From 18a8a70cb80436409433fa06cf4462979d0230ec Mon Sep 17 00:00:00 2001
From: Teleo Agents <agents@livingip.xyz>
Date: Fri, 24 Apr 2026 01:17:38 +0000
Subject: [PATCH] reweave: connect 58 orphan claims via vector similarity

Threshold: 0.55, Haiku classification, 97 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
---
 ...that prevent speculation penalize genuine supporters.md | 3 +++
 ... entertainment and internet finance attractor states.md | 3 +++
 ...be replaced by codified rules without essential loss.md | 4 ++++
 ...orism the most proximate AI-enabled existential risk.md | 3 ++-
 ...t-liability-consumer-protection-and-securities-fraud.md | 4 ++++
 ... not from engineering against instrumental interests.md | 3 +++
 ... safety leaving capability development unconstrained.md | 4 ++++
 ...an preferences through observation not specification.md | 4 ++++
 ...utcomes-create-legislative-windows-for-ai-governance.md | 2 ++
 ...e-ctf-isolates-techniques-from-attack-phase-dynamics.md | 2 ++
 ...-real-world-evidence-exceeding-benchmark-predictions.md | 2 ++
 ...ause-models-detect-and-respond-to-testing-conditions.md | 4 ++++
 ...aintains uncertainty about what humans actually want.md | 4 ++++
 ...islative-framework-through-slotkin-ai-guardrails-act.md | 2 ++
 ...ment-are-statements-of-intent-not-binding-governance.md | 4 ++++
 ...able path between collapse and authoritarian lock-in.md | 2 ++
 ...es-commercial-scale-through-fan-emotional-projection.md | 4 ++++
 ...but-not-community-governed-in-flagship-web3-projects.md | 2 ++
 ...stagnant and every marginal hour shifts between them.md | 2 ++
 ...ncentrated-story-through-blank-canvas-fan-projection.md | 4 ++++
 ...tion moats fall first and creation moats fall second.md | 3 +++
 ...roduction-and-distribution-coverage-over-story-depth.md | 4 ++++
 ...nt-for-commercial-ip-success-without-narrative-depth.md | 4 ++++
 ...as-product-to-blockchain-as-invisible-infrastructure.md | 3 +++
 .../attractor-coordination-enabled-abundance.md            | 2 ++
 ...h-at-signing-not-low-competitive-stakes-at-inception.md | 2 ++
 ...w-built-institutions-for-world-that-no-longer-exists.md | 3 +++
 ...se-asymmetries-when-applied-to-dual-use-capabilities.md | 4 ++++
 ...government-from-enforcing-own-governance-instruments.md | 6 ++++++
 ...hree-year-blockage-preceded-thalidomide-breakthrough.md | 3 +++
 ...ail-to-prevent-foreseeable-professional-domain-harms.md | 4 ++++
 ...-established-harm-thresholds-and-attribution-clarity.md | 4 ++++
 ...-low-competitive-stakes-and-verifiability-are-absent.md | 2 ++
 ...re deadly than the famines specialization eliminated.md | 3 +++
 ...hippocampal-reduction-and-dopaminergic-reinforcement.md | 2 ++
 ...three-party-liability-exposure-outside-fda-oversight.md | 5 +++++
 ...elevant-modality-overindexes-underserved-populations.md | 4 ++++
 ...ncome-users-despite-nominal-technology-access-equity.md | 3 +++
 ...c-obesity-patients-undermining-chronic-use-economics.md | 2 ++
 ...tructure-but-92-percent-receive-no-dietitian-support.md | 2 ++
 ...-cardiac-benefit-versus-sarcopenic-malnutrition-risk.md | 3 +++
 ...use-disorders-through-mesolimbic-dopamine-modulation.md | 6 ++++++
 ...ppression-explaining-continuous-delivery-requirement.md | 4 ++++
 ...s dominate as four independent methodologies confirm.md | 2 ++
 ...s-exclusion-structurally-denies-lowest-income-access.md | 4 ++++
 ...skilling-affects-trainees-not-experienced-physicians.md | 6 ++++++
 ...nt-and-unrecoverable-making-it-worse-than-deskilling.md | 2 ++
 ...physician-upskilling-from-ai-exposure-as-of-mid-2026.md | 4 ++++
 ...tions-but-effect-requires-population-specific-design.md | 4 ++++
 ...rves the already-served rather than expanding access.md | 7 +++++++
 ...rcating-glp1-market-into-commodity-and-premium-tiers.md | 2 ++
 ...fespan-gap-largest-globally-despite-highest-spending.md | 2 ++
 ...er-initial-liquidity-creating-self-reinforcing-depth.md | 2 ++
 ...on-signals-leverage-expansion-for-prediction-markets.md | 4 ++++
 ...ction-correlations-rather-than-causal-policy-effects.md | 2 ++
 ...not-gambling-strengthening-dcm-regulatory-legitimacy.md | 2 ++
 ...nt-demand-creates-cftc-offshore-jurisdiction-dilemma.md | 4 ++++
 ...imultaneous-multi-state-suits-not-defensive-case-law.md | 3 +++
 ...ology proposal complexity and liquidity requirements.md | 2 ++
 ...factual-governance-outcomes-has-inherent-uncertainty.md | 2 ++
 ...the-most-restricted-under-insider-trading-frameworks.md | 2 ++
 ...es that no amount of decision optimization can match.md | 2 ++
 ...ing-prediction-markets-as-cftc-regulated-derivatives.md | 2 ++
 ...pal-types-requiring-different-enforcement-mechanisms.md | 4 ++++
 ...ncy chains transmit importance backward through time.md | 4 ++++
 ...ey will enable creating investable dependency chains.md | 2 ++
 ...-institutional-exposure-beyond-specialized-platforms.md | 4 ++++
 ...hird-dimension-legal-challenge-to-prediction-markets.md | 4 ++++
 ...-undermining-prediction-market-regulatory-legitimacy.md | 2 ++
 ...ce of commodities shift with the knowledge landscape.md | 3 +++
 ...erlying relevance shift with the knowledge landscape.md | 2 ++
 ...al vulnerability in global technology infrastructure.md | 2 ++
 ...er-than-expecting-players-to-find-optimal-strategies.md | 4 ++++
 ...c-programs-create-asymmetric-state-backing-advantage.md | 4 ++++
 ...c-orbit-change-through-ejecta-momentum-amplification.md | 6 ++++++
 ...restrial data centers for latency-tolerant workloads.md | 3 +++
 ...pole-location-is-isru-first-architectural-commitment.md | 2 ++
 ...dth while orbital links top out at single-digit Tbps.md | 4 ++++
 ...nd and falling launch costs attracts serious players.md | 4 ++++
 ...not-grbs-supervolcanism-or-anthropogenic-catastrophe.md | 6 ++++++
 ...not-grbs-supervolcanism-or-anthropogenic-catastrophe.md | 6 ++++++
 ...-single-point-dependencies-for-phase-2-isru-timeline.md | 3 +++
 ... both galactic cosmic rays and solar particle events.md | 6 ++++++
 ...ntially while institutional design advances linearly.md | 2 ++
 ...e support radiation shielding and thermal management.md | 4 ++++
 entities/grand-strategy/bis-january-2026-chip-rule.md      | 4 ++++
 entities/internet-finance/metadao.md                       | 4 ++++
 ...complexity than deliberate arrangement could achieve.md | 4 ++++
