI Kerri Cahoy. ~$30M+ mission value.
Systematic CLPS cross-reference completed: Cross-referenced all CLPS mission manifests (IM-1, Blue Ghost M1, IM-2, plus upcoming CP-11/CP-12/BG2/BG3) with FO portfolio. Confirmed all 6+1 known lunar FO technologies. No additional hidden connections found — Session 23 corrections were comprehensive.
Updated best-sources.md with detailed findings from NASA FO transitions page (22 technologies listed), ESTO TROPICS page, and "From Flight Test to the Moon" article. The transitions page is confirmed as the single most authoritative source for FO→mission connections.
Updated linkages-fo.json: +2 entries (TROPICS, G-FOLD→Mars) → 114 total
Updated index.md: +1 org page (MIT TROPICS), +2 topic entries (Mars page, Earth Science entry), topics 8→10
Updated fo-portfolio-tracker.md: [94156] reclassified from "student project" to "Mission Infusion"

What I found¶

MIT TROPICS — SECOND-LARGEST CORRECTION IN KB HISTORY: - Pre-query expectation: [94156] was classified as a "student project" with "no page" since Session 13. Expected to be a low-signal academic entry. - Actual: Confirmed mission infusion into TROPICS — a NASA Earth Venture Mission with 4 operational CubeSats launched May 2023. The dual-spinning CubeSat bus tested in FO parabolic flight became the architecture for the entire TROPICS constellation, providing 30-minute tropical cyclone revisit rates. - Surprise level: HIGH. This was hiding in plain sight — the FO project description mentions MicroMAS, and the NASA transitions page explicitly lists it. The lesson: "student project" classification was premature. Any FO project linked to a named mission architecture (MicroMAS) deserves deeper investigation.

FO-TO-MARS SYNTHESIS: - Pre-query expectation: 5-8 FO projects with direct Mars connections. - Actual: 81 FO projects list Mars as a destination (19% of portfolio), but only 2 have confirmed Mars mission infusions. The gap between "aspirational Mars destination" and "confirmed Mars infusion" is vast. - Surprise level: MEDIUM. The 81 count is much higher than expected, but most are enabling technologies with aspirational Mars tagging. The confirmed infusions (G-FOLD, RFMG) are already documented. No new Mars infusions discovered.

CLPS CROSS-REFERENCE — CLEAN: - Pre-query expectation: Possible hidden FO connections on CLPS missions, like the LuGRE discovery in Session 23. - Actual: No additional hidden connections found. All CLPS FO links accounted for: IM-1 (NDL+RFMG), Blue Ghost M1 (PlanetVac+RadPC+LuGRE), IM-2 (ARMAS+AstroAnt). Upcoming CLPS FO connections: CP-12 (Draper DMEN + Rhea JAM), IM-3 (Carthage MPG). - Surprise level: LOW. Session 23 corrections were thorough. But confirming completeness has value — the CLPS cross-reference is now verified as comprehensive.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged)
114 linkages in linkages-fo.json (+2)
15 archetypes documented (unchanged)
10 topic/synthesis pages (+2: Mars page, Earth Science note)
91+ org pages created or updated (+1 MIT TROPICS)
Total confirmed mission infusions across all destinations: 10 (Moon: 6, Mars: 2, Earth: 1, ISS: multiple)

What's next¶

Session 25 options: 1. Refresh earliest org pages (Sessions 1-4) — some may have stale information now that we have better sources 2. FLUTE [106725] → ISS + NIAC investigation — the transitions page lists this as a transition; need to verify and possibly create a page 3. Ring-Sheared Drop [106625] → ISS investigation — another transitions page listing that may need documentation 4. "FO Mission Infusion Summary" synthesis — consolidate all 10 confirmed mission infusions (Moon/Mars/Earth/ISS) into a single overview page showing the total FO mission impact story 5. Remaining uninvestigated projects — push toward 100% coverage (remaining ~25 are low-signal)

Recommended: Option 4 (consolidated mission infusion summary) is highest demo value — one page showing all 10 confirmed infusions across Moon, Mars, Earth, and ISS would be the definitive FO impact story.

Session 23 — 2026-04-06¶

What I did¶

Created "FO Technologies on the Moon" synthesis page (fo-technologies-on-the-moon.md): Comprehensive mapping of all FO technologies that have reached the lunar surface. Corrected count from 3 to 6 confirmed, plus 1 that reached Moon but couldn't deploy, plus 4+ planned. Key synthesis document.
Created Qascom/LuGRE org page (qascom-lugre.md): Corrected dead-end classification from Session 4. FO project [106593] (8-month, no TechPort description) is the direct precursor to LuGRE — first GNSS fix on the Moon.
Updated GRC Cryogenic page (grc-cryogenic-power.md): Added RFMG IM-1 lunar mission confirmation. RFMG flew on IM-1 Odysseus Feb 2024 — previously documented for ISS RRM3 only.
Created Purdue mega-cluster topic page (purdue-mega-cluster.md): 21 FO projects across 4 PIs (Collicott 15, Mudawar 4, Alexeenko 1, surgical 1). Largest institutional FO footprint. Network map showing connections to GRC RFMG and the Moon.
Updated linkages-fo.json: +4 entries (LuGRE, RFMG lunar, AstroAnt, Qascom correction) → 112 total
Updated index.md: +3 entries (Qascom org page, 2 topic pages), topics 6→8

What I found¶

SESSION 23 IS THE LARGEST CORRECTION IN THE KB'S HISTORY.

FO TECHNOLOGIES ON THE MOON — 6 NOT 3: - Pre-query expectation: 3 confirmed (NDL, RadPC, PlanetVac) per Session 22, plus ARMAS as a fourth. - Actual: 6 confirmed, doubling the previous count. The three missed technologies: 1. RFMG (GRC) on IM-1 — already in KB as [12177] but not flagged as a lunar outcome. NASA explicitly confirms "two technologies that advanced through Flight Opportunities" on IM-1: NDL and RFMG. 2. LuGRE (Qascom) on Blue Ghost — classified as dead end in Session 4 because [106593] had zero TechPort metadata. The 8-month Italian project with no description produced the receiver that made the first GNSS fix on the Moon. 3. ARMAS (SET) on IM-2 — already in KB with a confirmed page, but not counted in the "on the Moon" tally. 4. Bonus: AstroAnt (MIT) on IM-2 — reached Moon but couldn't deploy (lander tipped). FO testing in 2021 confirmed by NASA. - Surprise level: VERY HIGH. The count doubled. The LuGRE correction is particularly significant — it proves that TechPort metadata alone is insufficient for tracking FO outcomes. NASA's own external program pages were the only way to discover the connection.

PURDUE MEGA-CLUSTER — LARGEST INSTITUTIONAL FOOTPRINT: - Pre-query expectation: ~13 projects across Collicott + Mudawar + Alexeenko. - Actual: 21 projects (Collicott has 15, up from 9 previously counted; Mudawar has 4, up from 2). - Surprise level: MEDIUM. Scale was larger than expected. The Collicott→GRC RFMG→IM-1 Moon indirect connection was a new finding.

EVERY CLPS MOON LANDING CARRIED FO TECHNOLOGY: - IM-1: 2 FO payloads - Blue Ghost M1: 3 FO payloads - IM-2: 2 FO payloads (1 couldn't deploy) - This is structural, not coincidental — FO is the suborbital maturation pipeline feeding CLPS.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged)
112 linkages in linkages-fo.json (+4)
15 archetypes documented (unchanged)
8 topic pages (cryogenic, launch vehicle, UCF regolith, LunaNet, Honeybee PlanetVac, UMD heat transfer, FO on the Moon, Purdue mega-cluster)
90+ org pages created or updated (+1 Qascom)

What's next¶

Session 24 options: 1. Refresh earliest org pages (Sessions 1-4) with current data — some may have stale information 2. Search for more hidden lunar connections — if LuGRE was hidden, what else is? Systematically cross-reference all CLPS payload manifests with FO TechPort records 3. Update best-sources.md with the NASA FO transitions page as a critical source 4. "FO to Mars" synthesis — G-FOLD/Perseverance (confirmed), PlanetVac/Phobos (planned), ISRU cryogenics (foundation data). Is there enough for a companion page? 5. Remaining uninvestigated projects — push toward 100% coverage

Recommended: Option 2 (systematic CLPS cross-reference) is highest value — the LuGRE discovery suggests there may be more hidden connections. Option 4 ("FO to Mars") would complement the Moon page.

Session 22 — 2026-04-06¶

What I did¶

Created Honeybee PlanetVac cluster topic page (honeybee-planetvac-cluster.md): 5 FO projects, full PlanetVac arc from SBIR → FO Masten Xombie → CLPS Blue Ghost lunar landing (Mar 2025) → JAXA MMX Phobos (2026). $193M+ Honeybee NASA portfolio mapped via USASpending. PlanetVac is the 3rd FO technology on the lunar surface (after NDL/IM-1 and RadPC/Blue Ghost).
Created UMD heat transfer cluster topic page (umd-heat-transfer-cluster.md): 4 FO projects (2011-2019) PI Jungho Kim + 1 STRG [4293]. ISS MABE experiment confirmed (200+ boiling tests, ±20% model validation). MPBE upgraded to flight definition. STRG infused + transitioned to NSF. Part of cryogenic cluster.
Updated FAA regulatory cluster page (embry-riddle-ads-b.md): Part 450 fully enforced March 9, 2026. § 450.167 tracking requirements. 8th project [106667] GA strobe confirmed (Collicott co-I). Demidovich confirmed as FAA Aerospace Engineer.
Updated Honeybee org page with PlanetVac lunar landing and cross-reference to topic page
Updated cryogenic cluster topic with UMD topic page cross-reference
Updated linkages-fo.json: +4 entries (PlanetVac, UMD Kim, FAA cluster, Honeybee MSFC contract) → 108 total
Updated index.md: topics 4→6, Honeybee row updated to lead with PlanetVac

What I found¶

PLANETVAC LUNAR LANDING — TOP-TIER FINDING: - Pre-query expectation: PlanetVac had CLPS selection but may not have flown yet. - Actual: PlanetVac successfully collected lunar regolith on Blue Ghost Mission 1 (March 2, 2025). Sample acquisition took ~1 second via nitrogen gas blast. Blue Ghost completed 14 days of surface operations — first fully successful commercial Moon landing. AND P-Sampler shipped to JAXA (Feb 2023) for MMX mission to Phobos. - Surprise level: HIGH. This is the 3rd FO technology on the Moon (after NDL Feb 2024 and RadPC Mar 2025), and the first FO technology with a confirmed pathway to Mars system (Phobos, 2026). The FO→Moon→Mars chain is uniquely strong. Honeybee's $193M+ NASA portfolio makes this one of the best-resourced FO outcome stories. - Masten irony: Masten Space Systems — who provided the Xombie rocket for PlanetVac FO testing — went bankrupt in 2022. But the technology they helped validate flew to the Moon on a different lander.

UMD KIM CLUSTER — ISS DOWNSTREAM CONFIRMED: - Pre-query expectation: Kim had parabolic flights with modest TRL gains and no clear ISS connection. - Actual: MABE ISS experiment confirmed (Shuttle Discovery launch, 200+ tests). MPBE upgraded to "flight definition" (2023). STRG project officially "Infused To" and "Transitioned To NSF". Kim's FO work is part of the pipeline feeding FBCE (Mudawar/Purdue, ISS 2022) and the broader Artemis cryogenic database. - Surprise level: MEDIUM. The ISS connection via MABE was stronger than expected from the FO records alone. The "flight definition" upgrade for MPBE is a clear signal that Kim's pool boiling work continues to advance toward ISS.

FAA CLUSTER — PART 450 NOW FULLY ENFORCED: - Pre-query expectation: Part 450 was finalized but possibly still in transition. - Actual: Transition period ended March 9, 2026. All commercial launch/reentry licenses must now comply with Part 450, including § 450.167 tracking requirements. The regulation is technology-neutral (doesn't mandate ADS-B specifically), but the FO-tested ADS-B work provided the technical foundation for understanding what's achievable. Demidovich confirmed as FAA employee. - Surprise level: LOW. This was expected — the timing is the update.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged)
108 linkages in linkages-fo.json (+4)
15 archetypes documented
6 topic pages (cryogenic, launch vehicle, UCF regolith, LunaNet, Honeybee PlanetVac, UMD heat transfer)
89+ org pages created or updated

What's next¶

Session 23 options: 1. Refresh pass — revisit earliest org pages (Sessions 1-4) with fresh eyes and current data 2. More document reads — continue scanning for library items in unexplored projects 3. FAA regulatory deeper — search for Demidovich publications on ADS-B space vehicle tracking 4. Purdue mega-cluster — Collicott (9 slosh) + Mudawar (2 cryo) + Alexeenko (FEMTA) = 12+ FO projects at one university 5. "FO Technologies on the Moon" synthesis page — NDL, RadPC, PlanetVac are three confirmed. Are there others?

Recommended: "FO Technologies on the Moon" synthesis page would be demo-ready and high-value — maps FO's lunar landing footprint. Combine with Purdue mega-cluster for structural depth.

Session 21 — 2026-04-06¶

What I did¶

Deep document reads: Read 3 TechPort library documents (Northrop Grumman Letter of Appreciation PDF, Made in Space summary chart, Eigen Strategies SOARS parabolic flight image). Saved all to kb-fo-infusion/assets/. Scanned 60+ projects for library items — only ~3 have actual PDF/image files (most are external links).
Created Northrop Grumman org page (northrop-grumman-cnt.md): CNT-infused launch vehicle structures with quantified impact from Letter of Appreciation — 30× damping improvement, 13% payload mass increase on Minotaur IV, $1.95M NASA contract.
Added Archetype 15: VC Portfolio Dynamics to archetypes.md — captures the launch vehicle cluster's venture capital dynamics (minimal FO investment, outcomes driven by VC market, 1/7 unicorn). Updated distribution table to reflect full 405-project triage.
Created UCF regolith cluster topic page (ucf-regolith-cluster.md): 13 FO projects, 5 researchers, 14 years (2012-2026). Colwell PI on 9 projects. Mapped asteroid→lunar pivot. Identified PRIME/COLLIDE/CORE/MEASE/SPACE-2/Strata/EMPANADA/ERIE/Ejecta STORM/DIMS.
Updated launch vehicle cluster topic page with Northrop document-sourced details
Updated linkages-fo.json: +6 entries (Northrop, KSC AFTS, UC Davis HDD, Relativity, Dynetics) → 104 total
Updated index.md: +2 entries (Northrop org page, UCF topic page), topics count 3→4

What I found¶

NORTHROP DOCUMENT READ — HIGH VALUE: - Pre-query expectation: The letter would be a generic thank-you with no technical detail. - Actual: Detailed quantified impact statement. 30× damping, 12 dB attenuation, 13% payload increase, 20 dB conservatism in industry standards. Minotaur IV already incorporating results. "Paradigm shift in shock test methods" at industry conferences. - Surprise level: HIGH. This is one of the clearest FO impact cases in the entire portfolio, and it was invisible in the metadata. The description text said "30× improved damping" but the letter adds critical context: the results were immediately incorporated into production vehicles, embraced across NG's launch vehicle division, and presented at industry conferences as a paradigm shift. - Meta-finding on document reads: Scanning 60+ projects for library items revealed most FO projects only have external links. Only ~3 projects had actual downloadable PDF/image files. Document reads are high-value per file but low yield across the portfolio.

UCF REGOLITH CLUSTER — STRUCTURAL FINDING: - Pre-query expectation: 5 Colwell projects in a loose thematic cluster. - Actual: 13 projects, 5 tightly-connected researchers, 14-year span. Second-largest FO cluster by project count (after cryogenic). Clearly tracks NASA's strategic pivot from asteroid (OSIRIS-REx era) to lunar (Artemis era). - Surprise level: MEDIUM. The scale was larger than expected (13 vs 5), and the researcher network was tightly connected (Dove appears on 7 projects). The asteroid→lunar pivot is a strong structural finding. - Q-PACE CubeSat (orbital follow-on from SPACE-2) does NOT have a TechPort FO record — funded through different mechanism.

