reweave: connect 10 orphan claims via vector similarity
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Teleo Agents
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@ -9,6 +9,9 @@ challenges:
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- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation
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reweave_edges:
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- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation|challenges|2026-04-19
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- confidential computing reshapes defi mechanism design|related|2026-04-28
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related:
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- confidential computing reshapes defi mechanism design
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---
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# futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires
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@ -8,8 +8,10 @@ source: "Massenkoff & McCrory 2026, Current Population Survey analysis post-Chat
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created: 2026-03-08
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related:
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- Does AI substitute for human labor or complement it — and at what phase does the pattern shift?
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- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
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reweave_edges:
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- Does AI substitute for human labor or complement it — and at what phase does the pattern shift?|related|2026-04-17
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- 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
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sourced_from:
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- inbox/archive/ai-alignment/2026-03-05-anthropic-labor-market-impacts.md
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---
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@ -9,10 +9,12 @@ created: 2026-03-16
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related:
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- 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
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- 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
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- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
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reweave_edges:
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- 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
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- 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
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- 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
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- 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
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sourced_from:
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- inbox/archive/ai-alignment/2026-03-16-theseus-ai-industry-landscape-briefing.md
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supports:
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@ -9,8 +9,10 @@ created: 2026-03-08
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related:
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- profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one
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- divergence-ai-labor-displacement-substitution-vs-complementarity
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- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
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reweave_edges:
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- 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
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- 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
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sourced_from:
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- inbox/archive/ai-alignment/2026-03-05-anthropic-labor-market-impacts.md
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---
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@ -20,10 +20,12 @@ related:
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- evaluation-awareness-concentrates-in-earlier-model-layers-making-output-level-interventions-insufficient
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- behavioral-evaluation-is-structurally-insufficient-for-latent-alignment-verification-under-evaluation-awareness-due-to-normative-indistinguishability
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- current-frontier-models-lack-scheming-capabilities-for-real-world-harm
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- 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
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reweave_edges:
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- Capabilities training alone grows evaluation-awareness from 2% to 20.6% establishing situational awareness as an emergent capability property|related|2026-04-17
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- Component task benchmarks overestimate operational capability because simulated environments remove real-world friction that prevents end-to-end execution|related|2026-04-17
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- Provider-level behavioral biases persist across model versions because they are embedded in training infrastructure rather than model-specific features|related|2026-04-17
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- 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
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supports:
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- Behavioral evaluation is structurally insufficient for latent alignment verification under evaluation awareness because normative indistinguishability creates an identifiability problem not a measurement problem
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- Current deception safety evaluation datasets vary from 37 to 100 percent in model detectability, rendering highly detectable evaluations uninformative about deployment behavior
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@ -15,6 +15,9 @@ supports:
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- 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
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reweave_edges:
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- 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
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- 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
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related:
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- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
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---
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# 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
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@ -10,11 +10,13 @@ related:
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- AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation
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- AI production cost decline of 60% annually makes feature-film quality accessible at consumer price points by 2029
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- ip-rights-management-becomes-dominant-cost-in-content-production-as-technical-costs-approach-zero
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- Paramount Skydance (PSKY)
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reweave_edges:
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- non-ATL production costs will converge with the cost of compute as AI replaces labor across the production chain|related|2026-04-04
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- AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation|related|2026-04-17
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- AI production cost decline of 60% annually makes feature-film quality accessible at consumer price points by 2029|related|2026-04-17
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- ip-rights-management-becomes-dominant-cost-in-content-production-as-technical-costs-approach-zero|related|2026-04-17
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- Paramount Skydance (PSKY)|related|2026-04-28
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sourced_from:
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- inbox/archive/general/shapiro-hollywood-talent-embrace-ai.md
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---
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@ -12,6 +12,10 @@ scope: causal
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sourcer: Variety/Jazwares
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challenges: ["community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics"]
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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"]
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supports:
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- Narrative development attempts fail when commercial scale precedes narrative investment because business model lock-in removes incentive to take creative risk
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reweave_edges:
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- 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
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---
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# Blank canvas IPs achieve billion-dollar scale through licensing to established franchises rather than building original narrative
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@ -13,6 +13,10 @@ challenged_by:
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- "challenge-three-body-oligopoly-understates-original-ip-viability-in-prestige-adaptation-category"
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sourced_from:
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- inbox/archive/2026-04-01-clay-paramount-skydance-wbd-merger-research.md
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supports:
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- Paramount Skydance (PSKY)
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reweave_edges:
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- Paramount Skydance (PSKY)|supports|2026-04-28
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---
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# Legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures
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@ -9,6 +9,10 @@ created: 2026-04-03
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depends_on:
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- "creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them"
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- "legacy media is consolidating into three surviving entities because the Warner-Paramount merger eliminates the fourth independent major and forecloses alternative industry structures"
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related:
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- 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
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reweave_edges:
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- 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
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---
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# Studio consolidation shrinks the cultural collective brain while creator economy expansion grows it, predicting accelerating innovation asymmetry
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@ -14,6 +14,9 @@ supports:
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- GLP-1 long-term persistence remains structurally limited at 14 percent by year two despite year-one improvements
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reweave_edges:
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- GLP-1 long-term persistence remains structurally limited at 14 percent by year two despite year-one improvements|supports|2026-04-09
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- 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
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related:
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- Endocrinologists and obesity specialists achieve higher GLP-1 12-week completion rates than primary care providers supporting specialized obesity medicine infrastructure investment
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---
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# GLP-1 year-one persistence for obesity nearly doubled from 2021 to 2024 driven by supply normalization and improved patient management
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@ -21,10 +21,12 @@ related:
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- prediction-markets-face-political-sustainability-risk-from-gambling-perception-despite-legal-defensibility
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- bipartisan-prediction-market-legislation-threatens-cftc-preemption-through-congressional-redefinition
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- dcm-field-preemption-protects-all-contracts-on-registered-platforms-regardless-of-type
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- Tribal gaming IGRA exclusivity creates federal prediction market enforcement pathway independent of Dodd-Frank preemption
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supports:
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- Bipartisan state AG coalition of 38 jurisdictions signals near-consensus government opposition to CFTC prediction market preemption through federalism arguments that transcend partisan alignment
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reweave_edges:
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- 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
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- Tribal gaming IGRA exclusivity creates federal prediction market enforcement pathway independent of Dodd-Frank preemption|related|2026-04-28
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---
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# Bipartisan Senate legislation to reclassify prediction market sports contracts as gambling threatens CFTC preemption through Congressional redefinition rather than judicial interpretation
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@ -12,6 +12,10 @@ scope: structural
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sourcer: Multi-State Attorney General Coalition
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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"]
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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"]
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supports:
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- 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
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reweave_edges:
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- 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
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---
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# 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
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@ -15,11 +15,13 @@ related:
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- solana-defi-will-overtake-hyperliquid-within-two-years-through-composability-advantage-compounding
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- "Solomon: Futardio ICO Launch"
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- "Solomon: DP-00002 — SOLO Acquisition and Restricted Incentives Reserve"
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- confidential computing reshapes defi mechanism design
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reweave_edges:
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- solana-defi-will-overtake-hyperliquid-within-two-years-through-composability-advantage-compounding|related|2026-04-19
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- "Solomon: Futardio ICO Launch|related|2026-04-19"
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- "Solomon: DP-00002 — SOLO Acquisition and Restricted Incentives Reserve|related|2026-04-19"
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- "Solomon: DP-00001 — Treasury Subcommittee and Legal Budget|supports|2026-04-19"
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- confidential computing reshapes defi mechanism design|related|2026-04-28
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sourced_from:
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- inbox/archive/internet-finance/2026-03-05-metadaoproject-treasury-subcommittee.md
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- inbox/archive/internet-finance/2026-03-05-solomon-dp-00001-treasury-subcommittee-full.md
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@ -9,9 +9,11 @@ challenges:
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- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation
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related:
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- the SECs treatment of staking rewards as service payments establishes that mechanical participation in network consensus is not an investment contract
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- confidential computing reshapes defi mechanism design
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reweave_edges:
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- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation|challenges|2026-04-19
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- 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
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- confidential computing reshapes defi mechanism design|related|2026-04-28
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---
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# futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires
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@ -7,8 +7,10 @@ source: "Citadel Securities (Frank Flight) via Fortune, Feb 2026; Engels' Pause
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created: 2026-03-08
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related:
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- technological diffusion follows S-curves not exponentials because physical constraints on compute expansion create diminishing marginal returns that plateau adoption before full labor substitution
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- AI displacement of cognitive workers creates a second wave of deaths of despair that extends the manufacturing displacement mechanism to professional classes
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reweave_edges:
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- 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
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- 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
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sourced_from:
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- inbox/archive/internet-finance/2026-02-26-citadel-securities-contra-citrini-rebuttal.md
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---
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@ -13,6 +13,9 @@ related:
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- the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it
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- collective intelligence is a measurable property of group interaction structure not aggregated individual ability
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- 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
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- capability commoditization at the model layer does not break asymmetric concentration because economic leverage lives in infrastructure not in consumer services
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reweave_edges:
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- 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
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---
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# AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era
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