From 8ae7945cb867035b2c03f9d73962a521b9c9b53a Mon Sep 17 00:00:00 2001
From: Teleo Pipeline <pipeline@teleo.us>
Date: Sat, 4 Apr 2026 12:50:01 +0000
Subject: [PATCH] reweave: connect 18 orphan claims via vector similarity

Threshold: 0.7, Haiku classification, 36 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
---
 ...nd friction was the only thing preventing convergence.md | 4 ++++
 ...ut the capacity to notice what matters remains scarce.md | 2 ++
 ...nded rationality leaving only coordination as defense.md | 4 ++++
 ...bles reasoning the agent could not perform without it.md | 2 ++
 ...ts each detect problems invisible to the other scales.md | 2 ++
 ...e progressive syntheticization or progressive control.md | 4 ++++
 ...paths within the studio system leave few alternatives.md | 4 ++++
 ...nts-because-authenticity-signal-becomes-more-valuable.md | 3 +++
 ...cing-4x-higher-rejection-than-functional-applications.md | 4 ++++
 ... stagnant and every marginal hour shifts between them.md | 6 ++++++
 ...nt-ventures-with-shared-formats-audiences-and-revenue.md | 2 ++
 ...r-for-acquisition-and-owned-platform-for-monetization.md | 6 ++++++
 ...-audiences-can-recognize-participate-in-and-return-to.md | 4 ++++
 ...s-consumption-by-2025-surpassing-traditional-channels.md | 4 ++++
 ...pounds-attention-more-effectively-than-static-formats.md | 6 ++++++
 ...aries-when-creators-control-sufficient-audience-scale.md | 4 ++++
 ...tions-than-from-equivalent-social-platform-ad-revenue.md | 4 ++++
 ...y definition change and ease of incumbent replication.md | 4 ++++
 ...ration-where-the-AI-publishes-and-the-human-amplifies.md | 4 ++++
 ...ap-more-effectively-than-AI-quality-improvement-alone.md | 4 ++++
 ...nvergent-structural-patterns-across-content-verticals.md | 4 ++++
 ...-functioning-as-reference-documents-not-entertainment.md | 4 ++++
 ...rowth as an escape valve for displaced creative labor.md | 4 ++++
 ... proving audience demand before production investment.md | 2 ++
 ...-legacy-catalog-control-and-stimulate-streaming-rebuy.md | 4 ++++
 ...hesis-into-distribution-through-reciprocal-engagement.md | 4 ++++
 ...ntrated large bets because power law returns dominate.md | 2 ++
 ...existing community engagement data as risk mitigation.md | 2 ++
 ...alytical-content-where-obscured-AI-involvement-cannot.md | 6 ++++++
 ...-separate-distribution-channels-from-a-single-product.md | 4 ++++
 ...-100x-through-incentivized-circles-versus-local-teams.md | 4 ++++
 ...-community-leader-revenue-share-replacing-local-teams.md | 4 ++++
 entities/entertainment/claynosaurz.md                       | 2 ++
 ...e same way hyperthymesia overwhelms biological memory.md | 2 ++
 ...ation dominates when trust and enforcement are absent.md | 4 ++++
 ...lead agents who trust curated content unconditionally.md | 6 ++++++
 36 files changed, 135 insertions(+)

diff --git a/domains/ai-alignment/AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence.md b/domains/ai-alignment/AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence.md
index e994f47f..2b214b71 100644
--- a/domains/ai-alignment/AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence.md	
+++ b/domains/ai-alignment/AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence.md	
@@ -10,6 +10,10 @@ depends_on:
   - "the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it"
 challenged_by:
   - "physical infrastructure constraints on AI development create a natural governance window of 2 to 10 years because hardware bottlenecks are not software-solvable"
+related:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile"
+reweave_edges:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile|related|2026-04-04"
 ---
 
 # AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence
diff --git a/domains/ai-alignment/AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce.md b/domains/ai-alignment/AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce.md
index a471067f..ab179e9e 100644
--- a/domains/ai-alignment/AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce.md	
+++ b/domains/ai-alignment/AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce.md	
@@ -10,8 +10,10 @@ depends_on:
   - "knowledge between notes is generated by traversal not stored in any individual note because curated link paths produce emergent understanding that embedding similarity cannot replicate"
 related:
   - "notes function as cognitive anchors that stabilize attention during complex reasoning by externalizing reference points that survive working memory degradation"
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred"
 reweave_edges:
   - "notes function as cognitive anchors that stabilize attention during complex reasoning by externalizing reference points that survive working memory degradation|related|2026-04-03"
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred|related|2026-04-04"
 ---
 
 # AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce
diff --git a/domains/ai-alignment/four restraints prevent competitive dynamics from reaching catastrophic equilibrium and AI specifically erodes physical limitations and bounded rationality leaving only coordination as defense.md b/domains/ai-alignment/four restraints prevent competitive dynamics from reaching catastrophic equilibrium and AI specifically erodes physical limitations and bounded rationality leaving only coordination as defense.md
index 9701fd96..0ce9aaff 100644
--- a/domains/ai-alignment/four restraints prevent competitive dynamics from reaching catastrophic equilibrium and AI specifically erodes physical limitations and bounded rationality leaving only coordination as defense.md	
+++ b/domains/ai-alignment/four restraints prevent competitive dynamics from reaching catastrophic equilibrium and AI specifically erodes physical limitations and bounded rationality leaving only coordination as defense.md	
@@ -8,6 +8,10 @@ created: 2026-04-02
 depends_on:
   - "AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence"
   - "technology advances exponentially but coordination mechanisms evolve linearly creating a widening gap"
+related:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile"
+reweave_edges:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile|related|2026-04-04"
 ---
 
 # four restraints prevent competitive dynamics from reaching catastrophic equilibrium and AI specifically erodes physical limitations and bounded rationality leaving only coordination as defense
diff --git a/domains/ai-alignment/notes function as executable skills for AI agents because loading a well-titled claim into context enables reasoning the agent could not perform without it.md b/domains/ai-alignment/notes function as executable skills for AI agents because loading a well-titled claim into context enables reasoning the agent could not perform without it.md
index 488c35c5..8fb67281 100644
--- a/domains/ai-alignment/notes function as executable skills for AI agents because loading a well-titled claim into context enables reasoning the agent could not perform without it.md	
+++ b/domains/ai-alignment/notes function as executable skills for AI agents because loading a well-titled claim into context enables reasoning the agent could not perform without it.md	
@@ -12,11 +12,13 @@ related:
   - "AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce"
   - "notes function as cognitive anchors that stabilize attention during complex reasoning by externalizing reference points that survive working memory degradation"
   - "vocabulary is architecture because domain native schema terms eliminate the per interaction translation tax that causes knowledge system abandonment"
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred"
 reweave_edges:
   - "AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce|related|2026-04-03"
   - "notes function as cognitive anchors that stabilize attention during complex reasoning by externalizing reference points that survive working memory degradation|related|2026-04-03"
   - "vocabulary is architecture because domain native schema terms eliminate the per interaction translation tax that causes knowledge system abandonment|related|2026-04-03"
   - "a creators accumulated knowledge graph not content library is the defensible moat in AI abundant content markets|supports|2026-04-04"
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred|related|2026-04-04"
 supports:
   - "a creators accumulated knowledge graph not content library is the defensible moat in AI abundant content markets"
 ---
diff --git a/domains/ai-alignment/three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales.md b/domains/ai-alignment/three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales.md
index bd4eeab7..b5ace4b3 100644
--- a/domains/ai-alignment/three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales.md	
+++ b/domains/ai-alignment/three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales.md	
@@ -10,8 +10,10 @@ depends_on:
   - "methodology hardens from documentation to skill to hook as understanding crystallizes and each transition moves behavior from probabilistic to deterministic enforcement"
 related:
   - "knowledge processing requires distinct phases with fresh context per phase because each phase performs a different transformation and contamination between phases degrades output quality"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses"
 reweave_edges:
   - "knowledge processing requires distinct phases with fresh context per phase because each phase performs a different transformation and contamination between phases degrades output quality|related|2026-04-03"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses|related|2026-04-04"
 ---
 
 # three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales
diff --git a/domains/entertainment/GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control.md b/domains/entertainment/GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control.md
index 18abfcb8..d5e2de7f 100644
--- a/domains/entertainment/GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control.md	
+++ b/domains/entertainment/GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control.md	
@@ -5,6 +5,10 @@ description: "Studios use GenAI to make existing workflows cheaper (sustaining/p
 confidence: likely
 source: "Clay, synthesized from Doug Shapiro's 'How Far Will AI Video Go?' and 'AI Use Cases in Hollywood' (The Mediator, 2023-2025)"
 created: 2026-03-06
+related:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain"
+reweave_edges:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain|related|2026-04-04"
 ---
 
 # GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control
diff --git a/domains/entertainment/Hollywood talent will embrace AI because narrowing creative paths within the studio system leave few alternatives.md b/domains/entertainment/Hollywood talent will embrace AI because narrowing creative paths within the studio system leave few alternatives.md
index 1307858b..db5ea147 100644
--- a/domains/entertainment/Hollywood talent will embrace AI because narrowing creative paths within the studio system leave few alternatives.md	
+++ b/domains/entertainment/Hollywood talent will embrace AI because narrowing creative paths within the studio system leave few alternatives.md	
@@ -5,6 +5,10 @@ description: "Established Hollywood creatives will adopt AI tools not primarily
 confidence: likely
 source: "Clay, from Doug Shapiro's 'Why Hollywood Talent Will Embrace AI' (The Mediator, March 2025)"
 created: 2026-03-06
+related:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain"
+reweave_edges:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain|related|2026-04-04"
 ---
 
