diff --git a/core/living-capital/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md b/core/living-capital/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md
index 31be03c9c..3967c1e2f 100644
--- a/core/living-capital/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md	
+++ b/core/living-capital/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md	
@@ -9,6 +9,9 @@ challenges:
 - permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation
 reweave_edges:
 - permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation|challenges|2026-04-19
+- confidential computing reshapes defi mechanism design|related|2026-04-28
+related:
+- confidential computing reshapes defi mechanism design
 ---
 
 # futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires
diff --git a/domains/ai-alignment/AI displacement hits young workers first because a 14 percent drop in job-finding rates for 22-25 year olds in exposed occupations is the leading indicator that incumbents organizational inertia temporarily masks.md b/domains/ai-alignment/AI displacement hits young workers first because a 14 percent drop in job-finding rates for 22-25 year olds in exposed occupations is the leading indicator that incumbents organizational inertia temporarily masks.md
index 84f5888f7..2b86a9ad6 100644
--- a/domains/ai-alignment/AI displacement hits young workers first because a 14 percent drop in job-finding rates for 22-25 year olds in exposed occupations is the leading indicator that incumbents organizational inertia temporarily masks.md	
+++ b/domains/ai-alignment/AI displacement hits young workers first because a 14 percent drop in job-finding rates for 22-25 year olds in exposed occupations is the leading indicator that incumbents organizational inertia temporarily masks.md	
@@ -8,8 +8,10 @@ source: "Massenkoff & McCrory 2026, Current Population Survey analysis post-Chat
 created: 2026-03-08
 related:
 - Does AI substitute for human labor or complement it — and at what phase does the pattern shift?
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
 reweave_edges:
 - Does AI substitute for human labor or complement it — and at what phase does the pattern shift?|related|2026-04-17
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes|related|2026-04-28
 sourced_from:
 - inbox/archive/ai-alignment/2026-03-05-anthropic-labor-market-impacts.md
 ---
diff --git a/domains/ai-alignment/AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for.md b/domains/ai-alignment/AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for.md
index cbf8f9bc2..324f91e6b 100644
--- a/domains/ai-alignment/AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for.md	
+++ b/domains/ai-alignment/AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for.md	
@@ -9,10 +9,12 @@ created: 2026-03-16
 related:
 - whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance
 - Geopolitical competition over algorithmic narrative control confirms narrative distribution infrastructure has civilizational strategic value because states compete for algorithm ownership when narrative remains the active ingredient
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
 reweave_edges:
 - whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance|related|2026-04-07
 - Geopolitical competition over algorithmic narrative control confirms narrative distribution infrastructure has civilizational strategic value because states compete for algorithm ownership when narrative remains the active ingredient|related|2026-04-26
 - AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era|supports|2026-04-27
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services|related|2026-04-28
 sourced_from:
 - inbox/archive/ai-alignment/2026-03-16-theseus-ai-industry-landscape-briefing.md
 supports:
diff --git a/domains/ai-alignment/AI-exposed workers are disproportionately female high-earning and highly educated which inverts historical automation patterns and creates different political and economic displacement dynamics.md b/domains/ai-alignment/AI-exposed workers are disproportionately female high-earning and highly educated which inverts historical automation patterns and creates different political and economic displacement dynamics.md
index 2c748e1cc..726ef5e6d 100644
--- a/domains/ai-alignment/AI-exposed workers are disproportionately female high-earning and highly educated which inverts historical automation patterns and creates different political and economic displacement dynamics.md	
+++ b/domains/ai-alignment/AI-exposed workers are disproportionately female high-earning and highly educated which inverts historical automation patterns and creates different political and economic displacement dynamics.md	
@@ -9,8 +9,10 @@ created: 2026-03-08
 related:
 - profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one
 - divergence-ai-labor-displacement-substitution-vs-complementarity
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
 reweave_edges:
 - profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one|related|2026-04-19
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes|related|2026-04-28
 sourced_from:
 - inbox/archive/ai-alignment/2026-03-05-anthropic-labor-market-impacts.md
 ---
diff --git a/domains/ai-alignment/whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance.md b/domains/ai-alignment/whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance.md
index c9eb2f6b6..84b51d587 100644
--- a/domains/ai-alignment/whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance.md	
+++ b/domains/ai-alignment/whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance.md	
@@ -15,6 +15,9 @@ supports:
 - open source local first personal AI agents create a viable alternative to platform controlled AI but only if they solve user owned persistent memory infrastructure
 reweave_edges:
 - open source local first personal AI agents create a viable alternative to platform controlled AI but only if they solve user owned persistent memory infrastructure|supports|2026-04-26
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services|related|2026-04-28
+related:
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
 ---
 
 # Whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance
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 f6760c310..c5e10aa98 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	
@@ -10,11 +10,13 @@ related:
 - AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation
 - AI production cost decline of 60% annually makes feature-film quality accessible at consumer price points by 2029
 - ip-rights-management-becomes-dominant-cost-in-content-production-as-technical-costs-approach-zero
+- Paramount Skydance (PSKY)
 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
 - AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation|related|2026-04-17
 - AI production cost decline of 60% annually makes feature-film quality accessible at consumer price points by 2029|related|2026-04-17
 - ip-rights-management-becomes-dominant-cost-in-content-production-as-technical-costs-approach-zero|related|2026-04-17
+- Paramount Skydance (PSKY)|related|2026-04-28
 sourced_from:
 - inbox/archive/general/shapiro-hollywood-talent-embrace-ai.md
 ---
diff --git a/domains/entertainment/blank-canvas-ip-achieves-billion-dollar-scale-through-licensing-to-established-franchises-not-original-narrative.md b/domains/entertainment/blank-canvas-ip-achieves-billion-dollar-scale-through-licensing-to-established-franchises-not-original-narrative.md
index d33b50082..cd88543f1 100644
--- a/domains/entertainment/blank-canvas-ip-achieves-billion-dollar-scale-through-licensing-to-established-franchises-not-original-narrative.md
+++ b/domains/entertainment/blank-canvas-ip-achieves-billion-dollar-scale-through-licensing-to-established-franchises-not-original-narrative.md
@@ -10,8 +10,16 @@ agent: clay
 sourced_from: entertainment/2026-04-24-variety-squishmallows-blank-canvas-licensing-strategy.md
 scope: causal
 sourcer: Variety/Jazwares
-challenges: ["community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics"]
-related: ["blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection", "minimum-viable-narrative-achieves-50m-revenue-scale-through-character-design-and-distribution-without-story-depth", "distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection"]
+challenges:
+- community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics
+related:
+- blank-narrative-vessel-achieves-commercial-scale-through-fan-emotional-projection
+- minimum-viable-narrative-achieves-50m-revenue-scale-through-character-design-and-distribution-without-story-depth
+- distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection
+supports:
+- Narrative development attempts fail when commercial scale precedes narrative investment because business model lock-in removes incentive to take creative risk
+reweave_edges:
+- Narrative development attempts fail when commercial scale precedes narrative investment because business model lock-in removes incentive to take creative risk|supports|2026-04-28
 ---
 
 # Blank canvas IPs achieve billion-dollar scale through licensing to established franchises rather than building original narrative
@@ -23,4 +31,4 @@ Squishmallows signed with CAA in 2021 explicitly for 'film, TV, gaming, publishi
 
 **Source:** Animation Magazine / DreamWorks announcement, 2025-2026
 
-Pudgy Penguins pursued dual narrative strategy: original content (Lil Pudgys series with TheSoul) AND licensing to established franchise (DreamWorks Kung Fu Panda collaboration, October 2025). This suggests blank canvas IP can simultaneously build original narrative while borrowing established narrative equity.
+Pudgy Penguins pursued dual narrative strategy: original content (Lil Pudgys series with TheSoul) AND licensing to established franchise (DreamWorks Kung Fu Panda collaboration, October 2025). This suggests blank canvas IP can simultaneously build original narrative while borrowing established narrative equity.
\ No newline at end of file
diff --git a/domains/entertainment/legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures.md b/domains/entertainment/legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures.md
index 9f9bf5b91..bf4a386fb 100644
--- a/domains/entertainment/legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures.md	
+++ b/domains/entertainment/legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures.md	
@@ -7,12 +7,16 @@ confidence: likely
 source: "Clay — multi-source synthesis of Paramount/Skydance acquisition and WBD merger (2024-2026)"
 created: 2026-04-01
 depends_on:
-  - "media disruption follows two sequential phases as distribution moats fall first and creation moats fall second"
-  - "streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user"
+- media disruption follows two sequential phases as distribution moats fall first and creation moats fall second
+- streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user
 challenged_by:
-  - "challenge-three-body-oligopoly-understates-original-ip-viability-in-prestige-adaptation-category"
+- challenge-three-body-oligopoly-understates-original-ip-viability-in-prestige-adaptation-category
 sourced_from:
 - inbox/archive/2026-04-01-clay-paramount-skydance-wbd-merger-research.md
+supports:
+- Paramount Skydance (PSKY)
+reweave_edges:
+- Paramount Skydance (PSKY)|supports|2026-04-28
 ---
 
 # Legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures
@@ -65,4 +69,4 @@ Relevant Notes:
 
 Topics:
 - [[web3 entertainment and creator economy]]
-- entertainment
+- entertainment
\ No newline at end of file
diff --git a/domains/entertainment/studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry.md b/domains/entertainment/studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry.md
index 4e83a5bc1..80145b074 100644
--- a/domains/entertainment/studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry.md
+++ b/domains/entertainment/studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry.md
@@ -7,8 +7,12 @@ confidence: experimental
 source: "Clay — synthesis of Henrich's collective brain theory (2015) with creator/corporate zero-sum dynamics and consolidation data"
 created: 2026-04-03
 depends_on:
-  - "creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them"
-  - "legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures"
+- creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them
+- legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures
+related:
+- Individual creator model bifurcates into winner-take-most economics at the top and below-living-wage at the median, while community IP brand models avoid individual burnout by distributing creative work across communities
+reweave_edges:
+- Individual creator model bifurcates into winner-take-most economics at the top and below-living-wage at the median, while community IP brand models avoid individual burnout by distributing creative work across communities|related|2026-04-28
 ---
 
 # Studio consolidation shrinks the cultural collective brain while creator economy expansion grows it, predicting accelerating innovation asymmetry
@@ -46,4 +50,4 @@ Relevant Notes:
 
 Topics:
 - domains/entertainment/_map
-- foundations/cultural-dynamics/_map
+- foundations/cultural-dynamics/_map
\ No newline at end of file
diff --git a/domains/health/glp1-year-one-persistence-doubled-2021-2024-supply-normalization.md b/domains/health/glp1-year-one-persistence-doubled-2021-2024-supply-normalization.md
index a62758c53..a9a6d57a6 100644
--- a/domains/health/glp1-year-one-persistence-doubled-2021-2024-supply-normalization.md
+++ b/domains/health/glp1-year-one-persistence-doubled-2021-2024-supply-normalization.md
@@ -14,6 +14,9 @@ supports:
 - GLP-1 long-term persistence remains structurally limited at 14 percent by year two despite year-one improvements
 reweave_edges:
 - GLP-1 long-term persistence remains structurally limited at 14 percent by year two despite year-one improvements|supports|2026-04-09
+- Endocrinologists and obesity specialists achieve higher GLP-1 12-week completion rates than primary care providers supporting specialized obesity medicine infrastructure investment|related|2026-04-28
+related:
+- Endocrinologists and obesity specialists achieve higher GLP-1 12-week completion rates than primary care providers supporting specialized obesity medicine infrastructure investment
 ---
 
 # GLP-1 year-one persistence for obesity nearly doubled from 2021 to 2024 driven by supply normalization and improved patient management
diff --git a/domains/internet-finance/bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition.md b/domains/internet-finance/bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition.md
index b84d8ca75..4976fc1a2 100644
--- a/domains/internet-finance/bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition.md
+++ b/domains/internet-finance/bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition.md
@@ -21,10 +21,12 @@ related:
 - prediction-markets-face-political-sustainability-risk-from-gambling-perception-despite-legal-defensibility
 - bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition
 - dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type
+- Tribal gaming IGRA exclusivity creates federal prediction market enforcement pathway independent of Dodd-Frank preemption
 supports:
 - Bipartisan state AG coalition of 38 jurisdictions signals near-consensus government opposition to CFTC prediction market preemption through federalism arguments that transcend partisan alignment
 reweave_edges:
 - Bipartisan state AG coalition of 38 jurisdictions signals near-consensus government opposition to CFTC prediction market preemption through federalism arguments that transcend partisan alignment|supports|2026-04-27
+- Tribal gaming IGRA exclusivity creates federal prediction market enforcement pathway independent of Dodd-Frank preemption|related|2026-04-28
 ---
 
 # Bipartisan Senate legislation to reclassify prediction market sports contracts as gambling threatens CFTC preemption through Congressional redefinition rather than judicial interpretation
diff --git a/domains/internet-finance/dodd-frank-textual-argument-strongest-state-resistance-theory.md b/domains/internet-finance/dodd-frank-textual-argument-strongest-state-resistance-theory.md
index 51ef5d3ae..9bddf0e45 100644
--- a/domains/internet-finance/dodd-frank-textual-argument-strongest-state-resistance-theory.md
+++ b/domains/internet-finance/dodd-frank-textual-argument-strongest-state-resistance-theory.md
@@ -10,10 +10,24 @@ agent: rio
 sourced_from: internet-finance/2026-04-24-38ag-massachusetts-sjc-bipartisan-amicus-cftc-preemption.md
 scope: structural
 sourcer: Multi-State Attorney General Coalition
-challenges: ["cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets", "third-circuit-ruling-creates-first-federal-appellate-precedent-for-cftc-preemption-of-state-gambling-laws"]
-related: ["cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets", "rule-40-11-paradox-creates-theory-level-circuit-split-on-cftc-preemption", "third-circuit-ruling-creates-first-federal-appellate-precedent-for-cftc-preemption-of-state-gambling-laws", "bipartisan-state-ag-coalition-signals-near-consensus-opposition-to-cftc-prediction-market-preemption", "dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type", "cftc-state-supreme-court-amicus-signals-multi-jurisdictional-defense-strategy", "cftc-gaming-classification-silence-signals-rule-40-11-structural-contradiction", "prediction-markets-face-political-sustainability-risk-from-gambling-perception-despite-legal-defensibility"]
+challenges:
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+- third-circuit-ruling-creates-first-federal-appellate-precedent-for-cftc-preemption-of-state-gambling-laws
+related:
+- cftc-licensed-dcm-preemption-protects-centralized-prediction-markets-but-not-decentralized-governance-markets
+- rule-40-11-paradox-creates-theory-level-circuit-split-on-cftc-preemption
+- third-circuit-ruling-creates-first-federal-appellate-precedent-for-cftc-preemption-of-state-gambling-laws
+- bipartisan-state-ag-coalition-signals-near-consensus-opposition-to-cftc-prediction-market-preemption
+- dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type
+- cftc-state-supreme-court-amicus-signals-multi-jurisdictional-defense-strategy
+- cftc-gaming-classification-silence-signals-rule-40-11-structural-contradiction
+- prediction-markets-face-political-sustainability-risk-from-gambling-perception-despite-legal-defensibility
+supports:
+- 38-state bipartisan AG coalition opposing CFTC prediction market preemption signals that the state-federal conflict is a states' rights issue, not a partisan issue — making SCOTUS resolution less predictable even for a court that historically favors federal preemption
+reweave_edges:
+- 38-state bipartisan AG coalition opposing CFTC prediction market preemption signals that the state-federal conflict is a states' rights issue, not a partisan issue — making SCOTUS resolution less predictable even for a court that historically favors federal preemption|supports|2026-04-28
 ---
 
 # The Dodd-Frank textual argument (exclusive jurisdiction clause predates gambling-adjacent prediction markets) is the strongest legal theory for state resistance because it attacks the textual basis, not the policy wisdom, of CFTC preemption
 
-The 38 state AGs' core legal argument is that CFTC cannot claim exclusive preemption authority based on Dodd-Frank because the statute's exclusive jurisdiction clause 'does not even mention gambling at all.' They argue Dodd-Frank targeted 2008 financial crisis instruments (derivatives, swaps, systemic risk) — not sports gambling or prediction markets. This textual argument is stronger than policy-based challenges because it attacks the statutory foundation of CFTC's preemption claim rather than arguing CFTC is wrong on policy. Courts defer to agencies on policy questions (Chevron deference, though weakened) but not on questions of statutory authority. If the exclusive jurisdiction clause doesn't textually cover gambling-adjacent contracts, then CFTC's field preemption claim fails regardless of who controls the White House or CFTC. This is a structural legal argument, not a political one. The fact that 38 AGs across the political spectrum are making this argument signals they believe it has legal merit independent of partisan preferences. If this theory prevails, DCM-registered platforms lose their federal preemption shield permanently, not just during unfavorable administrations.
+The 38 state AGs' core legal argument is that CFTC cannot claim exclusive preemption authority based on Dodd-Frank because the statute's exclusive jurisdiction clause 'does not even mention gambling at all.' They argue Dodd-Frank targeted 2008 financial crisis instruments (derivatives, swaps, systemic risk) — not sports gambling or prediction markets. This textual argument is stronger than policy-based challenges because it attacks the statutory foundation of CFTC's preemption claim rather than arguing CFTC is wrong on policy. Courts defer to agencies on policy questions (Chevron deference, though weakened) but not on questions of statutory authority. If the exclusive jurisdiction clause doesn't textually cover gambling-adjacent contracts, then CFTC's field preemption claim fails regardless of who controls the White House or CFTC. This is a structural legal argument, not a political one. The fact that 38 AGs across the political spectrum are making this argument signals they believe it has legal merit independent of partisan preferences. If this theory prevails, DCM-registered platforms lose their federal preemption shield permanently, not just during unfavorable administrations.
\ No newline at end of file
diff --git a/domains/internet-finance/futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md b/domains/internet-finance/futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md
index 7a2c16d7c..65a5cc909 100644
--- a/domains/internet-finance/futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md	
+++ b/domains/internet-finance/futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md	
@@ -15,11 +15,13 @@ related:
 - solana-defi-will-overtake-hyperliquid-within-two-years-through-composability-advantage-compounding
 - "Solomon: Futardio ICO Launch"
 - "Solomon: DP-00002 — SOLO Acquisition and Restricted Incentives Reserve"
+- confidential computing reshapes defi mechanism design
 reweave_edges:
 - solana-defi-will-overtake-hyperliquid-within-two-years-through-composability-advantage-compounding|related|2026-04-19
 - "Solomon: Futardio ICO Launch|related|2026-04-19"
 - "Solomon: DP-00002 — SOLO Acquisition and Restricted Incentives Reserve|related|2026-04-19"
 - "Solomon: DP-00001 — Treasury Subcommittee and Legal Budget|supports|2026-04-19"
+- confidential computing reshapes defi mechanism design|related|2026-04-28
 sourced_from:
 - inbox/archive/internet-finance/2026-03-05-metadaoproject-treasury-subcommittee.md
 - inbox/archive/internet-finance/2026-03-05-solomon-dp-00001-treasury-subcommittee-full.md
diff --git a/domains/internet-finance/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md b/domains/internet-finance/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md
index d3467a186..a9596f961 100644
--- a/domains/internet-finance/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md	
+++ b/domains/internet-finance/futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires.md	
@@ -9,9 +9,11 @@ challenges:
 - permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation
 related:
 - the SECs treatment of staking rewards as service payments establishes that mechanical participation in network consensus is not an investment contract
+- confidential computing reshapes defi mechanism design
 reweave_edges:
 - permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation|challenges|2026-04-19
 - the SECs treatment of staking rewards as service payments establishes that mechanical participation in network consensus is not an investment contract|related|2026-04-19
+- confidential computing reshapes defi mechanism design|related|2026-04-28
 ---
 
 # futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires
diff --git a/domains/internet-finance/profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one.md b/domains/internet-finance/profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one.md
index cde69fbe2..f97516244 100644
--- a/domains/internet-finance/profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one.md	
+++ b/domains/internet-finance/profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one.md	
@@ -7,8 +7,10 @@ source: "Citadel Securities (Frank Flight) via Fortune, Feb 2026; Engels' Pause
 created: 2026-03-08
 related:
 - technological diffusion follows S-curves not exponentials because physical constraints on compute expansion create diminishing marginal returns that plateau adoption before full labor substitution
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
 reweave_edges:
 - technological diffusion follows S-curves not exponentials because physical constraints on compute expansion create diminishing marginal returns that plateau adoption before full labor substitution|related|2026-04-19
+- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes|related|2026-04-28
 sourced_from:
 - inbox/archive/internet-finance/2026-02-26-citadel-securities-contra-citrini-rebuttal.md
 ---
diff --git a/foundations/collective-intelligence/AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era.md b/foundations/collective-intelligence/AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era.md
index a45ea325e..c875c6adb 100644
--- a/foundations/collective-intelligence/AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era.md	
+++ b/foundations/collective-intelligence/AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era.md	
@@ -13,6 +13,9 @@ related:
 - the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it
 - collective intelligence is a measurable property of group interaction structure not aggregated individual ability
 - adversarial contribution produces higher-quality collective knowledge than collaborative contribution when wrong challenges have real cost evaluation is structurally separated from contribution and confirmation is rewarded alongside novelty
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
+reweave_edges:
+- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services|related|2026-04-28
 ---
 
 # AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era
@@ -81,4 +84,4 @@ Relevant Notes:
 Topics:
 - [[maps/livingip overview]]
 - [[maps/coordination mechanisms]]
-- [[domains/internet-finance/_map]]
+- [[domains/internet-finance/_map]]
\ No newline at end of file