Compare commits
base: teleo:baef59e8a7f07650bcfe50e0766e1be8ef832c9a
teleo:main
teleo:extract/2026-01-01-futardio-launch-git3
teleo:extract/2026-03-04-futardio-launch-send-arcade
teleo:extract/2026-03-07-futardio-launch-nexid
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium
teleo:extract/2026-02-26-futardio-launch-fitbyte
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/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:extract/2024-09-19-commonwealth-fund-mirror-mirror-2024
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/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2024-10-01-jams-eras-tour-worldbuilding-prismatic-liveness
teleo:extract/2026-03-11-futardio-launch-mycorealms
teleo:extract/2026-03-03-futardio-launch-cloak
teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2025-10-20-futardio-launch-zklsol
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2026-03-03-futardio-launch-digifrens
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/2025-10-14-futardio-launch-avici
teleo:extract/2026-03-01-multiple-creator-economy-owned-revenue-statistics
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2025-02-13-futardio-proposal-fund-the-drift-working-group
teleo:extract/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition
teleo:extract/2026-01-20-polymarket-cftc-approval-qcx-acquisition
teleo:extract/2026-03-09-pineanalytics-x-archive
teleo:extract/2025-00-00-nhs-england-waiting-times-underfunding
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-03-futardio-launch-versus
teleo:extract/2025-08-00-oswald-arrowian-impossibility-machine-intelligence
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2026-02-25-futardio-launch-rock-game
teleo:extract/2026-03-03-futardio-launch-salmon-wallet
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2025-04-09-blockworks-ranger-ico-metadao-reset
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent
teleo:extract/2026-02-00-cftc-prediction-market-rulemaking
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2026-03-09-mmdhrumil-x-archive
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2026-03-03-futardio-launch-manna-finance
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:extract/2026-03-00-artemis-program-restructuring
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2026-03-00-phys-org-europe-answer-to-starship
teleo:extract/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta
teleo:extract/2026-03-11-futardio-launch-git3
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2025-06-02-kidscreen-mediawan-claynosaurz-animated-series
teleo:extract/2025-12-00-messari-ownership-coins-2026-thesis
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation
teleo:extract/2026-03-06-futardio-launch-lobsterfutarchy
teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
teleo:extract/2026-02-00-yamamoto-full-formal-arrow-impossibility
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2026-03-05-futardio-launch-torch-market
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:extract/2026-03-00-solana-launchpad-competitive-landscape
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2025-07-24-kff-medicare-advantage-2025-enrollment-update
teleo:extract/2026-03-09-futarddotio-x-archive
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2025-10-15-futardio-proposal-lets-get-futarded
teleo:extract/2026-02-11-china-long-march-10-sea-landing
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:ingestion/futardio-20260312-1515
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2025-10-00-brookings-ai-physics-collective-intelligence
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2026-03-03-futardio-launch-the-meme-is-real
teleo:extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
teleo:extract/2024-02-20-futardio-proposal-develop-multi-option-proposals
teleo:extract/2025-11-00-operationalizing-pluralistic-values-llm-alignment
teleo:extract/2025-01-00-pal-pluralistic-alignment-learned-prototypes
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:extract/2024-10-30-futardio-proposal-swap-150000-into-isc
teleo:extract/2026-02-03-futardio-launch-hurupay
teleo:extract/2025-12-00-fullstack-alignment-thick-models-value
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:theseus/active-inference-claims
teleo:theseus/belief-disconfirmation-protocol
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-03-00-digital-asset-market-clarity-act-token-classification
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/2025-11-14-futardio-launch-solomon
teleo:extract/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
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/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2023-00-00-sciencedirect-flexible-job-shop-scheduling-review
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-seyf
teleo:extract/2025-06-01-variety-mediawan-claynosaurz-animated-series
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint
teleo:extract/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2019-00-00-whitt-what-you-should-know-about-queueing-models
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:rio/launchpet-claims
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/2024-08-03-futardio-proposal-approve-q3-roadmap