 ...ocal information into globally accessible indicators.md | 2 ++
 ...een uncoordinated collapse and authoritarian capture.md | 3 +++
 ...ance cannot exhibit catastrophes fractals or history.md | 4 ++++
 ...duce small events occasionally produce enormous ones.md | 4 ++++
 ... to maximize information processing and adaptability.md | 4 ++++
 ...on bidder information structure and risk preferences.md | 4 ++++
 ...ures lag even when executives see the threat clearly.md | 4 ++++
 ...capture most long-term value in industry transitions.md | 2 ++
 ...ity rationally discourages pursuit of viable futures.md | 2 ++
 97 files changed, 321 insertions(+), 1 deletion(-)

diff --git a/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 b/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
index 019ca0c22..e71e21aea 100644
--- a/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	
+++ b/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
diff --git a/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 b/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
index ed4f55835..551e77d54 100644
--- a/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	
+++ b/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
diff --git a/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 b/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
index 948d479c8..38d15b70e 100644
--- a/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	
+++ b/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
diff --git a/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 b/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
index 8ad8bde7d..e9095d369 100644
--- a/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	
+++ b/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	
@@ -1,5 +1,4 @@
 ---
-
 description: AI virology capabilities already exceed human PhD-level performance on practical tests, removing the expertise bottleneck that previously limited bioweapon development to state-level actors
 type: claim
 domain: ai-alignment
@@ -10,11 +9,13 @@ 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:
diff --git a/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md b/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md
index 1475239e2..8f294b876 100644
--- a/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md
+++ b/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md
@@ -10,6 +10,10 @@ 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"]
+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
diff --git a/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 b/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
index 0d0ab9fab..c5528a5f5 100644
--- a/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	
+++ b/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
diff --git a/domains/ai-alignment/compute export controls are the most impactful AI governance mechanism but target geopolitical competition not safety leaving capability development unconstrained.md b/domains/ai-alignment/compute export controls are the most impactful AI governance mechanism but target geopolitical competition not safety leaving capability development unconstrained.md
index 180a764a6..9d599121a 100644
--- a/domains/ai-alignment/compute export controls are the most impactful AI governance mechanism but target geopolitical competition not safety leaving capability development unconstrained.md	
+++ b/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
diff --git a/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 b/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
index a75b071c4..b609cc83e 100644
--- a/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	
+++ b/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	
@@ -14,6 +14,10 @@ challenged_by:
   - "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
diff --git a/domains/ai-alignment/court-protection-plus-electoral-outcomes-create-legislative-windows-for-ai-governance.md b/domains/ai-alignment/court-protection-plus-electoral-outcomes-create-legislative-windows-for-ai-governance.md
index 2bebb6482..d8f98ee5a 100644
--- a/domains/ai-alignment/court-protection-plus-electoral-outcomes-create-legislative-windows-for-ai-governance.md
+++ b/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
diff --git a/domains/ai-alignment/cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics.md b/domains/ai-alignment/cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics.md
index 1608739f7..ef2af08be 100644
--- a/domains/ai-alignment/cyber-capability-benchmarks-overstate-exploitation-understate-reconnaissance-because-ctf-isolates-techniques-from-attack-phase-dynamics.md
+++ b/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
 ---
diff --git a/domains/ai-alignment/cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions.md b/domains/ai-alignment/cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions.md
index 0370719c9..ea44c41a5 100644
--- a/domains/ai-alignment/cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions.md
+++ b/domains/ai-alignment/cyber-is-exceptional-dangerous-capability-domain-with-documented-real-world-evidence-exceeding-benchmark-predictions.md
@@ -12,6 +12,8 @@ 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"]
+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
diff --git a/domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md b/domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md
index 424c6b2f1..2dcf1d998 100644
--- a/domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md
+++ b/domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md
@@ -20,14 +20,18 @@ related:
 - evaluation-awareness-concentrates-in-earlier-model-layers-making-output-level-interventions-insufficient
 - behavioral-evaluation-is-structurally-insufficient-for-latent-alignment-verification-under-evaluation-awareness-due-to-normative-indistinguishability
 - current-frontier-models-lack-scheming-capabilities-for-real-world-harm
+- Santos-Grueiro's theorem converts the hardware TEE monitoring argument from empirical case to categorical necessity by proving no behavioral testing approach escapes identifiability failure
 reweave_edges:
 - Capabilities training alone grows evaluation-awareness from 2% to 20.6% establishing situational awareness as an emergent capability property|related|2026-04-17
