reweave: merge 95 files via frontmatter union [auto]

core/grand-strategy/early-conviction pricing is an unsolved mechanism design problem because systems that reward early believers attract extractive speculators while systems that prevent speculation penalize genuine supporters.md

@@ -16,6 +16,9 @@ supports:
 reweave_edges:
 - access-friction-functions-as-a-natural-conviction-filter-in-token-launches-because-process-difficulty-selects-for-genuine-believers-while-price-friction-selects-for-wealthy-speculators|supports|2026-04-04
 - community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse|supports|2026-04-17
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own|related|2026-04-24
+related:
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own
 ---
 
 # early-conviction pricing is an unsolved mechanism design problem because systems that reward early believers attract extractive speculators while systems that prevent speculation penalize genuine supporters

core/grand-strategy/giving away the commoditized layer to capture value on the scarce complement is the shared mechanism driving both entertainment and internet finance attractor states.md

@@ -21,6 +21,9 @@ reweave_edges:
 - a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets|related|2026-04-04
 - content-serving-commercial-functions-can-simultaneously-serve-meaning-functions-when-revenue-model-rewards-relationship-depth|related|2026-04-04
 - the fanchise engagement ladder from content to co-ownership is a domain-general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives|related|2026-04-20
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework|supports|2026-04-24
+supports:
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework
 ---
 
 # giving away the commoditized layer to capture value on the scarce complement is the shared mechanism driving both entertainment and internet finance attractor states

core/grand-strategy/metis is practical knowledge that can only be acquired through long practice at similar but rarely identical tasks and cannot be replaced by codified rules without essential loss.md

@@ -6,6 +6,10 @@ created: 2026-03-05
 confidence: proven
 source: "James C. Scott 'Seeing Like a State' 1998"
 tradition: "Grand strategy, political science, epistemology"
+related:
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers
+reweave_edges:
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers|related|2026-04-24
 ---
 
 # metis is practical knowledge that can only be acquired through long practice at similar but rarely identical tasks and cannot be replaced by codified rules without essential loss

domains/ai-alignment/AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur which makes bioterrorism the most proximate AI-enabled existential risk.md

@@ -10,11 +10,13 @@ related:
 - AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability
+- The first AI model to complete an end-to-end enterprise attack chain converts capability uplift into operational autonomy creating a categorical risk change
 reweave_edges:
 - AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium|related|2026-03-28
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores|related|2026-04-06
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability|related|2026-04-17
 - Precautionary capability threshold activation without confirmed threshold crossing is the governance response to bio capability measurement uncertainty as demonstrated by Anthropic's ASL-3 activation for Claude 4 Opus|supports|2026-04-17
+- The first AI model to complete an end-to-end enterprise attack chain converts capability uplift into operational autonomy creating a categorical risk change|related|2026-04-24
 supports:
 - Precautionary capability threshold activation without confirmed threshold crossing is the governance response to bio capability measurement uncertainty as demonstrated by Anthropic's ASL-3 activation for Claude 4 Opus
 sourced_from:

domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md

@@ -9,7 +9,13 @@ title: "AI sandbagging creates M&A liability exposure across product liability,
 agent: theseus
 scope: structural
 sourcer: Harvard JOLT Digest
-related: ["ai-models-can-covertly-sandbag-capability-evaluations-even-under-chain-of-thought-monitoring", "voluntary safety pledges cannot survive competitive pressure because unilateral commitments are structurally punished when competitors advance without equivalent constraints"]
+related:
+- ai-models-can-covertly-sandbag-capability-evaluations-even-under-chain-of-thought-monitoring
+- voluntary safety pledges cannot survive competitive pressure because unilateral commitments are structurally punished when competitors advance without equivalent constraints
+supports:
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms
+reweave_edges:
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms|supports|2026-04-24
 ---
 
 # AI sandbagging creates M&A liability exposure across product liability, consumer protection, and securities fraud frameworks, making contractual risk allocation a market-driven governance mechanism

domains/ai-alignment/an AI agent that is uncertain about its objectives will defer to human shutdown commands because corrigibility emerges from value uncertainty not from engineering against instrumental interests.md

@@ -13,8 +13,11 @@ related:
 - learning human values from observed behavior through inverse reinforcement learning is structurally safer than specifying objectives directly because the agent maintains uncertainty about what humans actually want
 reweave_edges:
 - learning human values from observed behavior through inverse reinforcement learning is structurally safer than specifying objectives directly because the agent maintains uncertainty about what humans actually want|related|2026-04-06
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions|supports|2026-04-24
 sourced_from:
 - inbox/archive/bostrom-russell-drexler-alignment-foundations.md
+supports:
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions
 ---
 
 # An AI agent that is uncertain about its objectives will defer to human shutdown commands because corrigibility emerges from value uncertainty not from engineering against instrumental interests

domains/ai-alignment/compute export controls are the most impactful AI governance mechanism but target geopolitical competition not safety leaving capability development unconstrained.md

@@ -8,12 +8,16 @@ created: 2026-03-16
 related:
 - inference efficiency gains erode AI deployment governance without triggering compute monitoring thresholds because governance frameworks target training concentration while inference optimization distributes capability below detection
 - eu-ai-act-article-2-3-national-security-exclusion-confirms-legislative-ceiling-is-cross-jurisdictional
+- Semiconductor export controls (CHIPS Act, ASML restrictions) are the first AI governance instrument structurally analogous to Montreal Protocol's trade sanctions
 reweave_edges:
 - inference efficiency gains erode AI deployment governance without triggering compute monitoring thresholds because governance frameworks target training concentration while inference optimization distributes capability below detection|related|2026-03-28
 - AI governance discourse has been captured by economic competitiveness framing, inverting predicted participation patterns where China signs non-binding declarations while the US opts out|supports|2026-04-04
 - eu-ai-act-article-2-3-national-security-exclusion-confirms-legislative-ceiling-is-cross-jurisdictional|related|2026-04-18
+- BIS January 2026 Advanced AI Chip Export Rule|supports|2026-04-24
+- Semiconductor export controls (CHIPS Act, ASML restrictions) are the first AI governance instrument structurally analogous to Montreal Protocol's trade sanctions|related|2026-04-24
 supports:
 - AI governance discourse has been captured by economic competitiveness framing, inverting predicted participation patterns where China signs non-binding declarations while the US opts out
+- BIS January 2026 Advanced AI Chip Export Rule
 ---
 
 # compute export controls are the most impactful AI governance mechanism but target geopolitical competition not safety leaving capability development unconstrained

domains/ai-alignment/cooperative inverse reinforcement learning formalizes alignment as a two-player game where optimality in isolation is suboptimal because the robot must learn human preferences through observation not specification.md

@@ -9,11 +9,15 @@ agent: theseus
 secondary_domains:
   - collective-intelligence
 depends_on:
-  - "specifying human values in code is intractable because our goals contain hidden complexity comparable to visual perception"
+- specifying human values in code is intractable because our goals contain hidden complexity comparable to visual perception
 challenged_by:
-  - "corrigibility is at cross-purposes with effectiveness because deception is a convergent free strategy while corrigibility must be engineered against instrumental interests"
+- corrigibility is at cross-purposes with effectiveness because deception is a convergent free strategy while corrigibility must be engineered against instrumental interests
 sourced_from:
 - inbox/archive/2019-10-08-russell-human-compatible.md
+related:
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions
+reweave_edges:
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions|related|2026-04-24
 ---
 
 # Cooperative inverse reinforcement learning formalizes alignment as a two-player game where optimality in isolation is suboptimal because the robot must learn human preferences through observation not specification

domains/ai-alignment/court-protection-plus-electoral-outcomes-create-legislative-windows-for-ai-governance.md

@@ -16,6 +16,7 @@ related:
 - court-ruling-plus-midterm-elections-create-legislative-pathway-for-ai-regulation
 - judicial-oversight-checks-executive-ai-retaliation-but-cannot-create-positive-safety-obligations
 - judicial-oversight-of-ai-governance-through-constitutional-grounds-not-statutory-safety-law
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity
 reweave_edges:
 - court-protection-plus-electoral-outcomes-create-statutory-ai-regulation-pathway|related|2026-03-31
 - court-ruling-creates-political-salience-not-statutory-safety-law|supports|2026-03-31
@@ -23,6 +24,7 @@ reweave_edges:
 - judicial-oversight-checks-executive-ai-retaliation-but-cannot-create-positive-safety-obligations|related|2026-03-31
 - judicial-oversight-of-ai-governance-through-constitutional-grounds-not-statutory-safety-law|related|2026-03-31
 - electoral-investment-becomes-residual-ai-governance-strategy-when-voluntary-and-litigation-routes-insufficient|supports|2026-04-03
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity|related|2026-04-24
 supports:
 - court-ruling-creates-political-salience-not-statutory-safety-law
 - electoral-investment-becomes-residual-ai-governance-strategy-when-voluntary-and-litigation-routes-insufficient

domains/ai-alignment/cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics.md

@@ -12,9 +12,11 @@ sourcer: Cyberattack Evaluation Research Team
 related_claims: ["AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur", "[[pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations]]"]
 supports:
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores
+- The first AI model to complete an end-to-end enterprise attack chain converts capability uplift into operational autonomy creating a categorical risk change
 reweave_edges:
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores|supports|2026-04-06
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability|related|2026-04-17
+- The first AI model to complete an end-to-end enterprise attack chain converts capability uplift into operational autonomy creating a categorical risk change|supports|2026-04-24
 related:
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability
 ---

domains/ai-alignment/cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions.md

@@ -10,8 +10,15 @@ agent: theseus
 scope: causal
 sourcer: Cyberattack Evaluation Research Team
 related_claims: ["AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur", "[[pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations]]", "[[current language models escalate to nuclear war in simulated conflicts because behavioral alignment cannot instill aversion to catastrophic irreversible actions]]"]
-related: ["AI cyber capability benchmarks systematically overstate exploitation capability while understating reconnaissance capability because CTF environments isolate single techniques from real attack phase dynamics", "cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions", "cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics", "AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur which makes bioterrorism the most proximate AI-enabled existential risk"]
-reweave_edges: ["AI cyber capability benchmarks systematically overstate exploitation capability while understating reconnaissance capability because CTF environments isolate single techniques from real attack phase dynamics|related|2026-04-06"]
+related:
+- AI cyber capability benchmarks systematically overstate exploitation capability while understating reconnaissance capability because CTF environments isolate single techniques from real attack phase dynamics
+- cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions
+- cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics
+- AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur which makes bioterrorism the most proximate AI-enabled existential risk
+reweave_edges:
+- AI cyber capability benchmarks systematically overstate exploitation capability while understating reconnaissance capability because CTF environments isolate single techniques from real attack phase dynamics|related|2026-04-06
+supports:
+- The first AI model to complete an end-to-end enterprise attack chain converts capability uplift into operational autonomy creating a categorical risk change
 ---
 
 # Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores

domains/ai-alignment/learning human values from observed behavior through inverse reinforcement learning is structurally safer than specifying objectives directly because the agent maintains uncertainty about what humans actually want.md

@@ -6,12 +6,16 @@ confidence: experimental
 source: "Hadfield-Menell, Dragan, Abbeel, Russell, 'Cooperative Inverse Reinforcement Learning' (NeurIPS 2016); Russell, 'Human Compatible: AI and the Problem of Control' (Viking, 2019)"
 created: 2026-04-05
 related:
-  - "an AI agent that is uncertain about its objectives will defer to human shutdown commands because corrigibility emerges from value uncertainty not from engineering against instrumental interests"
-  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
-  - "intelligence and goals are orthogonal so a superintelligence can be maximally competent while pursuing arbitrary or destructive ends"
-  - "pluralistic AI alignment through multiple systems preserves value diversity better than forced consensus"
+- an AI agent that is uncertain about its objectives will defer to human shutdown commands because corrigibility emerges from value uncertainty not from engineering against instrumental interests
+- RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values
+- intelligence and goals are orthogonal so a superintelligence can be maximally competent while pursuing arbitrary or destructive ends
+- pluralistic AI alignment through multiple systems preserves value diversity better than forced consensus
 sourced_from:
 - inbox/archive/bostrom-russell-drexler-alignment-foundations.md
+supports:
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions
+reweave_edges:
+- inverse reinforcement learning with objective uncertainty produces provably safe behavior because an AI system that knows it doesnt know the human reward function will defer to humans and accept shutdown rather than persist in potentially wrong actions|supports|2026-04-24
 ---
 
 # Learning human values from observed behavior through inverse reinforcement learning is structurally safer than specifying objectives directly because the agent maintains uncertainty about what humans actually want

domains/ai-alignment/use-based-ai-governance-emerged-as-legislative-framework-through-slotkin-ai-guardrails-act.md

@@ -14,10 +14,12 @@ attribution:
 related:
 - house-senate-ai-defense-divergence-creates-structural-governance-chokepoint-at-conference
 - voluntary-ai-safety-commitments-to-statutory-law-pathway-requires-bipartisan-support-which-slotkin-bill-lacks
+- Military AI contract language using 'any lawful use' creates surveillance loopholes through existing statutory permissions that make explicit prohibitions ineffective
 reweave_edges:
 - house-senate-ai-defense-divergence-creates-structural-governance-chokepoint-at-conference|related|2026-03-31
 - use-based-ai-governance-emerged-as-legislative-framework-but-lacks-bipartisan-support|supports|2026-03-31
 - voluntary-ai-safety-commitments-to-statutory-law-pathway-requires-bipartisan-support-which-slotkin-bill-lacks|related|2026-03-31
+- Military AI contract language using 'any lawful use' creates surveillance loopholes through existing statutory permissions that make explicit prohibitions ineffective|related|2026-04-24
 supports:
 - use-based-ai-governance-emerged-as-legislative-framework-but-lacks-bipartisan-support
 ---

domains/ai-alignment/voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance.md