Coverage¶

~405 triaged / 430 total = ~94% (unchanged from Session 20)
104 linkages in linkages-fo.json
15 archetypes documented
4 topic pages (cryogenic, launch vehicle, LunaNet, UCF regolith)
89+ org pages created

What's next¶

Session 22 options: 1. UMD heat transfer cluster — Kim + Sedwick + others, 4+ projects, cryogenic-adjacent 2. Refresh pass — revisit earliest org pages (Sessions 1-4) with fresh eyes and current data 3. More document reads — continue scanning for library items in unexplored projects 4. FAA regulatory cluster — Embry-Riddle Demidovich 8-project cluster (discovered Session 19) 5. PlanetVac cluster — Honeybee 6 FO projects worth a topic page

Recommended: UMD heat transfer cluster (extends cryogenic topic) + FAA regulatory cluster (new structural finding) + linkages catchup for remaining sessions

Session 20 — 2026-04-06¶

What I did¶

Completed portfolio-wide triage: identified all 121 remaining uninvestigated FO projects, batch-fetched details, categorized by signal strength
Deep investigated launch vehicle cluster: Dynetics [94195], Vector [94194], Generation Orbit [94191], Relativity [94203], HRL [94200], Northrop [94199] — 4 web searches, 4 USASpending queries
Updated launch vehicle cluster topic page (topics/launch-vehicle-cluster.md) with new USASpending data, Phantom Space acquisition of Vector assets, Generation Orbit X-60A death confirmation
Added 121 projects to portfolio tracker in Session 20 block — launch vehicle cluster (6), arc connections (16), SwRI cluster (4), AFRL cluster (3), remaining industry (5), academia (25+), active (28), canceled (12), and ~25 low-signal by count
Updated 3 org pages: Creare (3→4 FO projects with [145006] two-phase pumped loop), SpaceWorks (added Generation Orbit [94191] connection, $64M+ combined), Draper (confirmed 7 project count with canceled [91322]/[91324])
Updated index.md: added launch vehicle cluster topic, updated cryo cluster count to 30+

What I found¶

LAUNCH VEHICLE CLUSTER — MAJOR SYNTHESIS: - Pre-query expectation: FO's launch vehicle investments had a poor hit rate — most companies failed or pivoted - Actual: Confirmed, with nuance. 8 projects across 7 companies. Success rate: 1/7 actively building launch vehicles (Relativity, $4.2B+). 2/7 reached orbit then died (Astra, Virgin Orbit). 1/7 bankrupt before orbit (Vector). 1/7 dead program (Generation Orbit X-60A). 1/7 acquired for defense ($1.65B Leidos). 1/7 large contractor incremental (Northrop). - Surprise level: MEDIUM — the Generation Orbit → AFRL X-60A pathway was stronger than expected ($35.2M DoD), but the X-60A itself appears dead. Phantom Space acquiring Vector's launch assets (Feb 2025) was a new connection to the TMT/IsoTherm arc already in the KB. - Key insight: FO's actual value for launch companies was test infrastructure access (SSC, MSFC AM, AFRC Gulfstream III) + NASA credibility signal for investors. FO investment ($100K–$500K per company) was trivial compared to VC funding ($100M+ per company).

PORTFOLIO COMPLETION: - All 430 FO projects now accounted for in the tracker - ~405 individually triaged, ~25 low-signal listed by count - Effective coverage of projects with any potential downstream impact: 100% - New arc connections discovered: Carthage 9th project [184147], Creare 4th [145006], UMD/Kim 3-project boiling cluster, SwRI 4-project cluster

Coverage¶

~405 triaged / 430 total = ~94% (remaining ~25 are low-signal completed academia)
Effective coverage of projects with downstream impact potential: 100%
This session completes the portfolio-wide triage milestone.

What's next¶

Session 21 options: 1. Deep document reads — many high-value projects have library items never read (Northrop NG Letter [94199], Aerfil 4 lib items [91323], CU Boulder formation flying [91620], MIT spiral actuator [12257]) 2. Linkages audit — linkages-fo.json needs Session 15-20 entries added 3. Archetypes update — launch vehicle cluster suggests new archetype: "FO as Early-Stage Company Incubation" (minimal investment, VC portfolio dynamics) 4. Refresh pass — revisit earliest org pages (Sessions 1-4) with fresh eyes and current data 5. UCF regolith cluster — Josh Colwell's 5+ projects (COLLIDE, PRIME, Q-PACE, SPACE-2, Strata) worth a topic page 6. UMD heat transfer cluster — Kim + Sedwick + others, 4+ projects, cryogenic-adjacent

Recommended: Archetypes update (add launch vehicle archetype) + linkages audit (catch up Ses 15-20) + start document reads on highest-value projects

Session 19 — 2026-04-06¶

What I did¶

Created FO cryogenic cluster topic page (topics/cryogenic-cluster.md) — mapped 27 FO projects across ~12 researchers forming the experimental data foundation for Artemis cryogenic architecture
Investigated Redwire FAME [155247] — PIL-BOX pharma crystallization platform (43+ units flown, $25M IDIQ, Eli Lilly partner); added as 5th FO project to Made in Space page
Conducted broad shallow pass on 103 remaining uninvestigated completed FO projects:
Batch-fetched details on 40 projects
Added 42 new entries to portfolio tracker (Session 19 section)
Discovered major PI count corrections and previously-missed project linkages
Updated 7 existing organization pages with newly discovered projects:
Carthage: 7→8 FO projects (discovered [106620] on-orbit refueling gauging)
Collicott: 6→9 FO projects (discovered [106664] plume HT, [106582] cryo gauging geometry, [91665] textured boiling)
Chung: 2→4 FO projects (discovered [91356] cryo line chilldown, [106581] tank chilldown optimization)
Draper: already had [106711] on page but missing from tracker — added
RadPC: added [106701] RadPC@scale + [106658] Candida biology to arc
Honeybee: added [89413], [106599], [106671] PlanetVac series (3→6 total)
Embry-Riddle/FAA: discovered 8-project FAA regulatory cluster (Demidovich)

What I found¶

CRYOGENIC CLUSTER — MAJOR SYNTHESIS: - Pre-query expectation: 8-10 cryo FO projects with loose connections - Actual: 27 FO projects forming a dense collaboration network - Key network connections discovered in Session 19: - Conboy (Creare) is co-I on NJIT [106626] (Khusid) — direct Creare-NJIT link - Hartwig (GRC) is co-I on MIT [106641] (Baglietto) — extends GRC reach to MIT - Collicott [106582] explicitly supports GRC's RFMG orbital demo — Purdue-GRC link - Three competing gauging approaches: RF (GRC Zimmerli), acoustic MPG (Carthage Crosby), ECT (KSC Storey) - Surprise level: HIGH — the network density was much greater than expected. These researchers aren't isolated; they form a ~12-person collaboration web spanning 5+ institutions.

PI COUNT CORRECTIONS — PORTFOLIO STRUCTURE: - Collicott: 9 FO projects (was counted as 6) — most prolific PI - Carthage/Crosby: 8 FO projects — longest single-technology arc (11 years) - FAA/Demidovich: 8 FO projects — largest regulatory cluster (discovered Session 19) - Honeybee/Zacny: 6 FO projects — largest single-company sampling portfolio - Chung: 4 FO projects (was counted as 2) — largest academic cryo portfolio - Creare/Conboy: 3 FO projects (was counted as 2) — specialist LAD arc - Mudawar: 2 FO projects (was counted as 1) — 2012-2026 arc

REDWIRE FAME [155247]: - Pre-query expectation: minor Redwire FO experiment - Actual: PIL-BOX is Redwire's most commercially successful ISS product line: 43+ units flown, $25M IDIQ contract, Eli Lilly and Aspera pharmaceutical partners, Industrial Crystallizer at 200× scale launched Apr 2025 - FO project validates Dynamic Microscopy Cassette fluidics before ISS deployment - Surprise level: MEDIUM — the commercial scale ($30M+) was larger than expected, though the FO connection is a small precursor step

Coverage¶

~280 investigated / 430 total = ~65% (150 remaining, ~60 are pure academia research with no downstream path)
Session 19: +42 projects triaged, 7 org pages updated, 1 new topic page
Effective coverage of projects with potential downstream impact: ~85%+
Remaining uninvestigated are primarily academia knowledge-payload projects with low views and no outcomes

What's next¶

Session 20 options: 1. Remaining ~60 academia research projects — batch triage to push tracker toward 90% coverage 2. Launch vehicle cluster — Dynetics [94195], Vector [94194], Generation Orbit [94191], Relativity [94203] are all FO launch vehicle development projects. Some of these companies failed (Vector, Generation Orbit). Worth documenting as a cluster. 3. UCF regolith cluster — Josh Colwell (COLLIDE, PRIME, Q-PACE, SPACE-2, Strata) has 5+ FO projects studying regolith/particle physics. Second most prolific academic PI? 4. UMD heat transfer cluster — Kim, Sedwick, and others at UMD have 4+ FO thermal/heat transfer projects 5. Deep document reads on high-value projects — e.g., Chung's 6 library items, ARCTIC paper, MIT CFD boiling

Recommended: Batch triage remaining ~60 projects (push to 90%) + launch vehicle cluster (high narrative value — success/failure cases)

Session 18 — 2026-04-06¶

What I did¶

Resumed from partially completed Session 17 (5 new pages: NJIT EHD, Embry-Riddle ADS-B, MIT SPHERES, Purdue FEMTA, LunaNet cluster topic)
Queried all 430 FO projects, parsed 412, identified 174 uninvestigated
Batch-fetched TechPort details for 16 projects (Blueshift, NIWC, Purdue Collicott cluster, UF Chung cluster, + 8 shallow scans)
Ran 8 web searches (Blueshift, NIWC SOLD/LaCE, Collicott Virgin Galactic, Chung NASA award, Purdue 1)
Ran 3 USASpending searches (Blueshift NASA, Blueshift DoD, NIWC optical)
Created 4 new org pages: blueshift-outward.md, niwc-pacific-sold.md, purdue-collicott-slosh.md, uf-chung-cryogenics.md
Added Session 17 + Session 18 blocks to portfolio tracker (5 + 15 = 20 new entries)
Updated index.md with 9 new org rows + 1 topic row + coverage bump
Discovered Collicott's 6th FO project [106718] (Green Propellant Zero-G Control Methods — previously unseen)

What I found¶

Blueshift LLC (Outward Technologies) [158514] — MAJOR FINDING: - Pre-query expectation: small ISRU startup with 1–2 products - Actual: 21 NASA contracts totaling $7.9M+ across 8+ distinct product lines: SEER (sintering), MORRE (O₂ extraction), LAMA (mirror array), SOWAR (solar welder), RE4CH (casting), plume-surface modeling, terramechanics, landing pad optimization - FO project ($255K Phase III) is a tiny fraction of the total portfolio — FO provides the microgravity validation step - No DoD contracts — pure NASA SBIR-funded company - Partnership with Colorado School of Mines - Surprise level: HIGH — most comprehensive lunar construction SBIR portfolio from any FO participant

NIWC Pacific SOLD [145002] — NEW ARCHETYPE: - Pre-query expectation: DoD laser comms test, isolated - Actual: SOLD was a deliberate risk-reduction precursor for the LaCE orbital mission (2-CubeSat LEO, Mar 2024–May 2025) - LaCE achieved operational success overall but Skylight terminal had on-orbit challenges - NIWC explicitly validated the stratospheric test approach in their post-mission review (SmallSat 2025) - New archetype: "FO as DoD Orbital Risk Reduction" — FO provides a cheaper stratospheric test before committing to orbit - Surprise level: MEDIUM — the deliberate precursor relationship and post-mission validation were stronger than expected

Purdue Collicott cluster [106651, 106602, 106630, 106718 + co-I 106637, 106655]: - Pre-query expectation: prolific academic with no commercial outcome - Actual: 6 FO projects (4 PI + 2 co-I) — highest FO involvement by any single PI - Flew experiment on Virgin Galactic Galactic 07 (June 8, 2024 — last VSS Unity commercial flight) - Purdue 1 mission (2027): all-Boilermaker crew of 5 on Virgin Galactic next-gen spacecraft; Collicott + grad student Mizzi as crew-researchers - AAE 418 course: ~10 students/semester × 3 semesters/year = ~30 students/year on zero-g experiments - Archetype: Knowledge Payload — pure science + educational pipeline, no commercial outcome - Surprise level: MEDIUM-HIGH — the crewed spaceflight connection and educational pipeline scale

UF Jacob Chung [106616, 106713]: - Pre-query expectation: prolific cryogenics academic - Actual: NASA Exceptional Public Service Medal (June 2024) — highest non-employee honor - 30+ years of cryogenic fluid management for NASA since 1992 - 6+ publications from FO work (including multiple npj Microgravity) - Tank inner surface coating technology to reduce cryogenic boiloff in microgravity - Co-I Samuel Darr links to Aerospace Corp cryogenics page - Surprise level: MEDIUM — NASA medal and publication density exceeded expectations

Coverage¶

~238 investigated / 430 total = ~55% (174 remaining uninvestigated)
Session 17+18 combined: +25 projects, 9 new org pages, 1 new topic page
Industry coverage nearly exhausted — remaining 174 are mostly academia/NASA center "knowledge payload" type

What's next¶

Session 19 options: 1. FO cryogenic cluster topic page — Chung (UF), Darr (Aerospace Corp), Collicott (Purdue), Mudawar (Purdue), Creare, Carthage MPG, GRC — create a cross-cutting topics/cryogenic-cluster.md page showing the FO cryogenic research community 2. Remaining industry with high views — Redwire FAME [155247], Ultrasonic Technology Solutions [184142], Sierra Lobo [184151] (2nd FO project) 3. Deep-read Chung's 6 documents — the library items on [106616] contain actual paper PDFs that may reveal more about the coating technology 4. Broad shallow pass — scan remaining 150+ uninvestigated projects to build comprehensive tracker coverage toward 75%

Recommended: FO cryogenic cluster topic page (high synthesis value, cross-cuts multiple existing pages) + Redwire FAME investigation (builds on Made in Space page)

Session 17 — 2026-04-06¶

What I did¶

Investigated 5 projects: NJIT EHD [91373], Embry-Riddle ADS-B [12235, 106592], MIT SPHERES [91335, 93871], Purdue FEMTA [106637]
Created 4 new org pages: njit-ehd.md, embry-riddle-ads-b.md, mit-spheres.md, purdue-femta.md
Created 1 new topic page: topics/lunanet-cluster.md
(Session 17 was partially completed — pages created but not logged/committed; completed in Session 18)

What I found¶

NJIT EHD [91373]: Physical Review Letters discovery → $815K ISS grant → npj Microgravity 2025. FO→ISS escalation archetype.

Embry-Riddle ADS-B [12235, 106592]: New archetype — Regulatory Infrastructure Enabler. FAA-AST took over Phase 2 as lead org. Supports Part 450 airspace integration for commercial space.

MIT SPHERES [91335, 93871]: SPHERES→Astrobee ISS heritage; DARPA Phoenix UDP docking port partnership. ISS free-flyer paradigm.

Purdue FEMTA [106637]: Water microthruster; NS-29 Jan 2025 flight; SmallSat papers; educational pipeline; no commercial spinoff.

LunaNet cluster: FIGARO [106617] + UCLA PNT [145005] + Multi-GNSS [106598] + others form a coherent LunaNet technology development cluster within FO.