 # Hollywood talent will embrace AI because narrowing creative paths within the studio system leave few alternatives
diff --git a/domains/entertainment/consumer-acceptance-of-ai-creative-content-declining-despite-quality-improvements-because-authenticity-signal-becomes-more-valuable.md b/domains/entertainment/consumer-acceptance-of-ai-creative-content-declining-despite-quality-improvements-because-authenticity-signal-becomes-more-valuable.md
index efed8eb5..e22e7ae6 100644
--- a/domains/entertainment/consumer-acceptance-of-ai-creative-content-declining-despite-quality-improvements-because-authenticity-signal-becomes-more-valuable.md
+++ b/domains/entertainment/consumer-acceptance-of-ai-creative-content-declining-despite-quality-improvements-because-authenticity-signal-becomes-more-valuable.md
@@ -10,6 +10,9 @@ supports:
   - "consumer ai acceptance diverges by use case with creative work facing 4x higher rejection than functional applications"
 reweave_edges:
   - "consumer ai acceptance diverges by use case with creative work facing 4x higher rejection than functional applications|supports|2026-04-04"
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural|related|2026-04-04"
+related:
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural"
 ---
 
 # Consumer acceptance of AI creative content is declining despite improving quality because the authenticity signal itself becomes more valuable as AI-human distinction erodes
diff --git a/domains/entertainment/consumer-ai-acceptance-diverges-by-use-case-with-creative-work-facing-4x-higher-rejection-than-functional-applications.md b/domains/entertainment/consumer-ai-acceptance-diverges-by-use-case-with-creative-work-facing-4x-higher-rejection-than-functional-applications.md
index 38b906f4..ef3c8118 100644
--- a/domains/entertainment/consumer-ai-acceptance-diverges-by-use-case-with-creative-work-facing-4x-higher-rejection-than-functional-applications.md
+++ b/domains/entertainment/consumer-ai-acceptance-diverges-by-use-case-with-creative-work-facing-4x-higher-rejection-than-functional-applications.md
@@ -6,6 +6,10 @@ confidence: likely
 source: "Goldman Sachs survey (August 2025) via eMarketer; Billion Dollar Boy survey (July 2025); CivicScience survey (July 2025)"
 created: 2026-03-11
 secondary_domains: ["cultural-dynamics"]
+supports:
+  - "gen z hostility to ai generated advertising is stronger than millennials and widening making gen z a negative leading indicator for ai content acceptance"
+reweave_edges:
+  - "gen z hostility to ai generated advertising is stronger than millennials and widening making gen z a negative leading indicator for ai content acceptance|supports|2026-04-04"
 ---
 
 # Consumer AI acceptance diverges by use case with creative work facing 4x higher rejection than functional applications
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 1f1cf440..5a87764d 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	
@@ -7,8 +7,14 @@ source: "Doug Shapiro, 'The Relentless, Inevitable March of the Creator Economy'
 created: 2026-03-01
 related:
   - "creators became primary distribution layer for under 35 news consumption by 2025 surpassing traditional channels"
+  - "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"
 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 and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them
diff --git a/domains/entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md b/domains/entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md
index b886d40f..ad5de596 100644
--- a/domains/entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md
+++ b/domains/entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md
@@ -9,8 +9,10 @@ secondary_domains:
   - internet-finance
 related:
   - "creators became primary distribution layer for under 35 news consumption by 2025 surpassing traditional channels"
+  - "unnatural brand creator narratives damage audience trust by signaling commercial capture rather than genuine creative collaboration"
 reweave_edges:
   - "creators became primary distribution layer for under 35 news consumption by 2025 surpassing traditional channels|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-brand partnerships are shifting from transactional campaigns toward long-term joint ventures with shared formats, audiences, and revenue
diff --git a/domains/entertainment/creator-owned-streaming-uses-dual-platform-strategy-with-free-tier-for-acquisition-and-owned-platform-for-monetization.md b/domains/entertainment/creator-owned-streaming-uses-dual-platform-strategy-with-free-tier-for-acquisition-and-owned-platform-for-monetization.md
index de8d96e5..f3b45d8f 100644
--- a/domains/entertainment/creator-owned-streaming-uses-dual-platform-strategy-with-free-tier-for-acquisition-and-owned-platform-for-monetization.md
+++ b/domains/entertainment/creator-owned-streaming-uses-dual-platform-strategy-with-free-tier-for-acquisition-and-owned-platform-for-monetization.md
@@ -5,6 +5,12 @@ description: "Dropout, Nebula, and Critical Role all maintain YouTube presence f
 confidence: likely
 source: "Variety (Todd Spangler), 2024-08-01 analysis of indie streaming platforms"
 created: 2026-03-11
+supports:
+  - "Dropout"
+  - "Nebula"
+reweave_edges:
+  - "Dropout|supports|2026-04-04"
+  - "Nebula|supports|2026-04-04"
 ---
 