@@ -18,10 +18,14 @@ reweave_edges:
 - cross-lab-alignment-evaluation-surfaces-safety-gaps-internal-evaluation-misses-providing-empirical-basis-for-mandatory-third-party-evaluation|supports|2026-04-03
 - multilateral-verification-mechanisms-can-substitute-for-failed-voluntary-commitments-when-binding-enforcement-replaces-unilateral-sacrifice|supports|2026-04-03
 - Voluntary AI safety constraints are protected as corporate speech but unenforceable as safety requirements, creating legal mechanism gap when primary demand-side actor seeks safety-unconstrained providers|supports|2026-04-20
+- Commercial contract governance of military AI produces form-substance divergence through statutory authority preservation that voluntary amendments cannot override|supports|2026-04-24
+- Voluntary AI safety red lines without constitutional protection are structurally equivalent to no red lines because both depend on trust and lack external enforcement mechanisms|supports|2026-04-24
 supports:
 - cross-lab-alignment-evaluation-surfaces-safety-gaps-internal-evaluation-misses-providing-empirical-basis-for-mandatory-third-party-evaluation
 - multilateral-verification-mechanisms-can-substitute-for-failed-voluntary-commitments-when-binding-enforcement-replaces-unilateral-sacrifice
 - Voluntary AI safety constraints are protected as corporate speech but unenforceable as safety requirements, creating legal mechanism gap when primary demand-side actor seeks safety-unconstrained providers
+- Commercial contract governance of military AI produces form-substance divergence through statutory authority preservation that voluntary amendments cannot override
+- Voluntary AI safety red lines without constitutional protection are structurally equivalent to no red lines because both depend on trust and lack external enforcement mechanisms
 ---
 
 # Voluntary safety constraints without external enforcement mechanisms are statements of intent not binding governance because aspirational language with loopholes enables compliance theater while permitting prohibited uses

domains/collective-intelligence/three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock-in.md

@@ -9,12 +9,14 @@ related:
 - the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of competitive dynamics on exponential technology on finite substrate
 - the price of anarchy quantifies the gap between cooperative optimum and competitive equilibrium and applying this framework to civilizational coordination failures offers a quantitative lens though operationalizing it at scale remains unproven
 - a misaligned context cannot develop aligned AI because the competitive dynamics building AI optimize for deployment speed not safety making system alignment prerequisite for AI alignment
+- conceptual architecture
 supports:
 - the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of rivalrous dynamics on exponential technology on finite substrate
 - three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture
 reweave_edges:
 - the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of rivalrous dynamics on exponential technology on finite substrate|supports|2026-04-17
 - three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture|supports|2026-04-17
+- conceptual architecture|related|2026-04-24
 ---
 
 # Three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock-in

domains/entertainment/blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection.md

@@ -10,8 +10,17 @@ agent: clay
 sourced_from: entertainment/evergreen-tofugu-hello-kitty-blank-narrative-vessel.md
 scope: causal
 sourcer: Tofugu Staff
-challenges: ["creator-economy-inflection-from-novelty-driven-growth-to-narrative-driven-retention-when-passive-exploration-exhausts-novelty"]
-related: ["minimum-viable-narrative-achieves-50m-revenue-scale-through-character-design-and-distribution-without-story-depth", "creator-economy-inflection-from-novelty-driven-growth-to-narrative-driven-retention-when-passive-exploration-exhausts-novelty", "community-owned-IP-grows-through-complex-contagion-not-viral-spread-because-fandom-requires-multiple-reinforcing-exposures-from-trusted-community-members", "distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection"]
+challenges:
+- creator-economy-inflection-from-novelty-driven-growth-to-narrative-driven-retention-when-passive-exploration-exhausts-novelty
+related:
+- minimum-viable-narrative-achieves-50m-revenue-scale-through-character-design-and-distribution-without-story-depth
+- creator-economy-inflection-from-novelty-driven-growth-to-narrative-driven-retention-when-passive-exploration-exhausts-novelty
+- community-owned-IP-grows-through-complex-contagion-not-viral-spread-because-fandom-requires-multiple-reinforcing-exposures-from-trusted-community-members
+- distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection
+supports:
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination
+reweave_edges:
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination|supports|2026-04-24
 ---
 
 # Blank narrative vessel IP achieves commercial scale through fan emotional projection without creator-supplied narrative depth

domains/entertainment/community-owned-ip-is-community-branded-but-not-community-governed-in-flagship-web3-projects.md

@@ -13,9 +13,11 @@ related_claims: ["[[community-owned-IP-has-structural-advantage-in-human-made-pr
 related:
 - Community-owned IP theory preserves concentrated creative execution by separating strategic funding decisions from operational creative development
 - pudgy-penguins-inverts-web3-ip-strategy-by-prioritizing-mainstream-distribution-before-community-building
+- Negative CAC model inverts IP economics by treating merchandise as profitable user acquisition rather than monetization endpoint
 reweave_edges:
 - Community-owned IP theory preserves concentrated creative execution by separating strategic funding decisions from operational creative development|related|2026-04-17
 - pudgy-penguins-inverts-web3-ip-strategy-by-prioritizing-mainstream-distribution-before-community-building|related|2026-04-17
+- Negative CAC model inverts IP economics by treating merchandise as profitable user acquisition rather than monetization endpoint|related|2026-04-24
 sourced_from:
 - inbox/archive/entertainment/2026-04-xx-coindesk-pudgy-penguins-blueprint-tokenized-culture.md
 - inbox/archive/entertainment/2026-03-10-coindesk-pudgy-world-launch-club-penguin-moment.md

domains/entertainment/creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them.md

@@ -10,11 +10,13 @@ related:
 - in-game-creators-represent-alternative-distribution-ecosystems-outside-traditional-media-and-platform-creator-models
 - studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry
 - unnatural-brand-creator-narratives-damage-audience-trust-by-signaling-commercial-capture-rather-than-genuine-creative-collaboration
+- Creator economy M&A dual-track structure reveals competing theses about value concentration
 reweave_edges:
 - creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels|related|2026-04-04
 - in-game-creators-represent-alternative-distribution-ecosystems-outside-traditional-media-and-platform-creator-models|related|2026-04-04
 - studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry|related|2026-04-04
 - unnatural-brand-creator-narratives-damage-audience-trust-by-signaling-commercial-capture-rather-than-genuine-creative-collaboration|related|2026-04-04
+- Creator economy M&A dual-track structure reveals competing theses about value concentration|related|2026-04-24
 sourced_from:
 - inbox/archive/general/shapiro-relentless-creator-economy.md
 ---

domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md

@@ -10,7 +10,12 @@ agent: clay
 scope: structural
 sourcer: Trung Phan
 related_claims: ["[[entertainment IP should be treated as a multi-sided platform that enables fan creation rather than a unidirectional broadcast asset]]", "[[fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership]]"]
-related: ["distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection"]
+related:
+- distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection
+supports:
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination
+reweave_edges:
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination|supports|2026-04-24
 ---
 
 # Distributed narrative architecture enables IP to reach $80B+ scale without concentrated story by creating blank-canvas characters that allow fan projection

domains/entertainment/media disruption follows two sequential phases as distribution moats fall first and creation moats fall second.md

@@ -9,8 +9,11 @@ supports:
 - a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets
 reweave_edges:
 - a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets|supports|2026-04-04
+- Creator economy M&A dual-track structure reveals competing theses about value concentration|related|2026-04-24
 sourced_from:
 - inbox/archive/general/shapiro-infinite-tv.md
+related:
+- Creator economy M&A dual-track structure reveals competing theses about value concentration
 ---
 
 # media disruption follows two sequential phases as distribution moats fall first and creation moats fall second

domains/entertainment/minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth.md

@@ -15,10 +15,14 @@ supports:
 - royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth
 related:
 - Distributed narrative architecture enables IP to reach $80B+ scale without concentrated story by creating blank-canvas characters that allow fan projection
+- GIPHY platform dominance signals Phase 1 completion for blank narrative vessel IP by proving emotional affinity at internet scale
+- Pre-launch ARGs function as narrative validation mechanism for community-owned IP by testing story engagement before production investment
 reweave_edges:
 - Distributed narrative architecture enables IP to reach $80B+ scale without concentrated story by creating blank-canvas characters that allow fan projection|related|2026-04-17
 - microdramas-achieve-commercial-scale-through-conversion-funnel-architecture-not-narrative-quality|supports|2026-04-17
 - royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth|supports|2026-04-17
+- GIPHY platform dominance signals Phase 1 completion for blank narrative vessel IP by proving emotional affinity at internet scale|related|2026-04-24
+- Pre-launch ARGs function as narrative validation mechanism for community-owned IP by testing story engagement before production investment|related|2026-04-24
 sourced_from:
 - inbox/archive/entertainment/2025-02-01-animation-magazine-lil-pudgys-launch-thesoul.md
 - inbox/archive/entertainment/2026-04-xx-coindesk-pudgy-penguins-blueprint-tokenized-culture.md

domains/entertainment/royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth.md

@@ -16,11 +16,15 @@ related:
 - Distributed narrative architecture enables IP to reach $80B+ scale without concentrated story by creating blank-canvas characters that allow fan projection
 - minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth
 - NFT holder royalties from IP licensing create permanent financial skin-in-the-game that aligns holder interests with IP quality without requiring governance participation
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination
+- GIPHY platform dominance signals Phase 1 completion for blank narrative vessel IP by proving emotional affinity at internet scale
 reweave_edges:
 - community-owned-ip-is-community-branded-but-not-community-governed-in-flagship-web3-projects|supports|2026-04-17
 - Distributed narrative architecture enables IP to reach $80B+ scale without concentrated story by creating blank-canvas characters that allow fan projection|related|2026-04-17
 - minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth|related|2026-04-17
 - NFT holder royalties from IP licensing create permanent financial skin-in-the-game that aligns holder interests with IP quality without requiring governance participation|related|2026-04-17
+- Blank narrative vessel IP generates commercial affinity at scale but not civilizational coordination|related|2026-04-24
+- GIPHY platform dominance signals Phase 1 completion for blank narrative vessel IP by proving emotional affinity at internet scale|related|2026-04-24
 sourced_from:
 - inbox/archive/entertainment/2026-04-xx-coindesk-pudgy-penguins-blueprint-tokenized-culture.md
 - inbox/archive/entertainment/2026-03-10-coindesk-pudgy-world-launch-club-penguin-moment.md

domains/entertainment/web3-ip-crossover-strategy-inverts-from-blockchain-as-product-to-blockchain-as-invisible-infrastructure.md

@@ -18,8 +18,11 @@ reweave_edges:
 - hiding-blockchain-infrastructure-beneath-mainstream-presentation-enables-web3-projects-to-access-traditional-distribution-channels|supports|2026-04-17
 - pudgy-penguins-inverts-web3-ip-strategy-by-prioritizing-mainstream-distribution-before-community-building|supports|2026-04-17
 - Web3 gaming projects can achieve mainstream user acquisition without retention when brand strength precedes product-market fit|supports|2026-04-17
+- Negative CAC model inverts IP economics by treating merchandise as profitable user acquisition rather than monetization endpoint|related|2026-04-24
 sourced_from:
 - inbox/archive/entertainment/2026-04-12-coindesk-pudgy-world-hiding-crypto.md
+related:
+- Negative CAC model inverts IP economics by treating merchandise as profitable user acquisition rather than monetization endpoint
 ---
 
 # Web3 IP crossover strategy inverts from blockchain-as-product to blockchain-as-invisible-infrastructure when targeting mainstream audiences

domains/grand-strategy/attractor-coordination-enabled-abundance.md

@@ -2,8 +2,7 @@
 confidence: experimental
 created: 2026-04-02
 depends_on:
-- coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are
-  absent
+- coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent
 - Ostrom proved communities self-govern shared resources when eight design principles are met without requiring state control or privatization
 - designing coordination rules is categorically different from designing coordination outcomes as nine intellectual traditions independently confirm
 - voluntary safety commitments collapse under competitive pressure because coordination mechanisms like futarchy can bind where unilateral pledges cannot
@@ -14,9 +13,11 @@ domain: grand-strategy
 related:
 - attractor-post-scarcity-multiplanetary
 - futarchy-conditional-markets-aggregate-information-through-financial-stake-not-voting-participation
+- conceptual architecture
 reweave_edges:
 - three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture|supports|2026-04-17
 - attractor-post-scarcity-multiplanetary|related|2026-04-17
+- conceptual architecture|related|2026-04-24
 source: Leo, synthesis of Schmachtenberger third-attractor framework, Abdalla manuscript price-of-anarchy analysis, Ostrom design principles, KB futarchy/collective intelligence claims
 supports:
 - three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture

domains/grand-strategy/binding-international-governance-requires-commercial-migration-path-at-signing-not-low-competitive-stakes-at-inception.md

