domains/entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md

@@ -34,22 +34,28 @@ Dropout reached 1M+ subscribers by October 2025. Nebula revenue more than double
 
 
 ### Additional Evidence (confirm)
-*Source: [[2026-03-01-multiple-creator-economy-owned-revenue-statistics]] | Added: 2026-03-16*
+*Source: 2026-03-01-multiple-creator-economy-owned-revenue-statistics | Added: 2026-03-16*
 
 88% of high-earning creators now leverage their own websites and 75% have membership communities, showing that owned infrastructure has become standard practice for successful creators, not an experimental edge case.
 
 
 ### Additional Evidence (extend)
-*Source: [[2026-03-01-cvleconomics-creator-owned-platforms-future-media-work]] | Added: 2026-03-16*
+*Source: 2026-03-01-cvleconomics-creator-owned-platforms-future-media-work | Added: 2026-03-16*
 
 Dropout specifically generates $80-90M annual revenue with 1M+ subscribers, representing 18-21% of the total $430M creator-owned streaming market. This single-platform data point confirms the category-level aggregates and provides unit economics: $80-90 ARPU, 40-45% EBITDA margins, $3.0-3.3M revenue per employee.
 
 
 ### Additional Evidence (extend)
-*Source: [[2025-10-01-variety-dropout-superfan-tier-1m-subscribers]] | Added: 2026-03-16*
+*Source: 2025-10-01-variety-dropout-superfan-tier-1m-subscribers | Added: 2026-03-16*
 
 Dropout crossed 1M paid subscribers in October 2025 with 31% YoY growth, representing ARR 'north of $30M' at 40-45% EBITDA margins. This adds a major data point: single creator-owned platform now at $30M+ ARR with 40 employees (~$750K revenue per employee), confirming the commercial viability at scale.
 
+
+### Additional Evidence (confirm)
+*Source: [[2024-00-00-markrmason-dropout-streaming-model-community-economics]] | Added: 2026-03-18*
+
+Dropout contributes $30M+ ARR to the indie streaming category as of 2023, with 1M+ subscribers by October 2025. Platform is profitable and distributed profit sharing to all contributors earning $1+ in 2023. This adds another data point to the commercial scale thesis for creator-owned streaming.
+
 ---
 
 Relevant Notes:

domains/entertainment/fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md

@@ -35,6 +35,12 @@ Claynosaurz-Mediawan partnership provides concrete implementation of the co-crea
 
 Dropout, Nebula, and Critical Role all serve niche audiences with high willingness-to-pay through community-driven (not algorithm-driven) discovery. Critical Role's Beacon explicitly segments content by engagement level: some YouTube/Twitch-first (broad reach), some Beacon-exclusive (high engagement), some early access on Beacon (intermediate engagement). This tiered access structure maps directly to the fanchise stack concept, with free content as entry point and owned-platform subscriptions as higher engagement tier. Nebula's ~2/3 annual membership rate indicates subscribers making deliberate, high-commitment choices rather than casual consumption.
 
+
+### Additional Evidence (extend)
+*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-18*
+
+AO3 represents the 'co-creation without ownership' configuration on the fanchise stack: 17M+ fan-created works across 77,100+ fandoms, 10M registered users, all content freely accessible with no financial stake. The platform's 22% YoY growth and 5M comments/month demonstrate sustained engagement at the co-creation rung without requiring ownership mechanisms. This establishes co-creation as independently viable, not merely a stepping stone to ownership.
+
 ---
 
 Relevant Notes:

domains/entertainment/indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md

@@ -32,10 +32,16 @@ The timing matters: this is the first major entertainment trade publication to a
 
 
 ### Additional Evidence (extend)
-*Source: [[2025-10-01-variety-dropout-superfan-tier-1m-subscribers]] | Added: 2026-03-16*
+*Source: 2025-10-01-variety-dropout-superfan-tier-1m-subscribers | Added: 2026-03-16*
 
 Critical Role's Beacon launched May 2024 at $5.99/month and experienced ~20% Twitch subscriber migration post-launch, showing owned platform adoption even for established creators with large platform audiences. Beacon and Dropout now collaborating on talent (Brennan Lee Mulligan) rather than competing.
 