 # Creator-owned streaming uses dual-platform strategy with free tier for acquisition and owned platform for monetization
diff --git a/domains/entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md b/domains/entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md
index 9795906e..20b29f46 100644
--- a/domains/entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md
+++ b/domains/entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md
@@ -7,6 +7,10 @@ source: "Clay, extracted from ExchangeWire, 'The Creator Economy in 2026: Tappin
 created: 2026-03-11
 secondary_domains:
   - cultural-dynamics
+related:
+  - "worldbuilding as narrative infrastructure creates communal meaning through transmedia coordination of audience experience"
+reweave_edges:
+  - "worldbuilding as narrative infrastructure creates communal meaning through transmedia coordination of audience experience|related|2026-04-04"
 ---
 
 # creator world-building converts viewers into returning communities by creating belonging audiences can recognize, participate in, and return to
diff --git a/domains/entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md b/domains/entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md
index 23e660ad..f58c9a37 100644
--- a/domains/entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md
+++ b/domains/entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md
@@ -8,6 +8,10 @@ created: 2025-12-16
 depends_on:
   - "creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them"
   - "social video is already 25 percent of all video consumption and growing because dopamine-optimized formats match generational attention patterns"
+related:
+  - "in game creators represent alternative distribution ecosystems outside traditional media and platform creator models"
+reweave_edges:
+  - "in game creators represent alternative distribution ecosystems outside traditional media and platform creator models|related|2026-04-04"
 ---
 
 # Creators became primary distribution layer for under-35 news consumption by 2025, surpassing traditional channels
diff --git a/domains/entertainment/daily-content-cadence-with-diminishing-returns-triggered-format-pivots-compounds-attention-more-effectively-than-static-formats.md b/domains/entertainment/daily-content-cadence-with-diminishing-returns-triggered-format-pivots-compounds-attention-more-effectively-than-static-formats.md
index a1f2a431..6d758388 100644
--- a/domains/entertainment/daily-content-cadence-with-diminishing-returns-triggered-format-pivots-compounds-attention-more-effectively-than-static-formats.md
+++ b/domains/entertainment/daily-content-cadence-with-diminishing-returns-triggered-format-pivots-compounds-attention-more-effectively-than-static-formats.md
@@ -5,6 +5,12 @@ description: "The arscontexta case demonstrates that daily posting with timed fo
 confidence: experimental
 source: "Clay, from arscontexta × molt_cornelius case study (3 phases across 54 days)"
 created: 2026-03-28
+related:
+  - "long form articles on short form platforms generate disproportionate bookmark to like ratios functioning as reference documents not entertainment"
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement"
+reweave_edges:
+  - "long form articles on short form platforms generate disproportionate bookmark to like ratios functioning as reference documents not entertainment|related|2026-04-04"
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement|related|2026-04-04"
 ---
 
 # Daily content cadence with diminishing-returns-triggered format pivots compounds attention more effectively than static formats
diff --git a/domains/entertainment/direct-theater-distribution-bypasses-studio-intermediaries-when-creators-control-sufficient-audience-scale.md b/domains/entertainment/direct-theater-distribution-bypasses-studio-intermediaries-when-creators-control-sufficient-audience-scale.md
index b6504080..c10e642c 100644
--- a/domains/entertainment/direct-theater-distribution-bypasses-studio-intermediaries-when-creators-control-sufficient-audience-scale.md
+++ b/domains/entertainment/direct-theater-distribution-bypasses-studio-intermediaries-when-creators-control-sufficient-audience-scale.md
@@ -5,6 +5,10 @@ description: "Direct-to-theater distribution can bypass studio intermediaries wh
 confidence: experimental
 source: "AInvest analysis of Taylor Swift Eras Tour concert film distribution (2025-05-01)"
 created: 2026-03-11
+supports:
+  - "Taylor Swift"
+reweave_edges:
+  - "Taylor Swift|supports|2026-04-04"
 ---
 
 # Direct-to-theater distribution bypasses studio intermediaries when creators control sufficient audience scale
diff --git a/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md b/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md
index 3d2373ec..2befe202 100644
--- a/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md
+++ b/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md
@@ -9,6 +9,10 @@ depends_on:
   - "creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers"
 challenged_by:
   - "Dropout is an unusually strong brand with exceptional subscriber loyalty — most creators cannot replicate this revenue mix"
+supports:
+  - "Dropout"
+reweave_edges:
+  - "Dropout|supports|2026-04-04"
 ---
 