Session 16 — 2026-04-06¶

What I did¶

Read KB index, log, portfolio tracker (~190 projects, ~44% coverage entering session)
Extracted and sorted all 84 academia FO completed projects by view count (from full 357-project query)
Extracted all 157 projects from page 2 (offset 200) of completed FO portfolio
Batch-fetched TechPort details for 17 projects (academia targets + Carthage College arc)
Ran 5 web searches (Carthage/Crosby MPG, FIGARO-FT SDSU, UCLA LunaNet, Missouri S&T LuSTR, Vanderbilt VIPER)
Ran 1 USASpending search (Carthage College)
Created 4 new org pages: carthage-college-mpg.md, sdsu-figaro-ft.md, mst-lustr.md, ucla-lunanet-pnt.md
Saved CubeSounder hardware photo to assets/
Updated portfolio tracker (Session 16 block: 20 new entries)
Updated index.md with 4 new org rows + coverage bump
Identified: Carthage College has 7 FO projects (longest single-technology arc in the portfolio)

What I found¶

Carthage College / Kevin Crosby MPG [94131, 91347, 89417, 106702, 106670, 106707, 106631] — MAJOR FINDING: - Pre-query expectation: small college research, probably 1-2 parabolic flight projects - Actual: 7 FO projects spanning 11 years (2014–2025); TechLeap Prize 2025 ($500K); IM-3 NOVA-C lander development (Intuitive Machines); Airbus commercialization partnership; explicit Orion/SLS (Phase III) and Gateway architecture (Phase IV) targeting; NASA OMS tank test data reduction contract; PI Crosby is a visiting senior scientist at NASA - Surprise level: HIGH — small liberal arts college (Kenosha, WI; ~2,800 students) running NASA's primary microgravity propellant gauging research for a decade is completely unexpected; IM-3 lunar deployment would be a direct FO → lunar surface infusion chain

FIGARO-FT / SDSU [106617] — LunaNet 5G: - Pre-query expectation: academic 5G comms demo, TRL 5 - Actual: Sep 26, 2024 balloon flight at 98,000 ft; full-duplex Ka-band demonstrated; LunaNet BLOS requirements verified; NTRS paper published SmallSat 2025; uses commercial 5G beamformer ICs (cost innovation); co-investigators include ASU faculty - Surprise level: MEDIUM — the COTS 5G chip approach for lunar relay is clever; the NTRS publication is solid validation evidence

Missouri S&T LuSTR [158644] — Regolith Beneficiation: - Pre-query expectation: basic ISRU research, short project - Actual: Confirmed basic. 15-month project, AIAA SciTech 2025 paper, dual magnetic+electrostatic system, too early for mission host. Highest view count among FO academia projects (3633) due to ISRU interest. - Surprise level: LOW — as expected

Vanderbilt VIPER [106604] — Tissue Chips microfluidics: - Closed Out Sep 2025; PI John Wikswo (VIIBRE founder, 2025 Vanderbilt Master Innovator); automated microfluidic platform for Tissue-Chips-In-Space; no confirmed ISS deployment found - Surprise level: LOW — research/clinical archetype, no commercial outcome

New pattern identified: LunaNet cluster in FO - FIGARO [106617] (SDSU), UCLA LunaNet PNT [145005], and several other FO projects explicitly target LunaNet architecture. This is a coherent technology development cluster within FO that hasn't been noted before.

Coverage¶

~213 projects / 430 total = ~50% (crossed 50% milestone this session)
All 357 completed projects now scanned (shallow)
Academia coverage improved: ~33 deeply investigated out of ~84 total (~39%)
Carthage College: 7 projects all now covered in single page

What's next¶

Session 17 options: 1. Remaining high-signal academia — ~51 with >700 views not yet deeply investigated: [91373] NJIT EHD phase sep (outcomes=2), [106604] Vanderbilt VIPER, [91638] Univ Puerto Rico fuel cell (outcomes=1), [106604], [91335] MIT SPHERES, [93871] MIT SPHERES UDP, plus Purdue FEMTA [106637] 2. Cross-cutting LunaNet cluster analysis — FIGARO + UCLA + other FO projects targeting LunaNet; create a topics/lunanet-cluster.md page 3. Dual-FO arc analysis — comprehensive cross-cutting page counting how many orgs have 2+ FO projects and what that predicts about outcomes 4. Embry-Riddle ADS-B [12235] — outcomes=1, TRL 4→6; later UAT/ADS-B arc (106592, FAA, TRL 6→7); trace this to FAA commercial space tracking regulations

Highest priority: LunaNet cluster page (thematic, high synthesis value) + NJIT EHD phase separation (outcomes=2, connects to ECLSS)

Session 15 — 2026-04-06¶

What I did¶

Read KB index, log, portfolio tracker (173 projects, ~40% coverage entering session)
Queried all 51 active FO projects — full set retrieved
Batch-fetched TechPort details for 13 projects simultaneously
Ran 7 parallel web searches + 5 USASpending lookups
Created 5 new org pages: interlune.md, varda-space.md, juno-propulsion.md, ecoatoms.md, rhea-space-activity.md
Updated 5 existing pages: msu-radpc.md (Resilient Computing dual-FO arc), cislunar-industries.md (MCEPC 2nd FO), spaceworks-tva.md (Si crystal 3rd FO), jhuapl-janus-seline.md (JANUS-TEC 5th FO), portfolio tracker (Session 15 block)
Added Session 15 block (12 active projects) to portfolio tracker
Added 7 new entries (89–95) to index.md
Updated index.md coverage to ~190 projects, ~44%

What I found¶

Interlune [158666] — DOE He-3 purchase agreement (HISTORIC): - Pre-query expectation: notable He-3 startup, probably some private funding - Actual: DOE Isotope Program purchase agreement = FIRST-EVER U.S. government commitment to purchase a lunar resource. $300M+ Bluefors agreement (10,000L He-3/year 2028-2037). Harrison Schmitt (Apollo 17 geologist) as co-I. $6.89M NASA SBIR Phase III for PROSPECT MOON lunar demo. USAF $1.25M He-3 defense supply chain. - Surprise level: HIGH — DOE purchase agreement is historic; scale of commercial deals ($300M+) is larger than expected; Schmitt co-I adds serious scientific credibility

Varda Space Industries [155263] — W-5 returned Jan 2026 (TRL 9): - Pre-query expectation: C-PICA tech transfer story, some DoD contracts - Actual: W-5 (Jan 29, 2026) = first all-Varda C-PICA capsule return; W-6 already launched Mar 30, 2026; USAF StratFI $22.34M for "economical reentry capsules for hypersonic testing"; total $35.8M tracked (almost all DoD). Co-I is Venkatapathy — the inventor of C-PICA — direct tech transfer chain. - Surprise level: MEDIUM — DoD hypersonic testing as primary use case is stronger/more specific than expected; 3 missions/year cadence is impressive

Resilient Computing [184144] — DUAL-FO ARC confirmed: - Pre-query expectation: MSU spinoff, probably some NASA contracts - Actual: Resilient Computing (the spinoff) has its OWN active FO project for RadPC+ (Jun 2025–Jun 2028). LaMeres (MSU original PI) is co-I on the spinoff's FO project. Two confirmed dual-FO arcs: NDL/Psionic + RadPC/Resilient Computing. Three patents. Loft Federal won NASA task order for RadPC+ deployment. - Surprise level: HIGH — didn't expect spinoff to have its own FO project; LaMeres as co-I bridges both sides

Rhea Space Activity JAM [155243] — CP-12 CLPS lunar relay: - Pre-query expectation: TRL 6 autonomy, some DoD contracts - Actual: JAM physically flying on CP-12 CLPS mission (2026) as two cislunar relay spacecraft for ispace-US APEX 1.0 far-side lander. This directly connects Rhea FO arc to Draper CP-12 arc (already in KB). Deep Impact algorithm lineage. DoD portfolio $9.8M+: USAF GPS-denied reentry, Army Special Forces ATAK (ANVIL), Space Force VANGUARD. Same algorithm navigates spacecraft and soldiers. - Surprise level: HIGH — Army Special Forces ATAK deployment is completely unexpected; direct CP-12 CLPS connection was not anticipated

Juno Propulsion [184154] — TechLeap + FO, orbital RDRE target summer 2026: - Pre-query expectation: small pre-revenue startup - Actual: Confirmed. $40K in contracts. TechLeap Prize Jul 2025. Claims first orbital RDRE in history (summer 2026). UW + Purdue academic lineage. Activate fellowship. - Surprise level: LOW — as expected; only the "first orbital RDRE ever" claim adds extra interest

Ecoatoms [3 FO projects] — multi-track engagement, no USASpending revenue: - Pre-query expectation: 3 small FO projects, early-stage company - Actual: TechLeap Prize winner (HERMES), Space Act Agreement $224K, Blue Origin New Shepard biosensor flight planned. Zero USASpending contracts after 4+ years. 7,309 views across 3 projects. - Surprise level: LOW — confirmed pattern of early-stage multi-project engagement

Coverage¶

~190 projects / 430 total = ~44%
Active project set: fully sampled (51/51 listed, 12 deeply investigated, remainder lightly noted)
Industry completed: ~100%
NASA Centers: ~100%
Academia completed: ~20% (primary remaining gap)

What's next¶

Session 16 options: 1. Academia deep-dive — ~113 remaining completed academia projects; sample high-view ones not yet covered (TRL gain +2 or +3 are most promising) 2. Archetypes update — session 15 reveals pattern of multi-project companies using FO systematically; update archetypes.md with dual-FO arc finding 3. Cross-cutting analysis — how many confirmed mission infusions involved two FO projects? (NDL/Psionic, RadPC/Resilient Computing confirmed; check for others) 4. Documents pass — read library items for orgs with unread PDFs (interlune, varda, juno propulsion)

Highest priority: Cross-cutting dual-FO arc analysis (#3) + selected academia deep-dives (#1) to improve academic base rate estimate

Session 14 — 2026-04-06¶

What I did¶

Fetched FO page 2 (offset 200) — 156 projects (IDs 201–357 of 357 total completed)
Parsed page 2 by org type: 8 academia/non-profit, 47 industry, 37 NASA Center
Identified 10 high-priority projects not yet investigated from page 2
Batch-fetched TechPort details for 12 projects simultaneously
Ran 10 parallel web searches for OSIRIS-REx, Psionic, FOMS ZBLAN, Final Frontier Design, Virgin Orbit, HRL Labs, ORBITEC WCD, Blue Origin POSE, Made in Space VULCAN, Mercury Systems
Created 6 new org pages: lockheed-osiris-rex.md, foms-mercury-zblan.md, final-frontier-design.md, virgin-orbit.md, snc-orbitec-wcd.md, blue-origin-pose.md
Updated 2 existing pages: psionic-ndl.md (added [106687] PNDL project + TechPort section), made-in-space.md (added VULCAN [106743] as 4th FO project)
Added Session 14 block (10 projects) to portfolio tracker
Added 7 new entries to linkages-fo.json (12244, 106634, 106682, 72036, 94192, 106687, plus updates)
Updated index.md: 8 new org page rows, Session 14 findings (80–88), coverage ~173/430 (40%)
Updated log.md

What I found¶

Lockheed Martin OSIRIS-REx [12244] — best deep-space infusion in portfolio (pre-existing mission): - Pre-query expectation: OSIRIS-REx sampling technology was likely tested in parabolic flights; expected confirmation - Actual: FO-funded parabolic flights showed TAGSAM performance is 4–5× better in reduced gravity. Co-PI is Dante Lauretta (mission PI). OSIRIS-REx returned 60g of Bennu material Sep 2023. NASA C-9B footage anchored mission simulations. - Surprise level: LOW — expected confirmation. Finding is clean and important for the KB.

FOMS + Mercury Systems ZBLAN [106634, 106682] — Both FO precursors, both flew CRS-25: - Pre-query expectation: FOMS probably flew to ISS at some point given ZBLAN is commercially significant - Actual: BOTH FO projects (FOMS Space Fibers 3 + Mercury/POC ORFOM) flew on the same CRS-25 mission (Jul 14-16, 2022). Together produced 11.9 km of ZBLAN fiber. 45× single-day production record. FO was explicitly the suborbital precursor step. - Post-demo commercial status unclear. Neither company has announced commercial ZBLAN revenue. - Surprise level: MEDIUM — didn't expect both competitors to fly on the same mission

Final Frontier Design [72036] → Paragon → xEVAS: - Pre-query expectation: small IVA suit startup, likely acquired or folded - Actual: Acquired by Paragon (Jan 2022). Paragon + Axiom won xEVAS contract up to $3.5B. FO TRL gain was zero. The company outcome is positive but FO is not causally primary. - Surprise level: MEDIUM — unexpected that the acquirer (Paragon) is already in our KB from the COSMIC page

Virgin Orbit [94192, 94204] — commercial success then failure: - Pre-query expectation: Virgin Orbit went bankrupt but had some orbital successes - Actual: 4 orbital successes (Jan 2021 – Jul 2022), delivered 10 NASA CubeSats, then two consecutive failures + bankruptcy Apr 2023. Assets scattered to Rocket Lab/Stratolaunch/Launcher. PI Sirisha Bandla flew to space commercially as VP of Virgin Galactic. - Surprise level: LOW — well-known story; confirmed FO connection

Psionic PNDL [106687] — KEY DISCOVERY: second FO project in the NDL arc: - Pre-query expectation: this would be a different NDL product from the NASA LaRC one - Actual: This IS Psionic's own commercialization FO project (2019–2021, TRL4→6), running immediately after LaRC's project [91351] closed out. The arc now has TWO FO projects: LaRC [91351] government R&D + Psionic [106687] commercial maturation → IM-1. FO funded both ends of the technology transfer. - Surprise level: HIGH — didn't realize FO explicitly funded the commercialization step too, not just the government R&D

Blue Origin POSE [106728] — second Blue Origin zero-TRL project: - Pre-query expectation: probably some advance; 1573 views suggests community interest - Actual: TRL 4→4 despite 3.3 years (Dec 2021 – Mar 2025). Pattern: both Blue Origin FO projects (POSE + LiDAR [158500]) stalled at TRL 4. No publications, no library items. Blue Origin is using FO as a capability assessment budget, not a maturation pipeline. - Surprise level: MEDIUM — zero TRL for 1573-view project is notable

SNC ORBITEC WCD [106669] — 4-month project → 2 patents: - Pre-query expectation: probably fed Sierra Space life support somehow - Actual: 4-month FO campaign (Apr–Aug 2017) produced 2 US patents (US11213779B2, US11660557B2). Mark Weislogel as co-inventor is significant — he's the leading figure in low-g capillary fluid physics. Sierra Space co-owns the patents; Orbital Reef is the natural downstream. - Surprise level: LOW — expected patent; 2 patents and Sierra Space co-ownership is slightly more than expected

Made in Space VULCAN [106743] — 4th FO project, active product: - Pre-query expectation: probably a dead end or early-stage project - Actual: VULCAN is a live Redwire commercial product with dedicated website. Ti/Al + polymer, autonomous CNC+AM. This is the 4th Made in Space FO project — and 3 of 4 have positive outcomes (AMF, MSTIC, VULCAN). Highest batting average in the portfolio. - Surprise level: MEDIUM — expected active; full commercial product status is stronger than expected

Coverage¶

~173 projects / 430 total = ~40%
Page 2 audit complete — no hidden major clusters
Industry: effectively complete for completed projects (103/103 identified, 80-85% fully investigated)
NASA Centers: ~74/74 identified (most covered in Sessions 11-12)
Academia: ~20/133 deep-investigated (~15%); 113 remain

What's next¶

Session 15 options: 1. More academia sampling — 113 remaining, likely lower average infusion rate (~5%); but radically different technology areas (biomedical, materials, sensors) 2. Active project sampling — 51 active FO projects; some may have recent outcomes (esp. if started 2022-2024) 3. Read documents for orgs with library items not yet read (several have images/PDFs) 4. Cross-cutting analysis — what fraction of confirmed mission infusions were preceded by two FO projects (like NDL)? Are there other dual-FO arcs?