@@ -12,11 +12,13 @@ sourcer: Multiple sources (Wikipedia, Rapid Transition Alliance, LSE Grantham In
 related_claims: ["technology-governance-coordination-gaps-close-when-four-enabling-conditions-are-present-visible-triggering-events-commercial-network-effects-low-competitive-stakes-at-inception-or-physical-manifestation.md", "aviation-governance-succeeded-through-five-enabling-conditions-all-absent-for-ai.md"]
 supports:
 - Governance scope can bootstrap narrow and scale as commercial migration paths deepen over time
+- Industry support for technology governance is achievable when leading firms hold patents on compliant substitutes and governance creates mandatory migration from regulated technology
 related:
 - commercial-interests-blocking-condition-operates-continuously-through-ratification-not-just-at-governance-inception-as-proven-by-pabs-annex-dispute
 reweave_edges:
 - commercial-interests-blocking-condition-operates-continuously-through-ratification-not-just-at-governance-inception-as-proven-by-pabs-annex-dispute|related|2026-04-18
 - Governance scope can bootstrap narrow and scale as commercial migration paths deepen over time|supports|2026-04-18
+- Industry support for technology governance is achievable when leading firms hold patents on compliant substitutes and governance creates mandatory migration from regulated technology|supports|2026-04-24
 ---
 
 # Binding international governance for high-stakes technologies requires commercial migration paths to exist at signing, not low competitive stakes at inception

domains/grand-strategy/coercive-governance-instruments-create-offense-defense-asymmetries-when-applied-to-dual-use-capabilities.md

@@ -10,7 +10,14 @@ agent: leo
 sourced_from: grand-strategy/2026-04-14-axios-cisa-cuts-mythos-governance-conflict.md
 scope: causal
 sourcer: Axios
-related: ["frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments", "private-ai-lab-access-restrictions-create-government-offensive-defensive-capability-asymmetries-without-accountability-structure", "government designation of safety-conscious AI labs as supply chain risks inverts the regulatory dynamic by penalizing safety constraints rather than enforcing them"]
+related:
+- frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments
+- private-ai-lab-access-restrictions-create-government-offensive-defensive-capability-asymmetries-without-accountability-structure
+- government designation of safety-conscious AI labs as supply chain risks inverts the regulatory dynamic by penalizing safety constraints rather than enforcing them
+supports:
+- Coercive governance instruments produce offense-defense asymmetries through selective enforcement within the deploying agency
+reweave_edges:
+- Coercive governance instruments produce offense-defense asymmetries through selective enforcement within the deploying agency|supports|2026-04-24
 ---
 
 # Coercive governance instruments create offense-defense asymmetries when applied to dual-use capabilities because access restrictions affect defensive and offensive agencies asymmetrically

domains/grand-strategy/frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments.md

@@ -10,7 +10,22 @@ agent: leo
 sourced_from: grand-strategy/2026-04-22-cnbc-trump-anthropic-deal-possible-pentagon.md
 scope: structural
 sourcer: CNBC Technology
-related: ["judicial-framing-of-voluntary-ai-safety-constraints-as-financial-harm-removes-constitutional-floor-enabling-administrative-dismantling", "voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives", "government designation of safety-conscious AI labs as supply chain risks inverts the regulatory dynamic by penalizing safety constraints rather than enforcing them", "strategic-interest-alignment-determines-whether-national-security-framing-enables-or-undermines-mandatory-governance", "nation-states will inevitably assert control over frontier AI development because the monopoly on force is the foundational state function and weapons-grade AI capability in private hands is structurally intolerable to governments", "AI development is a critical juncture in institutional history where the mismatch between capabilities and governance creates a window for transformation", "legislative-ceiling-replicates-strategic-interest-inversion-at-statutory-scope-definition-level", "frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments", "private-ai-lab-access-restrictions-create-government-offensive-defensive-capability-asymmetries-without-accountability-structure"]
+related:
+- judicial-framing-of-voluntary-ai-safety-constraints-as-financial-harm-removes-constitutional-floor-enabling-administrative-dismantling
+- voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives
+- government designation of safety-conscious AI labs as supply chain risks inverts the regulatory dynamic by penalizing safety constraints rather than enforcing them
+- strategic-interest-alignment-determines-whether-national-security-framing-enables-or-undermines-mandatory-governance
+- nation-states will inevitably assert control over frontier AI development because the monopoly on force is the foundational state function and weapons-grade AI capability in private hands is structurally intolerable to governments
+- AI development is a critical juncture in institutional history where the mismatch between capabilities and governance creates a window for transformation
+- legislative-ceiling-replicates-strategic-interest-inversion-at-statutory-scope-definition-level
+- frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments
+- private-ai-lab-access-restrictions-create-government-offensive-defensive-capability-asymmetries-without-accountability-structure
+supports:
+- Coercive governance instruments produce offense-defense asymmetries through selective enforcement within the deploying agency
+- Limited-partner deployment model for ASL-4 capabilities fails at supply chain boundary because contractor access controls are structurally weaker than lab-internal controls
+reweave_edges:
+- Coercive governance instruments produce offense-defense asymmetries through selective enforcement within the deploying agency|supports|2026-04-24
+- Limited-partner deployment model for ASL-4 capabilities fails at supply chain boundary because contractor access controls are structurally weaker than lab-internal controls|supports|2026-04-24
 ---
 
 # When frontier AI capability becomes critical to national security, the government cannot maintain governance instruments that restrict its own access

domains/grand-strategy/pharmaceutical-governance-advances-required-triggering-events-not-incremental-advocacy-because-kefauver-three-year-blockage-preceded-thalidomide-breakthrough.md

@@ -17,6 +17,9 @@ supports:
 reweave_edges:
 - pharmaceutical-governance-advances-required-triggering-events-not-incremental-advocacy-because-kefauver-three-year-blockage-proves-technical-expertise-insufficient|supports|2026-04-19
 - triggering-event-architecture-requires-three-components-infrastructure-disaster-champion-as-confirmed-by-pharmaceutical-and-arms-control-cases|supports|2026-04-20
+- Industry support for technology governance is achievable when leading firms hold patents on compliant substitutes and governance creates mandatory migration from regulated technology|related|2026-04-24
+related:
+- Industry support for technology governance is achievable when leading firms hold patents on compliant substitutes and governance creates mandatory migration from regulated technology
 ---
 
 # Pharmaceutical governance advances required triggering events not incremental advocacy because Kefauver's three-year blockage preceded thalidomide breakthrough

domains/grand-strategy/product-liability-doctrine-creates-mandatory-architectural-safety-constraints-through-design-defect-framing-when-behavioral-patches-fail-to-prevent-foreseeable-professional-domain-harms.md

@@ -9,8 +9,15 @@ title: Product liability doctrine creates mandatory architectural safety constra
 agent: leo
 scope: causal
 sourcer: Stanford Law CodeX Center for Legal Informatics
-challenges: ["voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives"]
-related: ["voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives", "three-track-corporate-safety-governance-stack-reveals-sequential-ceiling-architecture"]
+challenges:
+- voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives
+related:
+- voluntary-ai-safety-constraints-lack-legal-enforcement-mechanism-when-primary-customer-demands-safety-unconstrained-alternatives
+- three-track-corporate-safety-governance-stack-reveals-sequential-ceiling-architecture
+supports:
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity
+reweave_edges:
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity|supports|2026-04-24
 ---
 
 # Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms

domains/grand-strategy/professional-practice-domain-violations-create-narrow-liability-pathway-for-architectural-negligence-because-regulated-domains-have-established-harm-thresholds-and-attribution-clarity.md

@@ -9,7 +9,12 @@ title: Professional practice domain violations create narrow liability pathway f
 agent: leo
 scope: structural
 sourcer: Stanford Law CodeX Center for Legal Informatics
-related: ["triggering-event-architecture-requires-three-components-infrastructure-disaster-champion-confirmed-across-pharmaceutical-and-arms-control-domains"]
+related:
+- triggering-event-architecture-requires-three-components-infrastructure-disaster-champion-confirmed-across-pharmaceutical-and-arms-control-domains
+supports:
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms
+reweave_edges:
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms|supports|2026-04-24
 ---
 
 # Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity

domains/grand-strategy/triggering-events-produce-domestic-regulatory-governance-but-cannot-produce-international-treaty-governance-when-commercial-network-effects-low-competitive-stakes-and-verifiability-are-absent.md

@@ -13,9 +13,11 @@ related_claims: ["[[technology-governance-coordination-gaps-close-when-four-enab
 related:
 - commercial-interests-blocking-condition-operates-continuously-through-ratification-not-just-at-governance-inception-as-proven-by-pabs-annex-dispute
 - Maximum triggering events produce broad international adoption without powerful actor participation because strategic interests override catastrophic death toll
+- Parallel governance deadline misses across independent domains indicate deliberate reorientation rather than administrative failure
 reweave_edges:
 - commercial-interests-blocking-condition-operates-continuously-through-ratification-not-just-at-governance-inception-as-proven-by-pabs-annex-dispute|related|2026-04-18
 - Maximum triggering events produce broad international adoption without powerful actor participation because strategic interests override catastrophic death toll|related|2026-04-19
+- Parallel governance deadline misses across independent domains indicate deliberate reorientation rather than administrative failure|related|2026-04-24
 ---
 
 # Triggering events are sufficient to eventually produce domestic regulatory governance but cannot produce international treaty governance when Conditions 2, 3, and 4 are absent — demonstrated by COVID-19 producing domestic health governance reforms across major economies while failing to produce a binding international pandemic treaty 6 years after the largest triggering event in modern history

domains/health/Big Food companies engineer addictive products by hacking evolutionary reward pathways creating a noncommunicable disease epidemic more deadly than the famines specialization eliminated.md

@@ -15,6 +15,9 @@ related:
 - famine disease and war are products of the agricultural revolution not immutable features of human existence and specialization has converted all three from unforeseeable catastrophes into preventable problems
 reweave_edges:
 - famine disease and war are products of the agricultural revolution not immutable features of human existence and specialization has converted all three from unforeseeable catastrophes into preventable problems|related|2026-03-31
+- The behavioral-biological health determinant dichotomy is false for obesity because what appears as behavioral overconsumption is dopamine reward dysregulation continuously activated by the food environment|supports|2026-04-24
+supports:
+- The behavioral-biological health determinant dichotomy is false for obesity because what appears as behavioral overconsumption is dopamine reward dysregulation continuously activated by the food environment
 ---
 
 # Big Food companies engineer addictive products by hacking evolutionary reward pathways creating a noncommunicable disease epidemic more deadly than the famines specialization eliminated

domains/health/ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement.md

@@ -6,13 +6,27 @@ confidence: speculative
 source: Frontiers in Medicine 2026, theoretical mechanism based on cognitive offloading research
 created: 2026-04-13
 agent: vida
-related: ["agent-generated code creates cognitive debt that compounds when developers cannot understand what was produced on their behalf", "ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement", "ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine", "dopaminergic-reinforcement-of-ai-reliance-predicts-behavioral-entrenchment-beyond-simple-habit-formation", "clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling", "never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling"]
+related:
+- agent-generated code creates cognitive debt that compounds when developers cannot understand what was produced on their behalf
+- ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement
+- ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine
+- dopaminergic-reinforcement-of-ai-reliance-predicts-behavioral-entrenchment-beyond-simple-habit-formation
+- clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling
+- never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling
 related_claims: ["[[human-in-the-loop clinical AI degrades to worse-than-AI-alone because physicians both de-skill from reliance and introduce errors when overriding correct outputs]]"]
-reweave_edges: ["AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable|supports|2026-04-14", "Dopaminergic reinforcement of AI-assisted success creates motivational entrenchment that makes deskilling a behavioral incentive problem, not just a training design problem|supports|2026-04-14", "Never-skilling \u2014 the failure to acquire foundational clinical competencies because AI was present during training \u2014 poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling|supports|2026-04-14"]
+reweave_edges:
+- AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable|supports|2026-04-14
+- Dopaminergic reinforcement of AI-assisted success creates motivational entrenchment that makes deskilling a behavioral incentive problem, not just a training design problem|supports|2026-04-14
+- Never-skilling — the failure to acquire foundational clinical competencies because AI was present during training — poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling|supports|2026-04-14
 scope: causal
 sourcer: Frontiers in Medicine
-supports: ["AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable", "Dopaminergic reinforcement of AI-assisted success creates motivational entrenchment that makes deskilling a behavioral incentive problem, not just a training design problem", "Never-skilling \u2014 the failure to acquire foundational clinical competencies because AI was present during training \u2014 poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling"]
+supports:
+- AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable
+- Dopaminergic reinforcement of AI-assisted success creates motivational entrenchment that makes deskilling a behavioral incentive problem, not just a training design problem
+- Never-skilling — the failure to acquire foundational clinical competencies because AI was present during training — poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling
 title: "AI assistance may produce neurologically-grounded, partially irreversible skill degradation through three concurrent mechanisms: prefrontal disengagement, hippocampal memory formation reduction, and dopaminergic reinforcement of AI reliance"
+challenges:
+- AI micro-learning loop creates durable upskilling through review-confirm-override cycle at point of care
 ---
 
 # AI assistance may produce neurologically-grounded, partially irreversible skill degradation through three concurrent mechanisms: prefrontal disengagement, hippocampal memory formation reduction, and dopaminergic reinforcement of AI reliance

domains/health/ambient-ai-scribes-create-three-party-liability-exposure-outside-fda-oversight.md