+
+### Additional Evidence (confirm)
+*Source: [[2024-00-00-markrmason-dropout-streaming-model-community-economics]] | Added: 2026-03-18*
+
+Dropout reached $30M+ ARR and profitability in 2023 as a niche TTRPG/game show platform. Dimension 20 sold out Madison Square Garden in January 2025. This adds TTRPG actual play to the indie streaming category alongside other verticals, with similar patterns: niche focus, subscription-first, organic social distribution.
+
 ---
 
 Relevant Notes:

domains/entertainment/the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md

@@ -302,6 +302,12 @@ Beast Industries' $5B valuation and revenue trajectory ($899M → $1.6B → $4.7
 
 Dropout's behavior confirms the loss-leader prediction: they maintain identical pricing for 3+ years, grandfather legacy subscribers, and explicitly encourage password sharing — all behaviors that treat content as customer acquisition rather than direct monetization. The 40-45% margins come from eliminating distributor costs, not from maximizing per-user extraction.
 
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-18*
+
+AO3 reached 17M+ works and 879M weekly page views (125M daily) with zero editorial curation, using only folksonomy tagging and community self-selection (kudos, bookmarks, comments as social signals). The platform grew 22% year-over-year in 2025 despite being 17 years old, demonstrating that community filtering scales without quality gatekeeping. AO3's 'Don't Like, Don't Read' policy with tag-based discoverability proves community-filtered content can achieve massive scale.
+
 ---
 
 Relevant Notes:

domains/health/SDOH interventions show strong ROI but adoption stalls because Z-code documentation remains below 3 percent and no operational infrastructure connects screening to action.md

@@ -41,6 +41,12 @@ England's social prescribing provides international counterpoint: 1.3M annual re
 
 Community health worker programs demonstrate the same payment boundary stall: only 20 states have Medicaid State Plan Amendments for CHW reimbursement 17 years after Minnesota's 2008 approval, despite 39 RCTs showing $2.47 ROI. The billing infrastructure bottleneck is identical to Z-code documentation failure — SPAs typically use 9896x CPT codes but uptake remains slow because community-based organizations lack contracting infrastructure and Medicaid does not cover provider travel costs (the largest CHW overhead expense). 7 states have established dedicated CHW offices and 6 enacted new reimbursement legislation in 2024-2025, but the gap between evidence (strong) and operational infrastructure (absent) mirrors the SDOH screening-to-action gap.
 
+
+### Additional Evidence (challenge)
+*Source: [[2025-01-01-produce-prescriptions-diabetes-care-critique]] | Added: 2026-03-18*
+
+The Diabetes Care perspective challenges the 'strong ROI' claim for SDOH interventions by questioning whether produce prescriptions—a specific SDOH intervention—actually produce clinical outcomes. The observational evidence showing improvements may reflect methodological artifacts (self-selection, regression to mean) rather than true causal effects. This suggests the ROI evidence for SDOH interventions may be weaker than claimed, particularly for single-factor interventions like food provision.
+
 ---
 
 Relevant Notes:

domains/health/medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm.md

@@ -53,6 +53,12 @@ WHO's three-pillar framework for GLP-1 obesity treatment explicitly positions me
 
 While social determinants predict health outcomes in observational studies, RCT evidence from food-as-medicine interventions shows that directly addressing social determinants (food insecurity) does not automatically improve clinical outcomes. The AHA 2025 systematic review of 14 US RCTs found Food Is Medicine programs improve diet quality and food security but "impact on clinical outcomes was inconsistent and often failed to reach statistical significance." This suggests the causal pathway from social determinants to health is more complex than simple resource provision.
 
+
+### Additional Evidence (extend)
+*Source: [[2025-01-01-produce-prescriptions-diabetes-care-critique]] | Added: 2026-03-18*
+
+The Diabetes Care perspective provides a specific mechanism example: produce prescription programs may improve food security (a social determinant) without improving clinical outcomes (HbA1c, diabetes control) because the causal pathway from social disadvantage to disease is not reversible through single-factor interventions. This demonstrates the 10-20% medical care contribution in practice—addressing one SDOH factor (food access) doesn't overcome the compound effects of poverty, stress, and social disadvantage.
+
 ---
 
 Relevant Notes:

domains/space-development/power is the binding constraint on all space operations because every capability from ISRU to manufacturing to life support is power-limited.md

@@ -24,6 +24,12 @@ Every other space business — manufacturing, mining, refueling, habitats — is
 
 Astrobotic's LunaGrid is the first commercial attempt to solve the lunar power constraint with a power-as-a-service model. LunaGrid-Lite will demonstrate 1 kW transmission over 500m of cable in 2026-2027, with full commissioning of a 10 kW VSAT system at the lunar south pole in 2028. The $34.6M NASA contract and Honda partnership for regenerative fuel cells (to survive 14-day lunar nights) confirms that power infrastructure is the critical path for sustained lunar operations.
 