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/2026-01-01-futardio-launch-mycorealms
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2025-07-24-aarp-caregiving-crisis-63-million
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:extract/2025-02-00-agreement-complexity-alignment-barriers
teleo:extract/2025-12-00-pine-analytics-metadao-q4-2025-report
teleo:extract/2024-04-00-conitzer-social-choice-guide-alignment
teleo:extract/2026-03-05-futardio-launch-areal-finance
teleo:extract/2025-00-00-em-dpo-heterogeneous-preferences
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
teleo:extract/2025-03-10-bloomberg-mrbeast-feastables-more-money-than-youtube
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2024-12-02-futardio-proposal-approve-deans-list-treasury-management
teleo:extract/2021-02-00-mckinsey-facility-to-home-265-billion-shift
teleo:extract/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure
teleo:extract/2026-01-01-mckinsey-ai-film-tv-production-future
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-01-ctam-creators-consumers-trust-media-2026
teleo:extract/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development
teleo:extract/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs
teleo:extract/2023-11-18-futardio-proposal-develop-a-lst-vote-market
teleo:extract/2026-03-04-futardio-launch-xorrabet
teleo:extract/2024-11-00-ai4ci-national-scale-collective-intelligence
teleo:extract/2024-08-14-futardio-proposal-develop-memecoin-launchpad
teleo:extract/2026-03-05-futardio-launch-futardio-boat
teleo:extract/2021-02-00-pmc-japan-ltci-past-present-future
teleo:extract/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers
teleo:extract/2024-11-21-futardio-proposal-proposal-13
teleo:extract/2024-02-00-chakraborty-maxmin-rlhf
teleo:extract/2026-03-01-cvleconomics-creator-owned-platforms-future-media-work
teleo:extract/2025-06-00-li-scaling-human-judgment-community-notes-llms
teleo:extract/2026-03-05-futardio-launch-bitfutard
teleo:extract/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01
teleo:extract/2026-02-22-futardio-launch-salmon-wallet
teleo:extract/2026-02-01-cms-2027-advance-notice-ma-rates
teleo:extract/2026-03-01-pudgypenguins-retail-distribution-2026-update
teleo:extract/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum
teleo:extract/2026-03-05-futardio-launch-phonon-studio-ai
teleo:extract/2025-03-05-futardio-proposal-proposal-3
teleo:extract/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program
teleo:extract/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc
teleo:extract/2026-03-04-futardio-launch-sizematters
teleo:extract/2025-04-22-futardio-proposal-testing-v03-transfer
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn
teleo:extract/2026-03-04-futardio-launch-irich
teleo:extract/2026-01-00-tang-ai-alignment-cannot-be-top-down
teleo:extract/2025-01-01-sage-algorithmic-content-creation-systematic-review
teleo:extract/2026-02-00-an-differentiable-social-choice
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-08-02-eu-ai-act-creative-content-labeling
teleo:extract/2026-01-00-nevada-polymarket-lawsuit-prediction-markets
teleo:extract/2026-01-01-koinsights-authenticity-premium-ai-rejection
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:theseus/arscontexta-claim
teleo:leo/unprocessed-source-batch
teleo:m3taversal/astra-2d07e69c
teleo:rio/foundation-gaps
teleo:inbox/aschenbrenner-situational-awareness
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compare: teleo:f750df9ba2d444901fdf4513da0594cfebbbbee5
teleo:extract/2026-01-01-futardio-launch-git3
teleo:extract/2026-03-04-futardio-launch-send-arcade
teleo:extract/2026-03-07-futardio-launch-nexid
teleo:main
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium
teleo:extract/2026-02-26-futardio-launch-fitbyte
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/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:extract/2024-09-19-commonwealth-fund-mirror-mirror-2024
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/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2024-10-01-jams-eras-tour-worldbuilding-prismatic-liveness
teleo:extract/2026-03-11-futardio-launch-mycorealms
teleo:extract/2026-03-03-futardio-launch-cloak
teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2025-10-20-futardio-launch-zklsol
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2026-03-03-futardio-launch-digifrens
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/2025-10-14-futardio-launch-avici
teleo:extract/2026-03-01-multiple-creator-economy-owned-revenue-statistics
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2025-02-13-futardio-proposal-fund-the-drift-working-group
teleo:extract/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition
teleo:extract/2026-01-20-polymarket-cftc-approval-qcx-acquisition
teleo:extract/2026-03-09-pineanalytics-x-archive
teleo:extract/2025-00-00-nhs-england-waiting-times-underfunding
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-03-futardio-launch-versus
teleo:extract/2025-08-00-oswald-arrowian-impossibility-machine-intelligence
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2026-02-25-futardio-launch-rock-game
teleo:extract/2026-03-03-futardio-launch-salmon-wallet
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2025-04-09-blockworks-ranger-ico-metadao-reset
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent
teleo:extract/2026-02-00-cftc-prediction-market-rulemaking
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2026-03-09-mmdhrumil-x-archive
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2026-03-03-futardio-launch-manna-finance
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:extract/2026-03-00-artemis-program-restructuring
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2026-03-00-phys-org-europe-answer-to-starship
teleo:extract/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta
teleo:extract/2026-03-11-futardio-launch-git3
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2025-06-02-kidscreen-mediawan-claynosaurz-animated-series
teleo:extract/2025-12-00-messari-ownership-coins-2026-thesis
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation
teleo:extract/2026-03-06-futardio-launch-lobsterfutarchy
teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
teleo:extract/2026-02-00-yamamoto-full-formal-arrow-impossibility
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2026-03-05-futardio-launch-torch-market
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:extract/2026-03-00-solana-launchpad-competitive-landscape
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2025-07-24-kff-medicare-advantage-2025-enrollment-update
teleo:extract/2026-03-09-futarddotio-x-archive
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2025-10-15-futardio-proposal-lets-get-futarded
teleo:extract/2026-02-11-china-long-march-10-sea-landing
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:ingestion/futardio-20260312-1515
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2025-10-00-brookings-ai-physics-collective-intelligence
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2026-03-03-futardio-launch-the-meme-is-real
teleo:extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
teleo:extract/2024-02-20-futardio-proposal-develop-multi-option-proposals
teleo:extract/2025-11-00-operationalizing-pluralistic-values-llm-alignment
teleo:extract/2025-01-00-pal-pluralistic-alignment-learned-prototypes
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:extract/2024-10-30-futardio-proposal-swap-150000-into-isc
teleo:extract/2026-02-03-futardio-launch-hurupay
teleo:extract/2025-12-00-fullstack-alignment-thick-models-value
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:theseus/active-inference-claims
teleo:theseus/belief-disconfirmation-protocol
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-03-00-digital-asset-market-clarity-act-token-classification
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/2025-11-14-futardio-launch-solomon
teleo:extract/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
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/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2023-00-00-sciencedirect-flexible-job-shop-scheduling-review
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-seyf
teleo:extract/2025-06-01-variety-mediawan-claynosaurz-animated-series
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint
teleo:extract/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2019-00-00-whitt-what-you-should-know-about-queueing-models
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:rio/launchpet-claims
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/2024-08-03-futardio-proposal-approve-q3-roadmap
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/2026-01-01-futardio-launch-mycorealms
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2025-07-24-aarp-caregiving-crisis-63-million
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:extract/2025-02-00-agreement-complexity-alignment-barriers
teleo:extract/2025-12-00-pine-analytics-metadao-q4-2025-report
teleo:extract/2024-04-00-conitzer-social-choice-guide-alignment
teleo:extract/2026-03-05-futardio-launch-areal-finance
teleo:extract/2025-00-00-em-dpo-heterogeneous-preferences
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
teleo:extract/2025-03-10-bloomberg-mrbeast-feastables-more-money-than-youtube
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2024-12-02-futardio-proposal-approve-deans-list-treasury-management
teleo:extract/2021-02-00-mckinsey-facility-to-home-265-billion-shift
teleo:extract/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure
teleo:extract/2026-01-01-mckinsey-ai-film-tv-production-future
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-01-ctam-creators-consumers-trust-media-2026
teleo:extract/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development
teleo:extract/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs
teleo:extract/2023-11-18-futardio-proposal-develop-a-lst-vote-market
teleo:extract/2026-03-04-futardio-launch-xorrabet
teleo:extract/2024-11-00-ai4ci-national-scale-collective-intelligence
teleo:extract/2024-08-14-futardio-proposal-develop-memecoin-launchpad
teleo:extract/2026-03-05-futardio-launch-futardio-boat
teleo:extract/2021-02-00-pmc-japan-ltci-past-present-future
teleo:extract/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers
teleo:extract/2024-11-21-futardio-proposal-proposal-13
teleo:extract/2024-02-00-chakraborty-maxmin-rlhf
teleo:extract/2026-03-01-cvleconomics-creator-owned-platforms-future-media-work
