reweave: merge 16 files via frontmatter union [auto]

domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md

@@ -20,12 +20,10 @@ related:
 - evaluation-awareness-concentrates-in-earlier-model-layers-making-output-level-interventions-insufficient
 - behavioral-evaluation-is-structurally-insufficient-for-latent-alignment-verification-under-evaluation-awareness-due-to-normative-indistinguishability
 - current-frontier-models-lack-scheming-capabilities-for-real-world-harm
-- Santos-Grueiro's theorem converts the hardware TEE monitoring argument from empirical case to categorical necessity by proving no behavioral testing approach escapes identifiability failure
 reweave_edges:
 - Capabilities training alone grows evaluation-awareness from 2% to 20.6% establishing situational awareness as an emergent capability property|related|2026-04-17
 - Component task benchmarks overestimate operational capability because simulated environments remove real-world friction that prevents end-to-end execution|related|2026-04-17
 - Provider-level behavioral biases persist across model versions because they are embedded in training infrastructure rather than model-specific features|related|2026-04-17
-- Santos-Grueiro's theorem converts the hardware TEE monitoring argument from empirical case to categorical necessity by proving no behavioral testing approach escapes identifiability failure|related|2026-04-28
 supports:
 - Behavioral evaluation is structurally insufficient for latent alignment verification under evaluation awareness because normative indistinguishability creates an identifiability problem not a measurement problem
 - Current deception safety evaluation datasets vary from 37 to 100 percent in model detectability, rendering highly detectable evaluations uninformative about deployment behavior

domains/entertainment/blank-canvas-ip-achieves-billion-dollar-scale-through-licensing-to-established-franchises-not-original-narrative.md

@@ -10,8 +10,12 @@ 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:
@@ -27,4 +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.

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

@@ -7,10 +7,10 @@ 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:
@@ -69,4 +69,4 @@ Relevant Notes:
 
 Topics:
 - [[web3 entertainment and creator economy]]
-- entertainment
+- entertainment

domains/entertainment/studio-consolidation-shrinks-the-cultural-collective-brain-while-creator-economy-expansion-grows-it-predicting-accelerating-innovation-asymmetry.md

@@ -7,8 +7,8 @@ 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:
@@ -50,4 +50,4 @@ Relevant Notes:
 
 Topics:
 - domains/entertainment/_map
-- foundations/cultural-dynamics/_map
+- foundations/cultural-dynamics/_map

domains/internet-finance/dodd-frank-textual-argument-strongest-state-resistance-theory.md

@@ -10,8 +10,18 @@ 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:
@@ -20,4 +30,4 @@ reweave_edges:
 
 # 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.

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

@@ -84,4 +84,4 @@ Relevant Notes:
 Topics:
 - [[maps/livingip overview]]
 - [[maps/coordination mechanisms]]
-- [[domains/internet-finance/_map]]
+- [[domains/internet-finance/_map]]