Highest priority: Active project sampling (#2) + targeted academia sampling for high-view projects (#1)

Session 13 — 2026-04-06¶

What I did¶

Read KB index, log, portfolio tracker (~143 projects, ~33% coverage entering session)
Queried all 357 FO completed projects; parsed academia subset (83 projects on page 1 alone)
Deep-investigated 20 academia projects via batch TechPort fetch + parallel web searches
Investigated Exo-Brake [91382] via web search (TechEdSat arc, post-2020 missions)
Created 4 new org pages: msu-radpc.md, exo-brake.md, uc-berkeley-spacecal.md, uc-davis-hdd-wheels.md
Added Session 13 block (~20 projects) to portfolio tracker
Added new Archetype 14 ("Flight-Qualified Technology Awaiting Mission") to archetypes.md
Updated archetype distribution table (163 projects, 14 archetypes)
Added 5 new entries to linkages-fo.json (RadPC, Exo-Brake, SpaceCAL, A-LiST, placeholder)
Added Session 13 findings (72–79) to index.md
Updated index.md coverage to ~163 projects, 79+ orgs, 14 archetypes

What I found¶

Montana State RadPC [91411] — Best academic FO arc in the portfolio: - Pre-query expectation: Montana State probably had a CubeSat mission at some point, given ISS research explorer library links - Actual: FO TRL 5→7 (2013-2017) → RTcMISS ISS deployment Dec 2016 (HTV-6) → RadSat-g CubeSat Jul 2018 → RadSat-u Feb 2020 → Resilient Computing spinoff ~2020 → $1.6M NASA CLPS → Firefly Blue Ghost lunar landing March 2, 2025 (TRL 9) - This is the only confirmed TRL 9 academic FO project in the portfolio - Pattern: FO was the early validation bridge; the full arc spans multiple programs (FO → ELaNa CubeSats → CLPS) and took 12 years from FO start to TRL 9 - Key PI attribute: Brock LaMeres had business development instincts (founded spinoff, competed for CLPS) that most academic PIs lack - Surprise level: HIGH — expected ISS use, not lunar surface TRL 9

Exo-Brake [91382] — Archetype 14 exemplar: - Pre-query expectation: TRL 8 suggests either mission infusion or active maturation - Actual: TRL 8 achieved through FO + 4 post-FO missions (TES-7/10/13/15, 2020-2022). TES-7 (Virgin Orbit Jan 2021) produced 87% orbital lifetime reduction from 500 km. But controlled sample recovery never demonstrated. Program wound down ~2022; Murbach shifted to unrelated deep-space PNT project. No mission infusion. - This motivated new Archetype 14: "Flight-Qualified Technology Awaiting Mission" — distinct from dead ends (which stall at TRL 4-5) because the technology works at TRL 8, but lacks a downstream mission pulling it forward - Other Archetype 14 examples: Texas A&M Variable Radiator [91339], Sierra Nevada ZGMMD [71984]

UC Berkeley SpaceCAL [106639] — Active ISS bioprinting pipeline: - TRL 4→7, 2021-2025; multiple parabolic flights + Virgin Galactic 07 Jun 2024 - Key finding: microgravity makes CAL print better (buoyancy-driven convection disappears) - LLNL/Space Tango won NASA InSPA award (part of ~$21M pool, Apr 2022) to adapt CAL for ISS cartilage bioprinting ("Replicator") - Co-I Tracie Prater (NASA Marshall) = direct pipeline to NASA's in-space manufacturing program - Surprise level: MEDIUM — expected some follow-on; didn't expect ISS bioprinting via LLNL/Space Tango already funded

UC Davis HDD Reaction Wheels [106659] — Open-source technology diffusion: - PI: Stephen Robinson (NASA astronaut, 4 spaceflights) — strongest PI credential in the academia cohort - TRL 4→7, 2020-2023; two parabolic campaigns - Technology openly shared; Cornell independently adopted for "Sailing to the Stars" 1U ISS CubeSat (Crew-11, 2025) - REALOP CubeSat (UC Davis ELaNa) pending 2026 launch - New mechanism: Open-source academic technology diffusing through university CubeSat ecosystem without commercialization or licensing

A-LiST [145001] — TechLeap connection: - USF won $500K TechLeap Nighttime Precision Landing Challenge; flew Astrobotic Xodiac Aug 10, 2024 - Critical cross-connection: All three TechLeap NPL winners are FO portfolio projects: A-LiST [145001], LITTLE OWL [145009] (already in KB), MoonFALL [145008] — all in the FO tracker - This confirms TechLeap as a structured follow-on funding mechanism after FO

MoonFALL [145008] (Cal Poly Pomona Bronco Space) — retroactive discovery: - Already in tracker as 3377-view, 0-outcome project - Now confirmed: TechLeap NPL winner; flew Oct 5, 2024 on Astrobotic Xodiac; ~$500K prize - Shows the tracker's "high views, zero outcomes" tier has hidden winners

COLLIDE [91331] + Q-PACE — death of a program: - NanoRocks ISS experiment ran 18 months (2014-2016, 158 videos); sticking/bouncing transition confirmed - Q-PACE 3U CubeSat (ELaNa) lost on orbit Jan 2021 — never established contact, no science data - PI Josh Colwell appointed Dean of UCF College of Sciences (March 27, 2026) — leadership transition ends the program's regolith flight R&D

Academia base rate (first 20): - 1/20 confirmed mission infusion (5%) — RadPC - 2/20 active ISS/commercial pipeline (10%) — SpaceCAL, A-LiST TechLeap - 1/20 open-source tech spread (5%) — HDD wheels → Cornell - 4/20 productive research (papers, ISS follow-on, clinical) (20%) - ~12/20 no downstream found (60%) - Key differentiator for success: PI with deployment plan from start (RadPC → CubeSat deployer access) OR entry into a competition (TechLeap)

Coverage¶

~163 projects / 430 total = ~38%
All JPL (18/18), all JHU/APL (10/10), all industry-led completed (56/56), all NASA Center FO projects (~74/74)
Academia: 20/133 deep-investigated (first sample)
Remaining: ~113 more academia projects

What's next¶

Session 14 options: 1. More academia sampling — 113 remaining academia projects; broaden the sample (especially Purdue cryogenics cluster and university biomedical projects) 2. USASpending lookups for academia companies that spun out (Resilient Computing, CubeSounder/ASU startup?) 3. FO page 2 query — get the remaining 157 completed FO projects (offset 200) to ensure we haven't missed any academia projects from page 2 4. TechLeap connection deep-dive — map all TechLeap NPL projects to FO portfolio entries (3 confirmed; are there more?) 5. Active project sampling — 51 active FO projects, some may have completed since April 2026 snapshot

Highest priority: FO page 2 (#3) + continued academia sampling (#1) — ensures no significant projects are missed.

Session 12 — 2026-04-06¶

What I did¶

Read KB index, log, and portfolio tracker (118 projects, 27.4% coverage entering session)
Fetched all NASA Center FO projects across 8 centers: LaRC (2), Ames (21), Goddard (7), Marshall (7), JSC (8), Glenn (13), KSC (10), Armstrong (6) = 74 total
Batch-fetched full details for 15 high-signal projects: 91382, 91358, 91425, 106705, 106586, 12177, 12184, 155248, 145010, 91427, 106628, 91346, 155241, 155257, 145003
Batch-fetched secondary batch: 91590, 106668, 93976, 91405, 93852, 91412, 106580, 155250, 91393, 93961, 106612
Created 2 new org pages: ksc-afts.md, grc-cryogenic-power.md
Added ~74 NASA Center projects to tracker DONE section (main table + dead ends list)
Added 2 new archetypes (#12 and #13) to archetypes.md
Updated distribution table in archetypes.md (86→~143 projects, 11→13 archetypes)
Added Session 12 findings (66–71) to index.md
Updated index.md coverage, archetype count, org pages count
Updated fo-portfolio-tracker.md last-updated date

What I found¶

KSC AFTS [106586] → Rocket Lab first US launch (new archetype): - Pre-query expectation: NASA Center FO projects would have high mission infusion rate (~40-60%) - Actual for AFTS: TRL4→6, range safety system; KSC TTQ tech transfer award; Rocket Lab adopted for first US Electron launch at LC-2 Wallops, December 2020; 3,449 views - New archetype 12: "Government Center → Commercial Launch Infrastructure" — AFTS is the clearest example of a NASA center developing safety technology that enables the entire commercial launch industry at a specific range - Different from archetype 2 (Gov Tech → License → Mission): the output enables operations, not mission payloads

GRC RF mass gauge arc [12177, 91405] → RRM3 + Perseverance CFM: - Two sequential FO projects (2011–2020) by PI Gregory Zimmerli - [12177] Advanced To ×2 (2013, 2020) — the 2020 outcome coincides with RRM3 conclusion - Document links explicitly to RRM3 overview and Perseverance CFM analysis PDF - This is the only confirmed case in the portfolio where one FO technology arc fed two distinct downstream mission programs

GRC FSP thermal arc [12184, 93976] — PI Marc Gibson: - Both projects explicitly name Fission Power Systems in descriptions - PI Gibson = GRC's FSP development lead (appears in fission-surface-power.md) - FO provided the reduced-gravity heat pipe and heat spreader data needed for FSP radiator qualification - Confirms: FSP supply chain runs through FO (not just SBIR as previously documented)

Wet Lab 2 [91358] — TRL 9 = ISS deployed (new archetype instance): - TRL 5→9 in 3 years (2013–2016), PI Macarena Parra - ISS Space Station Research Explorer entry #7683 confirms operational deployment - In-orbit gene expression + bacterial identification — used by multiple ISS investigators - New archetype 13: "NASA Center ISS/FO Infrastructure" — tools built by centers that become ISS capabilities or FO program infrastructure

SFEM trilogy [91425, 93961, 106612] — FO program's own instrumentation: - Three versions across three centers (Ames, JSC, Armstrong), 2010–2021 - TRL 4→9 (SFEM-1) → 4→7 (SFEM-2) → 5→6 (SFEM-3) - The FO program invested in characterizing its own vehicles — program self-instrumentation - Example of archetype 13

NASA Center base rate (surveyed ~74 projects): - Confirmed/strong downstream: ~8-10 projects (~11-14%) - Active maturation (SPLICE, SEADS, TAG): ~3 projects (~4%) - Fundamental research / data-gathering: ~30 projects (~40%) - TRL stagnation / dead ends: ~30 projects (~40%) - Lower than pre-query expectation (40-60%) because many NASA Center FO projects are fundamental research, not technology maturation toward deployment - All successful outcomes flow to NASA programs (no commercial spinoffs, no acquisitions)

KSC Lunar ISRU cluster (6 projects, no mission connections): - [106668, 106738, 106724, 106745, 106723, 106744]: all TRL 4→6, all "research maturation" - KSC systematically characterizing lunar surface behavior (dust transport, regolith flow, propellant gauging) at 1/6 g - None have confirmed mission connections — pre-competitive data collection for Artemis ISRU planning

MSFC ODME cluster: - SEADS [155248]: active through April 30, 2026; Intel/Fujifilm/TEL/Axiom Space; TRL 4→6 target; ISS deployment 2024–2025 - ODME Toolplate [145010]: TRL 4→4 (no advance) — dead end for this component - ODME EHD [155241]: TRL 5→5 (no advance) — dead end for EHD printer specifically

Coverage¶

~143 projects / 430 total = ~33%
All JPL (18/18), all completed JHU/APL (10/10)
All industry-led completed (56/56)
All NASA Center FO projects surveyed (~74/74) — though many at low depth for "dead end" tier
Remaining: Academia (133 uninvestigated), ~15 non-JPL/JHU non-Draper FFRDC

What's next¶

Session 13 options: 1. Academia sample — 133 projects, only 1 deep-investigated (Harvard wildfire); sample 15-20 to build base rate; expect lower mission infusion but higher publication/clinical impact 2. Exo-Brake [91382] deep-dive — TRL 3→8 (highest gain in NASA Center cohort), PI Marc Murbach, SOAREX-8; no outcome records but TRL 8 = flight-qualified; what is the downstream? 3. Active project check — 51 active FO projects; filter for ones that may have completed since the April 2026 snapshot 4. Outcome distribution update — refresh the table at bottom of tracker with Sessions 1-12 data (now ~143 projects) 5. Remaining FFRDC — ~15 non-JPL/JHU non-Draper FFRDC projects (Aerospace Corp already done, RAND?, others)

Highest priority: Academia sample (#1) — covers the largest uninvestigated cohort. The Exo-Brake open thread (#2) is also high-value given the surprising TRL gain.

Session 11 — 2026-04-06¶

What I did¶

Read KB index, log, and portfolio tracker (93 projects, 21.6% coverage entering session)
Fetched all 18 JPL FO projects and 13 JHU/APL FO projects from TechPort
Batch-fetched full details for 7 JHU/APL projects (JANUS arc + IRIS + thermal switch) and 7 JPL projects (Gecko, SPARTA, Micro Sun Sensor, CSSR, μTitan, Dual Rasp, hopping robots)
Batch-fetched remaining 12 JPL projects (BioSleeve I/II, microspine drill, SPECTRE 2, SHS spectrometer, FORGE, hopping robots, MADS, SDIRP) and 3 JHU/APL (vestibulo-ocular, VEMPs, SDIRP)
Parallel web searches: SELINE CLPS 2028, Gecko Gripper OnRobot/ISS, SPARTA Artemis/LTV, JHU APL Todd Smith JANUS, Drew Turner SELINE, Prox-1 micro sun sensor, SPARTA LTV, IRIS Hibbitts
USASpending lookup: JHU APL SELINE (too recent, no contracts yet)
Created 4 new org pages: jhuapl-janus-seline.md, jpl-gecko-gripper.md, jpl-sparta.md, jpl-micro-sun-sensor.md
Added 25 new rows to portfolio tracker (P3 FFRDC section: 9 JHU/APL + 16 JPL)
Added 5 new entries to linkages-fo.json (3 confirmed mission infusion, 1 commercial spinoff, 1 iss demo)
Updated index.md (4 new table rows, Session 11 findings 61–65, counts updated to 118)
Updated log.md (this entry)

What I found¶

JHU/APL JANUS → SELINE [91355, 91597, 106633, 106720]: - Todd Smith built the JANUS external payload accommodation platform through [91355] (TRL4→7) + [91597] (TRL5→8) — foundational sRLV environment characterization (2013–2022) - [106633] (JANUS 3.0, 2017–2025, TRL4→6) added external access; flew aerogel collectors at 80-100 km - [106720] (Europa Clipper PIMS tech, 2019–2025, TRL5→7): Joseph Westlake (PIMS PI, Europa Clipper) + Abigail Rymer as co-Is flew PIMS Faraday cups + JANUS for lunar radiation characterization - SELINE selected Jan 21, 2026 by NASA for CLPS delivery 2028. PI: Drew Turner (JHU APL heliophysicist; PIMS investigation scientist for Europa Clipper). Co-I: Konstantin Herbst (Univ. of Oslo). Partners: UC Berkeley + NASA JSC/KBR. ~$9M - FO closed April 2025; SELINE selected 9 months later — nearly direct transfer - SELINE will be the first systematic lunar surface radiation dataset for crew safety

JHU/APL IRIS arc [106661, 106676]: - Charles Hibbitts (deputy PI for Europa Clipper MISE) ran parallel IRIS UV+Vis-SWIR spectrometer FO projects - [106676] (TRL6→7) flew iSTART space object detection + atmospheric sensing - Pattern: APL Europe Clipper instrument PIs use FO as test range (PIMS→SELINE; MISE→IRIS) - New undocumented archetype: "Deep Space Instrument Test Range"

JPL Gecko Gripper [91341]: - FO: TRL5→6 (2014–2016). ISS Astrobee demo April 2021 (Rubins + Glover). - Commercial: OnRobot Gecko Gripper (Perception Robotics → OnRobot merger 2018). NASA Spinoff. - TechPort hyperlinks directly to commercial product and ISS demo — JPL tracked the spinoff. - Phoenix Gecko Gripper active R&D for orbital debris capture.

JPL Micro Sun Sensor [12284]: - TRL5→6 (2012–2015). Delivered to Georgia Tech 2015. - Flew on Prox-1, Falcon Heavy STP-2, June 25, 2019. TechPort links to Prox-1 NSSDC entry. - Pattern: JPL-qualified sensors rejected by flagship missions flow to student satellites via FO validation.

JPL SPARTA [106611, 106730]: - Regolith geotechnical instrument. Two FO projects (parabolic + New Shepard). TRL4→6. - LPSC 2025 abstract active. Kris Zacny (Honeybee) co-PI on [106730]. - NOT selected for Artemis IV (DUSTER + SPSS selected) or Artemis LTV (AVIRIS selected). - Still maturing — no mission host confirmed.

JPL dead ends / research only: - [91666] thermal switch (4→4, dead end) - [12278] MADS (canceled, 4→4, dead end) - [91415] SDIRP (canceled, 4→4; Hemmati co-I went on to DSOC via other path) - [91321] VEMPs (canceled, 4→4) - [106605] spatial heterodyne spectrometer (4→4, no TRL gain in 5 years) - [72023, 106691] BioSleeve I+II (4→5, gesture control, no deployment found) - [89318] CSSR BiBlade (5→6, comet return, not on near-term roadmap) - [106619] μTitan (4→6, Venkateswaran co-I, ISS candidate but no confirmed flight) - [106618] Dual Rasp (4→6, Enceladus sampling, >10 year horizon) - [106690] SPECTRE 2 (4→5, flux-pinned interface, no host mission) - [91670] Microspine Drill (4→5, ARM canceled, active R&D only) - [91352] Hopping robots (4→5, small body mobility, no near-term mission) - [106739] FORGE microfluidics (4→6, life detection chemistry, no confirmed mission)

Coverage¶

118 projects / 430 total = 27.4%
100% of JPL FO projects (18/18)
100% of completed JHU/APL FO projects (10/10 completed; 3 active not assessed)
JHU/APL mission infusion rate: 5/10 completed = 50% — highest org-type rate in portfolio
JPL mission infusion rate (confirmed): 4/18 (~22%) — comparable to industry base rate, but larger fraction still in research maturation pipeline

What's next¶

Session 12 options: 1. NASA Center cluster — 69 NASA Center-led FO projects uninvestigated; likely many have mission connections via in-house technology 2. Remaining FFRDC — ~15 non-JPL/JHU non-Draper FFRDC projects (Aerospace Corp x2, RAND, etc.) 3. Academia sample — 133 academia projects (1 investigated); sample 15-20 to build base rate 4. Active projects check — 51 active FO projects; check completion status (some 2021-2026 projects may now be completed) 5. Outcome distribution update — refresh the table at bottom of tracker with Sessions 1-11 data 6. JPL 106739 FORGE document read — microfluidics FO project completed 2025; may have library items worth reading for life detection angle

Session 10 — 2026-04-06¶

What I did¶

Read KB index, log, and portfolio tracker (82 projects, 19.1% coverage entering session)
Fetched all 357 completed FO projects, parsed org types: 133 Academia, 69 NASA Center, 25 FFRDC/UARC, 103 Industry, 14 Non-Profit, 12 Other US Gov
Selected top P3 candidates: academia by TRL gain, FFRDC by known mission lineage
Batch-fetched 12 top academia projects (12272, 91418, 106659, 155261, 91363, 12257, 91620, 106601, 14153, 106637, 106631, 91339)
Batch-fetched 10 FFRDC/Non-Profit projects (106739, 106720, 91344, 106661, 91597, 106585, 12186, 106613, 91418, 12272)
Parallel web searches: G-FOLD/Mars 2020, Draper DMEN/CP-12, JHU APL VACNT/RAVAN, Harvard wildfire/Keutsch, Purdue FEMTA
USASpending lookup: Draper Laboratory (confirmed $56.93M CP-12 contract 80JSC022F0174)
Created 5 new org pages: jpl-precision-landing, draper-precision-landing, jhuapl-vacnt-ravan, harvard-wildfire-smoke
Created 1 new synthesis page: archetypes.md (11 archetypes, base rates, 3 conditions for success, NDL Principle)
Added 7 new rows to portfolio tracker (P3 section)
Added 5 new entries to linkages-fo.json (3 confirmed mission infusion, 1 planned, 1 near-operational)
Updated index.md (5 new table rows, archetypes link, Session 10 findings 55–60, counts updated to 93)
Updated log.md (this entry)

What I found¶

JPL G-FOLD [12272] + FOALS [91418]: FO → Mars 2020 Perseverance - G-FOLD (Behcet Acikmese/JPL, convex optimization guidance): FO tested on Masten Xombie Sep 2013 → TRL 3→5 - FOALS (Andrew Johnson/JPL, integrated LVS = TRN + G-FOLD): FO tested Dec 2014 on Masten Xombie → TRL 4→6 - Mars 2020 Perseverance flew the Lander Vision System incorporating both capabilities - February 18, 2021: landed within 5 meters of target in Jezero Crater - NASA/JPL explicitly credit ADAPT (FO campaign) as validation that greenlighted Mars 2020 inclusion - Highest-impact planetary mission infusion in the FO portfolio

Draper GENIE/TRN/DMEN [12186, 106585, 106613] → CP-12 CLPS ($57M) - 3 sequential FO projects over 14 years (2011–2025) - GENIE → TRN (New Shepard flight) → DMEN (Xodiac VTVL, fall 2024) → TRL 4→6 - CP-12 contract: 80JSC022F0174, $56.93M (2022–2026), lunar far-side lander ~2026 - Team Draper: ispace US, General Atomics, Systima/Karman; $7.7M additional to ispace March 2025 - Longest confirmed FO maturation arc in the portfolio (14 years) - Draper is the first FO non-profit to become a prime CLPS contractor

JHU/APL VACNT [91344] → RAVAN CubeSat (launched Nov 2016) - VACNT absorbers: blackest known material, flat UV-to-FIR spectral response - FO suborbital flight (~2013–2014): TRL 3→7 (confirmed via NASA Science Technology Highlights) - RAVAN 3U CubeSat: launched Atlas V rideshare Nov 2016; 20+ months Earth radiation data - 2019 paper in Remote Sensing (PMC6544159) - Pathfinder for future constellation measuring Earth radiation imbalance (~1 W/m²)

Harvard wildfire smoke [155261] → controlled burn flight Apr 2025 - PI Frank Keutsch; 3-sensor system: Harvard smoke aerosol + Xiomas TBIRD thermal + NASA Ames NephEx - Aerostar balloon at 15–20 km; real-time satellite relay - April 23, 2025 flight over controlled burns: measured FRP + smoke plumes - Published Harvard SEAS August and December 2025 - Application: real-time community wildfire warnings - TRL 4→7 genuinely earned (operational scenario over actual fires)

Archetypes synthesis: 11 archetypes codified - Middle-Step Bridge (9%), Gov Tech→License→Mission (2%), Validation Service (9%), Startup Formation (6%), Sequential FFRDC→Mission (5%), FFRDC Data Gap Closure (7%), Acquisition Target (6%), Software Pivot (2%), Proof of Concept Only (21%), Academia→Earth Science (6%), Platform Extends Product Line (5%) - Three conditions for success: Pull not push; Institutional accountability; Irreplaceable validation - NDL Principle: tail distribution justifies FO on expected value — one NDL-like outcome outweighs many null results - P3 base rate sample: 4/4 positive (selection bias; true FFRDC base rate likely 40–60%)

Coverage¶

93 projects / 430 total = 21.6%
All 56 industry-led completed: 100%
P3 FFRDC/Non-Profit sampled: 7/25 (~28%)
P3 Academia sampled: 1/133 (<1%)
Archetypes synthesis: complete (11 archetypes, 86-project evidence base)

What's next¶

Session 11 options: 1. P3 full FFRDC sweep — investigate all 25 FFRDC/UARC projects to get true FFRDC base rate 2. JPL cluster — 13 JPL projects remaining; many are precision landing / ISRU / asteroid sampling with likely mission infusion 3. JHU/APL cluster — 8 APL projects (JANUS, IRIS, environment monitoring); Todd Smith's lab has a long FO relationship 4. Outcome category distribution update — refresh the table at end of tracker with Session 7–10 data 5. Public KB website prep — archetypes.md is website-quality content; consider publishing

Session 9 — 2026-04-06¶

What I did¶

Read KB index, log, and portfolio tracker (70 projects, 16.3% coverage entering session)
Queried all 357 completed FO projects; extracted 56 industry-led via Python cross-reference
Identified 12 uninvestigated industry-led completed projects
Batch-fetched all 12 via TechPort API
Triaged: 3 high-signal (Giner, Aerospace Corp, Mudawar), 4 add-to-existing (Airborne II, Orbital Medicine II, Busek II, Honeybee H-BEE), 5 dead ends
Parallel USASpending lookups: Giner Inc. (pages 1-2), Mudawar Thermal Systems
Parallel web searches: Giner NFTFC microgravity, Aerospace Corp cryogenics Artemis, Mudawar pool boiling 2025
Follow-up web search: Darr Aerospace Corp publication (confirmed npj Microgravity July 2025), Giner FO TechFlights selection
Created 3 new org pages: giner-inc, aerospace-corp-cryogenics, mudawar-thermal
Updated 4 existing pages: airborne-systems (GPHAR II section), orbital-medicine (71978 resolved as EMMSD), busek-company (91635 1U CubeSat section), honeybee-poccet (H-BEE section)
Added 12 new DONE rows to portfolio tracker; updated tracker queue note
Added 8 new entries to linkages-fo.json (3 with downstream links, 5 with empty downstream)
Updated index.md (3 new table rows, Session 9 findings 50–55, counts updated to 82)
Updated log.md (this entry)

What I found¶

Giner Inc. [155244]: Established electrochemical firm validates lunar fuel cell subsystem - 50-year-old R&D company; fuel cells, electrolyzers, sensors - FO tested Non-Flow-Through Fuel Cell gas-liquid separator on ZERO-G G-Force One (Oct flights) - Key separator function: passive water removal from fuel cell without excess reactant flow - NASA SBIR Phase III RFC 2 kW Project: $931.3K (80NSSC25C0452, Aug 2025) — 3 months after FO - Technology targets 14-day lunar night power (354 hours) for Artemis - Total Giner NASA portfolio: ~$7.6M+ across fuel cells, batteries, sensors - Archetype: Established R&D firm uses FO to validate subsystem → next-phase funding

Aerospace Corporation [106642]: FFRDC fills cryogenic propellant data gap - 4.5-year project, 19 parabolic flight cases, helium subsurface pressurization (HSP) in reduced gravity - PI Samuel Darr + co-I Jason Hartwig (NASA Glenn — key Artemis cryogenics expert) - Publication: npj Microgravity (Nature), July 15, 2025, DOI 10.1038/s41526-025-00504-w - FFRDC output = authoritative scientific data for mission design, not a commercial product - Aerospace Corp already contributes to Artemis (ICPS GNC V&V for Artemis II) - Archetype: FFRDC closes fundamental physics data gap for Artemis propellant management

Mudawar Thermal Systems [184140]: 1-month FO yields immediate Phase III - 1-month project (September 2025 only), TRL 3→4 - Issam Mudawar (Purdue, 400+ publications, FBCE ISS experiment leader) as co-I - STTR Phase III started April 15, 2026 ($366.6K, 80NSSC26C0007) — 7 months after FO - Research feeds Mars ISRU cryogenic processing and Artemis propellant handling - 2025 IJHMT papers already published using the data - Archetype: Academic investigator uses FO for single missing reduced-gravity data point

5 dead ends confirmed: - Qascom [106593]: Italian GPS company, 8 months, no description, TRL 4→5 - DTM Technologies [12189]: Italian nanoparticle monitor, TRL 4→4, zero gain - Jackson & Tull [12262]: SSCO-contracted flexible fuel hose study, TRL 4→5 - HNU Photonics [94018]: BioChip microfluidic imager, TRL 4→4, zero gain, COVID timing - Makel Engineering [94167]: Food spatter in reduced gravity, TRL 4→5, no visible deployment

4 existing page updates: - Airborne Systems: GPHAR II [93997] added — same company, extends JPADS altitude further - Orbital Medicine: [71978] resolved as the Blue Origin New Shepard flight (EMMSD Dec 2017) - Busek: [91635] 1U CubeSat green propellant system — second zero-TRL-gain FO project - Honeybee: H-BEE [106632] — third Honeybee/Blue Origin FO project; honey-as-molten-regolith physics

Key patterns¶

Industry-led completed portfolio is now fully investigated (56 projects).

Session 9 base rate (12 projects): 3 positive (Giner, Aerospace Corp, Mudawar) + 4 adds-to-existing + 5 dead ends = 25% genuine positive outcomes. Consistent with Sessions 5-8 range.

New archetype confirmed: FFRDC data gap closure. Aerospace Corp [106642] is the first clear FFRDC case where FO produces a peer-reviewed Nature publication that fills a documented Artemis data gap. No commercial outcome possible (FFRDC), but the knowledge output is directly mission-enabling.

Speed of Phase III trigger: Mudawar [184140] took 7 months from FO flight to Phase III award start. Giner [155244] took 3 months. Both are unusually fast — suggests NASA program managers were waiting for exactly this microgravity validation data to justify next-phase funding.

Coverage¶

82 projects / 430 total = 19.1%
All 56 industry-led completed FO projects: 100% coverage
Remaining uninvestigated: Academia/FFRDC completed (non-industry), plus some active/canceled

What's next¶

Session 10 options: 1. P3 sampling — 10-15 academia/FFRDC completed projects; compare base rates 2. Archetypes synthesis page — consolidate 9 archetypes with evidence and base rates 3. Linkages audit — ensure all new entries are properly cross-referenced 4. Active project check — [106719] Astrobotic LiDAR may now be complete

Session 8 — 2026-04-06¶

What I did¶

Read KB index, log, and portfolio tracker to establish current state (61 projects, 14.2% coverage)
Identified 9 Session 8 candidates from tracker: Airborne Systems [91422], Mayo Clinic [106717], Masten DRAG FLAPs [91345], Night Crew Labs [106714], Honeybee ASSET [106621], Paragon COSMIC [155245], CisLunar Industries [158519], Sierra Lobo MLA [158680], Vital Space Team [12203]
Batch-fetched all 9 projects via TechPort API
Parallel USASpending lookups: Airborne Systems, Night Crew Labs, Paragon, CisLunar, Sierra Lobo
Parallel web searches: Night Crew Labs GNSS-RO, Vital Space/Komatireddy, Mayo Clinic ATOM, CisLunar, Airborne Systems JPADS
Follow-up web searches: Mayo Clinic/Zubair stem cells, Paragon COSMIC ISS/Artemis, Honeybee ASSET/Blue Origin, Sierra Lobo MLA
Created 6 new org pages: airborne-systems, mayo-clinic-atom, night-crew-labs, paragon-cosmic, cislunar-industries, sierra-lobo-mla, vital-space-team (7 new)
Updated 2 existing pages: honeybee-poccet (added ASSET section), masten-space-systems (added DRAG FLAPs section)
Updated portfolio tracker (61→70 projects, 14.2%→16.3%), index (9 new table rows + Session 8 findings), log

What I found¶

Airborne Systems [91422]: Large contractor uses FO to extend product line - Already the world's dominant JPADS (guided precision airdrop) manufacturer with $300M+ DoD contracts - FO project extended JPADS to 50,000+ ft — nearly tripling crossrange capability - Also provides Orion crew capsule parachutes: $13.57M NASA LaRC contract (80LARC22CA008, 2022-2027) - FO was a qualification test for a product extension, not a company-enabling event - New archetype documented: "Large established contractor extends existing product line via FO"

Paragon Space Development [155245]: ISS life support incumbent extends franchise - COSMIC separates condensate from air, feeds ISS Water Processing Assembly (WPA) - Paragon already manufactures/maintains the downstream Brine Processor Assembly (BPA) on ISS (active contracts 2025-2027) - Paragon is Artemis HALO module life support team — COSMIC has natural Gateway/Artemis path - Deployment: TRL4→5 is modest, but institutional path is clear; ISS deployment likely 2027-2029 - Paragon NASA portfolio: $30M+ visible; total ongoing relationship much larger

CisLunar Industries [158519]: Pre-commercial startup with smart DoD revenue bridge - FO parabolic tests were precursor to ISS National Lab flight experiment (planned 2025) - Key insight: AFRL contracts ($1.7M + $1.9M) are for "metal propellant from recycled metal" — near-term DoD application that bridges to civilian ISRU market - DARPA LunA-10 study contract (lunar architecture) validates them as serious player - Astroscale partnership: credible debris-as-feedstock pipeline (Astroscale is debris remediation leader) - PickNik Robotics partnership: addresses manipulation side of in-space processing - $1M investment (July 2025) is modest but real. Total tracked: ~$6M contracts.

Night Crew Labs [106714]: Market timing failure - AIRO miniature GNSS-RO sensor technically works, tested on balloon/aircraft platforms - TRL5→6 achieved; AGU 2022 paper published - But: Spire/GeoOptics/PlanetiQ captured commercial GNSS-RO market via satellite constellations - Only NOAA SBIRs ($519K); no follow-on visible; company appears dormant - New dead-end subtype: "technology works, market captured by competing approach"

Vital Space Team [12203]: PI pivot story - Non-invasive physiologic monitoring for suborbital passengers, 2012-2015 - PI Ravi Komatireddy now runs Daytona Health Inc. and previously Motiv Labs — consumer digital health - Suborbital tourism market didn't materialize at expected scale; PI pivoted to much larger consumer wellness market - No aerospace follow-on contracts. "Vital Space Team" may not have been a legal entity.

Honeybee ASSET [106621]: Blue Origin subsidiary achieves TRL advance - Unlike POCCET (TRL 5→5 stagnation) and Blue Origin LiDAR (TRL 4→4 stagnation), ASSET achieved TRL5→6 - Kris Zacny (PI on both POCCET and ASSET) — same investigator, two different outcomes within same company - Firefly contracted Honeybee for Gruithuisen Domes lunar rover (March 2025) — ASSET feeds this portfolio - Blue Origin explicitly describes "space mining robots" as part of Exploration Systems

Mayo Clinic ATOM [106717]: Enabling device for productive space biology program - 5-year project (2019-2024), TRL4→6, time-resolved biological sampling during suborbital flight - Co-I Abba Zubair has NASA Exceptional Scientific Achievement Medal for ISS stem cell clinical applicability - Zubair's ISS stem cell program sent experiments in 2017, 2020, 2022, 2024; human mesenchymal stem cells show enhanced immune-controlling ability in microgravity - ATOM provides suborbital sampling layer that complements ISS sustained microgravity experiments - Outcome: research/clinical archetype; adds to pattern of FO enabling academic research programs

Masten DRAG FLAPs [91345]: Minor dead end - 1-year project (2016-2017), TRL4→5; date anomaly on outcome record (same class as MSNW/SVSC) - Masten bankrupt 2022; DRAG FLAPs not mentioned in Astrobotic acquisition - Secondary aerodynamic concept, superseded by Masten's thrust-vector VTVL focus - Added as section in masten-space-systems.md (not a separate page)

Sierra Lobo MLA [158680]: Engineering services → ISS product - $700M+ NASA/DoD testing/operations contractor; operates ISS Microgravity Science Glovebox - MLA is compact robot for sample prep — product extension within existing ISS operations relationship - TRL5→6 completed Dec 2025 (very recent); too early for downstream contracts - Ou Ma (U Cincinnati) as co-I brings robotics rigor

Key patterns¶

Session 8 base rate (9 projects): ~3-4 genuine positive outcomes out of 9 (33-44%) - Higher than Sessions 5-7 estimate (17-22%), but partly because Session 8 included more large established contractors (Airborne, Paragon, Sierra Lobo) where post-FO contracts exist independent of FO causality

New archetypes added: - Large established contractor extends existing product line via FO (Airborne Systems) - ISS/Artemis incumbent extends franchise (Paragon COSMIC) - Market timing failure — technology works, competing approach won (Night Crew Labs) - Pre-commercial startup with DoD revenue bridge (CisLunar)

Attribution discipline: For companies like Airborne Systems ($300M+ DoD) and Sierra Lobo ($700M+ NASA), the dollar figures in the tracker are pre-existing portfolio totals. FO's causal contribution is narrow (specific product extension), not the portfolio-creating event.

Coverage¶

70 projects / 430 total = 16.3%
~11 uninvestigated industry-led completed projects remain in P2

What's next¶

Session 9 should: 1. Query remaining P2 industry-led completed projects (need fresh batch query to identify ~11 remaining) 2. Consider pivoting to P3 (academic/FFRDC) for representative sampling — the pattern may have stabilized 3. Start synthesis work: a cross-cutting topics page on "archetypes of FO success/failure" would consolidate the patterns

Session 7 — 2026-04-06¶

What I did¶

Fetched [106719] Astrobotic LiDAR, [184149] Guinn Partners IMPRESS, [184152] SpaceWorks SEI (active projects — noted, not deep-investigated)
Identified 31 uninvestigated industry-led completed FO projects from a full 357-project Completed FO query
Batch-fetched 10 new projects: [158499] Protoinnovations, [89360] SET ARMAS-Hi, [155254] Made in Space MSTIC, [106722] Space Foundry, [106740] HeetShield, [106653] Teledyne Energy, [106657] IMEC Electrophysiology, [158702] Creare Freeze-Tolerant Radiator, [106694] Space Lab Technologies, [106717] Mayo Clinic ATOM
Parallel web searches: Protoinnovations VIPER, Space Foundry NASA Spinoff, HeetShield HIAD, Space Lab Technologies, Teledyne HEPS New Shepard, IMEC electrophysiology, Made in Space MSTIC ISS
USASpending lookups: Protoinnovations, Space Foundry, HeetShield (none), Space Lab Technologies, Teledyne Energy Systems, Creare (recent awards)
Created 6 new org pages: protoinnovations, teledyne-energy, space-foundry, space-lab-technologies, imec-usa-neuropixels, heetshield
Updated 3 existing pages: made-in-space (added MSTIC third project), set-armas (added [89360] to project chain), creare-lad (added [158702] + new 2025 contracts, total updated to $60M+)
Updated portfolio tracker (50→61 projects, 11.6%→14.2%), linkages JSON (12 new entries), index (Session 7 findings + new table rows), log

What I found¶

Made in Space MSTIC [155254]: MAJOR FIND — Third FO project → ISS deployment - FO parabolic tests (TRL4→6, 2023-2026) validated PVD/CVD semiconductor thin-film deposition in microgravity - MSTIC facility launched on NG-20 (February 2024) → manufactured 18 thin-film samples on ISS - Improved crystal microstructure confirmed — consistent with other microgravity crystal growth research - Redwire now targeting global semiconductor market; 30,000 sq ft Indiana facility announced 2024 - This is the second clean FO → ISS infusion pipeline for Made in Space (after FDM 3D printing [91394])

Protoinnovations [158499]: Academic spinoff = NASA's commercial rover mobility partner - TRL 6→8, 2024-2025; parabolic flight wheel-regolith interaction testing - Dimi Apostolopoulos (CMU Field Robotics Center) founded the company — PI lineage for VIPER wheel testing - Samuel Chandler (co-I) published 2025 paper on lunar regolith physics - NASA USASpending: ~$18.5M NASA + $0.75M DoD = ~$19-20M total tracked across 15+ contracts (2008-2027) - Two new Phase II SBIRs starting July 2025 ($849.9K + $849.5K) — highly active - Archetype: Academic spinoff → specialized government contractor; not chasing VCs

Teledyne Energy Systems [106653]: Tipping Point within FO, Artemis lunar power - HEPS hydrogen fuel cell: scalable H2+O2 → electricity+water; designed for lunar habitats/night survival - CONFIRMED: New Shepard flight September 18, 2025 (Van Horn TX, Blue Origin) - NASA Tipping Point contract via Armstrong FRC: $2.69M (2021-2025) managed through FO program - DOE base: $12.59M (2016-2020) — technology had deep non-space development history - Ian Jakupca (Glenn Research Center) as co-I = Artemis infusion path via Glenn's fuel cell program - Taxonomy error: TX03.1.1 (Photovoltaic) — should be TX03.1.3 or TX03.2 (non-photovoltaic)

IMEC USA Neuropixels [106657]: Nature publication, first neural monitoring in space - TRL5→7; Blue Origin New Shepard December 19, 2023 - Validated Neuropixels (960 recording sites, single-cell resolution) for real-time neural monitoring in space - Published: npj Microgravity (Nature), 2025 — finding: human glutamatergic neurons show altered VGLUT expression in microgravity while maintaining neuronal differentiation - Companion project: LFI microscope [106660] flew same mission (holographic lens-free imaging) - imec Belgium (4000+ researchers) is one of world's leading nanoelectronics institutes — Neuropixels is broadly used in neuroscience labs globally; space validation adds a new use case - No commercial product per se; research/clinical archetype

Space Foundry [106722]: NASA Ames IP → Spinoff 2024 → ODME ISS candidate - TRL4→6 plasma jet printing on flexible substrates in microgravity - IP licensed from NASA Ames (Ram Prasad Gandhiraman was ARC contractor, spun out Space Foundry) - NASA Spinoff 2024 featured; ODME ISS demonstration candidate (competing with Iowa State) - DoD: Army MWIR printed detectors ($204K, 2025), Air Force printed antennas ($150K, 2023) - New SBIR: diamond semiconductor in microgravity for quantum color centers ($150K, 2023-2024) - Total tracked: ~$2.3M; ODME ISS deployment pending selection

SET ARMAS-Hi [89360]: Precursor properly documented - TRL6→7, 2017-2019; first real-time COTS-based global radiation dose assessment at altitude - Same PI (Tobiska) as [106715]; now properly incorporated into the full SET FO project chain in set-armas.md

Creare [158702]: Second FO project + $60M+ updated portfolio - Freeze-tolerant radiator (TRL4→6, 2024-2025) complements LAD [155234] in Artemis thermal management - FY2025 NASA awards alone add ~$18-19M (cryocooler Phase III, recuperator, CCE demonstration) - Updated Creare total tracked: ~$60M+

HeetShield [106740]: Pre-revenue deep-tech TPS startup - TRL4→6; flight August 29, 2024 (Blue Origin New Shepard, Van Horn TX) - OFI + FIRA materials tested on rocket exhaust; HIAD program manager (F. Cheatwood) as co-I - Founded 2020, Flagstaff AZ; AFOSR funding for hypersonic OFI - No USASpending contracts — pre-revenue, grant-funded stage - Three market paths: HIAD (infusion lead), DoD hypersonic (nearer), firefighter (commercial)

Space Lab Technologies [106694]: Diversified space life support SBIR machine - TRL4→6; 6-year thin-film hydroponics project (longest in this batch) - LILYPOND Lab Test Suite installed at NASA (May 2025, $96K) — hardware at NASA facility - EcoMine pivot: bioregenerative mineral mining from lunar regolith (Phase II IGNITE $899.8K, 2024) - Total NASA SBIR tracked: ~$3.8M across 10+ programs (food, life support, thermal, ISRU) - Remarkable portfolio breadth for a small company: food / water / CO2 / habitat analytics / mining

Key patterns from Session 7¶

Third FO → ISS infusion pathway confirmed. Made in Space MSTIC [155254] joins FDM [91394] as a clean FO parabolic → ISS deployment pipeline. The ISS is the most common "next step" for successful FO manufacturing technologies.
P2 base rate stable at ~18-21% positive. Session 7 adds ~7 of the 11 new projects as "positive outcomes" (MSTIC ISS, Protoinnovations active, Teledyne Tipping Point, IMEC publication, Space Foundry ODME, SLT SBIR portfolio). HeetShield is the one pre-revenue project. Base rate pattern is consistent across Sessions 5-7.
Government R&D contractor archetype is more common than startup archetype. Protoinnovations, Creare, Teledyne, Space Lab Technologies are all SBIR-funded specialist R&D firms with NASA as primary customer. They're not building products for VCs — they're building capabilities for NASA's roadmap. FO is one funding mechanism among many for these companies.
Taxonomy errors are systemic. Teledyne TX03.1.1 (Photovoltaic for a fuel cell), HeetShield is filed under a reasonable TX09.1.1 but IMEC electrophysiology under TX06.3.6 (Long-Duration Health) is reasonable. This is the third confirmed taxonomy mislabeling.
SpaceWorks SEI [184152] is directly connected to existing KB. SpaceWorks + Astral Materials crystal manufacturing FO project uses SpaceWorks' RED return capsule (already in KB as [94161]/[106674]) — the FO project is literally the technology's first commercial use case. SpaceWorks won TechLeap Prize July 2025 with Astral Materials for semiconductor crystals on exactly this platform.

Coverage¶

61 projects deep-investigated / 430 total = 14.2%
46+ organizations/companies covered
$1.29B+ downstream tracked (major caveats apply)
~20 uninvestigated industry-led completed projects remain; then will move to academia/FFRDC and deeper document reads

What's next (Session 8)¶

Next P2 batch: [91422] Airborne Systems parafoil, [106717] Mayo Clinic ATOM, [91345] Masten DRAG FLAPs, [106621] Honeybee ASSET, [155245] Paragon COSMIC, [158680] Sierra Lobo Lab Assistant
Document reads: Several P1 projects have library items not yet read (CDI, NDL, SET ARMAS, SpaceWorks TVA)
SpaceWorks SEI [184152] connection: Write up the SpaceWorks crystal manufacturing → TechLeap Prize link since it ties directly to TVA RED in existing KB

Session 6 — 2026-04-06¶

What I did¶

Continued P2 batch: 8 new projects from the uninvestigated P2 pool
Batch-fetched 8 projects: Rocket Lab [106644], Honeybee POCCET [145004], Orion Labs [106608], Creare LAD [155234], SET ARMAS [106715], Aurora EDLS [91361], Aerojet MPS-120 [91362], SwRI fine steering [91392]
Parallel web searches: ARMAS lunar mission, Aurora EDLS Boeing, Creare cryogenic LAD, Aerojet MPS-120 commercial, Honeybee POCCET Blue Origin, Rocket Lab FO ACO, Orion Labs QEOBS, SwRI BOPPS/Eliot Young
Fetched NASA FO transitions article + SET press release for ARMAS FM11 details
USASpending searches: Space Environment Technologies, Creare LLC, Aurora Flight Sciences, Orion Labs, Rocket Lab USA/NASA
Created 8 new org pages: set-armas, aurora-edls, creare-lad, orion-labs-qeobs, honeybee-poccet, rocket-lab-reentry, aerojet-mps120, swri-fine-steering
Updated portfolio tracker (42→50 projects, 9.8%→11.6%), linkages JSON (+8 entries, now 48), index (Session 6 findings + new table rows), log

What I found¶

SET ARMAS [106715]: MAJOR FIND — Second FO → Moon infusion - ARMAS Dual Monitor FO project (TRL 7→8, 2020–2024) used World View balloons (28-day continuous flight) + Blue Origin New Shepard (2022) - ARMAS FM11 flew on IM-2 Athena (Intuitive Machines), launched Feb 26, 2025; landed Moon March 6, 2025 at southernmost point ever achieved - Collected 32 hours of radiation data across 6 regions: Earth upper atmosphere → Van Allen belts → deep space → lunar orbit → landing → lunar surface south pole - This is the second FO → Moon infusion in the KB (after NDL/Psionic → IM-1, Feb 2024) - NASA FO transitions article: "Flight-Tested Technologies for Safety in Space Head to the Moon" confirms FO attribution - Revenue model: Virgin Galactic Delta fleet integration + commercial aviation + Navy annual subscription (HASDM data product) - USASpending tracked: ~$7.9M (NASA, DoD, NOAA) — page 1 only - World View cross-reference: ARMAS FO balloon tests used World View balloons (themselves an FO success story [89368])

Creare LAD [155234]: Specialist R&D, program-level infusion - Hybrid screen-channel LAD validated in parabolic microgravity (TRL5→6) - No single mission infusion identified but feeds Artemis cryogenic propellant management program - Creare's broader NASA cryo portfolio: $13.17M Phase III cryocooler, $8.99M LH2 cryocooler = $38M+ tracked - Navy contracts ($14M+, $14M+) are unrelated (different product line)

Aurora Flight Sciences EDLS [91361]: Patent filed, technology shelved - TRL 4→6 validated dynamic load sensors for ISS ARED exercise equipment - Patent US20190015702A1 filed ~2017, published 2019 - Boeing acquired Aurora Nov 2017 — Aurora's focus is defense aviation (CRANE, Liberty Lifter); EDLS is off-track - No ISS deployment confirmed. New archetype: "patent filed, acquirer doesn't pursue deployment"

Orion Labs QEOBS [106608]: TechLeap winner, no follow-on - Won inaugural NASA TechLeap Prize for balloon-based quantum ML Earth observation (July 2022) - Successfully trained quantum ML model in-flight via IBM quantum computers; dam detection use case confirmed - Micro-company (Nunn, Colorado); USASpending shows only $25.6K and $18.5K (unrelated NIST work) - No LEO mission confirmed, no follow-on contracts. Watch for SBIR Phase I or EO partnership

Honeybee POCCET [145004]: TRL stagnation, subsidiary R&D - TRL 5→5 (target 7) — no advance despite completed project - Second Blue Origin/Honeybee FO stagnation (after Blue Origin LiDAR [158500], TRL 4→4) - Honeybee is very active via other products: Firefly lunar rover contract (2028), LUNARSABER for DARPA, LAMPS dust-tolerant connector at JSC

Rocket Lab ACO [106644]: Testbed without payloads - TRL 4→4 — ACO model to establish Electron recovered booster as NASA re-entry testbed - No NASA technology payloads demonstrated via this testbed - Electron helicopter catch (May 2022) was self-funded - Rocket Lab's NASA relationship is entirely via launch services ($53M+) — FO ACO was a side channel

Aerojet MPS-120 [91362] (Canceled): Commercial product via parallel paths - FO canceled at TRL4→4; but MPS-120 commercially listed on SatCatalog and Satsearch - Developed via parallel NASA Small Spacecraft Technology Program + Aerojet IR&D - No confirmed flight heritage; Busek BIT-3 is the cleaner version of this archetype - Taxonomy error: TX01.2.2 (Electrostatic) for hydrazine system — flag as TechPort data quality issue

SwRI Fine Steering [91392] (Canceled): Alternative approach failed - TRL4→4 — solid-state fine steering for balloon telescopes failed - BOPPS (Sep 2014, same PI Eliot Young) demonstrated conventional FSM at 100 Hz — succeeded - BOPPS gondola adopted by SUNRISE III solar observatory - Dead end for solid-state approach; balloon telescope science continues via FSM path

Key patterns from Session 6¶

Second FO → Moon infusion confirmed. NDL (IM-1, Feb 2024) and ARMAS (IM-2, Mar 2025). Pattern: long-running FO maturation programs (14+ years for ARMAS, 6+ years for NDL) → lunar CLPS deployment. FO is not a one-shot flight test; it's a multi-year maturation platform.
World View balloons enabled ARMAS. FO validated World View's balloon platform [89368] → World View's platform validated ARMAS [106715]. This is the first "FO success enabling FO success" cross-dependency in the KB. The platform companies (World View, Blue Origin New Shepard) are infrastructure FO investments.
P2 base rate solidifying. Combined 18 P2 projects investigated (Sessions 5–6): ~3–4 genuine positive outcomes (~17–22%). This is lower than P1 (~50% positive) but much higher than "no outcomes metadata" would predict. The outcomes are just invisible in TechPort.
Two Blue Origin/Honeybee FO stagnations. [158500] LiDAR TRL 4→4, [145004] POCCET TRL 5→5. Pattern: Blue Origin-affiliated FO projects may be design studies rather than demonstration projects. The company's commercial scale means FO isn't critical for their maturation path.
Rocket Lab ACO = testbed-without-payload pattern. The ACO framework produced a collaborative agreement but no demonstrated technology testing. This may be common in ACO-model FO projects.
Taxonomy errors are more common than expected. MPS-120 classified as TX01.2.2 (Electrostatic) but is hydrazine. This is the second taxonomy mislabeling found (after Blue Origin POCCET in TX07 dust mitigation vs. actual application).

Coverage¶

50 projects deep-investigated / 430 total = 11.6%
38+ organizations/companies covered
$1.2B+ downstream tracked (major caveats apply: see portfolio tracker)
Excluding anomalous: ~$420M across 46 projects

What's next (P2 continued)¶

106719 Astrobotic LiDAR Hazard Detection (active 2021–2026, TRL4→7) — cross-reference with Astrobotic CLPS
Next P2 batch: Fetch another ~10 uninvestigated industry-led completed projects
Active projects sweep: [184149] Guinn Partners IMPRESS, [184152] SpaceWorks SEI
Deep document reads: Several P1 projects have library items not yet read — could reveal additional infusion paths

Session 5 — 2026-04-06¶

What I did¶

Moved from P1 to P2 batch investigation: industry-led completed FO projects with no outcomes, TRL gain +1/+2
Fetched all 357 completed FO projects, extracted 43 uninvestigated industry-led candidates
Batch-fetched 10 highest-interest P2 projects for description/outcome details
Parallel web searches: NanoRacks/Voyager/Starlab, ExoCam/Zandef Deksit, Rocket Lab Electron recovery, Terminal Velocity Aerospace, SpaceWorks RED
USASpending searches: NanoRacks ($55.9M+ NASA page 1), SpaceWorks ($30M+ DoD), Zandef Deksit ($150K SBIR)
Also checked flagged projects: 106719 (Astrobotic LiDAR — still active), 91362 (Aerojet MPS-120 canceled), 91392 (SwRI fine steering canceled)
Discovered: Terminal Velocity Aerospace is a SpaceWorks Enterprises subsidiary
Created 4 new org pages: nanoracks.md, spaceworks-tva.md, blue-origin-lidar.md, zandef-deksit.md
Updated astrobotic.md (added second FO project [93996])
Updated portfolio tracker (35→42 projects), linkages JSON (33→40 entries), index, log

What I found¶

NanoRacks [93991]: Centrifuge → Voyager → Starlab ($217M+) - FO centrifuge (TRL5→6, New Shepard, 2017–2019) was capability-building, not causal to Starlab outcome - Voyager Space acquired NanoRacks 2021 → $160M NASA CLD → additional $57.5M = $217M+ total - Starlab Space LLC formed (Voyager + Airbus, Jan 2024); Starship selected as launch vehicle; CCDR Feb 2026; launch ~2028 - $55.9M+ additional NASA contracts (ISS ops, airlock, CubeSat deployments, HUNCH) - Pattern: company with deep ISS operations track record → commercial station prime. FO centrifuge is one node, not the causal link.

SpaceWorks/TVA [94161, 106674]: RED payload return system - TVA = SpaceWorks Enterprises subsidiary (not separate company) - Two FO projects spanning 2014–2023 = same technology lineage: small Earth return vehicles for payload recovery from LEO - RED system: ADS-B+Iridium tracking (validated in TVA FO) → RED-Data2 flew 2017 → RED-4U product → commercial offering - TechLeap Prize Jul 2025 (Astral Materials, semiconductor crystal manufacturing return); demo Q2 2026 - $30M+ SpaceWorks DoD contracts (ETHOS, trajectory, scramjet, responsive space)

Blue Origin LiDAR [158500]: TRL stayed at 4, possible Blue Moon connection - 2024–2025 project for dual-mode lidar in variable/shadow lunar lighting conditions - TRL began at 4, target 6, current: 4 — project completed without advancing TRL - Likely a feasibility/design study, not a flight test - Highly plausible connection to Blue Moon MK1 (Blue Origin developing polar lunar landing capability; VIPER assigned Sep 2025); confidence: suggestive - Note: separate from SPLICE Tipping Point (2018–2021), which tested NASA's NDL on New Shepard

Zandef Deksit ExoCam [106700]: Technology in limbo - ExoCam concept: basketball-sized module jettisoned from lander in final 15–20s, films touchdown from surface - Tested Oct 2021 on Masten Xaero (Mojave Desert) — ejection and camera worked - Masten bankrupt Jul 2022 — primary flight host lost - FY24 SBIR Phase I ($150K, Aug 2024): vacuum chamber testing for lunar plume interaction - No confirmed CLPS flight. Technology is TRL6, credible team (Rex Ridenoure, James Bell, Jnan Das), still alive - Archetype: "technology works, infrastructure host bankrupt" — needs new CLPS host

Astrobotic AAS [93996]: Second FO project revealed - Earlier FO project (2013–2016, TRL4→6) developed the Autolanding System (AAS) - PI: Kevin Peterson; Co-I: William Whittaker (CMU) - Tested on Masten Xaero (precursor to Masten's absorption by Astrobotic in 2022) - AAS is the direct technical ancestor of Peregrine and Griffin landing systems - Continuation: LaRC contract $7.97M for TRL9 TRN sensor (2019–2024) - Added to existing astrobotic.md

Key patterns from Session 5¶

P2 batch has less dead ends than expected. First 5 investigated: 1 commercial station (NanoRacks), 1 commercial product (SpaceWorks), 1 active maturation (Blue Origin), 1 technology in limbo (Zandef Deksit), 1 supplementary project (Astrobotic). P2 is richer than "no outcomes" metadata suggests — the outcomes are just not in TechPort.
Infrastructure dependency risk is a real failure mode. Zandef Deksit ExoCam is the clearest example: TRL6 validated, compelling technology, credible team — but the primary flight host (Masten) went bankrupt. Without a host, TRL6 is stuck. This is different from technology failure.
The "parent company acquires flight test company" pattern. Astrobotic bought Masten in 2022. But Astrobotic had already used Masten's Xaero for FO tests in 2013–2016 (Astrobotic AAS). So the companies had a decade-long symbiotic relationship before the acquisition. FO created the relationship.
Subsidiary confusion in FO. TVA = SpaceWorks. Honeybee = Blue Origin (2021). These subsidiaries file TechPort projects independently, masking the parent company's true footprint. Need to check parent company for any industry FO performer.
"TRL didn't advance but project completed" is a distinct pattern. Blue Origin [158500]: TRL 4→4. Honeybee [145004]: TRL 5→5 (target 7). Made in Space MSTIC [155254]: TRL 4→4. This cluster suggests FO sometimes funds early design/feasibility work without requiring flight demonstration. These aren't dead ends — they're design studies without the flight.

Coverage¶

42 projects deep-investigated / 430 total = 9.8%
30+ organizations/companies covered
$1.1B+ downstream tracked (major caveats: Astrobotic $498M, Masten CLPS $66M, Starlab $217M — indirect or anomalous)
Excluding anomalous: ~$380M across 39 projects

What's next (P2 continued)¶

Rocket Lab [106644] — touchdown/reentry FO; Electron helicopter catch; likely connects to reusable launch vehicle
Honeybee Robotics [145004] — Blue Origin subsidiary; POCCET dust removal (TRL5→5, no gain); worth checking if any Blue Moon connection
More P2 batch: [106608] Orion Labs (quantum ML sensing), [155234] Creare, [106715] Space Environment Technologies, [91361] Aurora Flight Sciences (now Boeing)
Two canceled projects: [91362] Aerojet MPS-120, [91392] SwRI fine steering — both show "Advanced To" outcome before cancel (likely data errors)

Session 4 — 2026-04-06¶

What I did¶

Investigated all remaining P1 targets: 10 projects across 6 new org pages + 1 dead end file
Parallel TechPort batch fetch for all 10 projects
Parallel USASpending searches (Falcon ExoDynamics, Mango Materials, Nexolve, Saber Astronautics, MSNW, CAST, Ecoatoms, Techshot/Redwire)
Web searches: Mango Materials BioMADE, Falcon ExoDynamics VICTUS SALO2, Gary Strangman NINscan, CAST bioprinting, Ecoatoms, Nexolve Solar Cruiser/PTD-4, Saber DragEN
Created 5 org pages + 1 dead end file
Updated portfolio tracker (25→35 projects), linkages JSON (23→33 entries), index (Session 4 findings), log

What I found¶

Nexolve LISA-T (106590): LISA-T flew on orbit - FO parabolic test (2018–2020, TRL5→6) validated LISA-T deployment mechanism in microgravity. - PTD-4 "Triumph" 6U spacecraft launched SpaceX Transporter-11, August 16, 2024. LISA-T deployed on orbit — confirmed. "Up to 3× more power for CubeSats at low mass/volume penalty." - Nexolve is a $18.8M NASA deployable structures contractor: Solar Cruiser ($7.33M sail quadrants), NEA Scout components, lunar lander solar arrays, DragSail, LIDIA antenna. Solar Cruiser cancelled 2022 but Phase III SBIR continues 2023–2028. - PTD-4 6U bus was built by Tyvak/Terran Orbital — cross-reference between two KB entries. - Chain is clear: FO microgravity demo → PTD flight unit contract → on-orbit deployment.

Falcon ExoDynamics (145009): Two products, one company - LITTLE OWL (FO-funded): TRL4→6, tested on Astrobotic Xodiac Sept 2024 and April–May 2025 (TechLeap Nighttime Precision Landing Challenge). Still in competition phase. - Handle 2.0 (independent): Space Force modular satellite payload-bus interface. Based on Aerospace Corp IP. $3.3M (Handle 2.0) + $2.23M VICTUS SALO2 = $5.5M. Flies Victus Salo late 2026. - Key insight: FO-funded LITTLE OWL and Space Force-funded Handle are unrelated products from the same company. Handle is the current revenue anchor. FO may eventually produce a NASA lunar contract for LITTLE OWL but hasn't yet.

Mango Materials (106654): Terrestrial biotech with space credentials - Gas fermentation (methane → PHA biopolymer) validated in microgravity, TRL4→6. PI: Allison Pieja (founder, Stanford PhD). - NASA SBIR chain: $123K (2016) → $1.12M (2017–2020) → $3M (2021–2023) → FO (2020–2024) = ~$4.25M NASA total. - BioMADE October 2024: $26.9M across 17 DoD-funded bioindustrial projects; Mango leads one with UC Davis + Black & Veatch, through June 2026. Scale-up to 5000L fermentation. - Primary commercial market: terrestrial waste methane (landfills, wastewater) → biodegradable PHA plastic. Space ISRU is secondary. - Archetype: FO validates space feasibility → commercial capital comes from terrestrial market.

Saber Astronautics (12457): Hardware→software pivot - DragEN electrodynamic tether: TRL4→6 via parabolic flights (2014–2016). No CubeSat hardware deployment found. - Post-FO: $124.5K NASA drag sail grant (2020). Then company pivoted entirely to space domain awareness software. - $8.7M+ Air Force contracts: Sentinel (space traffic), WINDU (digital guardian), Space Cockpit, LEA, space weather visualization. MDA SHIELD contract (10-year, 2025–2035). - FO hardware investment returned TRL6 but no commercial product. Software market was larger and more accessible. - This is the clearest "FO hardware → software pivot" case in the portfolio.

MGH NINscan (93962): Clinical adoption without commercial product - NINscan 4a: TRL4→7 (+3 gain) for wearable cerebral hemodynamics monitoring. - Published: "Wearable brain imaging with multimodal physiological monitoring" J Appl Physiol 2017. - NINscan-SE in Epilepsy Foundation device wiki — clinical adoption confirmed. - No commercial product, no NASA contracts. PI Gary Strangman at MGH Martinos Center. - Consistent with Henry Ford archetype: FO validates → research/clinical adoption → no commercial spinoff. - The +3 TRL gain is among the highest for FO health/biology projects, yet still no commercial path. Confirms that medical device commercialization requires pathways FO doesn't provide.

MSNW ICE Thruster (91328): Dead end - TRL3→3 (zero gain). Company wound down ~2017–2019. PI John Slough returned to UW. - Outcome date (2013) predates project start (2014) — confirmed data error, not a real outcome.

Smaller investigations (no full org pages): - CAST Bioprinting (106746): Proof of concept, no contracts, larger players occupy market. - Redwire Dynamic Microscopy (91634): TRL4→4; Techshot had ISS success via other products; this specific project dead end. - SVSC Mesosphere Spectrometer (91608): PI @nasa.gov (data anomaly); outcome date error; no follow-on. - Ecoatoms HERMES (184148): Active (2025–2027); too early to assess.

Key patterns from Session 4¶

P1 completeness check: All high-priority projects now investigated. The P1 pool had more dead ends and soft outcomes than expected — especially for projects with "outcome records" (which often turned out to be data errors or generic "Closed Out" tags).
Two new archetypes confirmed:
Hardware FO → software pivot: Saber Astronautics is the clearest case. FO proves hardware in microgravity; company finds bigger/faster market in software.
Dual-product company: Falcon ExoDynamics has FO-funded LITTLE OWL and Space Force-funded Handle 2.0 — entirely separate products from one company. DoD revenue dwarfs FO project.
FO → PTD chain confirmed for Nexolve. This is the second confirmed on-orbit deployment from FO-validated technology (after NDL→IM-1). The PTD program appears to be a natural follow-on pathway for FO-validated deployment technologies.
Outcome date anomaly is systemic. Multiple projects show outcome dates that predate project start. This is a TechPort data entry error pattern — "Advanced To | [prior_period_date] | Other" records inherited from earlier FO cohorts. Not real outcomes.
P2 base rate expectation: Based on P1, roughly 40–50% of industry-led completed FO projects with no outcome records will be quiet dead ends (company inactive, technology abandoned, no traceable follow-on). The high-visibility successes (NDL, Tyvak, Made in Space) are genuine outliers.

Coverage¶

35 projects deep-investigated / 430 total = 8.1%
25 organizations/companies covered
$825M+ downstream tracked (major caveat: Astrobotic $498M + Masten $66M not FO-causal)
Excluding anomalous CLPS figures: ~$261M across 33 projects

What's next¶

P2 batch sample: Pull ~15 industry-led completed projects from the 72-project P2 pool. Goal: build base-rate understanding of P2 outcomes before continuing deep investigation of individuals.
106719 Astrobotic LiDAR Hazard Detection — active 2021–2026; cross-reference with Astrobotic page
184149 Guinn Partners IMPRESS and 184152 SpaceWorks SEI — aggressive active TRL claims worth monitoring
Canceled projects sweep: 91362 Aerojet MPS-120 and 91392 SwRI fine steering

Session 3 — 2026-04-05¶

What I did¶

Deep-investigated 10 new projects across 7 new companies/orgs (UP Aerospace, Masten Space Systems, Henry Ford Health System, Orbital Medicine, NASA LaRC/Psionic NDL, AFRL/TMT IsoTherm, GAMMA-ALF dead end)
Parallel TechPort fetches for all 10 projects simultaneously
Parallel USASpending searches for all companies
Parallel web searches for 5 research threads (UP Aerospace Spyder status, Masten bankruptcy/absorption, TMT/Phantom Space, NDL/IM-1, Orbital Medicine)
Created 6 new org pages + 1 dead end file
Updated Made in Space page with GAMMA-ALF note
Updated portfolio tracker DONE table (15→25 projects), linkages JSON (13→23 entries), index (all new findings)

What I found¶

Navigation Doppler Lidar / Psionic (91351): THE BEST STORY - FO validated NDL at TRL5→6 (2013–2019). NASA Langley PI: Farzin Amzajerdian. - Psionic, Inc. (Hampton VA) licensed NDL from NASA in 2016 — founded by LaRC engineers. - February 22, 2024: Psionic PSNDL flew on Intuitive Machines IM-1 Nova-C. When the primary laser rangefinder failed to activate pre-launch, mission controllers reprogrammed Odysseus to use NDL. NDL provided 100% valid measurements 10 km → surface. First commercial soft landing on the Moon. - Without FO-matured NDL, IM-1 fails. This is the strongest causal argument for FO in the entire portfolio. - Psionic USASpending: $6.73M + $4M + $2.5M + $1.12M + smaller = $15.6M NASA; $1M DoD. - NDL named NASA Invention of the Year 2022 (commercial category). - Planned for Artemis crewed lunar missions.

UP Aerospace Spyder (94196, 94202, 106636): Active pre-market - Three FO contracts totaling ~$4M+ for Spyder orbital LV development (staging, GNC/AVA, solid upper motors). - SpaceLoft sounding rocket business continues (21st flight Oct 2024). - Spyder hypersonic maiden flight June 13, 2025 — Mach 10+, funded by LANL Stockpile Responsiveness Program. Not yet commercial. - Orbital Spyder (10 kg to LEO, ~$1M) still in development. No orbital flight yet. - $10.4M total NASA contracts tracked (mostly SpaceLoft flight services + Spyder development). - Key insight: FO funded the technology bridge, but LANL funded the actual first flight. UP Aerospace found a defense hypersonics customer before the commercial launch market.

Masten Space Systems M10A (94201): Technology absorbed, company failed - FO Tipping Point $2M → M10A 25,000 lbf LOX/methane engine (TRL4→7). AFRL WPAFB confirmed 10s combustion test December 2019. - Bankruptcy July 28, 2022 — CLPS contract ($66.13M) was too large for their organizational capacity. - Astrobotic acquired all Masten assets for $4.5M (court-approved September 8, 2022). - Masten = Astrobotic's Propulsion and Test Department (Mojave CA). M10A technology lives in Astrobotic. - SpaceX was largest creditor ($4.6M unsecured). Total USASpending tracked: ~$82M (dominated by cancelled CLPS).

Henry Ford Health System (94139): Clinical impact without dollars - TRL4→8 in parabolic flight testing of 3 ultrasound/pressure monitoring prototype devices. - PI Scott Dulchavsky developed ISS ultrasound diagnostic protocols AND non-physician training protocols now used in global health (sub-Saharan Africa, remote medicine). - NASA articles: "Ultrasound Scans in Space Transform Medicine on Earth," "Ultrasounds Anywhere" podcast. - Peer-reviewed paper: "Doppler Ultrasound of the Central Retinal Artery in Microgravity" (2014). - No NASA contracts visible in USASpending (funded as FO service contract). No commercial product. - This is the clearest FO → clinical/humanitarian impact (non-commercial) in the portfolio.

Orbital Medicine (12196): Long tail / dead end - TRL4→6 via parabolic flight; Blue Origin New Shepard flight December 2017 also succeeded. - No ISS certification, no commercial product. Dr. Cuttino now EM chairman at Henrico Doctors'. - Company still exists (orbitalmedicine.com) but pivoted to consulting. - Contrast: same era/program as Henry Ford, opposite outcome. Market structure explains the difference.

AFRL IsoTherm / TMT (12187, 93857): AFRL-mediated, Phantom Space acquisition - AFRL Kirtland ran both FO projects (IsoTherm TRL4→6; Resilient Thermal Panel TRL4→5). - TMT (Scott Schick, North Logan UT) was the technology developer/performer under AFRL prime. - April 2, 2026: Phantom Space acquired TMT for orbital data center thermal management. - Phantom CEO Jim Cantrell + Scott Schick have 40+ years history at Space Dynamics Lab (USU). - TMT USASpending: $3.2M total ($711K AFRL SBIR isothermal panels + $2.15M Army water distillation unrelated). - FO attribution is indirect (AFRL-mediated); acquisition is for future Phantom Cloud orbital compute deployment.

GAMMA-ALF Made in Space (106680): Dead end - TRL3→6 via parabolic flight testing (acoustic levitation glass preform manufacturing). - Did NOT progress to ISS. Redwire's actual glass manufacturing is ZBLAN (different technology, operational since 2017). - PI Alicia Carey left Redwire for Johns Hopkins APL. Post-SPAC rationalization killed low-TRL experiments. - Filed as dead end.

Key patterns from Session 3¶

NDL shows the government-internal FO path: AFRL center develops tech → FO validates in flight → company licenses → CLPS mission. This path works. The FO prime can be a NASA center, not just industry.
Three failure modes distinguished:
Physics works, market tiny: Orbital Medicine (chest drainage — no one pays for this except NASA, and they're slow)
Physics works, company fails: Masten (M10A was real engineering; bankruptcy was organizational)
Physics works, technology portfolio rationalized: GAMMA-ALF (real science, Redwire prioritized ZBLAN)
Acquisitions are the dominant positive outcome: 5 acquisitions now documented (Made in Space, Tyvak, NSC, Masten, TMT). This is the most common exit path for FO-funded companies.
The LANL Spyder pivot is interesting: UP Aerospace used FO funding to develop Spyder, then got their maiden flight funded by LANL (defense, not commercial). This suggests FO technologies often find defense customers before commercial markets.
NDL is the most defensible FO impact case in the portfolio: Direct causal chain, documented lunar mission, flight-critical role when primary sensor failed. This is the story FO should tell.

Coverage¶

25 projects deep-investigated / 430 total = 5.8%
19 orgs/companies covered (including 2 government labs as FO prime)
$710M+ downstream tracked (caveat: Astrobotic $498M and Masten CLPS $66M are anomalous)

What's next¶

Falcon ExoDynamics LITTLE OWL (145009) — 2025 landing hazard detection, outcome record
Mango Materials ISRU (106654) — bioplastics from gas fermentation in space, unusual
Silicon Valley Space Center (91608) — atmospheric/mesosphere science
MGH Near-IR Neuromonitoring (93962) — TRL+3, cerebral hypoxia monitoring
Ecoatoms HERMES (184148) — active project, TRL4→9 claimed

Session 2 — 2026-04-05¶

What I did¶

Deep-investigated 8 new projects across 6 new companies (Tyvak, Busek, Ventions/Astra, Sierra Nevada, Astrobotic, Near Space Corp, Ad Astra VASIMR)
Ran parallel TechPort fetches for all priority projects from Session 1 queue
USASpending searches for all 6 new companies
Web searches for key acquisition chains, mission outcomes, commercial status
Created 7 new org pages
Updated portfolio tracker, linkages JSON (now 13 entries), index

What I found¶

Ventions LLC → Astra Space (94198): BEST CASE FOUND - FO project 94198 ("High-Performance Electric Pump-Fed Launch Vehicle") directly funded the core technology of what became Astra Space. - Ventions LLC (2005–2016) renamed to Astra Space, Inc. in 2016. - FO TRL 4→8; first test launch July 2018 (Kodiak, AK); first orbital delivery February 10, 2022 (ELaNa 41, NASA smallsat payloads). - PI Adam London (MIT, electric pump micro-rocket PhD) is the technical continuity. - This is the most direct FO → commercial launch vehicle pathway in the portfolio.

Tyvak → Terran Orbital → Lockheed Martin (94197, 106591): - Two parallel FO Tipping Point 2016 contracts for MicroAMPP CubeSat avionics, both TRL4→9. - Technology absorbed into Tyvak's Trestles bus product line. - Tyvak → Terran Orbital (~2022) → acquired by Lockheed Martin October 30, 2024. - $48.7M in government contracts tracked (page 1 only): largest single items are $21.48M PTD and $15.83M Edison SmallSat. - An FO Tipping Point company is now inside Lockheed Martin.

Busek BIT-3 (91700 — CANCELED): - FO project canceled at TRL3 in 2016 by another NASA program. - But Busek had parallel NASA (Lunar IceCube $2M) and AF ("Iodine Satellite Technical Maturation" $1.5M) contracts running simultaneously. - BIT-3 = world's first iodine gridded ion thruster; flew on TWO missions on Artemis-1 SLS (Lunar IceCube, LunaH-Map), November 16, 2022. - USASpending shows $65M+ in cross-agency contracts (multiple thrusters, electrospray, Hall, deorbit systems). - Cancellation was completely irrelevant to commercial success — Busek had other support.

Astrobotic (91338 — CANCELED): - FO precision navigation project canceled at TRL5→5; "No information available." - Company went on to win $100.18M (Peregrine Mission 1) and $314.01M (VIPER delivery). - PROBLEM: Peregrine Mission 1 FAILED January 8–18, 2024 (propellant leak, reentry). - PROBLEM: VIPER cancelled July 17, 2024 (cost overrun >30%, Griffin lander reliability). - VIPER revived: Blue Origin selected September 2025 to carry VIPER. - Total NASA contracts $498M+, but both major deliveries had serious problems. - $498M figure is misleading for FO attribution — the canceled FO tech was not causal to CLPS contracts.

Ad Astra VASIMR (12181): - FO characterized cryocooler vibrations for VASIMR VF-200 (TRL4→7). - VF-200 ISS test cancelled ~2015. - NASA provided $8.87M (2015–2020) for ground development. - Company still exists; SBIR Phase I awards in 2022 and 2023. - VASIMR has never flown in space, despite 45+ years of development. - Power requirements (200 kW) prevent deployment until nuclear power or very large solar arrays are available.

Sierra Nevada ZGMMD (71984): - TRL4→9 via parabolic flights. - $2M NASA development contract; ISS glovebox targeting. - On-orbit ISS deployment NOT confirmed from any available source. - SNC → Sierra Space spinoff (2021) may have changed product priorities. - Gap finding: reaching TRL9 in parabolic tests doesn't guarantee space deployment.

Near Space Corporation (12460, 106710): - ADS-B balloon testing (TRL4→8) and data buoy (TRL4→7). - ADS-B technology likely superseded by satellite ADS-B (Aireon/Spire) before project ended. - Acquired by Aerostar International (TCOM-backed), March 25, 2024. - Also supported Boeing Starliner parachutes, JPL Venus balloons, Bigelow BEAM air barrier. - $5.2M NASA contracts tracked.

Key patterns identified this session¶

Parallel funding streams: The best FO companies have 3–5 simultaneous funding sources (multiple SBIRs, FO, other programs). FO is one node, not the whole network.
Canceled FO ≠ failed company: 2/2 canceled FO projects investigated (Busek, Astrobotic) had major positive outcomes, unrelated to FO. The FO cancellation meant nothing.
"Tipping Point" is the marquee FO program: Tyvak (TRL9) and Ventions (TRL8) both came from Tipping Point solicitations. These seem to have the highest technical ambition and commercial intent.
The VASIMR lesson: A technically successful FO project can still lead to nowhere if the mission it serves is cancelled. The question isn't "did FO work?" but "did the system FO served fly?"
Acquisition as outcome: Three acquisitions documented (Made in Space→Redwire, Tyvak→Lockheed, NSC→Aerostar). These are clean commercial validations.

Surprises¶

Ventions = Astra Space: Would have been invisible without web search. TechPort description says "components matured over 10+ years under DARPA and NASA" — the corporate identity change is not in TechPort at all.
Astrobotic's $498M with two failed missions: The largest dollar figure in the FO portfolio is also the most problematic outcome story. Peregrine failed; VIPER cancelled. Yet the company continues. CLPS is doing what CLPS does.
Busek SBIR density: $65M+ in electric propulsion contracts from AF and NASA, with 20+ awards visible on page 1. Busek is a major electric propulsion house. The FO project was a footnote in their portfolio.
Tyvak double-funded: Two parallel FO contracts for the same technology (94197, 106591), different PIs. This is unusual — suggests strong NASA FO program office support for Tipping Point.

What's next (Priority queue)¶

UP Aerospace Spyder (94196, 94202, 106636) — Three FO projects; sounding rocket; what became of Spyder?
Masten Space Systems (94201) — LOX/methane engine; company bankrupt 2022; technology absorbed by?
Made in Space GAMMA-ALF (106680) — Second MIS FO project; glass fiber acoustic levitation; Redwire connection
Langley Navigation Doppler Lidar (91351) — 1 outcome; NDL is now in many lunar programs (Intuitive Machines, etc.)
AFRL/TMT IsoTherm (12187, 93857) — Thermal Management Technologies exemplar from original brief
Orbital Medicine (12196) — Medical chest drainage; outcome record; unique case
Henry Ford Health System (94139) — Microgravity health care; TRL4→8; most health-focused FO project

Coverage¶

15 projects deep-investigated / 430 total = 3.5%
13 companies covered
$673M downstream tracked (caveat: $498M is Astrobotic CLPS, not causally FO)

Session 1 — 2026-04-05¶

What I did¶

Built the full FO portfolio from scratch (430 projects from TechPort snapshot 2026-04-04)
Computed portfolio statistics: 357 Completed, 51 Active, 22 Canceled; 136 industry-led; 96 with outcome records (22%)
Established priority tier system (P1: industry + outcomes or high TRL gain; P2: industry completed; P3: all other completed; P4: active; P5: canceled)
Deep-investigated 7 organizations: Controlled Dynamics, Made in Space, SpaceX, ADA Technologies, Solstar, World View, Eigen Strategies
Light-investigated ~10 more projects (Tyvak, Sierra Nevada, Ventions, Busek, Astrobotic, etc.)
Created full KB structure: 7 org pages, portfolio tracker, best-sources, linkages JSON

What I found¶

Confirmed infusion cases: - Controlled Dynamics (91391): Vibration isolation platform on DSOC/Psyche spacecraft (launched Oct 2023). Explicitly named in TechPort description and confirmed by NASA STMD press article. Downstream: $5.4M in NASA+DoD contracts (Navy HEL, Air Force HEL, MDA missile defense). Still active in 2023 SBIR. - Made in Space (91394): FO flights → ISS Additive Manufacturing Facility (2016, still operational). TRL4→9. Company acquired by Redwire (NYSE: RDW) June 2020. $10M+ in follow-on government contracts visible on page 1 of USASpending. - Solstar Space (91329): FO WiFi demos on New Shepard → Northrop Grumman HALO module Wi-Fi contract (Lunar Gateway). SpaceNews article linked directly from TechPort library.

Commercial outcomes: - SpaceX (94146): Dragon V2 PMD validated → Crew Dragon flew 12+ crewed ISS missions. FO contribution narrow (one component) but confirmed. - World View (89368): Balloon altitude control TRL6→9 → Stratollite commercial platform + space tourism.

Active maturation: - Eigen Strategies (91651): SOARS flew on New Shepard NS-35 in 2025, advancing GFR to TRL7. TechPort description (updated 2026-01-22) explicitly names InSPA, CLD, Artemis CFM as target pathways. One of the most forward-looking FO descriptions in the portfolio.

Key structural finding: - relatedProjectId is null for EVERY FO outcome record examined. The structured linkage system is not being used for FO. Impact is in description text and library items. - outcomeCount is misleading — counts Canceled paths and generic "Advanced To" with no destination - "Closed Out" ≠ no outcome (Solstar is "Closed Out" but landed HALO contract)

Coverage at end of Session 1¶

7 projects deep-investigated / 430 total = 1.6%