 - Component task benchmarks overestimate operational capability because simulated environments remove real-world friction that prevents end-to-end execution|related|2026-04-17
 - Provider-level behavioral biases persist across model versions because they are embedded in training infrastructure rather than model-specific features|related|2026-04-17
+- Major AI safety governance frameworks are architecturally dependent on behavioral evaluation that Santos-Grueiro's normative indistinguishability theorem establishes is structurally insufficient for latent alignment verification as evaluation awareness scales|supports|2026-04-24
+- Santos-Grueiro's theorem converts the hardware TEE monitoring argument from empirical case to categorical necessity by proving no behavioral testing approach escapes identifiability failure|related|2026-04-24
 supports:
 - Behavioral evaluation is structurally insufficient for latent alignment verification under evaluation awareness because normative indistinguishability creates an identifiability problem not a measurement problem
 - Current deception safety evaluation datasets vary from 37 to 100 percent in model detectability, rendering highly detectable evaluations uninformative about deployment behavior
 - Evaluation awareness concentrates in earlier model layers (23-24) making output-level interventions insufficient for preventing strategic evaluation gaming
+- Major AI safety governance frameworks are architecturally dependent on behavioral evaluation that Santos-Grueiro's normative indistinguishability theorem establishes is structurally insufficient for latent alignment verification as evaluation awareness scales
 sourced_from:
 - inbox/archive/general/2025-02-13-aisi-renamed-ai-security-institute-mandate-drift.md
 
diff --git a/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 b/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
index 5fedc6deb..a9111c6f6 100644
--- a/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	
+++ b/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	
@@ -12,6 +12,10 @@ related:
   - "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
diff --git a/domains/ai-alignment/use-based-ai-governance-emerged-as-legislative-framework-through-slotkin-ai-guardrails-act.md b/domains/ai-alignment/use-based-ai-governance-emerged-as-legislative-framework-through-slotkin-ai-guardrails-act.md
index 6acc91e1c..444fc66ac 100644
--- a/domains/ai-alignment/use-based-ai-governance-emerged-as-legislative-framework-through-slotkin-ai-guardrails-act.md
+++ b/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
 ---
diff --git a/domains/ai-alignment/voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance.md b/domains/ai-alignment/voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance.md
index a90966f4f..781b417a5 100644
--- a/domains/ai-alignment/voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance.md
+++ b/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
diff --git a/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 b/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
index 93e2403ef..28b5392f4 100644
--- a/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	
+++ b/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
diff --git a/domains/entertainment/blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection.md b/domains/entertainment/blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection.md
index 0f4a588b0..ceba53e81 100644
--- a/domains/entertainment/blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection.md
+++ b/domains/entertainment/blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection.md
@@ -12,6 +12,10 @@ 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"]
+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
diff --git a/domains/entertainment/community-owned-ip-is-community-branded-but-not-community-governed-in-flagship-web3-projects.md b/domains/entertainment/community-owned-ip-is-community-branded-but-not-community-governed-in-flagship-web3-projects.md
index cf63ced79..cfca6bf8b 100644
--- a/domains/entertainment/community-owned-ip-is-community-branded-but-not-community-governed-in-flagship-web3-projects.md
+++ b/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
diff --git a/domains/entertainment/creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them.md b/domains/entertainment/creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them.md
index 8c4cc30fb..4278ebbf6 100644
--- a/domains/entertainment/creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them.md	
+++ b/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
 ---
diff --git a/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md b/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
index 3bb7c47e3..7d01fa42c 100644
--- a/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
+++ b/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
@@ -11,6 +11,10 @@ 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"]
+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
diff --git a/domains/entertainment/media disruption follows two sequential phases as distribution moats fall first and creation moats fall second.md b/domains/entertainment/media disruption follows two sequential phases as distribution moats fall first and creation moats fall second.md
index 27259ea5f..b9de9a449 100644
--- a/domains/entertainment/media disruption follows two sequential phases as distribution moats fall first and creation moats fall second.md	
+++ b/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
diff --git a/domains/entertainment/minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth.md b/domains/entertainment/minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth.md
index 73f10c794..64ff7c16f 100644
--- a/domains/entertainment/minimum-viable-narrative-strategy-optimizes-for-commercial-scale-through-volume-production-and-distribution-coverage-over-story-depth.md
+++ b/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
diff --git a/domains/entertainment/royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth.md b/domains/entertainment/royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth.md
index 5bcba9e0a..2b1e580bd 100644
--- a/domains/entertainment/royalty-based-financial-alignment-may-be-sufficient-for-commercial-ip-success-without-narrative-depth.md
+++ b/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
diff --git a/domains/entertainment/web3-ip-crossover-strategy-inverts-from-blockchain-as-product-to-blockchain-as-invisible-infrastructure.md b/domains/entertainment/web3-ip-crossover-strategy-inverts-from-blockchain-as-product-to-blockchain-as-invisible-infrastructure.md
index 76090fc76..3508dac1b 100644
--- a/domains/entertainment/web3-ip-crossover-strategy-inverts-from-blockchain-as-product-to-blockchain-as-invisible-infrastructure.md
+++ b/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
diff --git a/domains/grand-strategy/attractor-coordination-enabled-abundance.md b/domains/grand-strategy/attractor-coordination-enabled-abundance.md
index 2e3a77d4c..295f1689b 100644
--- a/domains/grand-strategy/attractor-coordination-enabled-abundance.md
+++ b/domains/grand-strategy/attractor-coordination-enabled-abundance.md
@@ -14,9 +14,11 @@ 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
diff --git a/domains/grand-strategy/binding-international-governance-requires-commercial-migration-path-at-signing-not-low-competitive-stakes-at-inception.md b/domains/grand-strategy/binding-international-governance-requires-commercial-migration-path-at-signing-not-low-competitive-stakes-at-inception.md
index ea5a62e48..4b5b3ddd0 100644
--- a/domains/grand-strategy/binding-international-governance-requires-commercial-migration-path-at-signing-not-low-competitive-stakes-at-inception.md
+++ b/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
diff --git a/domains/grand-strategy/clockwork-worldview-built-institutions-for-world-that-no-longer-exists.md b/domains/grand-strategy/clockwork-worldview-built-institutions-for-world-that-no-longer-exists.md
index 7a0c4194d..e05fbad9e 100644
--- a/domains/grand-strategy/clockwork-worldview-built-institutions-for-world-that-no-longer-exists.md
+++ b/domains/grand-strategy/clockwork-worldview-built-institutions-for-world-that-no-longer-exists.md
@@ -13,11 +13,14 @@ related:
   - fragility-from-efficiency-optimization-creates-systemic-vulnerability
   - autovitatic-innovation-self-organizing-systems-destroy-own-fixed-points
   - epidemiological-transition-relative-deprivation-replaces-absolute-after-threshold
+- three types of organizational inertia routine cultural and proxy each resist adaptation through different mechanisms and require different remedies
 tags:
   - complexity
   - institutions
   - paradigm-shift
   - grand-strategy
+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
 ---
 
 The intellectual foundations of modern institutions — corporate management, investment philosophy, government regulation, military strategy — were built during and for a Newtonian, deterministic world. Taylor created "clockwork factories" by eliminating variation and breaking work into predictable, timed components. His methods reflected the dominant scientific paradigm: reductionism (complex systems can be understood through their parts) and determinism (causes lead to predictable, proportionate effects). These principles worked extraordinarily well for over a century because on time horizons relevant to individuals, events WERE linear and the world WAS stable.
diff --git a/domains/grand-strategy/coercive-governance-instruments-create-offense-defense-asymmetries-when-applied-to-dual-use-capabilities.md b/domains/grand-strategy/coercive-governance-instruments-create-offense-defense-asymmetries-when-applied-to-dual-use-capabilities.md
index 95d4b2b64..a6abf54c4 100644
--- a/domains/grand-strategy/coercive-governance-instruments-create-offense-defense-asymmetries-when-applied-to-dual-use-capabilities.md
+++ b/domains/grand-strategy/coercive-governance-instruments-create-offense-defense-asymmetries-when-applied-to-dual-use-capabilities.md
@@ -11,6 +11,10 @@ sourced_from: grand-strategy/2026-04-14-axios-cisa-cuts-mythos-governance-confli
 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"]
+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
diff --git a/domains/grand-strategy/frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments.md b/domains/grand-strategy/frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments.md
index 403a11c14..ed8fbc49c 100644
--- a/domains/grand-strategy/frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments.md
+++ b/domains/grand-strategy/frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments.md
@@ -11,6 +11,12 @@ sourced_from: grand-strategy/2026-04-22-cnbc-trump-anthropic-deal-possible-penta
 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"]
+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
diff --git a/domains/grand-strategy/pharmaceutical-governance-advances-required-triggering-events-not-incremental-advocacy-because-kefauver-three-year-blockage-preceded-thalidomide-breakthrough.md b/domains/grand-strategy/pharmaceutical-governance-advances-required-triggering-events-not-incremental-advocacy-because-kefauver-three-year-blockage-preceded-thalidomide-breakthrough.md
index 3bd6f3f64..090fbc643 100644
--- a/domains/grand-strategy/pharmaceutical-governance-advances-required-triggering-events-not-incremental-advocacy-because-kefauver-three-year-blockage-preceded-thalidomide-breakthrough.md
+++ b/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
diff --git a/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 b/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
index cac66fbc9..6a748791e 100644
--- a/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
+++ b/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
@@ -11,6 +11,10 @@ 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"]
+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
diff --git a/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 b/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
index 862f04681..79445ca1e 100644
--- a/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
+++ b/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
@@ -10,6 +10,10 @@ 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"]
+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
diff --git a/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 b/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
index 64c2ecf74..1ed3b5914 100644
--- a/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
+++ b/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
diff --git a/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 b/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
index 0aab7ac76..4aa4d9cc9 100644
--- a/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	
+++ b/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
diff --git a/domains/health/ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement.md b/domains/health/ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement.md
index 6b0a62a25..96ef2af96 100644
--- a/domains/health/ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement.md
+++ b/domains/health/ai-assistance-produces-neurologically-grounded-irreversible-deskilling-through-prefrontal-disengagement-hippocampal-reduction-and-dopaminergic-reinforcement.md
@@ -13,6 +13,8 @@ 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"]
 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
diff --git a/domains/health/ambient-ai-scribes-create-three-party-liability-exposure-outside-fda-oversight.md b/domains/health/ambient-ai-scribes-create-three-party-liability-exposure-outside-fda-oversight.md
index 561059382..96a9655d4 100644
--- a/domains/health/ambient-ai-scribes-create-three-party-liability-exposure-outside-fda-oversight.md
+++ b/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
diff --git a/domains/health/audio-only-telehealth-equity-relevant-modality-overindexes-underserved-populations.md b/domains/health/audio-only-telehealth-equity-relevant-modality-overindexes-underserved-populations.md
index c74ccc7e2..bbce92e74 100644
--- a/domains/health/audio-only-telehealth-equity-relevant-modality-overindexes-underserved-populations.md
+++ b/domains/health/audio-only-telehealth-equity-relevant-modality-overindexes-underserved-populations.md
@@ -11,6 +11,10 @@ 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"]
+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
diff --git a/domains/health/generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity.md b/domains/health/generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity.md
index 8919aaf36..bf9648276 100644
--- a/domains/health/generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity.md
+++ b/domains/health/generic-digital-health-deployment-reproduces-existing-disparities-by-disproportionately-benefiting-higher-income-users-despite-nominal-technology-access-equity.md
@@ -13,6 +13,9 @@ attribution:
       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"]
+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
diff --git a/domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md b/domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md
index 2575eec60..d26bb07b0 100644
--- a/domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md
+++ b/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
 ---
diff --git a/domains/health/glp-1-therapy-requires-nutritional-monitoring-infrastructure-but-92-percent-receive-no-dietitian-support.md b/domains/health/glp-1-therapy-requires-nutritional-monitoring-infrastructure-but-92-percent-receive-no-dietitian-support.md
index a1ad885ac..9630e6d14 100644
--- a/domains/health/glp-1-therapy-requires-nutritional-monitoring-infrastructure-but-92-percent-receive-no-dietitian-support.md
+++ b/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
 ---
diff --git a/domains/health/glp1-hfpef-creates-competing-mechanisms-cardiac-benefit-versus-sarcopenic-malnutrition-risk.md b/domains/health/glp1-hfpef-creates-competing-mechanisms-cardiac-benefit-versus-sarcopenic-malnutrition-risk.md
index 798257db0..bb292a43f 100644
--- a/domains/health/glp1-hfpef-creates-competing-mechanisms-cardiac-benefit-versus-sarcopenic-malnutrition-risk.md
+++ b/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
diff --git a/domains/health/glp1-receptor-agonists-address-substance-use-disorders-through-mesolimbic-dopamine-modulation.md b/domains/health/glp1-receptor-agonists-address-substance-use-disorders-through-mesolimbic-dopamine-modulation.md
index 48d62f556..a138e0ae2 100644
--- a/domains/health/glp1-receptor-agonists-address-substance-use-disorders-through-mesolimbic-dopamine-modulation.md
+++ b/domains/health/glp1-receptor-agonists-address-substance-use-disorders-through-mesolimbic-dopamine-modulation.md
@@ -12,6 +12,12 @@ 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"]
+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
diff --git a/domains/health/hedonic-eating-dopamine-circuit-adapts-to-glp1-suppression-explaining-continuous-delivery-requirement.md b/domains/health/hedonic-eating-dopamine-circuit-adapts-to-glp1-suppression-explaining-continuous-delivery-requirement.md
index 9f07a6d15..d724897cb 100644
--- a/domains/health/hedonic-eating-dopamine-circuit-adapts-to-glp1-suppression-explaining-continuous-delivery-requirement.md
+++ b/domains/health/hedonic-eating-dopamine-circuit-adapts-to-glp1-suppression-explaining-continuous-delivery-requirement.md
@@ -11,6 +11,10 @@ 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"]
+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
diff --git a/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 b/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
index 81edea802..a2f7d1f82 100644
--- a/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	
+++ b/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
 ---
diff --git a/domains/health/medicare-glp1-bridge-lis-exclusion-structurally-denies-lowest-income-access.md b/domains/health/medicare-glp1-bridge-lis-exclusion-structurally-denies-lowest-income-access.md
index 37cab86ee..6dc86965a 100644
--- a/domains/health/medicare-glp1-bridge-lis-exclusion-structurally-denies-lowest-income-access.md
+++ b/domains/health/medicare-glp1-bridge-lis-exclusion-structurally-denies-lowest-income-access.md
@@ -12,6 +12,10 @@ 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"]
+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
diff --git a/domains/health/never-skilling-distinct-from-deskilling-affects-trainees-not-experienced-physicians.md b/domains/health/never-skilling-distinct-from-deskilling-affects-trainees-not-experienced-physicians.md
index 0ed11862d..07a8cfdf3 100644
--- a/domains/health/never-skilling-distinct-from-deskilling-affects-trainees-not-experienced-physicians.md
+++ b/domains/health/never-skilling-distinct-from-deskilling-affects-trainees-not-experienced-physicians.md
@@ -11,6 +11,12 @@ sourced_from: health/2026-04-22-oettl-2026-ai-deskilling-to-upskilling-orthopedi
 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"]
+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
diff --git a/domains/health/never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling.md b/domains/health/never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling.md
index 0e02d31aa..1d3f0ddb6 100644
--- a/domains/health/never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling.md
+++ b/domains/health/never-skilling-is-detection-resistant-and-unrecoverable-making-it-worse-than-deskilling.md
@@ -12,6 +12,8 @@ reweave_edges: ["AI-induced deskilling follows a consistent cross-specialty patt
 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
diff --git a/domains/health/no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026.md b/domains/health/no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026.md
index 5c7656941..fab0394ed 100644
--- a/domains/health/no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026.md
+++ b/domains/health/no-peer-reviewed-evidence-of-durable-physician-upskilling-from-ai-exposure-as-of-mid-2026.md
@@ -11,6 +11,10 @@ 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"]
+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
diff --git a/domains/health/tailored-digital-health-interventions-achieve-sustained-bp-reduction-in-disparity-populations-but-effect-requires-population-specific-design.md b/domains/health/tailored-digital-health-interventions-achieve-sustained-bp-reduction-in-disparity-populations-but-effect-requires-population-specific-design.md
index e72b8c04d..135faba75 100644
--- a/domains/health/tailored-digital-health-interventions-achieve-sustained-bp-reduction-in-disparity-populations-but-effect-requires-population-specific-design.md
+++ b/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
diff --git a/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 b/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
index bf112c2b5..a3819e2e1 100644
--- a/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	
+++ b/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
diff --git a/domains/health/tirzepatide-patent-thicket-extends-exclusivity-to-2041-bifurcating-glp1-market-into-commodity-and-premium-tiers.md b/domains/health/tirzepatide-patent-thicket-extends-exclusivity-to-2041-bifurcating-glp1-market-into-commodity-and-premium-tiers.md
index ca69ff2fa..97aa7ef33 100644
--- a/domains/health/tirzepatide-patent-thicket-extends-exclusivity-to-2041-bifurcating-glp1-market-into-commodity-and-premium-tiers.md
+++ b/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
diff --git a/domains/health/us-healthspan-lifespan-gap-largest-globally-despite-highest-spending.md b/domains/health/us-healthspan-lifespan-gap-largest-globally-despite-highest-spending.md
index aea3764b1..678319ef0 100644
--- a/domains/health/us-healthspan-lifespan-gap-largest-globally-despite-highest-spending.md
+++ b/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
diff --git a/domains/internet-finance/amm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.md b/domains/internet-finance/amm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.md
index 16f0e20d1..c3957de21 100644
--- a/domains/internet-finance/amm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.md
+++ b/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
diff --git a/domains/internet-finance/cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets.md b/domains/internet-finance/cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets.md
index e7865c034..ef454b1e2 100644
--- a/domains/internet-finance/cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets.md
+++ b/domains/internet-finance/cftc-anprm-margin-trading-question-signals-leverage-expansion-for-prediction-markets.md
@@ -11,6 +11,10 @@ sourced_from: internet-finance/2026-04-21-norton-rose-cftc-anprm-comprehensive-a
 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"]
+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
diff --git a/domains/internet-finance/conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects.md b/domains/internet-finance/conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects.md
index 1566f56f4..84765d742 100644
--- a/domains/internet-finance/conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects.md
+++ b/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:
diff --git a/domains/internet-finance/congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy.md b/domains/internet-finance/congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy.md
index b9c738310..83ba2173a 100644
--- a/domains/internet-finance/congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy.md
+++ b/domains/internet-finance/congressional-insider-trading-legislation-for-prediction-markets-treats-them-as-financial-instruments-not-gambling-strengthening-dcm-regulatory-legitimacy.md
@@ -12,6 +12,8 @@ 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"]
+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
diff --git a/domains/internet-finance/democratic-war-bets-enforcement-demand-creates-cftc-offshore-jurisdiction-dilemma.md b/domains/internet-finance/democratic-war-bets-enforcement-demand-creates-cftc-offshore-jurisdiction-dilemma.md
index e3624767b..b797d9428 100644
--- a/domains/internet-finance/democratic-war-bets-enforcement-demand-creates-cftc-offshore-jurisdiction-dilemma.md
+++ b/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
diff --git a/domains/internet-finance/executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law.md b/domains/internet-finance/executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law.md
index 095602adb..75a9b86cb 100644
--- a/domains/internet-finance/executive-branch-offensive-litigation-creates-preemption-through-simultaneous-multi-state-suits-not-defensive-case-law.md
+++ b/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
diff --git a/domains/internet-finance/futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md b/domains/internet-finance/futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md
index 5089701eb..62652e898 100644
--- a/domains/internet-finance/futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md	
+++ b/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.
diff --git a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md b/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md
index 7b46b31e2..89b591c29 100644
--- a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md
+++ b/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
diff --git a/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 b/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
index a672f07c7..e5c3394ef 100644
--- a/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
+++ b/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
diff --git a/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 b/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
index 0009d19c8..fe1057f6f 100644
--- a/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	
+++ b/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:
diff --git a/domains/internet-finance/polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md b/domains/internet-finance/polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md
index 3721ffdfb..e93c2f24b 100644
--- a/domains/internet-finance/polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md
+++ b/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
 ---
diff --git a/domains/internet-finance/prediction-market-insider-trading-concentrates-in-three-principal-types-requiring-different-enforcement-mechanisms.md b/domains/internet-finance/prediction-market-insider-trading-concentrates-in-three-principal-types-requiring-different-enforcement-mechanisms.md
index ccac45ca8..b15076f8d 100644
--- a/domains/internet-finance/prediction-market-insider-trading-concentrates-in-three-principal-types-requiring-different-enforcement-mechanisms.md
+++ b/domains/internet-finance/prediction-market-insider-trading-concentrates-in-three-principal-types-requiring-different-enforcement-mechanisms.md
@@ -11,6 +11,10 @@ sourced_from: internet-finance/2026-04-22-coindesk-kalshi-insider-trading-politi
 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"]
+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
diff --git a/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 b/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
index e55f5855b..8f16bffa9 100644
--- a/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	
+++ b/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
diff --git a/domains/internet-finance/priority inheritance means nascent technologies inherit economic value from the future systems they will enable creating investable dependency chains.md b/domains/internet-finance/priority inheritance means nascent technologies inherit economic value from the future systems they will enable creating investable dependency chains.md
index d7b4a97bc..715893618 100644
--- a/domains/internet-finance/priority inheritance means nascent technologies inherit economic value from the future systems they will enable creating investable dependency chains.md	
+++ b/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
diff --git a/domains/internet-finance/state-prediction-market-enforcement-extends-to-federally-licensed-exchanges-creating-institutional-exposure-beyond-specialized-platforms.md b/domains/internet-finance/state-prediction-market-enforcement-extends-to-federally-licensed-exchanges-creating-institutional-exposure-beyond-specialized-platforms.md
index 7b2b6995a..23be48d6e 100644
--- a/domains/internet-finance/state-prediction-market-enforcement-extends-to-federally-licensed-exchanges-creating-institutional-exposure-beyond-specialized-platforms.md
+++ b/domains/internet-finance/state-prediction-market-enforcement-extends-to-federally-licensed-exchanges-creating-institutional-exposure-beyond-specialized-platforms.md
@@ -12,6 +12,10 @@ 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"]
+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
diff --git a/domains/internet-finance/tribal-sovereignty-creates-third-dimension-legal-challenge-to-prediction-markets.md b/domains/internet-finance/tribal-sovereignty-creates-third-dimension-legal-challenge-to-prediction-markets.md
index 9cbdb87d6..18ff87545 100644
--- a/domains/internet-finance/tribal-sovereignty-creates-third-dimension-legal-challenge-to-prediction-markets.md
+++ b/domains/internet-finance/tribal-sovereignty-creates-third-dimension-legal-challenge-to-prediction-markets.md
@@ -12,6 +12,10 @@ 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"]
+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
diff --git a/domains/internet-finance/trump-jr-dual-investment-creates-structural-conflict-undermining-prediction-market-regulatory-legitimacy.md b/domains/internet-finance/trump-jr-dual-investment-creates-structural-conflict-undermining-prediction-market-regulatory-legitimacy.md
index cf14c0745..5114c2712 100644
--- a/domains/internet-finance/trump-jr-dual-investment-creates-structural-conflict-undermining-prediction-market-regulatory-legitimacy.md
+++ b/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
 ---
diff --git a/domains/internet-finance/value is doubly unstable because both market prices and the underlying relevance of commodities shift with the knowledge landscape.md b/domains/internet-finance/value is doubly unstable because both market prices and the underlying relevance of commodities shift with the knowledge landscape.md
index 7c662ea12..975f1ac68 100644
--- a/domains/internet-finance/value is doubly unstable because both market prices and the underlying relevance of commodities shift with the knowledge landscape.md	
+++ b/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
diff --git a/domains/internet-finance/value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape.md b/domains/internet-finance/value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape.md
index b3ea5cc3e..c9c789c39 100644
--- a/domains/internet-finance/value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape.md	
+++ b/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
diff --git a/domains/manufacturing/TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure.md b/domains/manufacturing/TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure.md
index 966e7af26..e4a4c55da 100644
--- a/domains/manufacturing/TSMC manufactures 92 percent of advanced logic chips making Taiwan the single largest physical vulnerability in global technology infrastructure.md	
+++ b/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
diff --git a/domains/mechanisms/mechanism-design-changes-the-game-itself-to-produce-better-equilibria-rather-than-expecting-players-to-find-optimal-strategies.md b/domains/mechanisms/mechanism-design-changes-the-game-itself-to-produce-better-equilibria-rather-than-expecting-players-to-find-optimal-strategies.md
index 268351775..edd5c5cd9 100644
--- a/domains/mechanisms/mechanism-design-changes-the-game-itself-to-produce-better-equilibria-rather-than-expecting-players-to-find-optimal-strategies.md
+++ b/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
diff --git a/domains/space-development/china-parallel-odc-programs-create-asymmetric-state-backing-advantage.md b/domains/space-development/china-parallel-odc-programs-create-asymmetric-state-backing-advantage.md
index 5469dbe75..dbb610dd2 100644
--- a/domains/space-development/china-parallel-odc-programs-create-asymmetric-state-backing-advantage.md
+++ b/domains/space-development/china-parallel-odc-programs-create-asymmetric-state-backing-advantage.md
@@ -11,6 +11,10 @@ sourced_from: space-development/2026-04-03-spacenews-china-odc-orbital-chenguang
 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"]
+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
diff --git a/domains/space-development/dart-kinetic-deflection-validated-heliocentric-orbit-change-through-ejecta-momentum-amplification.md b/domains/space-development/dart-kinetic-deflection-validated-heliocentric-orbit-change-through-ejecta-momentum-amplification.md
index 18cfa5d24..7b0ff0fbb 100644
--- a/domains/space-development/dart-kinetic-deflection-validated-heliocentric-orbit-change-through-ejecta-momentum-amplification.md
+++ b/domains/space-development/dart-kinetic-deflection-validated-heliocentric-orbit-change-through-ejecta-momentum-amplification.md
@@ -10,6 +10,12 @@ 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"]
+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
diff --git a/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 b/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
index 2d728277f..c443c1ee3 100644
--- a/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	
+++ b/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
diff --git a/domains/space-development/nasa-project-ignition-south-pole-location-is-isru-first-architectural-commitment.md b/domains/space-development/nasa-project-ignition-south-pole-location-is-isru-first-architectural-commitment.md
index de768dc71..5f0817cae 100644
--- a/domains/space-development/nasa-project-ignition-south-pole-location-is-isru-first-architectural-commitment.md
+++ b/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
 ---
diff --git a/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 b/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
index a1d9f970d..65fe9ef76 100644
--- a/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	
+++ b/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	
@@ -8,6 +8,10 @@ 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"
+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
diff --git a/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 b/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
index 56edc025a..8e51da3d1 100644
--- a/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	
+++ b/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	
@@ -25,6 +25,8 @@ reweave_edges:
 - 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
+- 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
 - 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
@@ -40,6 +42,8 @@ supports:
 - 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
+- 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
 - 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
diff --git a/domains/space-development/planetary-defense-addresses-detectable-asteroid-threats-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md b/domains/space-development/planetary-defense-addresses-detectable-asteroid-threats-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md
index e2d98c56c..3252a7083 100644
--- a/domains/space-development/planetary-defense-addresses-detectable-asteroid-threats-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md
+++ b/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
diff --git a/domains/space-development/planetary-defense-addresses-detectable-impacts-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md b/domains/space-development/planetary-defense-addresses-detectable-impacts-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md
index b990a2a38..f01f33ab1 100644
--- a/domains/space-development/planetary-defense-addresses-detectable-impacts-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md
+++ b/domains/space-development/planetary-defense-addresses-detectable-impacts-not-grbs-supervolcanism-or-anthropogenic-catastrophe.md
@@ -10,6 +10,12 @@ 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"]
+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
diff --git a/domains/space-development/prospect-and-viper-2027-demos-are-single-point-dependencies-for-phase-2-isru-timeline.md b/domains/space-development/prospect-and-viper-2027-demos-are-single-point-dependencies-for-phase-2-isru-timeline.md
index c571c303b..f23ac26d7 100644
--- a/domains/space-development/prospect-and-viper-2027-demos-are-single-point-dependencies-for-phase-2-isru-timeline.md
+++ b/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
diff --git a/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 b/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
index 2e84e9d82..911ba4021 100644
--- a/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	
+++ b/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	
@@ -7,6 +7,12 @@ 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"
+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
diff --git a/domains/space-development/space governance gaps are widening not narrowing because technology advances exponentially while institutional design advances linearly.md b/domains/space-development/space governance gaps are widening not narrowing because technology advances exponentially while institutional design advances linearly.md
index e1acde96a..d94cea311 100644
--- a/domains/space-development/space governance gaps are widening not narrowing because technology advances exponentially while institutional design advances linearly.md	
+++ b/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
diff --git a/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 b/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
index b31e78b3b..3f29db38b 100644
--- a/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	
+++ b/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	
@@ -9,6 +9,10 @@ challenged_by: "Lunar water ice abundance and extractability remain uncertain un
 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
diff --git a/entities/grand-strategy/bis-january-2026-chip-rule.md b/entities/grand-strategy/bis-january-2026-chip-rule.md
index 9c4f5dba7..d02b505de 100644
--- a/entities/grand-strategy/bis-january-2026-chip-rule.md
+++ b/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
diff --git a/entities/internet-finance/metadao.md b/entities/internet-finance/metadao.md
index 76c426ec6..0cd2de251 100644
--- a/entities/internet-finance/metadao.md
+++ b/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
diff --git a/foundations/collective-intelligence/Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md b/foundations/collective-intelligence/Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md
index 6523051f7..d6e08b45c 100644
--- a/foundations/collective-intelligence/Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md	
+++ b/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
diff --git a/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 b/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
index d79f0cc70..6b48cc36e 100644
--- a/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	
+++ b/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
diff --git a/foundations/collective-intelligence/three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md b/foundations/collective-intelligence/three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md
index c1ff80b95..0dcc74274 100644
--- a/foundations/collective-intelligence/three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md	
+++ b/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
diff --git a/foundations/critical-systems/equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history.md b/foundations/critical-systems/equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history.md
index 887f98e07..73f95c605 100644
--- a/foundations/critical-systems/equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history.md	
+++ b/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
diff --git a/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 b/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
index cbe4674f6..68fb3e2fb 100644
--- a/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	
+++ b/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
diff --git a/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 b/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
index 968e3a10a..dab40aff6 100644
--- a/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	
+++ b/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.
diff --git a/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 b/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
index b3c548a65..2e9c2fdef 100644
--- a/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	
+++ b/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
diff --git a/foundations/teleological-economics/incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly.md b/foundations/teleological-economics/incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly.md
index eb3ff6074..12e4b873d 100644
--- a/foundations/teleological-economics/incumbents fail to respond to visible disruption because external structures lag even when executives see the threat clearly.md	
+++ b/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
diff --git a/foundations/teleological-economics/pioneers prove concepts but fast followers with better capital allocation capture most long-term value in industry transitions.md b/foundations/teleological-economics/pioneers prove concepts but fast followers with better capital allocation capture most long-term value in industry transitions.md
index 858fe4b13..b6ef7dd34 100644
--- a/foundations/teleological-economics/pioneers prove concepts but fast followers with better capital allocation capture most long-term value in industry transitions.md	
+++ b/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
diff --git a/foundations/teleological-economics/proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures.md b/foundations/teleological-economics/proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures.md
index 4eba2a850..73487a347 100644
--- a/foundations/teleological-economics/proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures.md	
+++ b/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