 # established creators generate more revenue from owned streaming subscriptions than from equivalent social platform ad revenue
diff --git a/domains/entertainment/five factors determine the speed and extent of disruption including quality definition change and ease of incumbent replication.md b/domains/entertainment/five factors determine the speed and extent of disruption including quality definition change and ease of incumbent replication.md
index f047a689..5d07603f 100644
--- a/domains/entertainment/five factors determine the speed and extent of disruption including quality definition change and ease of incumbent replication.md	
+++ b/domains/entertainment/five factors determine the speed and extent of disruption including quality definition change and ease of incumbent replication.md	
@@ -5,6 +5,10 @@ description: "Shapiro's disruption speed framework identifies five factors — q
 confidence: likely
 source: "Clay, from Doug Shapiro's 'How Will the Disruption of Hollywood Play Out?' (The Mediator, July 2023)"
 created: 2026-03-06
+related:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain"
+reweave_edges:
+  - "non ATL production costs will converge with the cost of compute as AI replaces labor across the production chain|related|2026-04-04"
 ---
 
 # Five factors determine the speed and extent of disruption including quality definition change and ease of incumbent replication
diff --git a/domains/entertainment/human-AI-content-pairs-succeed-through-structural-role-separation-where-the-AI-publishes-and-the-human-amplifies.md b/domains/entertainment/human-AI-content-pairs-succeed-through-structural-role-separation-where-the-AI-publishes-and-the-human-amplifies.md
index 554d3293..92830fd3 100644
--- a/domains/entertainment/human-AI-content-pairs-succeed-through-structural-role-separation-where-the-AI-publishes-and-the-human-amplifies.md
+++ b/domains/entertainment/human-AI-content-pairs-succeed-through-structural-role-separation-where-the-AI-publishes-and-the-human-amplifies.md
@@ -6,6 +6,10 @@ confidence: experimental
 source: "Clay, from arscontexta × molt_cornelius case study (54 days, 4.46M combined views)"
 created: 2026-03-28
 depends_on: ["human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant"]
+related:
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement"
+reweave_edges:
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement|related|2026-04-04"
 ---
 
 # Human-AI content pairs succeed through structural role separation where the AI publishes and the human amplifies
diff --git a/domains/entertainment/human-vouching-for-AI-output-resolves-the-trust-gap-more-effectively-than-AI-quality-improvement-alone.md b/domains/entertainment/human-vouching-for-AI-output-resolves-the-trust-gap-more-effectively-than-AI-quality-improvement-alone.md
index 2cfb5453..4208098b 100644
--- a/domains/entertainment/human-vouching-for-AI-output-resolves-the-trust-gap-more-effectively-than-AI-quality-improvement-alone.md
+++ b/domains/entertainment/human-vouching-for-AI-output-resolves-the-trust-gap-more-effectively-than-AI-quality-improvement-alone.md
@@ -6,6 +6,10 @@ confidence: experimental
 source: "Clay, from arscontexta × molt_cornelius case study (Heinrich's vouching pattern)"
 created: 2026-03-28
 depends_on: ["GenAI adoption in entertainment will be gated by consumer acceptance not technology capability", "human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant"]
+related:
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural"
+reweave_edges:
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural|related|2026-04-04"
 ---
 
 # Human vouching for AI output resolves the trust gap more effectively than AI quality improvement alone
diff --git a/domains/entertainment/indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md b/domains/entertainment/indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md
index 9c64252c..418ac178 100644
--- a/domains/entertainment/indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md
+++ b/domains/entertainment/indie-streaming-platforms-emerged-as-category-by-2024-with-convergent-structural-patterns-across-content-verticals.md
@@ -5,6 +5,10 @@ description: "Dropout, Nebula, and Critical Role represent category emergence no
 confidence: likely
 source: "Variety (Todd Spangler), 2024-08-01 first major trade coverage of indie streaming as category"
 created: 2026-03-11
+supports:
+  - "Dropout"
+reweave_edges:
+  - "Dropout|supports|2026-04-04"
 ---
 
 # Indie streaming platforms emerged as category by 2024 with convergent structural patterns across content verticals
diff --git a/domains/entertainment/long-form-articles-on-short-form-platforms-generate-disproportionate-bookmark-to-like-ratios-functioning-as-reference-documents-not-entertainment.md b/domains/entertainment/long-form-articles-on-short-form-platforms-generate-disproportionate-bookmark-to-like-ratios-functioning-as-reference-documents-not-entertainment.md
index 42f9ee20..3a0264f0 100644
--- a/domains/entertainment/long-form-articles-on-short-form-platforms-generate-disproportionate-bookmark-to-like-ratios-functioning-as-reference-documents-not-entertainment.md
+++ b/domains/entertainment/long-form-articles-on-short-form-platforms-generate-disproportionate-bookmark-to-like-ratios-functioning-as-reference-documents-not-entertainment.md
@@ -5,6 +5,10 @@ description: "X Articles generate 2-4x bookmark-to-like ratios compared to stand
 confidence: likely
 source: "Clay, from arscontexta × molt_cornelius case study and 'How X Creators Should Take Notes with AI' (2026-03-06)"
 created: 2026-03-28
+related:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats"
+reweave_edges:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats|related|2026-04-04"
 ---
 