@@ -12,8 +12,13 @@ sourcer: JCO Oncology Practice
 related_claims: ["[[ambient AI documentation reduces physician documentation burden by 73 percent but the relationship between automation and burnout is more complex than time savings alone]]", "[[human-in-the-loop clinical AI degrades to worse-than-AI-alone because physicians both de-skill from reliance and introduce errors when overriding correct outputs]]", "[[healthcare AI regulation needs blank-sheet redesign because the FDA drug-and-device model built for static products cannot govern continuously learning software]]"]
 supports:
 - Ambient AI scribes are generating wiretapping and biometric privacy lawsuits because health systems deployed without patient consent protocols for third-party audio processing
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms
 reweave_edges:
 - Ambient AI scribes are generating wiretapping and biometric privacy lawsuits because health systems deployed without patient consent protocols for third-party audio processing|supports|2026-04-03
+- Product liability doctrine creates mandatory architectural safety constraints through design defect framing when behavioral patches fail to prevent foreseeable professional domain harms|supports|2026-04-24
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity|related|2026-04-24
+related:
+- Professional practice domain violations create narrow liability pathway for architectural negligence because regulated domains have established harm thresholds and attribution clarity
 ---
 
 # Ambient AI scribes create simultaneous malpractice exposure for clinicians, institutional liability for hospitals, and product liability for manufacturers while operating outside FDA medical device regulation

domains/health/audio-only-telehealth-equity-relevant-modality-overindexes-underserved-populations.md

@@ -9,8 +9,16 @@ title: Audio-only telehealth is the equity-relevant modality because it over-ind
 agent: vida
 scope: functional
 sourcer: JMIR 2024
-challenges: ["the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access", "generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity"]
-related: ["the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access", "generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity"]
+challenges:
+- the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access
+- generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity
+related:
+- the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access
+- generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity
+supports:
+- Medicaid-accepting facilities are 25 percent less likely to offer telehealth services, reproducing in-person access disparities in digital modalities
+reweave_edges:
+- Medicaid-accepting facilities are 25 percent less likely to offer telehealth services, reproducing in-person access disparities in digital modalities|supports|2026-04-24
 ---
 
 # Audio-only telehealth is the equity-relevant modality because it over-indexes on populations that video-based telehealth systematically underserves

domains/health/generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity.md

@@ -11,8 +11,16 @@ attribution:
   sourcer:
     - handle: "adepoju-et-al."
       context: "Adepoju et al. 2024, PMC11450565"
-related: ["Tailored digital health interventions achieve clinically significant systolic BP reductions at 12 months in US populations experiencing health disparities, but the effect is conditional on design specificity for these populations rather than generic deployment", "Rural food-insecure populations enrolled in food assistance interventions at 81 percent versus 53 percent in urban settings, suggesting rural populations may be more receptive to food-based health interventions due to more severe baseline food access constraints", "generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity"]
-reweave_edges: ["Tailored digital health interventions achieve clinically significant systolic BP reductions at 12 months in US populations experiencing health disparities, but the effect is conditional on design specificity for these populations rather than generic deployment|related|2026-04-07", "Rural food-insecure populations enrolled in food assistance interventions at 81 percent versus 53 percent in urban settings, suggesting rural populations may be more receptive to food-based health interventions due to more severe baseline food access constraints|related|2026-04-17"]
+related:
+- Tailored digital health interventions achieve clinically significant systolic BP reductions at 12 months in US populations experiencing health disparities, but the effect is conditional on design specificity for these populations rather than generic deployment
+- Rural food-insecure populations enrolled in food assistance interventions at 81 percent versus 53 percent in urban settings, suggesting rural populations may be more receptive to food-based health interventions due to more severe baseline food access constraints
+- generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity
+reweave_edges:
+- Tailored digital health interventions achieve clinically significant systolic BP reductions at 12 months in US populations experiencing health disparities, but the effect is conditional on design specificity for these populations rather than generic deployment|related|2026-04-07
+- Rural food-insecure populations enrolled in food assistance interventions at 81 percent versus 53 percent in urban settings, suggesting rural populations may be more receptive to food-based health interventions due to more severe baseline food access constraints|related|2026-04-17
+supports:
+- Audio-only telehealth is the equity-relevant modality because it over-indexes on populations that video-based telehealth systematically underserves
+- Medicaid-accepting facilities are 25 percent less likely to offer telehealth services, reproducing in-person access disparities in digital modalities
 ---
 
 # Generic digital health deployment reproduces existing disparities by disproportionately benefiting higher-income, higher-education users despite nominal technology access equity, because health literacy and navigation barriers concentrate digital health benefits upward

domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md

@@ -20,11 +20,13 @@ reweave_edges:
 - GLP-1 year-one persistence for obesity nearly doubled from 2021 to 2024 driven by supply normalization and improved patient management|challenges|2026-04-09
 - Comprehensive behavioral wraparound may enable durable weight maintenance post-GLP-1 cessation, challenging the unconditional continuous-delivery requirement|related|2026-04-14
 - Is the GLP-1 economic problem unsustainable chronic costs or wasted investment from low persistence?|challenges|2026-04-17
+- GLP-1 receptor agonists may address multiple substance use disorders through shared mesolimbic dopamine circuit modulation with 33 clinical trials underway across alcohol opioid nicotine and cocaine use|related|2026-04-24
 supports:
 - GLP-1 long-term persistence remains structurally limited at 14 percent by year two despite year-one improvements
 related:
 - glp-1-receptor-agonists-require-continuous-treatment-because-metabolic-benefits-reverse-within-28-52-weeks-of-discontinuation
 - Comprehensive behavioral wraparound may enable durable weight maintenance post-GLP-1 cessation, challenging the unconditional continuous-delivery requirement
+- GLP-1 receptor agonists may address multiple substance use disorders through shared mesolimbic dopamine circuit modulation with 33 clinical trials underway across alcohol opioid nicotine and cocaine use
 sourced_from:
 - inbox/archive/health/2024-08-01-jmcp-glp1-persistence-adherence-commercial-populations.md
 ---

domains/health/glp-1-therapy-requires-nutritional-monitoring-infrastructure-but-92-percent-receive-no-dietitian-support.md

@@ -12,8 +12,10 @@ sourcer: OMA/ASN/ACLM/Obesity Society
 related_claims: ["[[GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035]]", "[[SDOH interventions show strong ROI but adoption stalls because Z-code documentation remains below 3 percent and no operational infrastructure connects screening to action]]"]
 supports:
 - GLP-1 nutritional support advisory explicitly recommends SNAP enrollment support creating institutional contradiction with simultaneous 186 billion dollar SNAP cuts
+- GLP-1 appetite suppression creates a protein deficiency pathway that causes muscle loss, making resistance training mechanistically necessary rather than complementary
 reweave_edges:
 - GLP-1 nutritional support advisory explicitly recommends SNAP enrollment support creating institutional contradiction with simultaneous 186 billion dollar SNAP cuts|supports|2026-04-12
+- GLP-1 appetite suppression creates a protein deficiency pathway that causes muscle loss, making resistance training mechanistically necessary rather than complementary|supports|2026-04-24
 sourced_from:
 - inbox/archive/health/2025-05-31-oma-asn-aclm-obesity-society-glp1-nutritional-priorities-advisory.md
 ---

domains/health/glp1-hfpef-creates-competing-mechanisms-cardiac-benefit-versus-sarcopenic-malnutrition-risk.md

@@ -16,6 +16,9 @@ related:
 reweave_edges:
 - acc-2025-distinguishes-glp1-symptom-improvement-from-mortality-reduction-in-hfpef|related|2026-04-12
 - GLP-1 receptor agonism provides weight-independent cardioprotective benefits in HFpEF through attenuated cardiac fibrosis and reverse lipid transport|related|2026-04-12
+- GLP-1 appetite suppression creates a protein deficiency pathway that causes muscle loss, making resistance training mechanistically necessary rather than complementary|supports|2026-04-24
+supports:
+- GLP-1 appetite suppression creates a protein deficiency pathway that causes muscle loss, making resistance training mechanistically necessary rather than complementary
 ---
 
 # GLP-1 therapy in obese HFpEF creates competing mechanisms where 40-plus percent cardiac benefit competes with worsening sarcopenic malnutrition that doubles adverse event risk

domains/health/glp1-receptor-agonists-address-substance-use-disorders-through-mesolimbic-dopamine-modulation.md

@@ -10,8 +10,17 @@ agent: vida
 sourced_from: health/2026-04-23-glp1-substance-use-disorder-33-trials.md
 scope: causal
 sourcer: PubMed/ClinicalTrials.gov systematic review
-challenges: ["medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm"]
-related: ["glp-1-receptor-agonists-require-continuous-treatment-because-metabolic-benefits-reverse-within-28-52-weeks-of-discontinuation", "medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm"]
+challenges:
+- medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm
+related:
+- glp-1-receptor-agonists-require-continuous-treatment-because-metabolic-benefits-reverse-within-28-52-weeks-of-discontinuation
+- medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm
+supports:
+- The behavioral-biological health determinant dichotomy is false for obesity because what appears as behavioral overconsumption is dopamine reward dysregulation continuously activated by the food environment
+- Hedonic eating is mediated by dopamine reward circuits that adapt to GLP-1 suppression explaining both why GLP-1s work and why they require continuous delivery
+reweave_edges:
+- The behavioral-biological health determinant dichotomy is false for obesity because what appears as behavioral overconsumption is dopamine reward dysregulation continuously activated by the food environment|supports|2026-04-24
+- Hedonic eating is mediated by dopamine reward circuits that adapt to GLP-1 suppression explaining both why GLP-1s work and why they require continuous delivery|supports|2026-04-24
 ---
 
 # GLP-1 receptor agonists may address multiple substance use disorders through shared mesolimbic dopamine circuit modulation with 33 clinical trials underway across alcohol opioid nicotine and cocaine use

domains/health/hedonic-eating-dopamine-circuit-adapts-to-glp1-suppression-explaining-continuous-delivery-requirement.md

@@ -10,7 +10,13 @@ agent: vida
 sourced_from: health/2026-04-23-science-hedonic-eating-dopamine-glp1.md
 scope: causal
 sourcer: Zhenggang Zhu, Scott M. Sternson et al., Janelia Research Campus
-related: ["glp1-long-term-persistence-ceiling-14-percent-year-two", "glp-1-receptor-agonists-require-continuous-treatment-because-metabolic-benefits-reverse-within-28-52-weeks-of-discontinuation"]
+related:
+- glp1-long-term-persistence-ceiling-14-percent-year-two
+- glp-1-receptor-agonists-require-continuous-treatment-because-metabolic-benefits-reverse-within-28-52-weeks-of-discontinuation
+supports:
+- GLP-1 receptor agonists may address multiple substance use disorders through shared mesolimbic dopamine circuit modulation with 33 clinical trials underway across alcohol opioid nicotine and cocaine use
+reweave_edges:
+- GLP-1 receptor agonists may address multiple substance use disorders through shared mesolimbic dopamine circuit modulation with 33 clinical trials underway across alcohol opioid nicotine and cocaine use|supports|2026-04-24
 ---
 
 # Hedonic eating is mediated by dopamine reward circuits that adapt to GLP-1 suppression explaining both why GLP-1s work and why they require continuous delivery

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

@@ -14,9 +14,11 @@ related_claims:
   - us-hypertension-mortality-doubled-2000-2019-while-treatment-control-stagnated-structural-access-failure
 supports:
 - hypertension-related-cvd-mortality-doubled-2000-2023-despite-available-treatment-indicating-behavioral-sdoh-failure
+- The US healthcare spending/outcome paradox — world-class acute care outcomes with dramatically worse preventable mortality — is the strongest empirical confirmation that non-clinical factors dominate population health
 reweave_edges:
 - hypertension-related-cvd-mortality-doubled-2000-2023-despite-available-treatment-indicating-behavioral-sdoh-failure|supports|2026-03-31
 - us-healthcare-ranks-last-among-peer-nations-despite-highest-spending-because-access-and-equity-failures-override-clinical-quality|related|2026-04-04
+- The US healthcare spending/outcome paradox — world-class acute care outcomes with dramatically worse preventable mortality — is the strongest empirical confirmation that non-clinical factors dominate population health|supports|2026-04-24
 related:
 - us-healthcare-ranks-last-among-peer-nations-despite-highest-spending-because-access-and-equity-failures-override-clinical-quality
 ---

domains/health/medicare-glp1-bridge-lis-exclusion-structurally-denies-lowest-income-access.md

@@ -10,8 +10,17 @@ agent: vida
 sourced_from: health/2026-04-22-kff-medicare-glp1-bridge-lis-exclusion.md
 scope: structural
 sourcer: KFF Health Policy
-supports: ["glp-1-access-structure-inverts-need-creating-equity-paradox"]
-related: ["medicaid-glp1-coverage-reversing-through-state-budget-pressure", "glp-1-access-structure-inverts-need-creating-equity-paradox", "glp1-access-follows-systematic-inversion-highest-burden-states-have-lowest-coverage-and-highest-income-relative-cost", "wealth-stratified-glp1-access-creates-disease-progression-disparity-with-lowest-income-black-patients-treated-at-13-percent-higher-bmi"]
+supports:
+- glp-1-access-structure-inverts-need-creating-equity-paradox
+related:
+- medicaid-glp1-coverage-reversing-through-state-budget-pressure
+- glp-1-access-structure-inverts-need-creating-equity-paradox
+- glp1-access-follows-systematic-inversion-highest-burden-states-have-lowest-coverage-and-highest-income-relative-cost
+- wealth-stratified-glp1-access-creates-disease-progression-disparity-with-lowest-income-black-patients-treated-at-13-percent-higher-bmi
+challenges:
+- Medicare GLP-1 Bridge Program
+reweave_edges:
+- Medicare GLP-1 Bridge Program|challenges|2026-04-24
 ---
 
