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teleo:main
teleo:astra/research-2026-03-22
teleo:extract/2026-03-22-stanford-harvard-noharm-clinical-llm-safety
teleo:extract/2026-03-22-obbba-medicaid-work-requirements-state-implementation
teleo:extract/2026-03-22-nature-medicine-llm-sociodemographic-bias
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teleo:extract/2026-03-22-cognitive-bias-clinical-llm-npj-digital-medicine
teleo:extract/2026-03-22-automation-bias-rct-ai-trained-physicians
teleo:extract/2026-03-22-arise-state-of-clinical-ai-2026
teleo:vida/research-2026-03-22
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teleo:extract/2026-03-12-metr-claude-opus-4-6-sabotage-review
teleo:extract/2026-01-17-charnock-external-access-dangerous-capability-evals
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teleo:extract/2025-12-00-aisi-frontier-ai-trends-report-2025
teleo:extract/2025-10-00-california-sb53-transparency-frontier-ai
teleo:extract/2025-08-00-eu-code-of-practice-principles-not-prescription
teleo:extract/2024-00-00-govai-coordinated-pausing-evaluation-scheme
teleo:extract/2025-02-13-aisi-renamed-ai-security-institute-mandate-drift
teleo:theseus/research-2026-03-22
teleo:extract/2026-03-21-dlnews-trove-markets-collapse
teleo:extract/2026-03-21-pineanalytics-metadao-q4-2025-report
teleo:extract/2026-03-21-shoal-metadao-capital-formation-layer
teleo:extract/2026-03-21-phemex-p2p-me-ico-announcement
teleo:extract/2026-03-21-federalregister-cftc-anprm-prediction-markets
teleo:extract/2026-03-21-phemex-hurupay-ico-failure
teleo:extract/2026-03-21-academic-prediction-market-failure-modes
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teleo:rio/research-2026-03-21
teleo:extract/2026-03-21-metadao-meta036-hanson-futarchy-research
teleo:rio/meta-036-hanson-research
teleo:theseus/research-2026-03-21
teleo:leo/research-2026-03-21
teleo:extract/2026-03-21-research-telegram-bot-strategy
teleo:extract/2026-03-21-metr-evaluation-landscape-2026
teleo:extract/2025-07-15-aisi-chain-of-thought-monitorability-fragile
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teleo:ingestion/futardio-20260321-0815
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teleo:extract/2024-01-31-starlab-90m-starship-contract-single-launch
teleo:astra/research-2026-03-21
teleo:extract/2026-03-21-obbba-rht-50b-rural-counterbalance-state-work-requirements
teleo:extract/2026-03-21-tirzepatide-patent-thicket-2041-glp1-bifurcation
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teleo:vida/research-2026-03-21
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teleo:rio/research-2026-03-20
teleo:rio/mtncapital-v2
teleo:rio/mtncapital-entity-and-evidence
teleo:extract/2026-03-20-bench2cop-benchmarks-insufficient-compliance
teleo:extract/2026-03-18-starship-flight12-v3-april-2026
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teleo:extract/2026-03-18-hks-governance-by-procurement-bilateral
teleo:leo/research-2026-03-20
teleo:ingestion/futardio-20260319-1945
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teleo:extract/claynosaurz-mediawan-animated-series
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teleo:extract/2025-06-23-arxiv-fanfiction-age-of-ai-community-perspectives
teleo:extract/2026-03-13-maybellquantum-coldcloud-he3-efficiency
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teleo:leo/research-2026-03-19
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teleo:theseus/research-2026-03-18
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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
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
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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
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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> |
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@ -7,9 +7,14 @@ date: 2026-02-23
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domain: health
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domain: health
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secondary_domains: []
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secondary_domains: []
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format: report
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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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priority: high
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tags: [medicare-solvency, trust-fund, cbo, big-beautiful-bill, fiscal-sustainability, demographics]
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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: ["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", "the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline.md"]
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "Extracted two claims: (1) the factual solvency collapse demonstrating fiscal fragility, and (2) the strategic implication as a forcing function for reform. Enriched two existing claims with fiscal timeline context. The speed of the collapse (12 years in one year) is the key extractable insight — it demonstrates Medicare's sensitivity to revenue changes and creates a concrete timeline for reform pressure."
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---
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---
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## Content
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## Content
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@ -55,3 +60,16 @@ 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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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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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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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 trust fund solvent through 2055
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- CBO February 2026 projection: Medicare trust fund exhausted by 2040
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- Big Beautiful Bill signed July 2025, reduced Medicare revenues from Social Security benefit taxation
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- Mandatory 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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- Aged 65+ population: 39.7M (2010) → 67M (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 savings from MA benchmark reduction: $489B
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