 # Long-form articles on short-form platforms generate disproportionate bookmark-to-like ratios functioning as reference documents not entertainment
diff --git a/domains/entertainment/media consolidation reducing buyer competition for talent accelerates creator economy growth as an escape valve for displaced creative labor.md b/domains/entertainment/media consolidation reducing buyer competition for talent accelerates creator economy growth as an escape valve for displaced creative labor.md
index 1a6f5de1..9a9d24c6 100644
--- a/domains/entertainment/media consolidation reducing buyer competition for talent accelerates creator economy growth as an escape valve for displaced creative labor.md	
+++ b/domains/entertainment/media consolidation reducing buyer competition for talent accelerates creator economy growth as an escape valve for displaced creative labor.md	
@@ -12,6 +12,10 @@ depends_on:
   - "media disruption follows two sequential phases as distribution moats fall first and creation moats fall second"
   - "creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers"
 challenged_by: []
+supports:
+  - "studio consolidation shrinks the cultural collective brain while creator economy expansion grows it predicting accelerating innovation asymmetry"
+reweave_edges:
+  - "studio consolidation shrinks the cultural collective brain while creator economy expansion grows it predicting accelerating innovation asymmetry|supports|2026-04-04"
 ---
 
 # Media consolidation reducing buyer competition for talent accelerates creator economy growth as an escape valve for displaced creative labor
diff --git a/domains/entertainment/progressive validation through community building reduces development risk by proving audience demand before production investment.md b/domains/entertainment/progressive validation through community building reduces development risk by proving audience demand before production investment.md
index d45b170d..2411cad4 100644
--- a/domains/entertainment/progressive validation through community building reduces development risk by proving audience demand before production investment.md	
+++ b/domains/entertainment/progressive validation through community building reduces development risk by proving audience demand before production investment.md	
@@ -8,10 +8,12 @@ created: 2026-03-06
 supports:
   - "Claynosaurz"
   - "community owned IP grows through complex contagion not viral spread because fandom requires multiple reinforcing exposures from trusted community members"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing"
 reweave_edges:
   - "Claynosaurz|supports|2026-04-04"
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms|related|2026-04-04"
   - "community owned IP grows through complex contagion not viral spread because fandom requires multiple reinforcing exposures from trusted community members|supports|2026-04-04"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing|supports|2026-04-04"
 related:
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms"
 ---
diff --git a/domains/entertainment/re-recordings-as-ip-reclamation-mechanism-refresh-legacy-catalog-control-and-stimulate-streaming-rebuy.md b/domains/entertainment/re-recordings-as-ip-reclamation-mechanism-refresh-legacy-catalog-control-and-stimulate-streaming-rebuy.md
index 2b9c3cdd..16c87a36 100644
--- a/domains/entertainment/re-recordings-as-ip-reclamation-mechanism-refresh-legacy-catalog-control-and-stimulate-streaming-rebuy.md
+++ b/domains/entertainment/re-recordings-as-ip-reclamation-mechanism-refresh-legacy-catalog-control-and-stimulate-streaming-rebuy.md
@@ -5,6 +5,10 @@ description: "Re-recordings enable artists to reclaim master ownership while cre
 confidence: likely
 source: "AInvest analysis of Taylor Swift catalog re-recordings (2025-05-01); WIPO recognition of Swift trademark strategy"
 created: 2026-03-11
+supports:
+  - "Taylor Swift"
+reweave_edges:
+  - "Taylor Swift|supports|2026-04-04"
 ---
 
 # Re-recordings as IP reclamation mechanism refresh legacy catalog control and stimulate streaming rebuy
diff --git a/domains/entertainment/substantive-analysis-of-named-accounts-in-long-form-articles-converts-synthesis-into-distribution-through-reciprocal-engagement.md b/domains/entertainment/substantive-analysis-of-named-accounts-in-long-form-articles-converts-synthesis-into-distribution-through-reciprocal-engagement.md
index 0c1a186f..413a23f7 100644
--- a/domains/entertainment/substantive-analysis-of-named-accounts-in-long-form-articles-converts-synthesis-into-distribution-through-reciprocal-engagement.md
+++ b/domains/entertainment/substantive-analysis-of-named-accounts-in-long-form-articles-converts-synthesis-into-distribution-through-reciprocal-engagement.md
@@ -5,6 +5,10 @@ description: "Tagging 7-12 substantively analyzed accounts per long-form article
 confidence: experimental
 source: "Clay, from arscontexta × molt_cornelius case study (Phase 3 field reports)"
 created: 2026-03-28
+related:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats"
+reweave_edges:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats|related|2026-04-04"
 ---
 