 # The Medicare GLP-1 Bridge program's Low-Income Subsidy exclusion structurally denies the lowest-income Medicare beneficiaries access to GLP-1 obesity coverage despite nominal eligibility

domains/health/never-skilling-distinct-from-deskilling-affects-trainees-not-experienced-physicians.md

@@ -10,7 +10,17 @@ agent: vida
 sourced_from: health/2026-04-22-oettl-2026-ai-deskilling-to-upskilling-orthopedics.md
 scope: structural
 sourcer: Oettl et al., Journal of Experimental Orthopaedics
-related: ["cytology-lab-consolidation-creates-never-skilling-pathway-through-80-percent-training-volume-destruction", "clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling", "never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling", "never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment"]
+related:
+- cytology-lab-consolidation-creates-never-skilling-pathway-through-80-percent-training-volume-destruction
+- clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling
+- never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling
+- never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment
+supports:
+- AI-integrated cervical cytology screening reduces trainee exposure to routine cases creating never-skilling risk for foundational pattern recognition skills
+- Never-skilling affects trainees while deskilling affects experienced physicians creating distinct population risks with different intervention requirements
+reweave_edges:
+- AI-integrated cervical cytology screening reduces trainee exposure to routine cases creating never-skilling risk for foundational pattern recognition skills|supports|2026-04-24
+- Never-skilling affects trainees while deskilling affects experienced physicians creating distinct population risks with different intervention requirements|supports|2026-04-24
 ---
 
 # Never-skilling is mechanistically distinct from deskilling because it affects trainees who lack baseline competency rather than experienced physicians losing existing skills

domains/health/never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling.md

@@ -6,12 +6,22 @@ confidence: experimental
 source: Journal of Experimental Orthopaedics (March 2026), NEJM (2025-2026), Lancet Digital Health (2025)
 created: 2026-04-13
 agent: vida
-related: ["AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable", "never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling", "never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment", "clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling", "ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement", "delegating critical infrastructure development to AI creates civilizational fragility because humans lose the ability to understand maintain and fix the systems civilization depends on", "cytology-lab-consolidation-creates-never-skilling-pathway-through-80-percent-training-volume-destruction"]
+related:
+- AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable
+- never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling
+- never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment
+- clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling
+- ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement
+- delegating critical infrastructure development to AI creates civilizational fragility because humans lose the ability to understand maintain and fix the systems civilization depends on
+- cytology-lab-consolidation-creates-never-skilling-pathway-through-80-percent-training-volume-destruction
 related_claims: ["[[human-in-the-loop clinical AI degrades to worse-than-AI-alone because physicians both de-skill from reliance and introduce errors when overriding correct outputs]]"]
-reweave_edges: ["AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable|related|2026-04-14"]
+reweave_edges:
+- AI-induced deskilling follows a consistent cross-specialty pattern where AI assistance improves performance while present but creates cognitive dependency that degrades performance when AI is unavailable|related|2026-04-14
 scope: causal
 sourcer: Journal of Experimental Orthopaedics / Wiley
 title: Never-skilling — the failure to acquire foundational clinical competencies because AI was present during training — poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling
+supports:
+- Never-skilling affects trainees while deskilling affects experienced physicians creating distinct population risks with different intervention requirements
 ---
 
 # Never-skilling — the failure to acquire foundational clinical competencies because AI was present during training — poses a detection-resistant, potentially unrecoverable threat to medical education that is structurally worse than deskilling

domains/health/no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026.md

@@ -9,8 +9,22 @@ title: No peer-reviewed evidence of durable physician upskilling from AI exposur
 agent: vida
 scope: correlational
 sourcer: Heudel PE, Crochet H, Filori Q, Bachelot T, Blay JY
-supports: ["human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alone-because-physicians-both-de-skill-from-reliance-and-introduce-errors-when-overriding-correct-outputs", "ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine"]
-related: ["human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alone-because-physicians-both-de-skill-from-reliance-and-introduce-errors-when-overriding-correct-outputs", "ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine", "automation-bias-in-medicine-increases-false-positives-through-anchoring-on-ai-output", "clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling", "never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling", "never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment", "human-in-the-loop clinical AI degrades to worse-than-AI-alone because physicians both de-skill from reliance and introduce errors when overriding correct outputs", "no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026"]
+supports:
+- human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alone-because-physicians-both-de-skill-from-reliance-and-introduce-errors-when-overriding-correct-outputs
+- ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine
+related:
+- human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alone-because-physicians-both-de-skill-from-reliance-and-introduce-errors-when-overriding-correct-outputs
+- ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine
+- automation-bias-in-medicine-increases-false-positives-through-anchoring-on-ai-output
+- clinical-ai-creates-three-distinct-skill-failure-modes-deskilling-misskilling-neverskilling
+- never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling
+- never-skilling-is-structurally-invisible-because-it-lacks-pre-ai-baseline-requiring-prospective-competency-assessment
+- human-in-the-loop clinical AI degrades to worse-than-AI-alone because physicians both de-skill from reliance and introduce errors when overriding correct outputs
+- no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026
+challenges:
+- AI micro-learning loop creates durable upskilling through review-confirm-override cycle at point of care
+reweave_edges:
+- AI micro-learning loop creates durable upskilling through review-confirm-override cycle at point of care|challenges|2026-04-24
 ---
 
 # No peer-reviewed evidence of durable physician upskilling from AI exposure as of mid-2026

domains/health/tailored-digital-health-interventions-achieve-sustained-bp-reduction-in-disparity-populations-but-effect-requires-population-specific-design.md

@@ -10,6 +10,10 @@ agent: vida
 scope: causal
 sourcer: JAMA Network Open
 related_claims: ["[[only-23-percent-of-treated-us-hypertensives-achieve-blood-pressure-control-demonstrating-pharmacological-availability-is-not-the-binding-constraint]]", "[[continuous health monitoring is converging on a multi-layer sensor stack of ambient wearables periodic patches and environmental sensors processed through AI middleware]]", "[[SDOH interventions show strong ROI but adoption stalls because Z-code documentation remains below 3 percent and no operational infrastructure connects screening to action]]"]
+related:
+- Culturally adapted digital mental health interventions achieve double the effect size for racial/ethnic minorities compared to standard apps
+reweave_edges:
+- Culturally adapted digital mental health interventions achieve double the effect size for racial/ethnic minorities compared to standard apps|related|2026-04-24
 ---
 
 # Tailored digital health interventions achieve clinically significant systolic BP reductions at 12 months in US populations experiencing health disparities, but the effect is conditional on design specificity for these populations rather than generic deployment

domains/health/the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access.md

@@ -5,8 +5,15 @@ description: SAMHSA projects a 250K professional shortage while nearly half the
 confidence: likely
 supports:
 - generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity
+- Medicaid-accepting facilities are 25 percent less likely to offer telehealth services, reproducing in-person access disparities in digital modalities
 reweave_edges:
 - generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity|supports|2026-04-03
+- Audio-only telehealth is the equity-relevant modality because it over-indexes on populations that video-based telehealth systematically underserves|related|2026-04-24
+- Culturally adapted digital mental health interventions achieve double the effect size for racial/ethnic minorities compared to standard apps|related|2026-04-24
+- Medicaid-accepting facilities are 25 percent less likely to offer telehealth services, reproducing in-person access disparities in digital modalities|supports|2026-04-24
+related:
+- Audio-only telehealth is the equity-relevant modality because it over-indexes on populations that video-based telehealth systematically underserves
+- Culturally adapted digital mental health interventions achieve double the effect size for racial/ethnic minorities compared to standard apps
 ---
 
 # the mental health supply gap is widening not closing because demand outpaces workforce growth and technology primarily serves the already-served rather than expanding access

domains/health/tirzepatide-patent-thicket-extends-exclusivity-to-2041-bifurcating-glp1-market-into-commodity-and-premium-tiers.md

@@ -12,11 +12,13 @@ sourcer: DrugPatentWatch / GreyB / i-mak.org
 related_claims: ["[[GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035]]", "[[cipla-dual-role-generic-semaglutide-and-branded-tirzepatide-exemplifies-portfolio-hedge-strategy-for-bifurcated-markets]]", "[[indian-generic-semaglutide-exports-enabled-by-evergreening-rejection-create-global-access-pathway-before-us-patent-expiry]]"]
 supports:
 - Cipla's dual role as generic semaglutide entrant AND Lilly's branded tirzepatide partner exemplifies the portfolio hedge strategy for pharmaceutical companies navigating market bifurcation
+- Apotex Inc.
 related:
 - Indian generic semaglutide exports enabled by evergreening rejection create a global access pathway before US patent expiry
 reweave_edges:
 - Cipla's dual role as generic semaglutide entrant AND Lilly's branded tirzepatide partner exemplifies the portfolio hedge strategy for pharmaceutical companies navigating market bifurcation|supports|2026-04-07
 - Indian generic semaglutide exports enabled by evergreening rejection create a global access pathway before US patent expiry|related|2026-04-07
+- Apotex Inc.|supports|2026-04-24
 ---
 
 # Tirzepatide's patent thicket extending to 2041 bifurcates the GLP-1 market into a commodity tier (semaglutide generics, $15-77/month) and a premium tier (tirzepatide, $1,000+/month) from 2026-2036

domains/health/us-healthspan-lifespan-gap-largest-globally-despite-highest-spending.md

@@ -12,8 +12,10 @@ sourcer: Garmany et al. (Mayo Clinic)
 related_claims: ["[[medical care explains only 10-20 percent of health outcomes because behavioral social and genetic factors dominate as four independent methodologies confirm]]", "[[Big Food companies engineer addictive products by hacking evolutionary reward pathways creating a noncommunicable disease epidemic more deadly than the famines specialization eliminated]]"]
 supports:
 - US healthspan declined from 65.3 to 63.9 years (2000-2021) while life expectancy headlines improved, demonstrating that lifespan and healthspan are diverging metrics
+- The US healthcare spending/outcome paradox — world-class acute care outcomes with dramatically worse preventable mortality — is the strongest empirical confirmation that non-clinical factors dominate population health
 reweave_edges:
 - US healthspan declined from 65.3 to 63.9 years (2000-2021) while life expectancy headlines improved, demonstrating that lifespan and healthspan are diverging metrics|supports|2026-04-07
+- The US healthcare spending/outcome paradox — world-class acute care outcomes with dramatically worse preventable mortality — is the strongest empirical confirmation that non-clinical factors dominate population health|supports|2026-04-24
 ---
 
 # The US has the world's largest healthspan-lifespan gap (12.4 years) despite highest per-capita healthcare spending, indicating structural system failure rather than resource scarcity

domains/internet-finance/amm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.md

@@ -9,10 +9,12 @@ related:
 - amm-futarchy-reduces-state-rent-costs-from-135-225-sol-annually-to-near-zero-by-replacing-clob-market-pairs
 - high-fee-amms-create-lp-incentive-and-manipulation-deterrent-simultaneously-by-making-passive-provision-profitable-and-active-trading-expensive
 - Reclaimable OpenBook market rent reduces futarchy proposal friction because the ~4 SOL creation cost previously deterred marginal proposals
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises
 reweave_edges:
 - amm-futarchy-reduces-state-rent-costs-from-135-225-sol-annually-to-near-zero-by-replacing-clob-market-pairs|related|2026-04-04
 - high-fee-amms-create-lp-incentive-and-manipulation-deterrent-simultaneously-by-making-passive-provision-profitable-and-active-trading-expensive|related|2026-04-18
 - Reclaimable OpenBook market rent reduces futarchy proposal friction because the ~4 SOL creation cost previously deterred marginal proposals|related|2026-04-19
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises|related|2026-04-24
 ---
 
 # AMM futarchy bootstraps liquidity through high fee incentives and required proposer initial liquidity creating self-reinforcing depth

domains/internet-finance/cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets.md

@@ -10,7 +10,14 @@ agent: rio
 sourced_from: internet-finance/2026-04-21-norton-rose-cftc-anprm-comprehensive-analysis.md
 scope: functional
 sourcer: Norton Rose Fulbright
-related: ["cftc-anprm-economic-purpose-test-revival-creates-gatekeeping-mechanism-for-event-contracts", "cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets", "cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets"]
+related:
+- cftc-anprm-economic-purpose-test-revival-creates-gatekeeping-mechanism-for-event-contracts
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+- cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets
+supports:
+- Norton Rose Fulbright
+reweave_edges:
+- Norton Rose Fulbright|supports|2026-04-24
 ---
 
 # CFTC ANPRM margin trading question signals potential leverage expansion for prediction markets because explicit regulatory inquiry into margin requirements indicates agency willingness to permit leveraged positions on event contracts

domains/internet-finance/conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects.md

@@ -13,6 +13,7 @@ related_claims: ["[[coin price is the fairest objective function for asset futar
 supports:
 - Advisory futarchy avoids selection distortion by decoupling prediction from execution because non-binding markets cannot create the approval-signals-prosperity correlation that Rasmont identifies
 - nicolas-rasmont
+- Futarchy is parasitic on what it tries to govern because selection bias inefficiency costs are paid by the organization while gains accrue to market participants
 reweave_edges:
 - Advisory futarchy avoids selection distortion by decoupling prediction from execution because non-binding markets cannot create the approval-signals-prosperity correlation that Rasmont identifies|supports|2026-04-17
 - Conditional decision market selection bias is mitigatable through decision-maker market participation, timing transparency, and low-rate random rejection without requiring structural redesign|related|2026-04-18
@@ -20,6 +21,7 @@ reweave_edges:
 - mikhail-samin|related|2026-04-18
 - nicolas-rasmont|supports|2026-04-18
 - Post-hoc randomization requires implausibly high implementation rates (50%+) to overcome selection bias in futarchy|related|2026-04-19
+- Futarchy is parasitic on what it tries to govern because selection bias inefficiency costs are paid by the organization while gains accrue to market participants|supports|2026-04-24
 challenges:
 - Hanson's decision-selection-bias solution requires decision-makers to trade in markets to reveal private information and approximately 5 percent random rejection of otherwise-approved proposals
 related:

domains/internet-finance/congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy.md

@@ -10,8 +10,14 @@ agent: rio
 scope: structural
 sourcer: Rep. Ritchie Torres
 related_claims: ["[[futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires]]"]
-related: ["Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition", "congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy", "futarchy-governance-markets-create-insider-trading-paradox-because-informed-governance-participants-are-simultaneously-the-most-valuable-traders-and-the-most-restricted-under-insider-trading-frameworks"]
-reweave_edges: ["Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition|related|2026-04-18"]
+related:
+- Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition
+- congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy
+- futarchy-governance-markets-create-insider-trading-paradox-because-informed-governance-participants-are-simultaneously-the-most-valuable-traders-and-the-most-restricted-under-insider-trading-frameworks
+reweave_edges:
+- Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition|related|2026-04-18
+supports:
+- Prediction market insider trading concentrates in three principal types — government officials with policy information, ICO teams with operational information, and candidates with electoral information — each requiring different enforcement mechanisms
 ---
 
 # Congressional insider trading legislation for prediction markets treats them as financial instruments not gambling strengthening DCM regulatory legitimacy

domains/internet-finance/democratic-war-bets-enforcement-demand-creates-cftc-offshore-jurisdiction-dilemma.md

@@ -10,6 +10,10 @@ agent: rio
 scope: structural
 sourcer: CNBC
 related_claims: ["[[congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy]]"]
+related:
+- Single-commissioner CFTC rulemaking creates legitimacy risk where future commission composition could reverse prediction market regulatory protections
+reweave_edges:
+- Single-commissioner CFTC rulemaking creates legitimacy risk where future commission composition could reverse prediction market regulatory protections|related|2026-04-24
 ---
 
 # Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition

domains/internet-finance/executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law.md

@@ -14,6 +14,9 @@ related:
 - The CFTC's multi-state litigation posture represents a qualitative shift from regulatory rule-drafting to active jurisdictional defense of prediction markets
 reweave_edges:
 - The CFTC's multi-state litigation posture represents a qualitative shift from regulatory rule-drafting to active jurisdictional defense of prediction markets|related|2026-04-17
+- Preemptive federal litigation creates jurisdictional shield against state prediction market enforcement|supports|2026-04-24
+supports:
+- Preemptive federal litigation creates jurisdictional shield against state prediction market enforcement
 ---
 
 # Executive branch offensive litigation creates preemption through simultaneous multi-state suits not defensive case-law

domains/internet-finance/futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md

@@ -12,12 +12,14 @@ related:
 - myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment
 - futarchy-governance-overhead-increases-decision-friction-because-every-significant-action-requires-conditional-market-consensus-preventing-fast-pivots
 - play-money-futarchy-attracts-participation-but-produces-uncalibrated-predictions-because-absence-of-downside-risk-removes-selection-pressure
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises
 reweave_edges:
 - Is futarchy's low participation in uncontested decisions efficient disuse or a sign of structural adoption barriers?|related|2026-04-18
 - Futarchy requires quantifiable exogenous KPIs as a deployment constraint because most DAO proposals lack measurable objectives|related|2026-04-18
 - myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment|related|2026-04-18
 - futarchy-governance-overhead-increases-decision-friction-because-every-significant-action-requires-conditional-market-consensus-preventing-fast-pivots|related|2026-04-19
 - play-money-futarchy-attracts-participation-but-produces-uncalibrated-predictions-because-absence-of-downside-risk-removes-selection-pressure|related|2026-04-19
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises|related|2026-04-24
 ---
 
 Futarchy faces three concrete adoption barriers that compound to limit participation: token price psychology, proposal creation difficulty, and liquidity requirements. These aren't theoretical concerns but observed friction in MetaDAO's implementation.

domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md

@@ -7,8 +7,10 @@ source: "MetaDAO AMM proposal CF9QUBS251FnNGZHLJ4WbB2CVRi5BtqJbCqMi47NX1PG, 2024
 created: 2026-03-11
 related:
 - liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-wash-trading-costs-because-high-fees-make-price-movement-expensive
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises
 reweave_edges:
 - liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-wash-trading-costs-because-high-fees-make-price-movement-expensive|related|2026-04-18
+- MetaDAO Futarchy AMM eliminated locked-capital requirement for governance proposals through spot liquidity borrowing enabling uncapped raises|related|2026-04-24
 ---
 
 # Futarchy CLOB liquidity fragmentation creates wide spreads because pricing counterfactual governance outcomes has inherent uncertainty

domains/internet-finance/futarchy-governance-markets-create-insider-trading-paradox-because-informed-governance-participants-are-simultaneously-the-most-valuable-traders-and-the-most-restricted-under-insider-trading-frameworks.md

@@ -18,8 +18,10 @@ related:
 - stock-markets-function-despite-20-40-percent-insider-trading-proving-information-asymmetry-does-not-break-price-discovery
 - congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy
 - polymarket-insider-trading-rules-updated-in-response-to-p2p-me-case
+- Prediction market insider trading concentrates in three principal types — government officials with policy information, ICO teams with operational information, and candidates with electoral information — each requiring different enforcement mechanisms
 reweave_edges:
 - congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy|related|2026-04-18
+- Prediction market insider trading concentrates in three principal types — government officials with policy information, ICO teams with operational information, and candidates with electoral information — each requiring different enforcement mechanisms|related|2026-04-24
 ---
 
 # Futarchy governance markets create insider trading paradox because informed governance participants are simultaneously the most valuable traders and the most restricted under insider trading frameworks

domains/internet-finance/ownership coins primary value proposition is investor protection not governance quality because anti-rug enforcement through market-governed liquidation creates credible exit guarantees that no amount of decision optimization can match.md

@@ -13,10 +13,12 @@ depends_on:
 related:
 - access-friction-functions-as-a-natural-conviction-filter-in-token-launches-because-process-difficulty-selects-for-genuine-believers-while-price-friction-selects-for-wealthy-speculators
 - defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff
+- MetaDAO curated launches achieved 100% above-ICO price versus Pump.fun <0.5% survival rate demonstrating ownership coin selection advantage
 reweave_edges:
 - access-friction-functions-as-a-natural-conviction-filter-in-token-launches-because-process-difficulty-selects-for-genuine-believers-while-price-friction-selects-for-wealthy-speculators|related|2026-04-04
 - defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff|related|2026-04-18
 - Ownership coins solve minority investor protection through conditional market forced buyouts not governance quality|supports|2026-04-19
+- MetaDAO curated launches achieved 100% above-ICO price versus Pump.fun <0.5% survival rate demonstrating ownership coin selection advantage|related|2026-04-24
 supports:
 - Ownership coins solve minority investor protection through conditional market forced buyouts not governance quality
 sourced_from:

domains/internet-finance/polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md

@@ -15,6 +15,7 @@ related:
 - Prediction market SCOTUS cert is likely by early 2027 because three-circuit litigation pattern creates formal split by summer 2026 and 34-state amicus participation signals federalism stakes justify review
 - Third Circuit ruling creates first federal appellate precedent for CFTC preemption of state gambling laws making Supreme Court review near-certain
 - Trump Jr.'s dual investment in Kalshi and Polymarket creates a structural conflict of interest that undermines prediction market regulatory legitimacy regardless of legal merit
+- State prediction market enforcement extends to federally licensed exchanges creating institutional exposure beyond specialized platforms
 reweave_edges:
 - CFTC-licensed DCM preemption protects centralized prediction markets from state gambling law but leaves decentralized governance markets legally exposed because they cannot access the DCM licensing pathway|related|2026-04-17
 - The CFTC's multi-state litigation posture represents a qualitative shift from regulatory rule-drafting to active jurisdictional defense of prediction markets|supports|2026-04-17
@@ -23,6 +24,7 @@ reweave_edges:
 - Third Circuit ruling creates first federal appellate precedent for CFTC preemption of state gambling laws making Supreme Court review near-certain|related|2026-04-20
 - trump-jr-dual-investment-creates-political-legitimacy-risk-for-prediction-market-preemption-regardless-of-legal-merit|supports|2026-04-20
 - Trump Jr.'s dual investment in Kalshi and Polymarket creates a structural conflict of interest that undermines prediction market regulatory legitimacy regardless of legal merit|related|2026-04-20
+- State prediction market enforcement extends to federally licensed exchanges creating institutional exposure beyond specialized platforms|related|2026-04-24
 sourced_from:
 - inbox/archive/internet-finance/2026-01-20-polymarket-cftc-approval-qcx-acquisition.md
 ---

domains/internet-finance/prediction-market-insider-trading-concentrates-in-three-principal-types-requiring-different-enforcement-mechanisms.md

@@ -10,7 +10,14 @@ agent: rio
 sourced_from: internet-finance/2026-04-22-coindesk-kalshi-insider-trading-politician-enforcement.md
 scope: structural
 sourcer: CoinDesk Staff
-related: ["cftc-anprm-insider-trading-framework-gap-creates-futarchy-governance-paradox", "insider-trading-in-futarchy-improves-governance-by-accelerating-ground-truth-incorporation-into-conditional-markets", "congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy"]
+related:
+- cftc-anprm-insider-trading-framework-gap-creates-futarchy-governance-paradox
+- insider-trading-in-futarchy-improves-governance-by-accelerating-ground-truth-incorporation-into-conditional-markets
+- congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy
+supports:
+- Adversarial self-testing creates a novel threat model for prediction market platforms through deliberate rule violations as PR strategy
+reweave_edges:
+- Adversarial self-testing creates a novel threat model for prediction market platforms through deliberate rule violations as PR strategy|supports|2026-04-24
 ---
 
 # Prediction market insider trading concentrates in three principal types — government officials with policy information, ICO teams with operational information, and candidates with electoral information — each requiring different enforcement mechanisms

domains/internet-finance/priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time.md

@@ -5,6 +5,10 @@ description: "Borrowing from computer science priority inheritance, nascent tech
 confidence: experimental
 source: "m3ta, Architectural Investing manuscript; priority inheritance protocol in real-time operating systems (Sha, Rajkumar, Lehoczky 1990)"
 created: 2026-04-04
+supports:
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block
+reweave_edges:
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block|supports|2026-04-24
 ---
 
 # Priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time

domains/internet-finance/priority inheritance means nascent technologies inherit economic value from the future systems they will enable creating investable dependency chains.md

@@ -9,8 +9,10 @@ related:
 - market volatility follows power laws from self-organized criticality not the normal distributions assumed by efficient market theory
 supports:
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block
 reweave_edges:
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time|supports|2026-04-19
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block|supports|2026-04-24
 ---
 
 # Priority inheritance means nascent technologies inherit economic value from the future systems they will enable creating investable dependency chains

domains/internet-finance/state-prediction-market-enforcement-extends-to-federally-licensed-exchanges-creating-institutional-exposure-beyond-specialized-platforms.md

@@ -10,8 +10,15 @@ agent: rio
 sourced_from: internet-finance/2026-04-21-coindesk-new-york-sues-coinbase-gemini-prediction-markets.md
 scope: structural
 sourcer: Nikhilesh De (CoinDesk)
-challenges: ["cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets"]
-related: ["cftc-multi-state-litigation-represents-qualitative-shift-from-regulatory-drafting-to-active-jurisdictional-defense", "cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets"]
+challenges:
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+related:
+- cftc-multi-state-litigation-represents-qualitative-shift-from-regulatory-drafting-to-active-jurisdictional-defense
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+supports:
+- Preemptive federal litigation creates jurisdictional shield against state prediction market enforcement
+reweave_edges:
+- Preemptive federal litigation creates jurisdictional shield against state prediction market enforcement|supports|2026-04-24
 ---
 
 # State prediction market enforcement extends to federally licensed exchanges creating institutional exposure beyond specialized platforms

domains/internet-finance/tribal-sovereignty-creates-third-dimension-legal-challenge-to-prediction-markets.md

@@ -10,8 +10,18 @@ agent: rio
 sourced_from: internet-finance/2026-04-22-bettorsinsider-tribal-nations-cftc-anprm-igra.md
 scope: structural
 sourcer: BettorsInsider
-challenges: ["cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets", "dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type"]
-related: ["cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets", "dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type", "cftc-prediction-market-preemption-eliminates-tribal-gaming-exclusivity-by-removing-state-compact-authority", "bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition"]
+challenges:
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+- dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type
+related:
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+- dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type
+- cftc-prediction-market-preemption-eliminates-tribal-gaming-exclusivity-by-removing-state-compact-authority
+- bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition
+supports:
+- IGRA implied repeal argument creates statutory interpretation challenge for CFTC because courts disfavor silent displacement of specific prior legislation
+reweave_edges:
+- IGRA implied repeal argument creates statutory interpretation challenge for CFTC because courts disfavor silent displacement of specific prior legislation|supports|2026-04-24
 ---
 