teleo:extract/2025-06-00-li-scaling-human-judgment-community-notes-llms
teleo:extract/2026-03-05-futardio-launch-bitfutard
teleo:extract/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01
teleo:extract/2026-02-22-futardio-launch-salmon-wallet
teleo:extract/2026-02-01-cms-2027-advance-notice-ma-rates
teleo:extract/2026-03-01-pudgypenguins-retail-distribution-2026-update
teleo:extract/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum
teleo:extract/2026-03-05-futardio-launch-phonon-studio-ai
teleo:extract/2025-03-05-futardio-proposal-proposal-3
teleo:extract/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program
teleo:extract/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc
teleo:extract/2026-03-04-futardio-launch-sizematters
teleo:extract/2025-04-22-futardio-proposal-testing-v03-transfer
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn
teleo:extract/2026-03-04-futardio-launch-irich
teleo:extract/2026-01-00-tang-ai-alignment-cannot-be-top-down
teleo:extract/2025-01-01-sage-algorithmic-content-creation-systematic-review
teleo:extract/2026-02-00-an-differentiable-social-choice
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-08-02-eu-ai-act-creative-content-labeling
teleo:extract/2026-01-00-nevada-polymarket-lawsuit-prediction-markets
teleo:extract/2026-01-01-koinsights-authenticity-premium-ai-rejection
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:theseus/arscontexta-claim
teleo:leo/unprocessed-source-batch
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teleo:rio/foundation-gaps
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vida: extract from 2026-02-23-cbo-medicare-trust-fund-2040-insolvency.md
- Source: inbox/archive/2026-02-23-cbo-medicare-trust-fund-2040-insolvency.md - Domain: health - Extracted by: headless extraction cron (worker 2) Pentagon-Agent: Vida <HEADLESS> |
1 changed files with 18 additions and 1 deletions
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@ -7,9 +7,14 @@ date: 2026-02-23
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domain: health
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secondary_domains: []
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format: report
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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-solvency, trust-fund, cbo, big-beautiful-bill, fiscal-sustainability, demographics]
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processed_by: vida
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processed_date: 2026-03-11
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enrichments_applied: ["the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline.md", "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"]
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "Extracted two claims: (1) the 14-year reform window created by 2040 insolvency, emphasizing the fiscal collision of demographics + MA overpayments + tax cuts, and (2) Medicare's fiscal fragility demonstrated by the speed of solvency collapse. Enriched two existing claims with the fiscal constraint context. The core insight is that one tax bill erased 12 years of solvency, demonstrating how fiscally fragile Medicare is and how the 2040 deadline creates unavoidable pressure for structural reform."
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---
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## Content
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@ -55,3 +60,15 @@ tags: [medicare-solvency, trust-fund, cbo, big-beautiful-bill, fiscal-sustainabi
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PRIMARY CONNECTION: [[the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline]]
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WHY ARCHIVED: Critical fiscal context — the solvency timeline constrains all Medicare policy including MA reform, VBC transition, and coverage decisions.
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EXTRACTION HINT: The 2055→2040 collapse in one year is the extractable insight. It demonstrates Medicare's fiscal fragility and the interaction between tax policy and healthcare sustainability.
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## Key Facts
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- CBO March 2025 projection: Medicare HI Trust Fund solvent through 2055
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- CBO February 2026 projection: Medicare HI Trust Fund exhausted by 2040
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- Big Beautiful Bill signed July 2025
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- Benefit reductions: 8% in 2040, 10% by 2056 if trust fund exhausted
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- Baby boomers all 65+ by 2030
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- Working-age to 65+ ratio: 2.8:1 (2025) → 2.2:1 (2055)
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- OECD old-age dependency ratio: 31.3% (2023) → 40.4% (2050)
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- MA overpayments: $84B/year, $1.2T/decade
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- Potential MA benchmark reform savings: $489B
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