reweave: connect 14 orphan claims via vector similarity

Threshold: 0.55, Haiku classification, 17 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>

domains/ai-alignment/legible-immediate-harm-enforces-governance-convergence-independent-of-competitive-incentives.md

@@ -20,10 +20,12 @@ related:
 - openai
 - frontier-ai-capability-national-security-criticality-prevents-government-from-enforcing-own-governance-instruments
 - cross-lab-alignment-evaluation-surfaces-safety-gaps-internal-evaluation-misses-providing-empirical-basis-for-mandatory-third-party-evaluation
+- Mythos restriction is commercially rational safety theater because reputational benefits and vendor relationships offset the cost of public access restriction
 supports:
 - Anthropic's restricted-access deployment of Claude Mythos Preview via Project Glasswing establishes a third deployment tier between general availability and non-deployment based on capability harm assessment
 reweave_edges:
 - Anthropic's restricted-access deployment of Claude Mythos Preview via Project Glasswing establishes a third deployment tier between general availability and non-deployment based on capability harm assessment|supports|2026-05-12
+- Mythos restriction is commercially rational safety theater because reputational benefits and vendor relationships offset the cost of public access restriction|related|2026-05-13
 ---
 
 # Legible immediate harm enforces governance convergence independent of competitive incentives because OpenAI implemented access restrictions on GPT-5.5 Cyber identical to Anthropic's Mythos restrictions within weeks of publicly criticizing Anthropic's approach

domains/ai-alignment/multi-agent coordination improves parallel task performance but degrades sequential reasoning because communication overhead fragments linear workflows.md

@@ -13,10 +13,12 @@ related:
 - multi-agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value
 - Multi-agent AI systems amplify provider-level biases through recursive reasoning when agents share the same training infrastructure
 - multi-agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems
 reweave_edges:
 - multi-agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value|related|2026-04-03
 - Multi-agent AI systems amplify provider-level biases through recursive reasoning when agents share the same training infrastructure|related|2026-04-17
 - multi-agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks|related|2026-04-19
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems|related|2026-05-13
 ---
 
 # Multi-agent coordination improves parallel task performance but degrades sequential reasoning because communication overhead fragments linear workflows

domains/ai-alignment/multi-model collaboration solved problems that single models could not because different AI architectures contribute complementary capabilities as the even-case solution to Knuths Hamiltonian decomposition required GPT and Claude working together.md

@@ -7,6 +7,10 @@ source: "Knuth 2026, 'Claude's Cycles' (Stanford CS, Feb 28 2026 rev. Mar 6); Ho
 created: 2026-03-07
 sourced_from:
 - inbox/archive/ai-alignment/2026-02-28-knuth-claudes-cycles.md
+supports:
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems
+reweave_edges:
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems|supports|2026-05-13
 ---
 
 # multi-model collaboration solved problems that single models could not because different AI architectures contribute complementary capabilities as the even-case solution to Knuths Hamiltonian decomposition required GPT and Claude working together

domains/ai-alignment/the same coordination protocol applied to different AI models produces radically different problem-solving strategies because the protocol structures process not thought.md

@@ -1,6 +1,4 @@
 ---
-
-
 type: claim
 domain: ai-alignment
 secondary_domains: [collective-intelligence]
@@ -21,8 +19,10 @@ reweave_edges:
 - Contrast-Consistent Search demonstrates that models internally represent truth-relevant signals that may diverge from behavioral outputs, establishing that alignment-relevant probing of internal representations is feasible but depends on an unverified assumption that the consistent direction corresponds to truth rather than other coherent properties|related|2026-04-17
 - structured self-diagnosis prompts induce metacognitive monitoring in AI agents that default behavior does not produce because explicit uncertainty flagging and failure mode enumeration activate deliberate reasoning patterns|related|2026-04-17
 - retrieve-before-recompute-is-more-efficient-than-independent-agent-reasoning-when-trace-quality-is-verified|related|2026-04-19
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems|supports|2026-05-13
 supports:
 - tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original
+- multi model inference collaboration outperforms single models because cross provider diversity accesses solution paths unavailable to same architecture systems
 ---
 
 # the same coordination protocol applied to different AI models produces radically different problem-solving strategies because the protocol structures process not thought

domains/energy/AI compute demand is creating a terrestrial power crisis with 140 GW of new data center load against grid infrastructure already projected to fall 6 GW short by 2027.md

@@ -9,6 +9,7 @@ related:
 reweave_edges:
 - AI datacenter power demand creates a 5-10 year infrastructure lag because grid construction and interconnection cannot match the pace of chip design cycles|supports|2026-04-04
 - Meta Nuclear Supercluster|supports|2026-04-25
+- AI compute demand growth is outpacing terrestrial data center capacity planning on quarterly timescales, creating infrastructure conditions where orbital compute becomes economically rational before terrestrial infrastructure can scale|supports|2026-05-13
 secondary_domains:
 - space-development
 - critical-systems
@@ -16,6 +17,7 @@ source: Astra, space data centers feasibility analysis February 2026; IEA energy
 supports:
 - AI datacenter power demand creates a 5-10 year infrastructure lag because grid construction and interconnection cannot match the pace of chip design cycles
 - Meta Nuclear Supercluster
+- AI compute demand growth is outpacing terrestrial data center capacity planning on quarterly timescales, creating infrastructure conditions where orbital compute becomes economically rational before terrestrial infrastructure can scale
 type: claim
 ---
 

domains/entertainment/ai-filmmaking-community-develops-institutional-validation-structures-rather-than-replacing-community-with-algorithmic-reach.md

@@ -99,7 +99,8 @@ AIF 2026 expands beyond film into New Media, Gaming, Design, Advertising, Fashio
 **Source:** Runway AIF 2026 category expansion + Hundred Film Fund status as of April 2026
 
 AIF 2026 expanded beyond film into New Media, Gaming, Design, Advertising, and Fashion categories, with screenings at Alice Tully Hall (NYC) and The Broad Stage (LA). This expansion into non-film categories while the Hundred Film Fund has not publicly disclosed any funded or completed films after 18 months suggests institutional scaffolding is being built faster than demonstration-quality AI narrative films are being produced. The festival functions as marketing vehicle while actual funded filmmaking remains slower.
-
+supports:
+- AI film festival ecosystem institutionalizing in 2026 provides cultural validation infrastructure for the disruptive path analogous to Sundance for indie film in the 1990s
 ---
 
 # AI filmmaking is developing institutional community validation structures rather than replacing community with algorithmic reach

domains/health/enhanced-aca-premium-tax-credit-expiration-creates-second-simultaneous-coverage-loss-pathway-above-medicaid-income-threshold.md

@@ -13,8 +13,10 @@ attribution:
       context: "KFF survey (March 2026), 51% of marketplace enrollees report costs 'a lot higher' after enhanced APTC expiration"
 supports:
 - Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously
+- US health coverage entered a multi-year cascade erosion from three overlapping events removing 30M+ low-income Americans from public coverage with no absorption mechanism
 reweave_edges:
 - Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously|supports|2026-04-09
+- US health coverage entered a multi-year cascade erosion from three overlapping events removing 30M+ low-income Americans from public coverage with no absorption mechanism|supports|2026-05-13
 related:
 - enhanced-aca-premium-tax-credit-expiration-creates-second-simultaneous-coverage-loss-pathway-above-medicaid-income-threshold
 - double-coverage-compression-simultaneous-medicaid-cuts-and-aptc-expiry-eliminate-coverage-for-under-400-fpl

domains/health/federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback.md

@@ -25,6 +25,9 @@ related:
 - double-coverage-compression-simultaneous-medicaid-cuts-and-aptc-expiry-eliminate-coverage-for-under-400-fpl
 - medicaid-work-requirements-produce-19-37-percent-compliant-worker-disenrollment-through-documentation-infrastructure-failure
 - medicaid-work-requirements-cause-7000-9000-excess-deaths-annually-through-administrative-disenrollment-not-ineligibility
+- OBBBA produces anticipatory economic damage as states cut Medicaid reimbursement rates and providers implement workforce reductions before federal provisions take effect
+reweave_edges:
+- OBBBA produces anticipatory economic damage as states cut Medicaid reimbursement rates and providers implement workforce reductions before federal provisions take effect|related|2026-05-13
 ---
 
 # Federal Medicaid work requirements project 4.9-10.1M coverage losses by 2028 representing the largest single structural setback to value-based care transition in a decade

domains/health/glp1-eating-disorder-screening-gap-structural-capacity-not-clinical-knowledge.md

@@ -26,8 +26,10 @@ related:
 - glp1-atypical-anorexia-screening-gap-creates-invisible-high-risk-population
 - glp1-prescribing-competency-gap-primary-care-psychiatric-monitoring
 - Psychiatry addresses GLP-1 prescribing competency through CME infrastructure rather than formal APA guidelines, creating uneven competency distribution across the prescriber population
+- GLP-1 telehealth prescribing scales without mandatory eating disorder screening because FDA regulates marketing claims but not prescribing criteria, leaving systematic risk assessment gaps
 reweave_edges:
 - Psychiatry addresses GLP-1 prescribing competency through CME infrastructure rather than formal APA guidelines, creating uneven competency distribution across the prescriber population|related|2026-05-08
+- GLP-1 telehealth prescribing scales without mandatory eating disorder screening because FDA regulates marketing claims but not prescribing criteria, leaving systematic risk assessment gaps|related|2026-05-13
 ---
 
 # GLP-1 eating disorder screening gap is structural capacity failure not clinical knowledge deficit because professional society guidance requires tri-specialist care teams unavailable in primary care settings where most prescriptions originate

domains/health/glp1-telehealth-warning-letters-target-concentrated-four-group-network.md

@@ -11,6 +11,16 @@ sourced_from: health/2026-05-12-fda-glp1-telehealth-warning-letters-screening-ga
 scope: structural
 sourcer: STAT News
 related: ["ai-telehealth-glp1-prescribing-commoditizes-at-scale-but-generates-systematic-safety-and-fraud-failures"]
+supports:
+- Beluga Health
+- MD Integrations
+- OpenLoop
+- Telegra
+reweave_edges:
+- Beluga Health|supports|2026-05-13
+- MD Integrations|supports|2026-05-13
+- OpenLoop|supports|2026-05-13
+- Telegra|supports|2026-05-13
 ---
 
 # FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming

domains/health/medicaid-work-requirements-cause-coverage-loss-through-procedural-churn-not-employment-screening.md

@@ -12,8 +12,10 @@ sourcer: KFF Health News / CBO
 related_claims: ["[[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]]"]
 related:
 - OBBBA Medicaid work requirements destroy the enrollment stability that value-based care requires for prevention ROI by forcing all 50 states to implement 80-hour monthly work thresholds by December 2026
+- OBBBA Medicaid work requirements will reduce coverage more through documentation-failure disenrollment than through actual non-compliance, because 19-37% of compliant workers cannot prove compliance administratively
 reweave_edges:
 - OBBBA Medicaid work requirements destroy the enrollment stability that value-based care requires for prevention ROI by forcing all 50 states to implement 80-hour monthly work thresholds by December 2026|related|2026-04-09
+- OBBBA Medicaid work requirements will reduce coverage more through documentation-failure disenrollment than through actual non-compliance, because 19-37% of compliant workers cannot prove compliance administratively|related|2026-05-13
 
 ### Auto-enrichment (near-duplicate conversion, similarity=1.00)
 *Source: PR #10475 — "medicaid work requirements cause coverage loss through procedural churn not employment screening"*

domains/health/medicaid-work-requirements-produce-19-37-percent-compliant-worker-disenrollment-through-documentation-infrastructure-failure.md

@@ -12,12 +12,15 @@ scope: structural
 sourcer: Robert Wood Johnson Foundation
 supports:
 - obbba-medicaid-work-requirements-destroy-enrollment-stability-required-for-vbc-prevention-roi
+- OBBBA Medicaid work requirements will reduce coverage more through documentation-failure disenrollment than through actual non-compliance, because 19-37% of compliant workers cannot prove compliance administratively
 related:
 - medicaid-work-requirements-cause-coverage-loss-through-procedural-churn-not-employment-screening
 - obbba-medicaid-work-requirements-destroy-enrollment-stability-required-for-vbc-prevention-roi
 - medicaid-work-requirements-produce-19-37-percent-compliant-worker-disenrollment-through-documentation-infrastructure-failure
 - federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback
 - medicaid-work-requirements-cause-7000-9000-excess-deaths-annually-through-administrative-disenrollment-not-ineligibility
+reweave_edges:
+- OBBBA Medicaid work requirements will reduce coverage more through documentation-failure disenrollment than through actual non-compliance, because 19-37% of compliant workers cannot prove compliance administratively|supports|2026-05-13
 ---
 
 # Medicaid work requirements produce 19-37% compliant worker disenrollment through documentation infrastructure failure not actual non-compliance

domains/health/obbba-medicaid-work-requirements-destroy-enrollment-stability-required-for-vbc-prevention-roi.md

@@ -20,6 +20,7 @@ reweave_edges:
 - One Big Beautiful Bill Act (OBBBA)|challenges|2026-04-09
 - Value-based care requires enrollment stability as structural precondition because prevention ROI depends on multi-year attribution and semi-annual redeterminations break the investment timeline|supports|2026-04-10
 - Provider tax freeze blocks state CHW expansion by eliminating the funding mechanism not the program because provider taxes fund 17 percent of state Medicaid share and CHW SPAs require state match|related|2026-04-17
+- OBBBA produces anticipatory economic damage as states cut Medicaid reimbursement rates and providers implement workforce reductions before federal provisions take effect|related|2026-05-13
 related:
 - Provider tax freeze blocks state CHW expansion by eliminating the funding mechanism not the program because provider taxes fund 17 percent of state Medicaid share and CHW SPAs require state match
 - obbba-medicaid-work-requirements-destroy-enrollment-stability-required-for-vbc-prevention-roi
@@ -28,6 +29,7 @@ related:
 - federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback
 - aca-marketplace-cannot-absorb-medicaid-disenrollment-when-subsidies-expire-simultaneously
 - medicaid-work-requirements-cause-7000-9000-excess-deaths-annually-through-administrative-disenrollment-not-ineligibility
+- OBBBA produces anticipatory economic damage as states cut Medicaid reimbursement rates and providers implement workforce reductions before federal provisions take effect
 ---
 
 # OBBBA Medicaid work requirements destroy the enrollment stability that value-based care requires for prevention ROI by forcing all 50 states to implement 80-hour monthly work thresholds by December 2026

domains/health/obbba-rural-health-fund-cannot-offset-dsh-cuts-because-one-time-injection-precedes-ongoing-revenue-loss.md

@@ -11,6 +11,10 @@ sourced_from: health/2026-05-12-sheps-center-aha-300-rural-hospitals-at-risk.md
 scope: structural
 sourcer: Cecil G. Sheps Center for Health Services Research / AHA News
 related: ["obbba-medicaid-cuts-create-fiscal-externalities-exceeding-federal-savings-through-spending-multiplier-effects"]
+supports:
+- OBBBA puts over 300 rural hospitals at risk of closure or service reduction because rural hospitals serve 40-60 percent Medicaid/uninsured patients who have no commercial insurance alternatives nearby
+reweave_edges:
+- OBBBA puts over 300 rural hospitals at risk of closure or service reduction because rural hospitals serve 40-60 percent Medicaid/uninsured patients who have no commercial insurance alternatives nearby|supports|2026-05-13
 ---
 
 # OBBBA's $50B Rural Health Fund cannot offset ongoing DSH revenue losses because it is a one-time fund with compressed access window (November 5, 2025 deadline) rather than a structural replacement for continuous DSH payment streams

entities/health/md-integrations.md

@@ -9,6 +9,10 @@ headquarters: [unknown]
 funding: [unknown]
 key_people: []
 tags: [telehealth, medical-groups, GLP-1, prescribing-infrastructure]
+supports:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming
+reweave_edges:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming|supports|2026-05-13
 ---
 
 # MD Integrations

entities/health/openloop.md

@@ -9,6 +9,10 @@ headquarters: [unknown]
 funding: [unknown]
 key_people: []
 tags: [telehealth, medical-groups, GLP-1, prescribing-infrastructure]
+supports:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming
+reweave_edges:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming|supports|2026-05-13
 ---
 
 # OpenLoop

entities/health/telegra.md

@@ -9,6 +9,10 @@ headquarters: [unknown]
 funding: [unknown]
 key_people: []
 tags: [telehealth, medical-groups, GLP-1, prescribing-infrastructure]
+supports:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming
+reweave_edges:
+- FDA GLP-1 telehealth warning letters target a concentrated network where 30+ percent of warned firms affiliate with just four medical groups, making regulatory action on four organizations potentially market-transforming|supports|2026-05-13
 ---
 
 # Telegra