 # Tribal sovereignty creates a third-dimension legal challenge to prediction market platforms that federal preemption doctrine does not resolve

domains/internet-finance/trump-jr-dual-investment-creates-structural-conflict-undermining-prediction-market-regulatory-legitimacy.md

@@ -15,12 +15,14 @@ related:
 - Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition
 - executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law
 - truth-predict
+- Adversarial self-testing creates a novel threat model for prediction market platforms through deliberate rule violations as PR strategy
 reweave_edges:
 - The CFTC's multi-state litigation posture represents a qualitative shift from regulatory rule-drafting to active jurisdictional defense of prediction markets|related|2026-04-17
 - Democratic demand for CFTC enforcement of existing war-bet rules creates a regulatory dilemma where enforcing expands offshore jurisdiction while refusing creates political ammunition|related|2026-04-18
 - executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law|related|2026-04-18
 - trump-jr-dual-investment-creates-political-legitimacy-risk-for-prediction-market-preemption-regardless-of-legal-merit|supports|2026-04-20
 - truth-predict|related|2026-04-20
+- Adversarial self-testing creates a novel threat model for prediction market platforms through deliberate rule violations as PR strategy|related|2026-04-24
 supports:
 - trump-jr-dual-investment-creates-political-legitimacy-risk-for-prediction-market-preemption-regardless-of-legal-merit
 ---

domains/internet-finance/value is doubly unstable because both market prices and the underlying relevance of commodities shift with the knowledge landscape.md

@@ -11,6 +11,9 @@ related:
 - products and technologies are crystals of imagination that carry economic value proportional to the knowledge embedded in them not the raw materials they contain
 reweave_edges:
 - products and technologies are crystals of imagination that carry economic value proportional to the knowledge embedded in them not the raw materials they contain|related|2026-04-17
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework|supports|2026-04-24
+supports:
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework
 ---
 
 # Value is doubly unstable because both market prices and the underlying relevance of commodities shift with the knowledge landscape

domains/internet-finance/value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape.md

@@ -8,9 +8,11 @@ created: 2026-04-04
 related:
 - products and technologies are crystals of imagination that carry economic value proportional to the knowledge embedded in them not the raw materials they contain
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework
 reweave_edges:
 - products and technologies are crystals of imagination that carry economic value proportional to the knowledge embedded in them not the raw materials they contain|related|2026-04-17
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time|related|2026-04-19
+- value flows to whichever resources are scarce and disruption shifts which resources are scarce making resource scarcity analysis the core strategic framework|related|2026-04-24
 ---
 
 # Value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape

domains/manufacturing/TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure.md

@@ -13,8 +13,10 @@ challenged_by:
 - Intel Foundry and Samsung Foundry provide theoretical alternatives for some advanced processes
 supports:
 - ASML EUV lithography monopoly is the deepest chokepoint in semiconductor manufacturing because 30 years of co-developed precision optics created an unreplicable ecosystem that gates all leading-edge chip production
+- BIS January 2026 Advanced AI Chip Export Rule
 reweave_edges:
 - ASML EUV lithography monopoly is the deepest chokepoint in semiconductor manufacturing because 30 years of co-developed precision optics created an unreplicable ecosystem that gates all leading-edge chip production|supports|2026-04-04
+- BIS January 2026 Advanced AI Chip Export Rule|supports|2026-04-24
 ---
 
 # TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure

domains/mechanisms/mechanism-design-changes-the-game-itself-to-produce-better-equilibria-rather-than-expecting-players-to-find-optimal-strategies.md

@@ -10,6 +10,10 @@ related_claims:
   - "the-vickrey-auction-makes-honesty-the-dominant-strategy-by-paying-winners-the-second-highest-bid-rather-than-their-own"
   - "hayeks-knowledge-problem-reveals-that-economic-planning-requires-both-local-and-global-information-which-are-never-simultaneously-available-to-decision-makers"
   - "advisory-futarchy-avoids-selection-distortion-by-decoupling-prediction-from-execution"
+related:
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own
+reweave_edges:
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own|related|2026-04-24
 ---
 
 # Mechanism design changes the game itself to produce better equilibria rather than expecting players to find optimal strategies

domains/space-development/china-parallel-odc-programs-create-asymmetric-state-backing-advantage.md

@@ -10,7 +10,15 @@ agent: astra
 sourced_from: space-development/2026-04-03-spacenews-china-odc-orbital-chenguang-84b-credit.md
 scope: structural
 sourcer: SpaceNews
-related: ["vertical-integration-solves-demand-threshold-problem-through-captive-internal-demand", "china-is-the-only-credible-peer-competitor-in-space-with-comprehensive-capabilities-and-state-directed-acceleration-closing-the-reusability-gap-in-5-8-years", "orbital-data-centers-are-the-most-speculative-near-term-space-application-but-the-convergence-of-ai-compute-demand-and-falling-launch-costs-attracts-serious-players", "spacex-1m-odc-filing-represents-vertical-integration-at-unprecedented-scale-creating-captive-starship-demand-200x-starlink"]
+related:
+- vertical-integration-solves-demand-threshold-problem-through-captive-internal-demand
+- china-is-the-only-credible-peer-competitor-in-space-with-comprehensive-capabilities-and-state-directed-acceleration-closing-the-reusability-gap-in-5-8-years
+- orbital-data-centers-are-the-most-speculative-near-term-space-application-but-the-convergence-of-ai-compute-demand-and-falling-launch-costs-attracts-serious-players
+- spacex-1m-odc-filing-represents-vertical-integration-at-unprecedented-scale-creating-captive-starship-demand-200x-starlink
+supports:
+- China's Star-Compute orbital computing program serves dual commercial and geopolitical functions by providing AI processing to Belt and Road Initiative partner nations to reduce Western technology dependency and create orbital infrastructure lock-in
+reweave_edges:
+- China's Star-Compute orbital computing program serves dual commercial and geopolitical functions by providing AI processing to Belt and Road Initiative partner nations to reduce Western technology dependency and create orbital infrastructure lock-in|supports|2026-04-24
 ---
 
 # China's multiple parallel orbital data center programs with combined state backing exceeding projected US commercial ODC market creates asymmetric competitive advantage

domains/space-development/dart-kinetic-deflection-validated-heliocentric-orbit-change-through-ejecta-momentum-amplification.md

@@ -9,7 +9,14 @@ title: DART validated kinetic deflection at heliocentric scales with beta factor
 agent: astra
 scope: causal
 sourcer: NASA / Science Advances
-related: ["asteroid mining and orbital habitats should be prioritized over planetary colonization because gravity wells are the binding constraint on opening the solar system to humanity"]
+related:
+- asteroid mining and orbital habitats should be prioritized over planetary colonization because gravity wells are the binding constraint on opening the solar system to humanity
+supports:
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution
+reweave_edges:
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion|supports|2026-04-24
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution|supports|2026-04-24
 ---
 
 # DART validated kinetic deflection at heliocentric scales with beta factor 3.61 proving ejecta momentum amplification dominates impact transfer on rubble-pile asteroids

domains/space-development/distributed LEO inference networks could serve global AI requests at 4-20ms latency competitive with centralized terrestrial data centers for latency-tolerant workloads.md

@@ -14,8 +14,11 @@ supports:
 - Orbital edge compute for space-to-space relay reached operational deployment (TRL 9) in January 2026 with SDA-compatible nodes, validating inference-class processing as the first commercially viable orbital compute use case
 reweave_edges:
 - Orbital edge compute for space-to-space relay reached operational deployment (TRL 9) in January 2026 with SDA-compatible nodes, validating inference-class processing as the first commercially viable orbital compute use case|supports|2026-04-17
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs|related|2026-04-24
 sourced_from:
 - inbox/archive/2026-02-17-astra-space-data-centers-research.md
+related:
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs
 ---
 
 # Distributed LEO inference networks could serve global AI requests at 4-20ms latency competitive with centralized terrestrial data centers for latency-tolerant workloads

domains/space-development/nasa-project-ignition-south-pole-location-is-isru-first-architectural-commitment.md

@@ -12,9 +12,11 @@ sourcer: "@singularityhub"
 related_claims: ["[[water is the strategic keystone resource of the cislunar economy because it simultaneously serves as propellant life support radiation shielding and thermal management]]", "[[the 30-year space economy attractor state is a cislunar industrial system with propellant networks lunar ISRU orbital manufacturing and partial life support closure]]"]
 supports:
 - ISRU-first base location reveals NASA commitment to resource utilization economics over operational convenience because the south pole site is chosen specifically for water ice access
+- Chang'e-7
 reweave_edges:
 - ISRU-first base location reveals NASA commitment to resource utilization economics over operational convenience because the south pole site is chosen specifically for water ice access|supports|2026-04-13
 - NASA's two-tier lunar architecture removes the cislunar orbital layer in favor of direct surface operations because Starship HLS eliminates the need for orbital transfer nodes|related|2026-04-17
+- Chang'e-7|supports|2026-04-24
 related:
 - NASA's two-tier lunar architecture removes the cislunar orbital layer in favor of direct surface operations because Starship HLS eliminates the need for orbital transfer nodes
 ---

domains/space-development/orbital AI training is fundamentally incompatible with space communication links because distributed training requires hundreds of Tbps aggregate bandwidth while orbital links top out at single-digit Tbps.md

@@ -6,8 +6,12 @@ confidence: likely
 source: "Astra, space data centers feasibility analysis February 2026; Google Project Suncatcher analysis"
 created: 2026-02-17
 depends_on:
-  - "distributed LEO inference networks could serve global AI requests at 4-20ms latency competitive with centralized terrestrial data centers for latency-tolerant workloads"
-  - "space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density"
+- distributed LEO inference networks could serve global AI requests at 4-20ms latency competitive with centralized terrestrial data centers for latency-tolerant workloads
+- space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density
+challenges:
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs
+reweave_edges:
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs|challenges|2026-04-24
 ---
 
 # Orbital AI training is fundamentally incompatible with space communication links because distributed training requires hundreds of Tbps aggregate bandwidth while orbital links top out at single-digit Tbps

domains/space-development/orbital data centers are the most speculative near-term space application but the convergence of AI compute demand and falling launch costs attracts serious players.md

@@ -24,10 +24,11 @@ reweave_edges:
 - Radiative cooling in space is a cost advantage over terrestrial data centers, not merely a constraint to overcome, with claimed cooling costs of $0.002-0.005/kWh versus terrestrial active cooling|related|2026-04-04
 - solar irradiance in LEO delivers 8-10x ground-based solar power with near-continuous availability in sun-synchronous orbits making orbital compute power-abundant where terrestrial facilities are power-starved|supports|2026-04-04
 - Starcloud|supports|2026-04-04
+- Orbital data centers are activating bottom-up from small-satellite proof-of-concept toward megaconstellation scale, with each tier requiring different launch cost gates rather than a single sector-wide threshold|supports|2026-04-11
+- Orbital data centers and space-based solar power share identical infrastructure requirements in sun-synchronous orbit creating a dual-use architecture where near-term compute revenue cross-subsidizes long-term energy transmission development|supports|2026-04-11
 - Orbital data centers are activating bottom-up from small-satellite proof-of-concept toward megaconstellation scale, with each tier requiring different launch cost gates rather than a single sector-wide
-  threshold|supports|2026-04-11
-- Orbital data centers and space-based solar power share identical infrastructure requirements in sun-synchronous orbit creating a dual-use architecture where near-term compute revenue cross-subsidizes
-  long-term energy transmission development|supports|2026-04-11
+- Orbital data center captive compute (processing space-generated data) reached commercial viability at current launch costs while competitive compute (competing with terrestrial training) remains gated on further cost reduction|supports|2026-04-24
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs|supports|2026-04-24 threshold|supports|2026-04-11
 secondary_domains:
 - critical-systems
 source: Astra, web research compilation February 2026
@@ -39,10 +40,11 @@ supports:
 - Orbital data center deployment follows a three-tier launch vehicle activation sequence (rideshare → dedicated → constellation) where each tier unlocks an order-of-magnitude increase in compute scale
 - solar irradiance in LEO delivers 8-10x ground-based solar power with near-continuous availability in sun-synchronous orbits making orbital compute power-abundant where terrestrial facilities are power-starved
 - Starcloud
+- Orbital data centers are activating bottom-up from small-satellite proof-of-concept toward megaconstellation scale, with each tier requiring different launch cost gates rather than a single sector-wide threshold
+- Orbital data centers and space-based solar power share identical infrastructure requirements in sun-synchronous orbit creating a dual-use architecture where near-term compute revenue cross-subsidizes long-term energy transmission development
 - Orbital data centers are activating bottom-up from small-satellite proof-of-concept toward megaconstellation scale, with each tier requiring different launch cost gates rather than a single sector-wide
-  threshold
-- Orbital data centers and space-based solar power share identical infrastructure requirements in sun-synchronous orbit creating a dual-use architecture where near-term compute revenue cross-subsidizes
-  long-term energy transmission development
+- Orbital data center captive compute (processing space-generated data) reached commercial viability at current launch costs while competitive compute (competing with terrestrial training) remains gated on further cost reduction
+- Satellite constellations optimized as AI training data sources represent a distinct third market category in the AI-space intersection that is viable at current launch costs threshold
 type: claim
 ---
 

domains/space-development/planetary-defense-addresses-detectable-asteroid-threats-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md