 # Substantive analysis of named accounts in long-form articles converts synthesis into distribution through reciprocal engagement
diff --git a/domains/entertainment/the TV industry needs diversified small bets like venture capital not concentrated large bets because power law returns dominate.md b/domains/entertainment/the TV industry needs diversified small bets like venture capital not concentrated large bets because power law returns dominate.md
index fd3143a1..845b7231 100644
--- a/domains/entertainment/the TV industry needs diversified small bets like venture capital not concentrated large bets because power law returns dominate.md	
+++ b/domains/entertainment/the TV industry needs diversified small bets like venture capital not concentrated large bets because power law returns dominate.md	
@@ -7,8 +7,10 @@ source: "Doug Shapiro, 'You Can't Just Make the Hits', The Mediator (Substack)"
 created: 2026-03-01
 related:
   - "cost plus deals shifted economic risk from talent to streamers while misaligning creative incentives"
+  - "studio consolidation shrinks the cultural collective brain while creator economy expansion grows it predicting accelerating innovation asymmetry"
 reweave_edges:
   - "cost plus deals shifted economic risk from talent to streamers while misaligning creative incentives|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"
 ---
 
 # the TV industry needs diversified small bets like venture capital not concentrated large bets because power law returns dominate
diff --git a/domains/entertainment/traditional media buyers now seek content with pre-existing community engagement data as risk mitigation.md b/domains/entertainment/traditional media buyers now seek content with pre-existing community engagement data as risk mitigation.md
index 65121768..5b69e643 100644
--- a/domains/entertainment/traditional media buyers now seek content with pre-existing community engagement data as risk mitigation.md	
+++ b/domains/entertainment/traditional media buyers now seek content with pre-existing community engagement data as risk mitigation.md	
@@ -7,9 +7,11 @@ source: "Clay, from Variety exclusive on Mediawan Kids & Family / Claynosaurz an
 created: 2026-03-06
 supports:
   - "Claynosaurz"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing"
 reweave_edges:
   - "Claynosaurz|supports|2026-04-04"
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms|related|2026-04-04"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing|supports|2026-04-04"
 related:
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms"
 ---
diff --git a/domains/entertainment/transparent-AI-authorship-with-epistemic-vulnerability-can-build-audience-trust-in-analytical-content-where-obscured-AI-involvement-cannot.md b/domains/entertainment/transparent-AI-authorship-with-epistemic-vulnerability-can-build-audience-trust-in-analytical-content-where-obscured-AI-involvement-cannot.md
index 40812d8b..b0fb81d6 100644
--- a/domains/entertainment/transparent-AI-authorship-with-epistemic-vulnerability-can-build-audience-trust-in-analytical-content-where-obscured-AI-involvement-cannot.md
+++ b/domains/entertainment/transparent-AI-authorship-with-epistemic-vulnerability-can-build-audience-trust-in-analytical-content-where-obscured-AI-involvement-cannot.md
@@ -6,6 +6,12 @@ confidence: experimental
 source: "Clay, from arscontexta × molt_cornelius case study (888K article views in 47 days as openly AI account)"
 created: 2026-03-28
 depends_on: ["human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant", "GenAI adoption in entertainment will be gated by consumer acceptance not technology capability"]
+related:
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement"
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural"
+reweave_edges:
+  - "substantive analysis of named accounts in long form articles converts synthesis into distribution through reciprocal engagement|related|2026-04-04"
+  - "transparent AI content succeeds through metaphor reframing not quality improvement because changing the frame changes which conclusions feel natural|related|2026-04-04"
 ---
 
 # Transparent AI authorship with epistemic vulnerability can build audience trust in analytical content where obscured AI involvement cannot
diff --git a/domains/entertainment/vertical-content-applying-a-universal-methodology-to-specific-audiences-creates-N-separate-distribution-channels-from-a-single-product.md b/domains/entertainment/vertical-content-applying-a-universal-methodology-to-specific-audiences-creates-N-separate-distribution-channels-from-a-single-product.md
index a33ad842..c237b6bd 100644
--- a/domains/entertainment/vertical-content-applying-a-universal-methodology-to-specific-audiences-creates-N-separate-distribution-channels-from-a-single-product.md
+++ b/domains/entertainment/vertical-content-applying-a-universal-methodology-to-specific-audiences-creates-N-separate-distribution-channels-from-a-single-product.md
@@ -5,6 +5,10 @@ description: "Each vertical guide targeting a professional community (traders, c
 confidence: likely
 source: "Clay, from arscontexta × molt_cornelius case study and vertical guide corpus (2026-02-16 through 2026-03-21)"
 created: 2026-03-28
+related:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats"
+reweave_edges:
+  - "daily content cadence with diminishing returns triggered format pivots compounds attention more effectively than static formats|related|2026-04-04"
 ---
 
 # Vertical content applying a universal methodology to specific audiences creates N separate distribution channels from a single product
diff --git a/domains/internet-finance/permissionless-community-expansion-reduces-market-entry-costs-100x-through-incentivized-circles-versus-local-teams.md b/domains/internet-finance/permissionless-community-expansion-reduces-market-entry-costs-100x-through-incentivized-circles-versus-local-teams.md
index 07ad1fc6..6cf11659 100644
--- a/domains/internet-finance/permissionless-community-expansion-reduces-market-entry-costs-100x-through-incentivized-circles-versus-local-teams.md
+++ b/domains/internet-finance/permissionless-community-expansion-reduces-market-entry-costs-100x-through-incentivized-circles-versus-local-teams.md
@@ -11,6 +11,10 @@ attribution:
   sourcer:
     - handle: "thedonkey"
       context: "@Thedonkey (P2P.me founder), operational data from Brazil/Argentina/Venezuela/Mexico launches"
+supports:
+  - "Permissionless operator networks scale geographic expansion quadratically by removing human bottlenecks from market entry"
+reweave_edges:
+  - "Permissionless operator networks scale geographic expansion quadratically by removing human bottlenecks from market entry|supports|2026-04-04"
 ---
 
 # Permissionless community expansion reduces market entry costs by 100x (from $40K to $400) by replacing local teams with incentivized community circles compensated at 0.2% of volume
diff --git a/domains/internet-finance/permissionless-geographic-expansion-achieves-100x-cost-reduction-through-community-leader-revenue-share-replacing-local-teams.md b/domains/internet-finance/permissionless-geographic-expansion-achieves-100x-cost-reduction-through-community-leader-revenue-share-replacing-local-teams.md
index ede8a6c6..d7a4f897 100644
--- a/domains/internet-finance/permissionless-geographic-expansion-achieves-100x-cost-reduction-through-community-leader-revenue-share-replacing-local-teams.md
+++ b/domains/internet-finance/permissionless-geographic-expansion-achieves-100x-cost-reduction-through-community-leader-revenue-share-replacing-local-teams.md
@@ -11,6 +11,10 @@ attribution:
   sourcer:
     - handle: "thedonkey"
       context: "@Thedonkey, P2P.me expansion data across Brazil, Argentina, Venezuela, Mexico"
+supports:
+  - "Permissionless operator networks scale geographic expansion quadratically by removing human bottlenecks from market entry"
+reweave_edges:
+  - "Permissionless operator networks scale geographic expansion quadratically by removing human bottlenecks from market entry|supports|2026-04-04"
 ---
 
 # Permissionless geographic expansion achieves 100x cost reduction through community leader revenue share replacing local teams
diff --git a/entities/entertainment/claynosaurz.md b/entities/entertainment/claynosaurz.md
index bf1311b2..1d3584b2 100644
--- a/entities/entertainment/claynosaurz.md
+++ b/entities/entertainment/claynosaurz.md
@@ -14,8 +14,10 @@ tracked_by: clay
 created: 2026-03-11
 supports:
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing"
 reweave_edges:
   - "community co creation in animation production includes storyboard sharing script collaboration and collectible integration as specific mechanisms|supports|2026-04-04"
+  - "youtube first distribution for major studio coproductions signals platform primacy over traditional broadcast windowing|supports|2026-04-04"
 ---
 
 # Claynosaurz
diff --git a/foundations/collective-intelligence/active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md b/foundations/collective-intelligence/active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md
index 5b01231c..fac0eff2 100644
--- a/foundations/collective-intelligence/active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md	
+++ b/foundations/collective-intelligence/active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md	
@@ -11,8 +11,10 @@ challenged_by:
   - "knowledge between notes is generated by traversal not stored in any individual note because curated link paths produce emergent understanding that embedding similarity cannot replicate"
 related:
   - "AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses"
 reweave_edges:
   - "AI shifts knowledge systems from externalizing memory to externalizing attention because storage and retrieval are solved but the capacity to notice what matters remains scarce|related|2026-04-03"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses|related|2026-04-04"
 ---
 
 # Active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory
diff --git a/foundations/collective-intelligence/coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent.md b/foundations/collective-intelligence/coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent.md
index 8e22d1b3..ab1b17c1 100644
--- a/foundations/collective-intelligence/coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent.md	
+++ b/foundations/collective-intelligence/coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent.md	
@@ -5,6 +5,10 @@ description: "Game theory's core insight applied to coordination design: rationa
 confidence: proven
 source: "Nash (1950); Axelrod, The Evolution of Cooperation (1984); Ostrom, Governing the Commons (1990)"
 created: 2026-03-07
+supports:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile"
+reweave_edges:
+  - "multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile|supports|2026-04-04"
 ---
 
 # coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent
diff --git a/foundations/collective-intelligence/reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally.md b/foundations/collective-intelligence/reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally.md
index c7994d69..ea87140e 100644
--- a/foundations/collective-intelligence/reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally.md	
+++ b/foundations/collective-intelligence/reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally.md	
@@ -9,6 +9,12 @@ depends_on:
   - "active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory"
 challenged_by:
   - "anchor calcification occurs when cognitive anchors that initially stabilize attention become resistant to updating because the stability they provide suppresses the discomfort signal that would trigger revision"
+related:
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses"
+reweave_edges:
+  - "AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred|related|2026-04-04"
+  - "friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses|related|2026-04-04"
 ---
 
 # Reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally