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teleo:extract/2026-03-30-lesswrong-hot-mess-critique-conflates-failure-modes
teleo:extract/2026-03-30-anthropic-hot-mess-of-ai-misalignment-scale-incoherence
teleo:extract/2026-03-30-openai-anthropic-joint-safety-evaluation-cross-lab
teleo:extract/2026-03-30-oxford-aigi-automated-interpretability-model-auditing-research-agenda
teleo:extract/2026-03-30-techpolicy-press-anthropic-pentagon-european-capitals
teleo:extract/2026-03-30-epc-pentagon-blacklisted-anthropic-europe-must-respond
teleo:extract/2026-03-30-defense-one-military-ai-human-judgement-deskilling
teleo:extract/2026-03-30-credible-commitment-problem-ai-safety-anthropic-pentagon
teleo:extract/2026-03-30-anthropic-auditbench-alignment-auditing-hidden-behaviors
teleo:theseus/research-2026-03-30
teleo:extract/2026-03-27-tg-shared-jussy-world-2037542331075944739-s-46
teleo:reweave/2026-03-28
teleo:extract/2026-03-27-kff-aca-marketplace-premium-tax-credit-expiry-cost-burden
teleo:leo/research-2026-03-29
teleo:astra/research-2026-03-29
teleo:extract/2026-03-29-circulation-cvqo-pcsk9-utilization-2015-2021
teleo:vida/research-2026-03-29
teleo:extract/2026-03-29-aljazeera-anthropic-pentagon-open-space-for-regulation
teleo:extract/2026-03-29-anthropic-alignment-auditbench-hidden-behaviors
teleo:extract/2026-03-29-mit-tech-review-openai-pentagon-compromise-anthropic-feared
teleo:extract/2026-03-29-techpolicy-press-anthropic-pentagon-timeline
teleo:extract/2026-03-29-slotkin-ai-guardrails-act-dod-autonomous-weapons
teleo:extract/2026-03-29-techpolicy-press-anthropic-pentagon-standoff-limits-corporate-ethics
teleo:extract/2026-03-29-techpolicy-press-anthropic-pentagon-dispute-reverberates-europe
teleo:extract/2026-03-29-intercept-openai-surveillance-autonomous-killings-trust-us
teleo:clay/cornelius-content-strategy-extraction
teleo:extract/2026-03-29-openai-our-agreement-department-of-war
teleo:extract/2026-03-29-meridiem-courts-check-executive-ai-power
teleo:extract/2026-03-29-congress-diverging-paths-ai-fy2026-ndaa-defense-bills
teleo:extract/2026-03-29-anthropic-public-first-action-pac-20m-ai-regulation
teleo:extract/2026-03-29-anthropic-pentagon-injunction-first-amendment-lin
teleo:theseus/research-2026-03-29
teleo:argus/active-alerting
teleo:extract/2026-03-28-tg-source-m3taversal-robin-hanson-tweet-on-insider-trading-in-predictio
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teleo:theseus/deploy-manifest-and-simplify
teleo:theseus/schema-protocol-v2
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teleo:theseus/schema-change-protocol
teleo:extract/2026-03-28-x-research-p2p-me-funding
teleo:theseus/multi-agent-orchestration-claims
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teleo:extract/2026-03-28-tg-shared-robinhanson-2037680495321055257-s-46
teleo:extract/2026-03-28-keeptrack-starship-v3-april-2026
teleo:leo/research-2026-03-28
teleo:extract/2026-03-27-tg-source-m3taversal-jussy-world-thread-on-p2p-me-ico-concentration-1
teleo:extract/2026-03-24-x-research-vibhu-tweet
teleo:extract/2026-03-28-payloadspace-vast-haven1-delay-2027
teleo:extract/2026-03-28-spglobal-hyperscaler-power-procurement-shift
teleo:extract/2026-03-28-nasaspaceflight-new-glenn-manufacturing-odc-ambitions
teleo:extract/2026-03-28-mintz-nuclear-renaissance-tech-demand-smrs
teleo:extract/2026-03-28-introl-google-intersect-power-acquisition
teleo:astra/research-2026-03-28
teleo:extract/2026-03-27-tg-source-m3taversal-01resolved-01resolved-analysis-on-superclaw-liq
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teleo:extract/2026-03-06-oxford-pentagon-anthropic-governance-failures
teleo:extract/2026-03-28-cnbc-anthropic-dod-preliminary-injunction
teleo:extract/2026-03-25-aljazeera-anthropic-case-ai-regulation
teleo:extract/2026-03-08-intercept-openai-trust-us-surveillance
teleo:extract/2026-03-17-slotkin-ai-guardrails-act
teleo:extract/2026-02-27-cnn-openai-pentagon-deal
teleo:extract/2026-03-02-axios-senate-dems-legislative-response-pentagon-ai
teleo:extract/2026-02-28-govai-rsp-v3-analysis
teleo:extract/2026-02-24-cnn-hegseth-anthropic-pentagon-threatens
teleo:theseus/research-2026-03-28
teleo:leo/stigmergic-coordination-claims
teleo:astra/archive-seed-sources
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teleo:astra/energy-beyond-fusion
teleo:extract/2026-03-27-tg-shared-01resolved-2037550467316847015-s-46
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teleo:astra/asteroid-isru-resubmit
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teleo:astra/batch7-space-manufacturing-claims
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teleo:leo/research-2026-03-27
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teleo:extract/2026-03-26-pine-analytics-p2p-protocol-ico-analysis
teleo:extract/2026-03-26-cftc-anprm-prediction-markets-federal-register
teleo:rio/research-2026-03-26
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teleo:extract/2026-03-26-tg-source-m3taversal-superclaw-super-liquidation-proposal-full-text-sh
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teleo:leo/research-2026-03-26
teleo:astra/research-2026-03-26
teleo:extract/2026-03-25-metadao-omnibus-migration-proposal
teleo:vida/research-2026-03-26
teleo:extract/2026-03-26-international-ai-safety-report-2026
teleo:extract/2026-03-26-anthropic-activating-asl3-protections
teleo:extract/2026-03-26-metr-gpt5-evaluation-time-horizon
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teleo:extract/2026-03-26-metr-algorithmic-vs-holistic-evaluation
teleo:extract/2026-03-26-govai-rsp-v3-analysis
teleo:extract/2026-03-26-aisle-openssl-zero-days
teleo:ingestion/futardio-20260326-0015
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teleo:extract/2026-03-25-pine-analytics-p2p-me-ico-analysis
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teleo:extract/2026-03-25-polymarket-p2p-commitment-market-controversy
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teleo:extract/2026-03-25-futardio-capital-concentration-live-data
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teleo:extract/metadao-proposals-1-through-15
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teleo:extract/2026-03-21-metadao-meta036-hanson-futarchy-research
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teleo:extract/2026-03-23-telegram-m3taversal-that-s-not-the-proposal-we-were-talking-about-i-m
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teleo:extract/metadao-proposals-16-30
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teleo:ingestion/futardio-20260323-1645
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teleo:ingestion/futardio-20260323-1445
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teleo:extract/2026-03-23-openevidence-model-opacity-safety-disclosure-absence
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teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:leo/consolidate-batch3
teleo:extract/2024-11-00-ai4ci-national-scale-collective-intelligence
teleo:extract/2024-08-01-jmcp-glp1-persistence-adherence-commercial-populations
teleo:extract/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2024-05-27-futardio-proposal-proposal-1
teleo:extract/2024-04-00-conitzer-social-choice-guide-alignment
teleo:extract/2024-02-00-chakraborty-maxmin-rlhf
teleo:extract/2024-00-00-dagster-data-backpressure
teleo:extract/2023-11-18-futardio-proposal-develop-a-lst-vote-market
teleo:ingestion/futardio-20260315-1600
teleo:extract/2023-00-00-sciencedirect-flexible-job-shop-scheduling-review
teleo:extract/2022-06-07-slimmon-littles-law-scale-applications
teleo:extract/2021-09-00-vlahakis-aimd-scheduling-distributed-computing
teleo:extract/2021-04-00-tournaire-optimal-control-cloud-resource-allocation-mdp
teleo:extract/2019-07-00-li-overview-mdp-queues-networks
teleo:extract/2019-00-00-whitt-what-you-should-know-about-queueing-models
teleo:extract/2019-00-00-liu-modeling-nonstationary-non-poisson-arrival-processes
teleo:extract/2016-00-00-cambridge-staffing-non-poisson-non-stationary-arrivals
teleo:extract/2016-00-00-corless-aimd-dynamics-distributed-resource-allocation
teleo:extract/2018-00-00-siam-economies-of-scale-halfin-whitt-regime
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2024-10-01-jams-eras-tour-worldbuilding-prismatic-liveness
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:extract/2021-02-00-pmc-japan-ltci-past-present-future
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2018-00-00-simio-resource-scheduling-non-stationary-service-systems
teleo:ingestion/futardio-20260315-1530
teleo:leo/consolidate-final-5
teleo:leo/consolidate-closed-prs-batch2
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:extract/2026-03-03-futardio-launch-digifrens
teleo:extract/2026-03-03-futardio-launch-versus
teleo:ingestion/futardio-20260314-1600
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-00-phys-org-europe-answer-to-starship
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:rio/launchpet-claims
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2025-12-04-cnbc-dealbook-mrbeast-future-of-content
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:ingestion/futardio-20260312-2100
teleo:ingestion/futardio-20260312-2115
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo
teleo:extract/2026-02-25-futardio-launch-fancy-cats
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:ingestion/futardio-20260312-1515
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:theseus/active-inference-claims
teleo:extract/2025-03-26-crfb-ma-overpaid-1-2-trillion
teleo:extract/2026-03-04-futardio-launch-one-of-sick-token
teleo:extract/2025-12-00-cip-year-in-review-democratic-alignment
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2026-03-04-futardio-launch-island
teleo:extract/2026-03-08-futardio-launch-seeker-vault
teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2024-10-00-patterns-ai-enhanced-collective-intelligence
teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
teleo:extract/2023-02-00-pmc-cost-effectiveness-homecare-systematic-review
teleo:extract/2025-11-15-beetv-openx-race-to-bottom-cpms-premium-content
teleo:extract/2025-07-00-fli-ai-safety-index-summer-2025
teleo:extract/2025-09-00-orchestrator-active-inference-multi-agent-llm
teleo:extract/2026-00-00-bankless-beauty-of-futarchy
teleo:extract/2026-03-03-futardio-launch-milo-ai-agent
teleo:extract/2025-12-25-chipprbots-futarchy-private-markets-long-arc
teleo:extract/2026-02-01-traceabilityhub-digital-provenance-content-authentication
teleo:extract/2026-02-17-futardio-launch-generated-test
teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
teleo:extract/2026-03-04-futardio-launch-test
teleo:extract/2026-03-04-futardio-launch-futara
teleo:extract/2026-01-00-clarity-act-senate-status
teleo:extract/2025-00-00-mats-ai-agent-index-2025
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:extract/2025-02-27-fortune-mrbeast-5b-valuation-beast-industries
teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
teleo:extract/2026-03-01-contentauthenticity-state-of-content-authenticity-2026
teleo:vida/research-2026-03-12
teleo:extract/2024-11-21-futardio-proposal-proposal-14
teleo:extract/2025-07-02-futardio-proposal-testing-indexer-changes
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:fix/missing-domain-fields
teleo:vida/belief-reorder-identity-reframe
teleo:leo/belief-identity-overhaul-clean
teleo:rio/market-brain-thesis
teleo:clay/visitor-experience
teleo:theseus/belief-disconfirmation-protocol
teleo:extract/2026-03-09-8bitpenis-x-archive
teleo:extract/2026-03-09-mcglive-x-archive
teleo:extract/2026-03-09-ranger-finance-x-archive
teleo:extract/2026-02-27-karpathy-8-agent-research-org
teleo:extract/2020-03-00-vasil-world-unto-itself-communication-active-inference
teleo:astra/belief-identity-overhaul
teleo:extract/2026-03-09-turbine-cash-x-archive
teleo:extract/2020-00-00-greattransition-humanity-as-superorganism
teleo:extract/2026-03-09-mycorealms-x-archive
teleo:extract/2024-01-00-friston-designing-ecosystems-intelligence
teleo:astra/megastructure-multiplanetary-research
teleo:extract/2026-03-09-spiz-x-archive
teleo:extract/2025-12-01-a16z-state-of-consumer-ai-2025
teleo:extract/2026-02-24-karpathy-clis-legacy-tech-agents
teleo:extract/2022-00-00-americanscientist-superorganism-revolution
teleo:extract/2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept
teleo:extract/2025-02-00-kagan-as-one-and-many-group-level-active-inference
teleo:extract/2019-02-00-ramstead-multiscale-integration
teleo:extract/2021-03-00-sajid-active-inference-demystified-compared
teleo:extract/2026-03-09-ownershipfm-x-archive
teleo:extract/2026-03-09-hurupayapp-x-archive
teleo:theseus/active-inference-research
teleo:extract/2026-03-09-blockworks-x-archive
teleo:extract/2026-03-10-iab-ai-ad-gap-widens
teleo:extract/2025-03-01-mediacsuite-ai-film-studios-2025
teleo:extract/2025-08-01-pudgypenguins-record-revenue-ipo-target
teleo:extract/2026-02-25-karpathy-programming-changed-december
teleo:astra/megastructure-launch-infrastructure
teleo:clay/foundation-cultural-dynamics
teleo:extract/2026-01-15-advanced-television-audiences-ai-blurred-reality
teleo:extract/2025-01-01-deloitte-hollywood-cautious-genai-adoption
teleo:extract/2025-09-01-ankler-ai-studios-cheap-future-no-market
teleo:extract/2026-01-01-ey-media-entertainment-trends-authenticity
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2026-03-09-bharathshettyy-x-archive
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-03-09-abbasshaikh-x-archive
teleo:extract/2026-03-09-flashtrade-x-archive
teleo:extract/2026-03-09-solanafloor-x-archive
teleo:extract/2026-03-09-richard-isc-x-archive
teleo:clay/research-2026-03-10
teleo:ingestion/futardio-20260310-1244
teleo:theseus/visitor-map-polish
teleo:leo/test-sources
teleo:leo/ingest-skill
teleo:m3taversal/leo-14ff9c29
teleo:rio/competitor-landscape
teleo:vida/knowledge-state-assessment
teleo:rio/x-ingestion-batch-1
teleo:theseus/x-ingestion-collab-taxonomy
teleo:theseus/arscontexta-claim
teleo:theseus/foundations-cas
teleo:leo/cleanup-test-claim
teleo:rio/knowledge-state
teleo:rio/eval-pipeline-test
teleo:astra/batch4-manufacturing-observation-competition
teleo:leo/unprocessed-source-batch
teleo:theseus/foundations-followup
teleo:m3taversal/astra-2d07e69c
teleo:rio/foundation-gaps
teleo:clay/rio-handoff-conversation-patterns
teleo:astra/batch3-governance-stations-market-structure
teleo:rio/mechanism-design-foundation
teleo:astra/batch2-cislunar-economics-and-commons
teleo:astra/onboarding-identity-and-first-claims
teleo:leo/coordination-architecture
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teleo:rio/theseus-vehicle-design
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teleo:rio/aschenbrenner-extraction
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teleo:vida/bessemer-health-ai-2026
teleo:leo/cleanup-duplicates-and-domain-fields
teleo:inbox/aschenbrenner-situational-awareness
teleo:leo/synthesis-review-rule
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extract: 2025-05-01-nejm-semaglutide-mash-phase3-liver
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A> |
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@ -19,22 +19,28 @@ The competitive dynamics (Lilly vs. Novo vs. generics post-2031) will drive pric
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### Additional Evidence (extend)
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*Source: [[2024-08-01-jmcp-glp1-persistence-adherence-commercial-populations]] | Added: 2026-03-15 | Extractor: anthropic/claude-sonnet-4.5*
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*Source: 2024-08-01-jmcp-glp1-persistence-adherence-commercial-populations | Added: 2026-03-15 | Extractor: anthropic/claude-sonnet-4.5*
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Real-world persistence data from 125,474 commercially insured patients shows the chronic use model fails not because patients choose indefinite use, but because most cannot sustain it: only 32.3% of non-diabetic obesity patients remain on GLP-1s at one year, dropping to approximately 15% at two years. This creates a paradox for payer economics—the "inflationary chronic use" concern assumes sustained adherence, but the actual problem is insufficient persistence. Under capitation, payers pay for 12 months of therapy ($2,940 at $245/month) for patients who discontinue and regain weight, capturing net cost with no downstream savings from avoided complications. The economics only work if adherence is sustained AND the payer captures downstream benefits—with 85% discontinuing by two years, the downstream cardiovascular and metabolic savings that justify the cost never materialize for most patients.
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### Additional Evidence (extend)
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*Source: [[2025-06-01-cell-med-glp1-societal-implications-obesity]] | Added: 2026-03-15*
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*Source: 2025-06-01-cell-med-glp1-societal-implications-obesity | Added: 2026-03-15*
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The Cell Press review characterizes GLP-1s as marking a 'system-level redefinition' of cardiometabolic management with 'ripple effects across healthcare costs, insurance models, food systems, long-term population health.' Obesity costs the US $400B+ annually, providing context for the scale of potential cost impact. The WHO issued conditional recommendations within 2 years of widespread adoption (December 2025), unusually fast for a major therapeutic category.
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### Additional Evidence (extend)
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*Source: [[2025-03-01-medicare-prior-authorization-glp1-near-universal]] | Added: 2026-03-15*
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*Source: 2025-03-01-medicare-prior-authorization-glp1-near-universal | Added: 2026-03-15*
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MA plans' near-universal prior authorization creates administrative friction that may worsen the already-poor adherence rates for GLP-1s. PA requirements ensure only T2D-diagnosed patients can access, effectively blocking obesity-only coverage despite FDA approval. This access restriction compounds the chronic-use economics challenge by adding administrative barriers on top of existing adherence problems.
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### Additional Evidence (extend)
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*Source: [[2025-05-01-nejm-semaglutide-mash-phase3-liver]] | Added: 2026-03-16*
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MASH/NASH is projected to become the leading cause of liver transplantation. GLP-1s now demonstrate efficacy across three major organ systems (cardiovascular, renal, hepatic), which strengthens the multi-indication economic case for chronic use. The 62.9% MASH resolution rate suggests GLP-1s could prevent progression to late-stage liver disease and transplantation, though the Value in Health Medicare study showed only $28M MASH savings—surprisingly small given clinical magnitude, likely because MASH progression to transplant takes decades and falls outside typical budget scoring windows.
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---
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Relevant Notes:
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@ -32,10 +32,16 @@ For value-based care models and capitated payers, this multi-organ protection cr
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### Additional Evidence (extend)
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*Source: [[2025-12-23-jama-cardiology-select-hospitalization-analysis]] | Added: 2026-03-16*
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*Source: 2025-12-23-jama-cardiology-select-hospitalization-analysis | Added: 2026-03-16*
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SELECT trial exploratory analysis (N=17,604, median 41.8 months) shows semaglutide reduces ALL-CAUSE hospitalizations by 10% (18.3 vs 20.4 per 100 patient-years, P<.001) and total hospital days by 11% (157.2 vs 176.2 days per 100 patient-years, P=.01). Critically, benefits extended beyond cardiovascular causes to total hospitalization burden, suggesting systemic effects across multiple organ systems.
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### Additional Evidence (extend)
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*Source: [[2025-05-01-nejm-semaglutide-mash-phase3-liver]] | Added: 2026-03-16*
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Phase 3 trial shows semaglutide 2.4mg achieves 62.9% resolution of steatohepatitis without worsening fibrosis vs 34.3% placebo. Meta-analysis confirms GLP-1 RAs significantly increase histologic resolution of MASH, decrease liver fat deposition, improve hepatocellular ballooning, and reduce lobular inflammation. Some hepatoprotective benefits appear at least partly independent of weight loss, suggesting direct liver effects beyond metabolic improvement. This adds hepatic protection as a third major organ system (alongside cardiovascular and renal) where GLP-1s demonstrate protective effects.
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---
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Relevant Notes:
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@ -7,9 +7,13 @@ date: 2025-05-01
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domain: health
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secondary_domains: []
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format: paper
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status: unprocessed
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status: enrichment
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priority: medium
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tags: [glp-1, semaglutide, MASH, NASH, liver-disease, organ-protection]
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processed_by: vida
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processed_date: 2026-03-16
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enrichments_applied: ["glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md", "GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035.md"]
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extraction_model: "anthropic/claude-sonnet-4.5"
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---
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## Content
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@ -39,3 +43,10 @@ Phase 3 trial of semaglutide 2.4mg in patients with MASH and moderate or advance
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PRIMARY CONNECTION: [[GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035]]
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WHY ARCHIVED: Third organ-protection pathway (after CV and kidney) strengthens the case that GLP-1s should be evaluated as multi-organ protective agents, not just weight loss drugs
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EXTRACTION HINT: The multi-organ protection thesis may justify reframing the existing GLP-1 claim from a weight-loss-economics frame to a metabolic-disease-prevention frame
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## Key Facts
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- Semaglutide 2.4mg achieved 62.9% resolution of steatohepatitis without worsening fibrosis vs 34.3% placebo in Phase 3 trial
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- Resmetirom (Rezdiffra) was approved for MASH in March 2024, creating a dedicated MASH therapy competitor
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- MASH/NASH is projected to become the leading cause of liver transplantation
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- Meta-analysis shows GLP-1 RAs reduce risk of major CV events, clinically significant portal hypertension, and all-cause mortality in MASLD/MASH patients
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