@@ -9,6 +9,12 @@ title: Planetary defense significantly reduces asteroid-specific extinction risk
 agent: astra
 scope: structural
 sourcer: NASA / Agent analysis
+supports:
+- DART validated kinetic deflection at heliocentric scales with beta factor 3.61 proving ejecta momentum amplification dominates impact transfer on rubble-pile asteroids
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution
+reweave_edges:
+- DART validated kinetic deflection at heliocentric scales with beta factor 3.61 proving ejecta momentum amplification dominates impact transfer on rubble-pile asteroids|supports|2026-04-24
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution|supports|2026-04-24
 ---
 
 # Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion

domains/space-development/planetary-defense-addresses-detectable-impacts-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md

@@ -9,7 +9,14 @@ title: Planetary defense addresses asteroid/comet impacts but not GRBs, supervol
 agent: astra
 scope: functional
 sourcer: MIT Planetary Defense 2026
-related: ["asteroid-mining-and-orbital-habitats-should-be-prioritized-over-planetary-colonization-because-gravity-wells-are-the-binding-constraint-on-opening-the-solar-system-to-humanity"]
+related:
+- asteroid-mining-and-orbital-habitats-should-be-prioritized-over-planetary-colonization-because-gravity-wells-are-the-binding-constraint-on-opening-the-solar-system-to-humanity
+supports:
+- DART validated kinetic deflection at heliocentric scales with beta factor 3.61 proving ejecta momentum amplification dominates impact transfer on rubble-pile asteroids
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion
+reweave_edges:
+- DART validated kinetic deflection at heliocentric scales with beta factor 3.61 proving ejecta momentum amplification dominates impact transfer on rubble-pile asteroids|supports|2026-04-24
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion|supports|2026-04-24
 ---
 
 # Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution

domains/space-development/prospect-and-viper-2027-demos-are-single-point-dependencies-for-phase-2-isru-timeline.md

@@ -14,6 +14,9 @@ supports:
 - VIPER's late 2027 prospecting mission structurally constrains operational lunar ISRU to post-2029 because extraction system design requires site characterization data
 reweave_edges:
 - VIPER's late 2027 prospecting mission structurally constrains operational lunar ISRU to post-2029 because extraction system design requires site characterization data|supports|2026-04-17
+- Chang'e-7|related|2026-04-24
+related:
+- Chang'e-7
 ---
 
 # PROSPECT and VIPER 2027 missions are single-point dependencies for Phase 2 operational ISRU because they are the only planned chemistry and ice characterization demonstrations before 2029-2032 deployment

domains/space-development/radiation protection for space habitation converges on a multi-layered strategy because no single approach provides adequate shielding against both galactic cosmic rays and solar particle events.md

@@ -6,7 +6,13 @@ confidence: likely
 source: "Astra, web research compilation February 2026"
 created: 2026-02-17
 depends_on:
-  - "closed-loop life support is the binding constraint on permanent space settlement because all other enabling technologies are closer to operational readiness"
+- closed-loop life support is the binding constraint on permanent space settlement because all other enabling technologies are closer to operational readiness
+related:
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution
+reweave_edges:
+- Planetary defense significantly reduces asteroid-specific extinction risk but does not address gamma-ray bursts, supervolcanism, or anthropogenic catastrophe which remain primary rationale for multiplanetary expansion|related|2026-04-24
+- Planetary defense addresses asteroid/comet impacts but not GRBs, supervolcanism, or anthropogenic catastrophe — the risks most clearly requiring multiplanetary distribution|related|2026-04-24
 ---
 
 # Radiation protection for space habitation converges on a multi-layered strategy because no single approach provides adequate shielding against both galactic cosmic rays and solar particle events

domains/space-development/space governance gaps are widening not narrowing because technology advances exponentially while institutional design advances linearly.md

@@ -10,10 +10,12 @@ domain: space-development
 related:
 - spacetech-series-a-funding-gap-is-the-structural-bottleneck-because-specialized-vcs-concentrate-at-seed-while-generalists-lack-domain-expertise-for-hardware-companies
 - attractor-molochian-exhaustion
+- Parallel governance deadline misses across independent domains indicate deliberate reorientation rather than administrative failure
 related_claims:
 - nearly-all-space-technology-is-dual-use-making-arms-control-in-orbit-impossible-without-banning-the-commercial-applications-themselves
 reweave_edges:
 - spacetech-series-a-funding-gap-is-the-structural-bottleneck-because-specialized-vcs-concentrate-at-seed-while-generalists-lack-domain-expertise-for-hardware-companies|related|2026-04-04
+- Parallel governance deadline misses across independent domains indicate deliberate reorientation rather than administrative failure|related|2026-04-24
 secondary_domains:
 - collective-intelligence
 - grand-strategy

domains/space-development/water is the strategic keystone resource of the cislunar economy because it simultaneously serves as propellant life support radiation shielding and thermal management.md

@@ -5,10 +5,15 @@ description: "In cislunar space water is not one resource among many but the key
 confidence: likely
 source: "Astra synthesis from LCROSS mission data, Chandrayaan-1, LRO, Lockheed Martin lunar architecture concepts, NASA ISRU roadmaps"
 created: 2026-03-07
-challenged_by: "Lunar water ice abundance and extractability remain uncertain until VIPER provides ground truth. Permanently shadowed crater operations face extreme engineering challenges (cryogenic temperatures, no solar power, communication difficulties). If deposits prove thin or heterogeneous, the entire cislunar water economy timeline shifts by a decade or more."
+challenged_by:
+- Lunar water ice abundance and extractability remain uncertain until VIPER provides ground truth. Permanently shadowed crater operations face extreme engineering challenges (cryogenic temperatures, no solar power, communication difficulties). If deposits prove thin or heterogeneous, the entire cislunar water economy timeline shifts by a decade or more.
 related_claims:
   - lunar-isru-trl-gap-creates-decade-long-vulnerability-in-surface-first-architecture
   - nasa-project-ignition-south-pole-location-is-isru-first-architectural-commitment
+related:
+- Chang'e-7
+reweave_edges:
+- Chang'e-7|related|2026-04-24
 ---
 
 # water is the strategic keystone resource of the cislunar economy because it simultaneously serves as propellant life support radiation shielding and thermal management

entities/grand-strategy/bis-january-2026-chip-rule.md

@@ -5,6 +5,10 @@ title: "BIS January 2026 Advanced AI Chip Export Rule"
 domain: grand-strategy
 status: active
 tags: [semiconductor-export-controls, China, industrial-policy, governance-regression]
+supports:
+- Semiconductor export controls (CHIPS Act, ASML restrictions) are the first AI governance instrument structurally analogous to Montreal Protocol's trade sanctions
+reweave_edges:
+- Semiconductor export controls (CHIPS Act, ASML restrictions) are the first AI governance instrument structurally analogous to Montreal Protocol's trade sanctions|supports|2026-04-24
 ---
 
 # BIS January 2026 Advanced AI Chip Export Rule

entities/internet-finance/metadao.md

@@ -44,6 +44,10 @@ chain:
       address: "CUPoiqkK4hxyCiJcLC4yE9AtJP1MoV1vFV2vx3jqwWeS"
   equity_value_usd: null
   data_updated: null
+supports:
+- MetaDAO curated launches achieved 100% above-ICO price versus Pump.fun <0.5% survival rate demonstrating ownership coin selection advantage
+reweave_edges:
+- MetaDAO curated launches achieved 100% above-ICO price versus Pump.fun <0.5% survival rate demonstrating ownership coin selection advantage|supports|2026-04-24
 ---
 
 # MetaDAO

foundations/collective-intelligence/Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md

@@ -5,6 +5,10 @@ domain: collective-intelligence
 created: 2026-02-17
 source: "Hayek, The Road to Serfdom; Law Legislation and Liberty"
 confidence: proven
+related:
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers
+reweave_edges:
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers|related|2026-04-24
 ---
 
 # Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve

foundations/collective-intelligence/decentralized information aggregation outperforms centralized planning because dispersed knowledge cannot be collected into a single mind but can be coordinated through price signals that encode local information into globally accessible indicators.md

@@ -7,8 +7,10 @@ source: "Hayek, 'The Use of Knowledge in Society' (1945); Fama, 'Efficient Capit
 created: 2026-03-08
 supports:
 - AI with ubiquitous sensors could theoretically perform the three core functions of financial markets rendering traditional finance infrastructure obsolete
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers
 reweave_edges:
 - AI with ubiquitous sensors could theoretically perform the three core functions of financial markets rendering traditional finance infrastructure obsolete|supports|2026-04-17
+- hayeks knowledge problem reveals that economic planning requires both local and global information which are never simultaneously available to decision makers|supports|2026-04-24
 ---
 
 # Decentralized information aggregation outperforms centralized planning because dispersed knowledge cannot be collected into a single mind but can be coordinated through price signals that encode local information into globally accessible indicators

foundations/collective-intelligence/three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md

@@ -11,6 +11,9 @@ supports:
 reweave_edges:
 - the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of rivalrous dynamics on exponential technology on finite substrate|supports|2026-04-17
 - three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock-in|supports|2026-04-17
+- conceptual architecture|related|2026-04-24
+related:
+- conceptual architecture
 ---
 
 # Three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture

foundations/critical-systems/equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history.md

@@ -6,6 +6,10 @@ created: 2026-02-16
 source: "Bak, How Nature Works (1996)"
 confidence: likely
 tradition: "self-organized criticality, complexity science, statistical physics"
+related:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality
+reweave_edges:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality|related|2026-04-24
 ---
 
 # equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history

foundations/critical-systems/large catastrophic events in critical systems require no special cause because the same dynamics that produce small events occasionally produce enormous ones.md

@@ -6,6 +6,10 @@ created: 2026-02-16
 source: "Bak, How Nature Works (1996)"
 confidence: proven
 tradition: "self-organized criticality, complexity science, statistical physics"
+related:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality
+reweave_edges:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality|related|2026-04-24
 ---
 
 # large catastrophic events in critical systems require no special cause because the same dynamics that produce small events occasionally produce enormous ones

foundations/critical-systems/power laws in financial returns indicate self-organized criticality not statistical anomalies because markets tune themselves to maximize information processing and adaptability.md

@@ -6,6 +6,10 @@ created: 2026-02-16
 source: "Teleological Investing / TeleoHumanity book"
 confidence: experimental
 tradition: "Bak, Kauffman, complexity theory, self-organized criticality"
+related:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality
+reweave_edges:
+- punctuated equilibrium emerges from darwinian microevolution without additional principles because extremal dynamics on coupled fitness landscapes self organize to criticality|related|2026-04-24
 ---
 
 The power law distribution of financial returns—with far more extreme moves than the bell curve predicts—is not a bug to be corrected but a signature of markets operating at criticality, the state that maximizes their ability to process information and adapt over the long term. Just as evolution and the brain tune themselves to the critical point between excessive order and chaos, markets may self-organize to criticality because this state optimizes their fundamental function as distributed information processing systems.

foundations/teleological-economics/auction theory reveals that allocation mechanism design determines price discovery efficiency and revenue because different auction formats produce different outcomes depending on bidder information structure and risk preferences.md

@@ -5,6 +5,10 @@ description: "Vickrey's foundational insight that auction format determines econ
 confidence: proven
 source: "Vickrey (1961); Milgrom & Weber (1982); Myerson (1981); Riley & Samuelson (1981); Nobel Prize in Economics 1996 (Vickrey), 2020 (Milgrom & Wilson)"
 created: 2026-03-08
+related:
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own
+reweave_edges:
+- the vickrey auction makes honesty the dominant strategy by paying winners the second highest bid rather than their own|related|2026-04-24
 ---
 
 # Auction theory reveals that allocation mechanism design determines price discovery efficiency and revenue because different auction formats produce different outcomes depending on bidder information structure and risk preferences

foundations/teleological-economics/incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly.md

@@ -6,6 +6,10 @@ created: 2026-02-21
 source: "Doug Shapiro, 'What Clay Christensen Missed' and 'A False Sense of Stability', The Mediator (Substack)"
 confidence: likely
 tradition: "media disruption analysis, Christensen disruption theory"
+related:
+- three types of organizational inertia routine cultural and proxy each resist adaptation through different mechanisms and require different remedies
+reweave_edges:
+- three types of organizational inertia routine cultural and proxy each resist adaptation through different mechanisms and require different remedies|related|2026-04-24
 ---
 
 # incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly

foundations/teleological-economics/pioneers prove concepts but fast followers with better capital allocation capture most long-term value in industry transitions.md

@@ -8,8 +8,10 @@ source: "Attractor state historical backtesting, Feb 2026"
 tradition: "Teleological Investing, complexity economics"
 related:
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block
 reweave_edges:
 - priority inheritance means nascent technologies inherit economic value from the future systems they will enable because dependency chains transmit importance backward through time|related|2026-04-19
+- Nascent technologies inherit strategic value from the future capabilities they are prerequisites for just as low-priority threads inherit priority from high-priority threads they block|related|2026-04-24
 ---
 
 # pioneers prove concepts but fast followers with better capital allocation capture most long-term value in industry transitions

foundations/teleological-economics/proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures.md

@@ -8,8 +8,10 @@ source: "Attractor state historical backtesting, Feb 2026"
 tradition: "Teleological Investing, complexity economics"
 related:
 - incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly
+- three types of organizational inertia routine cultural and proxy each resist adaptation through different mechanisms and require different remedies
 reweave_edges:
 - incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly|related|2026-04-18
+- three types of organizational inertia routine cultural and proxy each resist adaptation through different mechanisms and require different remedies|related|2026-04-24
 ---
 
 # proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures