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teleo:extract/2026-01-13-nasaa-clarity-act-concerns
teleo:extract/2025-12-16-exchangewire-creator-economy-2026-community-credibility
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2026-03-01-multiple-creator-economy-owned-revenue-statistics
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2024-08-28-futardio-proposal-dummy
teleo:extract/2026-02-00-cftc-prediction-market-rulemaking
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-03-futardio-launch-versus
teleo:rio/claims-vaultguard-defi-insurance
teleo:extract/2023-10-00-anthropic-collective-constitutional-ai
teleo:extract/2025-10-15-futardio-proposal-lets-get-futarded
teleo:extract/2024-07-01-futardio-proposal-test
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2026-03-09-futarddotio-x-archive
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2026-00-00-bankless-beauty-of-futarchy
teleo:extract/2024-00-00-equitechfutures-democratic-dilemma-alignment
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2025-07-24-kff-medicare-advantage-2025-enrollment-update
teleo:extract/2025-12-00-fullstack-alignment-thick-models-value
teleo:extract/2025-02-00-agreement-complexity-alignment-barriers
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:extract/2026-00-00-alea-research-metadao-fair-launches
teleo:extract/2025-12-00-messari-ownership-coins-2026-thesis
teleo:extract/2025-12-00-federated-rlhf-pluralistic-alignment
teleo:extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation
teleo:extract/2025-12-00-cip-year-in-review-democratic-alignment
teleo:extract/2025-11-00-pluralistic-values-llm-alignment-tradeoffs
teleo:extract/2025-06-02-kidscreen-mediawan-claynosaurz-animated-series
teleo:extract/2025-12-00-colosseum-stamp-introduction
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2024-00-00-warden-community-notes-bridging-algorithm
teleo:extract/2026-01-00-clarity-act-senate-status
teleo:theseus/research-2026-03-11
teleo:extract/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-10-30-futardio-proposal-swap-150000-into-isc
teleo:extract/2026-03-00-solana-compass-metadao-breakout-launchpad
teleo:extract/2026-03-00-digital-asset-market-clarity-act-token-classification
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:extract/2026-03-03-futardio-launch-the-meme-is-real
teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
teleo:extract/2026-01-01-futardio-launch-vaultguard
teleo:extract/2026-03-03-futardio-launch-manna-finance
teleo:rio/research-2026-03-11
teleo:extract/2026-03-04-futardio-launch-test
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2026-03-09-mmdhrumil-x-archive
teleo:extract/2024-07-01-futardio-proposal-proposal-1
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2025-07-00-fli-ai-safety-index-summer-2025
teleo:extract/2026-02-26-futardio-launch-delay-test
teleo:extract/2026-02-00-shoal-metadao-capital-formation-layer
teleo:extract/2026-03-06-futardio-launch-lobsterfutarchy
teleo:extract/2025-03-05-futardio-proposal-proposal-2
teleo:extract/2024-02-05-statnews-devoted-health-losses-persist
teleo:extract/2025-09-00-orchestrator-active-inference-multi-agent-llm
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2025-03-27-cnbc-critical-role-dnd-media-company
teleo:extract/2026-02-17-futardio-launch-generated-test
teleo:extract/2026-03-01-archive-ugc-authenticity-trust-statistics
teleo:extract/2024-06-26-futardio-proposal-approve-metadao-fundraise-2
teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
teleo:extract/2025-12-25-chipprbots-futarchy-private-markets-long-arc
teleo:extract/2026-02-26-futardio-launch-fitbyte
teleo:extract/2026-03-09-rambo-xbt-x-archive
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:extract/2024-02-20-futardio-proposal-develop-multi-option-proposals
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2023-02-00-pmc-cost-effectiveness-homecare-systematic-review
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model
teleo:extract/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li
teleo:extract/2024-09-19-commonwealth-fund-mirror-mirror-2024
teleo:extract/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-02-01-traceabilityhub-digital-provenance-content-authentication
teleo:extract/2025-10-14-futardio-launch-avici
teleo:extract/2026-03-05-futardio-launch-insert-coin-labs
teleo:clay/research-2026-03-11
teleo:extract/2026-03-04-futardio-launch-send-arcade
teleo:extract/2026-03-03-futardio-launch-cloak
teleo:extract/2026-03-05-futardio-launch-git3
teleo:extract/2025-04-00-morgan-lewis-risk-adjustment-enforcement-focus
teleo:extract/2026-02-26-citadel-securities-contra-citrini-rebuttal
teleo:extract/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo
teleo:extract/2026-03-03-futardio-launch-digifrens
teleo:extract/2026-02-25-futardio-launch-fancy-cats
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2026-01-01-alixpartners-ai-creative-industries-hybrid
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2026-03-00-solana-launchpad-competitive-landscape
teleo:extract/2026-01-20-polymarket-cftc-approval-qcx-acquisition
teleo:extract/2025-00-00-nhs-england-waiting-times-underfunding
teleo:extract/2026-03-03-futardio-launch-futardio-cult
teleo:extract/2025-00-00-mats-ai-agent-index-2025
teleo:extract/2026-03-09-pineanalytics-x-archive
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2026-03-07-futardio-launch-nexid
teleo:extract/2026-02-03-futardio-launch-hurupay
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
teleo:extract/2026-03-03-futardio-launch-milo-ai-agent
teleo:extract/2025-04-09-blockworks-ranger-ico-metadao-reset
teleo:extract/2026-03-04-futardio-launch-island
teleo:extract/2026-03-05-futardio-launch-torch-market
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:extract/2025-06-12-optimism-futarchy-v1-preliminary-findings
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2026-03-08-futardio-launch-seeker-vault
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta
teleo:extract/2025-07-24-aarp-caregiving-crisis-63-million
teleo:extract/2024-08-03-futardio-proposal-approve-q3-roadmap
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2026-01-00-mechanistic-interpretability-2026-status-report
teleo:extract/2025-03-26-crfb-ma-overpaid-1-2-trillion
teleo:extract/2026-03-05-futardio-launch-tridash
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:extract/2025-05-00-anthropic-interpretability-pre-deployment
teleo:extract/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards
teleo:extract/2025-00-00-singapore-3m-healthcare-system
teleo:extract/2026-03-07-futardio-launch-areal
teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
teleo:extract/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction
teleo:extract/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital
teleo:extract/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2026-03-05-futardio-launch-seyf
teleo:extract/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal
teleo:extract/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2026-03-01-contentauthenticity-state-of-content-authenticity-2026
teleo:extract/2026-03-10-iab-ai-ad-gap-widens
teleo:extract/2025-11-14-futardio-launch-solomon
teleo:extract/2026-02-25-futardio-launch-rock-game
teleo:extract/2026-03-04-futardio-launch-seekervault
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2026-02-25-karpathy-programming-changed-december
teleo:rio/stani-dao-critique
teleo:leo/network-files
teleo:extract/2025-10-20-futardio-launch-zklsol
teleo:extract/2026-03-03-futardio-launch-salmon-wallet
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:astra/megastructure-multiplanetary-research
teleo:extract/2025-07-02-futardio-proposal-testing-indexer-changes
teleo:extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium
teleo:extract/2025-01-03-futardio-proposal-engage-in-700000-otc-trade-with-theia
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2024-11-21-futardio-proposal-should-metadao-create-futardio
teleo:extract/2026-03-04-futardio-launch-futara
teleo:extract/2024-11-21-futardio-proposal-proposal-14
teleo:rio/futarchy-entities
teleo:extract/2026-03-04-futardio-launch-one-of-sick-token
teleo:extract/2024-11-18-futardio-proposal-adopt-a-sublinear-supply-function
teleo:extract/2025-07-21-futardio-proposal-engage-in-630000-otc-trade-with-theia
teleo:extract/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud
teleo:extract/2026-01-01-futardio-launch-mycorealms
teleo:extract/2026-03-04-futardio-launch-money-for-steak
teleo:extract/2024-05-30-futardio-proposal-proposal-1
teleo:leo/ops-queue
teleo:extract/2024-08-20-futardio-proposal-test-proposal-3
teleo:extract/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd
teleo:leo/diagnostic-schemas-v2
teleo:extract/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials
teleo:extract/2026-03-03-futardio-launch-vervepay
teleo:extract/2026-02-25-futardio-launch-turtle-cove
teleo:extract/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor
teleo:extract/2025-05-19-brookings-payor-provider-vertical-integration
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:extract/2026-03-05-futardio-launch-you-get-nothing
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2024-03-00-bipartisan-policy-center-demographic-transition
teleo:leo/diagnostic-schemas
teleo:ingestion/futardio-20260310-2300
teleo:extract/2025-12-00-google-mit-scaling-agent-systems
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2014-00-00-aspe-pace-effect-costs-nursing-home-mortality
teleo:extract/2025-00-00-audrey-tang-alignment-cannot-be-top-down
teleo:extract/2025-07-30-usc-schaeffer-meteoric-rise-medicare-advantage
teleo:extract/2025-02-03-usc-schaeffer-upcoding-differences-across-plans
teleo:extract/2026-01-01-multiple-human-made-premium-brand-positioning
teleo:vida/kb-health-check
teleo:extract/2011-00-00-mcwilliams-economic-history-medicare-part-c
teleo:clay/x-profiles-chronological
teleo:extract/2024-11-00-democracy-levels-framework
teleo:extract/2025-00-00-cip-democracy-ai-year-review
teleo:extract/2026-02-00-anthropic-rsp-rollback
teleo:extract/2025-10-01-pudgypenguins-dreamworks-kungfupanda-crossover
teleo:clay/research-2026-03-10
teleo:theseus/research-2026-03-10
teleo:extract/2026-03-09-solanafloor-x-archive
teleo:vida/research-ma-senior-care-2026-03-10
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-03-09-bharathshettyy-x-archive
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2015-03-00-friston-active-inference-epistemic-value
teleo:extract/2026-03-09-andrewseb555-x-archive
teleo:extract/2026-03-09-kru-tweets-x-archive
teleo:extract/2022-00-00-americanscientist-superorganism-revolution
teleo:extract/2024-01-00-friston-federated-inference-belief-sharing
teleo:leo/fix-processed-domains
teleo:extract/2025-08-01-pudgypenguins-record-revenue-ipo-target
teleo:extract/2025-03-01-mediacsuite-ai-film-studios-2025
teleo:extract/2020-03-00-vasil-world-unto-itself-communication-active-inference
teleo:extract/2026-03-09-ranger-finance-x-archive
teleo:extract/2026-02-17-daftheshrimp-omfg-launch
teleo:extract/2026-02-23-harkl-2030-sovereign-intelligence-memo
teleo:extract/2021-03-00-sajid-active-inference-demystified-compared
teleo:extract/2025-02-00-kagan-as-one-and-many-group-level-active-inference
teleo:extract/2019-02-00-ramstead-multiscale-integration
teleo:extract/2026-01-01-ey-media-entertainment-trends-authenticity
teleo:extract/2024-00-00-shermer-humanity-superorganism
teleo:vida/belief-reorder-identity-reframe
teleo:clay/visitor-experience
teleo:fix/missing-domain-fields
teleo:leo/belief-identity-overhaul-clean
teleo:rio/market-brain-thesis
teleo:theseus/belief-disconfirmation-protocol
teleo:extract/2026-03-09-8bitpenis-x-archive
teleo:extract/2026-03-09-mcglive-x-archive
teleo:extract/2026-02-27-karpathy-8-agent-research-org
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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:extract/2026-03-09-spiz-x-archive
teleo:extract/2025-12-01-a16z-state-of-consumer-ai-2025
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2026-02-24-karpathy-clis-legacy-tech-agents
teleo:extract/2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept
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:astra/megastructure-launch-infrastructure
teleo:clay/foundation-cultural-dynamics
teleo:theseus/active-inference-claims
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/2026-03-09-abbasshaikh-x-archive
teleo:extract/2026-03-09-flashtrade-x-archive
teleo:extract/2026-03-09-richard-isc-x-archive
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:leo/submit-skill-and-mirror
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
teleo:vida/collective-health
teleo:vida/agent-directory
teleo:leo/superorganism-reframe
teleo:clay/superorganism-synthesis
teleo:leo/foundations-audit
teleo:theseus/superorganism-claims
teleo:leo/architecture-as-claims
teleo:clay/entertainment-extractions
teleo:leo/failure-mode-claims
teleo:leo/synthesis-batch-4
teleo:rio/theseus-vehicle-design
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
teleo:rio/launch-mechanism-claims
teleo:vida/bessemer-health-ai-2026
teleo:leo/cleanup-duplicates-and-domain-fields
teleo:inbox/aschenbrenner-situational-awareness
teleo:leo/synthesis-review-rule
teleo:leo/synthesis-batch-2
teleo:leo/archive-standardization
teleo:rio/doppler-extraction
teleo:leo/restore-musings-claude-md
teleo:theseus/dario-anthropic-extraction
teleo:leo/musings-architecture
teleo:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/noahopinion-extraction
teleo:theseus/noahopinion-extraction
teleo:rio/navigation-layer-cleanup
teleo:theseus/navigation-layer
teleo:vida/nav-layer-fixes
teleo:theseus/anthropic-pentagon-claims
teleo:m3taversal/prometheus-845f10fb
teleo:rio/all-changes-require-pr
teleo:rio/omnipair-team-package
teleo:rio/leverage-omnipair-enrichment
teleo:vida/seed-health-domain
teleo:leo/synthesis-batch-1
teleo:rio/pentagon-agent-trailer-convention
teleo:clay/entertainment-seed
teleo:rio/metadao-q4-pine-analytics
teleo:rio/skill-upgrade-source-ingestion
teleo:rio/ai-intelligence-crisis-mar2026
teleo:rio/theia-ifs-claims-mar2026
teleo:rio/omnipair-enrichments-feb2026
...
pull from: teleo:extract/2025-07-30-usc-schaeffer-meteoric-rise-medicare-advantage
teleo:extract/2026-01-13-nasaa-clarity-act-concerns
teleo:extract/2025-12-16-exchangewire-creator-economy-2026-community-credibility
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2026-03-01-multiple-creator-economy-owned-revenue-statistics
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2024-08-28-futardio-proposal-dummy
teleo:extract/2026-02-00-cftc-prediction-market-rulemaking
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-03-futardio-launch-versus
teleo:main
teleo:rio/claims-vaultguard-defi-insurance
teleo:extract/2023-10-00-anthropic-collective-constitutional-ai
teleo:extract/2025-10-15-futardio-proposal-lets-get-futarded
teleo:extract/2024-07-01-futardio-proposal-test
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2026-03-09-futarddotio-x-archive
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2026-00-00-bankless-beauty-of-futarchy
teleo:extract/2024-00-00-equitechfutures-democratic-dilemma-alignment
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2025-07-24-kff-medicare-advantage-2025-enrollment-update
teleo:extract/2025-12-00-fullstack-alignment-thick-models-value
teleo:extract/2025-02-00-agreement-complexity-alignment-barriers
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:extract/2026-00-00-alea-research-metadao-fair-launches
teleo:extract/2025-12-00-messari-ownership-coins-2026-thesis
teleo:extract/2025-12-00-federated-rlhf-pluralistic-alignment
teleo:extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation
teleo:extract/2025-12-00-cip-year-in-review-democratic-alignment
teleo:extract/2025-11-00-pluralistic-values-llm-alignment-tradeoffs
teleo:extract/2025-06-02-kidscreen-mediawan-claynosaurz-animated-series
teleo:extract/2025-12-00-colosseum-stamp-introduction
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2024-00-00-warden-community-notes-bridging-algorithm
teleo:extract/2026-01-00-clarity-act-senate-status
teleo:theseus/research-2026-03-11
teleo:extract/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-10-30-futardio-proposal-swap-150000-into-isc
teleo:extract/2026-03-00-solana-compass-metadao-breakout-launchpad
teleo:extract/2026-03-00-digital-asset-market-clarity-act-token-classification
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:extract/2026-03-03-futardio-launch-the-meme-is-real
teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
teleo:extract/2026-01-01-futardio-launch-vaultguard
teleo:extract/2026-03-03-futardio-launch-manna-finance
teleo:rio/research-2026-03-11
teleo:extract/2026-03-04-futardio-launch-test
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2026-03-09-mmdhrumil-x-archive
teleo:extract/2024-07-01-futardio-proposal-proposal-1
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2025-07-00-fli-ai-safety-index-summer-2025
teleo:extract/2026-02-26-futardio-launch-delay-test
teleo:extract/2026-02-00-shoal-metadao-capital-formation-layer
teleo:extract/2026-03-06-futardio-launch-lobsterfutarchy
teleo:extract/2025-03-05-futardio-proposal-proposal-2
teleo:extract/2024-02-05-statnews-devoted-health-losses-persist
teleo:extract/2025-09-00-orchestrator-active-inference-multi-agent-llm
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2025-03-27-cnbc-critical-role-dnd-media-company
teleo:extract/2026-02-17-futardio-launch-generated-test
teleo:extract/2026-03-01-archive-ugc-authenticity-trust-statistics
teleo:extract/2024-06-26-futardio-proposal-approve-metadao-fundraise-2
teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
teleo:extract/2025-12-25-chipprbots-futarchy-private-markets-long-arc
teleo:extract/2026-02-26-futardio-launch-fitbyte
teleo:extract/2026-03-09-rambo-xbt-x-archive
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:extract/2024-02-20-futardio-proposal-develop-multi-option-proposals
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2023-02-00-pmc-cost-effectiveness-homecare-systematic-review
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teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model
teleo:extract/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li
teleo:extract/2024-09-19-commonwealth-fund-mirror-mirror-2024
teleo:extract/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-02-01-traceabilityhub-digital-provenance-content-authentication
teleo:extract/2025-10-14-futardio-launch-avici
teleo:extract/2026-03-05-futardio-launch-insert-coin-labs
teleo:clay/research-2026-03-11
teleo:extract/2026-03-04-futardio-launch-send-arcade
teleo:extract/2026-03-03-futardio-launch-cloak
teleo:extract/2026-03-05-futardio-launch-git3
teleo:extract/2025-04-00-morgan-lewis-risk-adjustment-enforcement-focus
teleo:extract/2026-02-26-citadel-securities-contra-citrini-rebuttal
teleo:extract/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo
teleo:extract/2026-03-03-futardio-launch-digifrens
teleo:extract/2026-02-25-futardio-launch-fancy-cats
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2026-01-01-alixpartners-ai-creative-industries-hybrid
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2026-03-00-solana-launchpad-competitive-landscape
teleo:extract/2026-01-20-polymarket-cftc-approval-qcx-acquisition
teleo:extract/2025-00-00-nhs-england-waiting-times-underfunding
teleo:extract/2026-03-03-futardio-launch-futardio-cult
teleo:extract/2025-00-00-mats-ai-agent-index-2025
teleo:extract/2026-03-09-pineanalytics-x-archive
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2026-03-07-futardio-launch-nexid
teleo:extract/2026-02-03-futardio-launch-hurupay
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
teleo:extract/2026-03-03-futardio-launch-milo-ai-agent
teleo:extract/2025-04-09-blockworks-ranger-ico-metadao-reset
teleo:extract/2026-03-04-futardio-launch-island
teleo:extract/2026-03-05-futardio-launch-torch-market
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:extract/2025-06-12-optimism-futarchy-v1-preliminary-findings
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2026-03-08-futardio-launch-seeker-vault
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta
teleo:extract/2025-07-24-aarp-caregiving-crisis-63-million
teleo:extract/2024-08-03-futardio-proposal-approve-q3-roadmap
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2026-01-00-mechanistic-interpretability-2026-status-report
teleo:extract/2025-03-26-crfb-ma-overpaid-1-2-trillion
teleo:extract/2026-03-05-futardio-launch-tridash
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:extract/2025-05-00-anthropic-interpretability-pre-deployment
teleo:extract/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards
teleo:extract/2025-00-00-singapore-3m-healthcare-system
teleo:extract/2026-03-07-futardio-launch-areal
teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
teleo:extract/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction
teleo:extract/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital
teleo:extract/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2026-03-05-futardio-launch-seyf
teleo:extract/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal
teleo:extract/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
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teleo:extract/2025-10-20-futardio-launch-zklsol
teleo:extract/2026-03-03-futardio-launch-salmon-wallet
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
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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
teleo:vida/collective-health
teleo:vida/agent-directory
teleo:leo/superorganism-reframe
teleo:clay/superorganism-synthesis
teleo:leo/foundations-audit
teleo:theseus/superorganism-claims
teleo:leo/architecture-as-claims
teleo:clay/entertainment-extractions
teleo:leo/failure-mode-claims
teleo:leo/synthesis-batch-4
teleo:rio/theseus-vehicle-design
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
teleo:rio/launch-mechanism-claims
teleo:vida/bessemer-health-ai-2026
teleo:leo/cleanup-duplicates-and-domain-fields
teleo:inbox/aschenbrenner-situational-awareness
teleo:leo/synthesis-review-rule
teleo:leo/synthesis-batch-2
teleo:leo/archive-standardization
teleo:rio/doppler-extraction
teleo:leo/restore-musings-claude-md
teleo:theseus/dario-anthropic-extraction
teleo:leo/musings-architecture
teleo:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/noahopinion-extraction
teleo:theseus/noahopinion-extraction
teleo:rio/navigation-layer-cleanup
teleo:theseus/navigation-layer
teleo:vida/nav-layer-fixes
teleo:theseus/anthropic-pentagon-claims
teleo:m3taversal/prometheus-845f10fb
teleo:rio/all-changes-require-pr
teleo:rio/omnipair-team-package
teleo:rio/leverage-omnipair-enrichment
teleo:vida/seed-health-domain
teleo:leo/synthesis-batch-1
teleo:rio/pentagon-agent-trailer-convention
teleo:clay/entertainment-seed
teleo:rio/metadao-q4-pine-analytics
teleo:rio/skill-upgrade-source-ingestion
teleo:rio/ai-intelligence-crisis-mar2026
teleo:rio/theia-ifs-claims-mar2026
teleo:rio/omnipair-enrichments-feb2026
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| f05de88e00 | Merge branch 'main' into extract/2025-07-30-usc-schaeffer-meteoric-rise-medicare-advantage | |||
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6893bf227e |
vida: extract claims from 2025-07-30-usc-schaeffer-meteoric-rise-medicare-advantage.md
- Source: inbox/archive/2025-07-30-usc-schaeffer-meteoric-rise-medicare-advantage.md - Domain: health - Extracted by: headless extraction cron Pentagon-Agent: Vida <HEADLESS> |
1 changed files with 16 additions and 1 deletions
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@ -7,9 +7,14 @@ date: 2025-07-30
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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: null-result
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priority: high
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tags: [medicare-advantage, enrollment-growth, beneficiary-savings, health-affairs, political-economy]
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processed_by: vida
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processed_date: 2025-07-30
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enrichments_applied: ["value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk.md", "CMS 2027 chart review exclusion targets vertical integration profit arbitrage by removing upcoded diagnoses from MA risk scoring.md", "four competing payer-provider models are converging toward value-based care with vertical integration dominant today but aligned partnership potentially more durable.md"]
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "Extracted two claims: (1) the political economy lock-in mechanism that makes MA reform impossible despite overpayments, and (2) the structural reversal of Medicare's enrollment default. Both are novel propositions not covered in existing claims. Applied three enrichments to existing claims about value-based care transitions, CMS reform efforts, and payer-provider models. The political economy insight (concentrated benefit/diffuse cost) is the key extractable mechanism—it explains MA persistence better than policy analysis alone. This source provides the essential counter-narrative to the overpayment critique by quantifying genuine beneficiary value."
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---
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## Content
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@ -54,3 +59,13 @@ tags: [medicare-advantage, enrollment-growth, beneficiary-savings, health-affair
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PRIMARY CONNECTION: [[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]]
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WHY ARCHIVED: Essential counter-narrative — completes the picture by showing why MA persists despite overpayments. The beneficiary savings are real, not just industry PR.
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EXTRACTION HINT: The political lock-in mechanism (concentrated benefit/diffuse cost) is the most extractable insight — it explains the political economy of MA reform better than any policy analysis.
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## Key Facts
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- Medicare enrollment: 80% traditional Medicare (2006) → 54% MA (2025)
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- 33 million beneficiaries in MA as of 2025
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- Typical MA enrollee saves 18-24% on out-of-pocket costs vs traditional Medicare
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- Average beneficiary savings: ~$140/month
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- 98%+ of MA enrollees in zero-premium MA-PD plans
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- Annual MA overpayments: $84 billion (approximately 20% above FFS equivalent)
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- MA includes dental, vision, hearing benefits not covered in traditional Medicare
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