+
+### Additional Evidence (extend)
+*Source: [[2026-03-18-astrobotic-lunagrid-lite-cdr-flight-model]] | Added: 2026-03-18*
+
+LunaGrid-Lite completed CDR in August 2025 and is fabricating flight hardware for a mid-2026 lunar deployment. The system will demonstrate 1 kW power transmission over 500m of cable. However, the scaling roadmap reveals a critical gap: 1 kW demo (2026) → 10 kW VSAT (2028) → 50 kW VSAT-XL (later). Commercial-scale He-3 extraction requires ~1.2 MW based on Interlune's excavator specs (100 tonnes/hour at 10x less power than 12 MW heat-based systems). This creates a 5-7 year gap between LunaGrid's demonstration capability and extraction-scale power requirements, making power availability a binding constraint on the 2029 pilot plant timeline unless supplemented by nuclear fission surface power.
+
 ---
 
 Relevant Notes:

inbox/queue/.extraction-debug/2024-00-00-markrmason-dropout-streaming-model-community-economics.json

@@ -0,0 +1,36 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "voluntary-premium-subscription-tiers-align-fan-incentives-with-creator-success-without-ownership-infrastructure.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "niche-subscription-platforms-achieve-profitability-through-creative-stability-not-scale-when-business-model-is-radically-boring.md",
+      "issues": [
+        "no_frontmatter"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 6,
+    "rejected": 2,
+    "fixes_applied": [
+      "voluntary-premium-subscription-tiers-align-fan-incentives-with-creator-success-without-ownership-infrastructure.md:set_created:2026-03-18",
+      "voluntary-premium-subscription-tiers-align-fan-incentives-with-creator-success-without-ownership-infrastructure.md:stripped_wiki_link:community-ownership-accelerates-growth-through-aligned-evang",
+      "voluntary-premium-subscription-tiers-align-fan-incentives-with-creator-success-without-ownership-infrastructure.md:stripped_wiki_link:fanchise-management-is-a-stack-of-increasing-fan-engagement-",
+      "niche-subscription-platforms-achieve-profitability-through-creative-stability-not-scale-when-business-model-is-radically-boring.md:set_created:2026-03-18",
+      "niche-subscription-platforms-achieve-profitability-through-creative-stability-not-scale-when-business-model-is-radically-boring.md:stripped_wiki_link:indie-streaming-platforms-emerged-as-category-by-2024-with-c",
+      "niche-subscription-platforms-achieve-profitability-through-creative-stability-not-scale-when-business-model-is-radically-boring.md:stripped_wiki_link:creator-owned-streaming-infrastructure-has-reached-commercia"
+    ],
+    "rejections": [
+      "voluntary-premium-subscription-tiers-align-fan-incentives-with-creator-success-without-ownership-infrastructure.md:missing_attribution_extractor",
+      "niche-subscription-platforms-achieve-profitability-through-creative-stability-not-scale-when-business-model-is-radically-boring.md:no_frontmatter"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-18"
+}

inbox/queue/.extraction-debug/2025-01-01-produce-prescriptions-diabetes-care-critique.json

@@ -0,0 +1,24 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "produce-prescriptions-may-improve-food-security-without-clinical-outcomes-because-food-insecurity-proxies-poverty.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 1,
+    "rejected": 1,
+    "fixes_applied": [
+      "produce-prescriptions-may-improve-food-security-without-clinical-outcomes-because-food-insecurity-proxies-poverty.md:set_created:2026-03-18"
+    ],
+    "rejections": [
+      "produce-prescriptions-may-improve-food-security-without-clinical-outcomes-because-food-insecurity-proxies-poverty.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-18"
+}

inbox/queue/.extraction-debug/2026-02-00-hosanagar-ai-deskilling-prevention-interventions.json

@@ -0,0 +1,36 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "reliance-drills-and-analog-practice-prevent-ai-deskilling-through-mandatory-human-independent-performance.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "faa-mandatory-manual-flying-requirements-are-regulatory-template-for-ai-deskilling-prevention.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 6,
+    "rejected": 2,
+    "fixes_applied": [
+      "reliance-drills-and-analog-practice-prevent-ai-deskilling-through-mandatory-human-independent-performance.md:set_created:2026-03-18",
+      "reliance-drills-and-analog-practice-prevent-ai-deskilling-through-mandatory-human-independent-performance.md:stripped_wiki_link:economic-forces-push-humans-out-of-every-cognitive-loop-wher",
+      "reliance-drills-and-analog-practice-prevent-ai-deskilling-through-mandatory-human-independent-performance.md:stripped_wiki_link:delegating-critical-infrastructure-development-to-AI-creates",
+      "faa-mandatory-manual-flying-requirements-are-regulatory-template-for-ai-deskilling-prevention.md:set_created:2026-03-18",
+      "faa-mandatory-manual-flying-requirements-are-regulatory-template-for-ai-deskilling-prevention.md:stripped_wiki_link:only-binding-regulation-with-enforcement-teeth-changes-front",
+      "faa-mandatory-manual-flying-requirements-are-regulatory-template-for-ai-deskilling-prevention.md:stripped_wiki_link:voluntary-safety-commitments-collapse-under-competitive-pres"
+    ],
+    "rejections": [
+      "reliance-drills-and-analog-practice-prevent-ai-deskilling-through-mandatory-human-independent-performance.md:missing_attribution_extractor",
+      "faa-mandatory-manual-flying-requirements-are-regulatory-template-for-ai-deskilling-prevention.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-18"
+}

inbox/queue/2024-00-00-markrmason-dropout-streaming-model-community-economics.md

@@ -7,9 +7,13 @@ date: 2024-00-00
 domain: entertainment
 secondary_domains: []
 format: article
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [dropout, streaming, community-economics, subscription, superfan, dimension-20, TTRPG, actual-play, indie-streaming]
+processed_by: clay
+processed_date: 2026-03-18
+enrichments_applied: ["indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md", "creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -64,3 +68,15 @@ Substack analysis of Dropout's streaming business model. Published approximately
 PRIMARY CONNECTION: [[community ownership accelerates growth through aligned evangelism not passive holding]]
 WHY ARCHIVED: Dropout is the strongest counter-evidence to the assumption that community economics requires Web3 — subscription models can produce equivalent alignment. Key data point for scoping the "ownership" claim.
 EXTRACTION HINT: Extract the superfan tier / voluntary over-payment as the core novel observation; use the financial data ($30M+ ARR, profitable, profit-sharing) to substantiate claims about community economics without blockchain
+
+
+## Key Facts
+- Dropout ARR: $30M+ (2023)
+- Dropout subscribers: 1M+ (October 2025)
+- Dropout subscriber growth: 100% in 2023
+- Dropout superfan tier price: $129.99/year (launched 2025)
+- Dropout standard subscription: ~$60-70/year
+- Dropout first paid marketing: late 2022
+- Dimension 20 sold out Madison Square Garden (January 2025)
+- Brennan Lee Mulligan signed 3-year Dropout deal while joining Critical Role Campaign 4
+- Dropout distributed profit sharing to anyone earning $1+ in 2023

inbox/queue/2025-01-01-produce-prescriptions-diabetes-care-critique.md

@@ -7,9 +7,13 @@ date: 2025-01-01
 domain: health
 secondary_domains: []
 format: perspective
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [produce-prescriptions, food-is-medicine, diabetes, evidence-critique, causal-inference, intervention-design]
+processed_by: vida
+processed_date: 2026-03-18
+enrichments_applied: ["medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm.md", "SDOH interventions show strong ROI but adoption stalls because Z-code documentation remains below 3 percent and no operational infrastructure connects screening to action.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -62,3 +66,10 @@ Perspective piece in Diabetes Care (American Diabetes Association) with the poin
 PRIMARY CONNECTION: The food-as-medicine causal inference gap claim from Session 1
 WHY ARCHIVED: ADA's own journal questioning produce prescription evidence — the clinical community's internal skepticism, not external debunking
 EXTRACTION HINT: The distinction between "food matters for health" (proven) and "produce vouchers improve diabetes outcomes" (unproven) is the precise claim to extract
+
+
+## Key Facts
+- Diabetes Care published a perspective titled 'Food Is Medicine, but Are Produce Prescriptions?' in 2023
+- Observational evaluations of produce prescriptions include multisite 9-program studies and Recipe4Health
+- Produce prescription programs showing HbA1c improvements typically enroll patients with baseline HbA1c >9%
+- The American Diabetes Association's journal is questioning the evidence standard for produce prescriptions

inbox/queue/2026-02-00-hosanagar-ai-deskilling-prevention-interventions.md

@@ -7,9 +7,13 @@ date: 2026-02-01
 domain: ai-alignment
 secondary_domains: [health]
 format: article
-status: unprocessed
+status: null-result
 priority: high
 tags: [deskilling, human-competency, reliance-drills, analog-practice, automation-overshoot, organizational-intervention]
+processed_by: theseus
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 2 claims, 2 rejected by validator"
 ---
 
 ## Content
@@ -59,3 +63,11 @@ PRIMARY CONNECTION: [[economic forces push humans out of every cognitive loop wh
 WHY ARCHIVED: First source with specific, concrete organizational interventions against deskilling drift — the third overshoot mechanism. Also provides the FAA regulatory template analogy.
 
 EXTRACTION HINT: Extractor should focus on (a) the reliance drills concept as a claim about minimum viable organizational intervention, and (b) FAA mandatory practice as regulatory template. Do not extract the case studies — those are already in KB from other sources.
+
+
+## Key Facts
+- Air France Flight 447 crashed in 2009 due to pilot inability to manually fly after automation failure
+- FAA instituted mandatory manual flying practice sessions for pilots following Air France 447
+- Endoscopists using AI for polyp detection had adenoma detection rates drop from 28% to 22% without AI
+- Students with unrestricted GPT-4 access underperformed peers who never used AI once access was removed
+- Kartik Hosanagar is a Wharton professor studying AI and organizational behavior

inbox/queue/2026-03-02-transformativeworks-ao3-statistics-2025-update.md

@@ -7,9 +7,13 @@ date: 2026-03-02
 domain: entertainment
 secondary_domains: []
 format: article
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [ao3, fanfiction, community-governance, collaborative-fiction, scale, statistics]
+processed_by: clay
+processed_date: 2026-03-18
+enrichments_applied: ["the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md", "fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -52,3 +56,16 @@ Governance model: "Fan-run, donor-supported organization staffed by volunteers."
 PRIMARY CONNECTION: [[the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership]]
 WHY ARCHIVED: AO3 is the existence proof for community-governed creative production at massive scale without editorial authority — directly tests the "distributed authorship = coherent narrative?" question from Session 6
 EXTRACTION HINT: Focus on the no-curation model + scale as evidence for the governance spectrum claim (AO3 end = parallel narratives); contrast with SCP's light-curation model
+
+
+## Key Facts
+- AO3 had 17,020,000+ fanworks as of March 2, 2026
+- AO3 spans 77,100+ fandoms
+- AO3 reached 10 million registered users in January 2026
+- AO3 recorded 879 million page views in the first week of 2026 (~125 million daily)
+- AO3 recorded 5 million comments in December 2025, a first-time milestone
+- November 2025 generated 146.6 million MORE weekly page views than November 2024 (22% growth)
+- AO3 traffic peaks on Sundays (UTC) and dips Thursday-Friday
+- AO3 experienced a July 2025 database outage requiring bookmark migration
+- AO3 has approximately 700+ volunteers serving as tag wranglers, support staff, and coders
+- AO3 was founded in 2008 by the Organization for Transformative Works

inbox/queue/2026-03-11-strategyinternational-ai-investment-outruns-oversight.md

@@ -7,9 +7,13 @@ date: 2026-03-11
 domain: ai-alignment
 secondary_domains: []
 format: article
-status: unprocessed
+status: null-result
 priority: medium
 tags: [investment, oversight, governance-deficit, deployment-pressure, AI-scale, accountability]
+processed_by: theseus
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
 ---
 
 ## Content
@@ -62,3 +66,11 @@ PRIMARY CONNECTION: [[technology advances exponentially but coordination mechani
 WHY ARCHIVED: Provides quantitative scale data ($405B/$650B investment, $600B Sequoia gap, 63% governance deficit) that gives concrete numbers to the abstract coordination gap. Most useful as evidence enrichment for existing claims rather than new claim extraction.
 
 EXTRACTION HINT: Use primarily as evidence enrichment for existing claims about investment-governance mismatch. Note the $600B Sequoia gap as the specific monetization pressure mechanism.
+
+
+## Key Facts
+- Major tech firms projected to spend ~$405 billion building AI infrastructure in 2025
+- Four largest tech providers may invest $650 billion more in 2026
+- Sequoia Capital identified a $600 billion gap between AI infrastructure spending and AI earnings
+- 63% of surveyed organizations lack AI governance policies (IBM research)
+- Regulatory timelines measured in years while AI release cycles measured in weeks to hours

inbox/queue/2026-03-18-astrobotic-griffin1-july-2026-interlune-camera.md

@@ -7,9 +7,12 @@ date: 2025-10-28
 domain: space-development
 secondary_domains: []
 format: news
-status: unprocessed
+status: enrichment
 priority: high
 tags: [clps, griffin, astrobotic, interlune, lunar-landing, he3-mapping, viper-replacement, landing-reliability]
+processed_by: astra
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -58,3 +61,15 @@ Astrobotic delayed its Griffin Mission One (GM1/Griffin-1) lunar lander to no ea
 PRIMARY CONNECTION: CLPS landing reliability claim (from prior research session — 1 of 5 clean success rate)
 WHY ARCHIVED: Critical milestone for He-3 extraction commercial case and LunaGrid power demo; the correlated risk (both on same lander) is the key insight for KB
 EXTRACTION HINT: The double-payload concentration risk (He-3 camera + LunaGrid-Lite both on Griffin-1) is a novel observation that creates a claim about infrastructure dependency concentration in early lunar commercial activity.
+
+
+## Key Facts
+- Astrobotic Griffin-1 delayed from 2025 to NET July 2026
+- Griffin-1 CLPS task order value: $322M
+- Griffin-1 carries FLIP rover (Venturi Astrolab), Interlune multispectral camera, LunaGrid-Lite, and NASA/ESA/commercial payloads
+- Griffin-1 target: lunar south pole near permanently shadowed regions
+- Griffin-1 launch vehicle: SpaceX Falcon Heavy
+- Griffin-1 replaces cancelled VIPER mission (cancelled July 2024)
+- Current He-3 concentration estimates: 1.4-15 ppb in sunlit regolith, possibly 50 ppb in permanently shadowed regions (from orbital remote sensing only)
+- Astrobotic Peregrine mission failed January 2024 due to propellant leak
+- Griffin lander is first-generation hardware with no flight heritage

inbox/queue/2026-03-18-astrobotic-lunagrid-lite-cdr-flight-model.md

@@ -7,9 +7,13 @@ date: 2025-08-20
 domain: space-development
 secondary_domains: []
 format: press-release
-status: unprocessed
+status: enrichment
 priority: high
 tags: [lunar-power, lunagrid, astrobotic, infrastructure, isru-enabler, power-constraint]
+processed_by: astra
+processed_date: 2026-03-18
+enrichments_applied: ["power is the binding constraint on all space operations because every capability from ISRU to manufacturing to life support is power-limited.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -58,3 +62,15 @@ Astrobotic announced in August 2025 that LunaGrid-Lite completed Critical Design
 PRIMARY CONNECTION: [[power is the binding constraint on all space operations because every capability from ISRU to manufacturing to life support is power-limited]]
 WHY ARCHIVED: Direct evidence of commercial lunar power infrastructure progress; critical prerequisite for He-3 extraction and other surface ISRU; the 1kW→50kW scaling timeline is a key constraint on commercial lunar operations
 EXTRACTION HINT: The key insight is the scaling gap — 1kW demo (2026) vs. extraction-scale requirements (~1 MW+). This creates a timeline tension: Interlune's 2029 pilot plant would need more power than LunaGrid can deliver by then unless nuclear power (fission surface power) supplements the solar system.
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+## Key Facts
+- LunaGrid-Lite CDR completed August 2025
+- LunaGrid-Lite will transmit 1 kW over 500m of cable
+- LunaGrid-Lite deployment target: mid-2026
+- NASA contract value for LunaGrid-Lite: $34.6M
+- LunaGrid VSAT planned for 2028 with 10 kW capacity at lunar south pole
+- LunaGrid VSAT-XL planned for 50 kW capacity (timeline unspecified)
+- Honda partnership for regenerative fuel cells to survive 14-day lunar night
+- System Integration Review (SIR) planned for Q4 2025
+- Flight-ready target: Q2 2026