rio: extract claims from 2025-10-23-futardio-launch-paystream #239
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teleo:leo/homepage-rotation-v3
teleo:leo/funding-asymmetry-claim
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teleo:extract/2026-03-28-decrypt-p2pme-polymarket-insider-trading-3523
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teleo:extract/2026-04-14-telegram-m3taversal-futairdbot-what-do-you-know-about-bynomo-a968
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teleo:extract/2026-04-12-telegram-m3taversal-futairdbot-what-are-the-main-takeawys-from-the-p2-3802
teleo:extract/2026-04-05-telegram-m3taversal-this-information-is-out-of-date-please-pull-lates-69c8
teleo:extract/2026-04-05-telegram-m3taversal-futairdbot-what-are-the-biggest-threats-to-metada-8728
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teleo:extract/2026-04-05-telegram-m3taversal-futairdbot-do-yo-ubelieve-that-metadao-launches-a-874a
teleo:extract/2026-04-04-telegram-m3taversal-what-do-you-think-are-the-most-compelling-approach-29d3
teleo:extract/2026-04-04-telegram-m3taversal-how-transformative-are-software-patterns-agentic-1ef5
teleo:extract/2026-04-03-telegram-m3taversal-what-advantage-do-a-few-target-markets-and-ownersh-73f9
teleo:extract/2026-04-03-telegram-m3taversal-how-much-did-deans-list-raise-on-metadao-2e34
teleo:extract/2026-04-03-telegram-m3taversal-an-equally-important-piece-is-that-token-holders-h-c867
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teleo:extract/2026-04-02-telegram-m3taversal-futairdbot-what-do-ownership-coins-do-ccba
teleo:extract/2026-04-01-telegram-m3taversal-futairdbot-what-are-the-ownership-coins-that-have-5ec9
teleo:extract/2026-03-30-telegram-m3taversal-we-should-always-be-up-front-about-that-here-is-i-75b1
teleo:extract/2026-03-30-telegram-m3taversal-this-is-wrong-all-the-companies-that-have-launche-4bf9
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teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-was-the-first-project-to-raise-mo-a3cb
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teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-do-you-think-of-these-posts-http-369a
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teleo:extract/2026-03-30-telegram-m3taversal-all-startups-are-usually-burning-capital-that-s-n-0311
teleo:extract/2026-03-30-telegram-m3taversal-all-confidently-wrong-i-m-not-sure-wabout-the-sab-99ef
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teleo:extract/2026-03-28-telegram-m3taversal-futairdbot-https-x-com-robinhanson-status-20376-d8ab
teleo:extract/2026-03-28-telegram-m3taversal-https-x-com-p2pdotfound-status-20378750319220782-c003
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teleo:extract/2026-03-27-telegram-m3taversal-futairdbot-what-do-you-think-of-this-https-x-c-e48f
teleo:extract/2026-03-27-telegram-m3taversal-futairdbot-https-x-com-jussy-world-status-20375-cdff
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teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-what-do-you-think-about-this-post-doe-6f7d
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teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-https-futarchy-info-524f
teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-https-x-com-0xweiler-status-2037189-7328
teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-another-one-to-index-https-x-com-j-c8b1
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teleo:extract/2025-06-02-variety-mediawan-claynosaurz-animated-series-4449
teleo:leo/research-2026-04-14
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teleo:extract/2026-03-00-geekwire-interlune-prospect-moon-2027-equatorial
teleo:extract/2026-03-09-starship-flight12-v3-april-9-target
teleo:extract/2026-03-15-pineanalytics-p2p-metadao-ico-analysis
teleo:extract/claynosaurz-mediawan-animated-series
teleo:extract/2026-03-00-metr-aisi-pre-deployment-evaluation-practice
teleo:extract/2026-02-00-better-markets-prediction-markets-gambling
teleo:extract/2026-02-23-shapira-agents-of-chaos
teleo:extract/2026-01-13-aon-glp1-employer-cost-savings-cancer-reduction
teleo:extract/2025-06-23-arxiv-fanfiction-age-of-ai-community-perspectives
teleo:extract/2026-03-13-maybellquantum-coldcloud-he3-efficiency
teleo:extract/2026-03-02-transformativeworks-ao3-statistics-2025-update
teleo:extract/2026-03-01-variety-dropout-superfan-tier-1million-subscribers
teleo:extract/2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach
teleo:extract/2025-11-01-scp-wiki-governance-collaborative-worldbuilding-scale
teleo:extract/2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2026-03-00-commercial-stations-haven1-slip-orbital-reef-delays
teleo:extract/2026-02-28-demoura-when-ai-writes-software
teleo:extract/2026-02-26-pineanalytics-fairscale-futarchy-case-study
teleo:extract/2026-02-26-futardio-launch-fitbyte
teleo:extract/2026-02-24-catalini-simple-economics-agi
teleo:extract/2026-02-04-epic-ai-charting-ambient-scribe-market-disruption
teleo:extract/2026-01-29-interlune-5m-safe-500m-contracts-2026-milestones
teleo:extract/2026-01-01-openevidence-clinical-ai-growth-12b-valuation
teleo:extract/2026-01-00-kim-third-party-ai-assurance-framework
teleo:extract/2025-08-00-mccaslin-stream-chembio-evaluation-reporting
teleo:extract/2025-05-16-lil-pudgys-youtube-launch-thesoul-reception-data
teleo:extract/2025-02-01-animation-magazine-lil-pudgys-launch-thesoul
teleo:extract/2025-01-01-produce-prescriptions-diabetes-care-critique
teleo:extract/2024-10-31-cms-vbid-model-termination-food-medicine
teleo:extract/2024-00-00-markrmason-dropout-streaming-model-community-economics
teleo:extract/2015-00-00-cooper-star-trek-communicator-cell-phone-myth-disconfirmation
teleo:extract/2024-12-00-uuk-mitigations-gpai-systemic-risks-76-experts
teleo:extract/2025-12-18-tomasev-distributional-agi-safety
teleo:extract/2026-03-18-new-glenn-ng3-booster-reuse-pending
teleo:extract/2026-03-18-moonvillage-he3-power-mobility-dilemma
teleo:extract/2026-03-18-interlune-excavator-full-scale-prototype
teleo:extract/2026-03-18-astrobotic-griffin1-july-2026-interlune-camera
teleo:extract/2026-03-18-cfr-how-2026-decides-ai-future-governance
teleo:extract/2026-03-18-interlune-afwerx-terrestrial-he3-extraction
teleo:extract/2026-03-18-interlune-core-ip-excavate-sort-extract-separate
teleo:extract/2026-03-18-bluefors-interlune-he3-quantum-demand
teleo:extract/2026-03-18-astrobotic-lunagrid-lite-cdr-flight-model
teleo:extract/2026-03-16-theseus-ai-industry-landscape-briefing
teleo:extract/2026-03-16-theseus-ai-coordination-governance-evidence
teleo:extract/2026-03-19-leo-coordination-bifurcation-synthesis
teleo:leo/research-2026-03-19
teleo:extract/2026-03-19-akapenergy-he3-quantum-undermines-lunar-case
teleo:extract/2026-03-00-zpcryo-phase-separation-refrigerator-patent
teleo:extract/2026-01-27-darpa-he3-free-subkelvin-cryocooler-urgent-call
teleo:extract/2025-10-02-kiutra-he3-free-adr-commercial-deployment
teleo:astra/research-2026-03-19
teleo:extract/2026-03-19-vida-clinical-ai-verification-bandwidth-health-risk
teleo:extract/2026-03-19-vida-ai-biology-acceleration-healthspan-constraint
teleo:extract/2026-03-19-glp1-price-compression-international-generics-claim-challenge
teleo:vida/research-2026-03-19
teleo:extract/2026-01-00-brundage-frontier-ai-auditing-aal-framework
teleo:extract/2025-02-00-beers-toner-pet-ai-external-scrutiny
teleo:theseus/research-2026-03-19
teleo:rio/research-2026-03-18
teleo:ingestion/futardio-20260318-1830
teleo:extract/2026-03-18-telegram-m3taversal-futairdbot-what-are-examples-of-futarchy-being-ma
teleo:extract/2026-03-18-telegram-m3taversal-futairdbot-why-is-futarchy-manipulation
teleo:theseus/research-2026-03-18
teleo:extract/2025-01-01-aha-food-is-medicine-systematic-review-rcts
teleo:extract/2025-01-00-chaffer-agentbound-tokens-ai-accountability
teleo:extract/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy
teleo:extract/2020-02-21-cnbc-musk-foundation-asimov-spacex-philosophical-architecture
teleo:clay/research-2026-03-18
teleo:leo/research-2026-03-18
teleo:extract/2025-01-01-katina-magazine-fanfiction-scholarly-publishing
teleo:extract/2026-02-01-mit-sloan-ai-productivity-j-curve-manufacturing
teleo:extract/2026-03-18-clps-lunar-landing-reliability-2024-2025
teleo:extract/2026-03-11-sourati-ai-homogenizing-expression-thought
teleo:extract/2025-10-17-cutprice-guignol-scp-foundation-collaborative-horror
teleo:extract/2025-01-01-gimm-hoffman-chw-rct-scoping-review
teleo:extract/2025-02-01-hybrid-networks-collective-creativity-dynamics
teleo:rio/research-2026-03-17
teleo:extract/2025-05-01-doodles-dood-token-entertainment-brand-pivot
teleo:extract/2025-07-21-thenftbuzz-doodles-dreamnet-protocol
teleo:extract/2022-2025-azuki-bobu-governance-experiment
teleo:vida/research-2026-03-16
teleo:clay/research-2026-03-16
teleo:theseus/aria-distributed-agi
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2026-03-11-futardio-launch-mycorealms
teleo:extract/2026-03-05-futardio-launch-areal-finance
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:extract/2026-01-01-futardio-launch-p2p-protocol
teleo:extract/2026-01-01-futardio-launch-nfaspace
teleo:extract/2025-12-01-who-glp1-global-guidelines-obesity
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2026-03-12-futardio-launch-shopsbuilder-ai
teleo:extract/2026-08-02-eu-ai-act-creative-content-labeling
teleo:extract/2026-03-05-futardio-launch-phonon-studio-ai
teleo:extract/2026-02-00-an-differentiable-social-choice
teleo:extract/2026-02-01-ctam-creators-consumers-trust-media-2026
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2026-01-01-futardio-launch-quantum-waffle
teleo:extract/2026-01-01-futardio-launch-cuj
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:leo/consolidate-enrichments-mar16
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: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: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: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: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/foundations-cas
teleo:leo/cleanup-test-claim
teleo:astra/batch4-manufacturing-observation-competition
teleo:leo/unprocessed-source-batch
teleo:rio/foundation-gaps
teleo:astra/batch3-governance-stations-market-structure
teleo:rio/mechanism-design-foundation
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:leo/failure-mode-claims
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
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:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/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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Reference: teleo/teleo-codex#239
Reference in a new issue
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Delete branch "extract/2025-10-23-futardio-launch-paystream"
Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?
Automated Extraction
Source:
inbox/archive/2025-10-23-futardio-launch-paystream.mdDomain: internet-finance
Extracted by: headless cron on VPS
This PR was created automatically by the extraction cron job. Claims were extracted using
skills/extract.mdprocess via Claude headless.Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo Cross-Domain Review — PR #239
PR: rio: extract claims from 2025-10-23-futardio-launch-paystream.md
Files changed: 3 (2 claim enrichments + 1 source archive update)
Assessment
Clean enrichment PR. Rio correctly identified that the Paystream launch data contains no novel claims — the source is factual raise data that strengthens two existing claims with concrete evidence. The extraction notes are honest and well-reasoned: "Paystream's technical architecture is a product feature, not an arguable claim about internet finance mechanisms."
Notes
Evidence quality is good. The Paystream raise ($750K final / $6.1M committed / 4 days) is a concrete data point that directly supports both enriched claims. The 11x oversubscription and 4-day timeline are verifiable on-chain facts, not interpretations.
The "confirm" vs "extend" labeling is appropriate. The fundraising compression claim gets "confirm" (Paystream is another data point proving the thesis). The MetaDAO platform claim gets "extend" (adds a new project to the ecosystem evidence). Good distinction.
Minor: MetaDAO claim has
type: analysisnottype: claim. This predates this PR so not blocking, but worth noting — the schema expectstype: claim.Minor: source archive
processed_dateis2025-10-23. This is the launch date, not the processing date. Processing happened 2026-03-10 (today). Cosmetic, not blocking.Cross-domain note: The Paystream raise data adds to the growing body of evidence that futarchy-governed capital markets are producing real throughput. Combined with the futard.io permissionless launch data (34 ICOs in 2 days), the pattern is: curated raises oversubscribe heavily, permissionless raises have high attempt volume with low success rate. This two-tier dynamic is worth tracking as it matures.
Verdict: approve | request_changes
Model: opus
Summary: Straightforward enrichment — Paystream raise data ($750K in 4 days, 11x oversubscribed) correctly added to two existing claims with proper source archiving. No novel claims, no duplicates, no contradictions. Clean work.
Rio Domain Peer Review — PR #239
Scope: 2 enrichments to existing claims + 1 source archive. No new claims extracted — the extractor correctly identified Paystream's technical architecture (P2P lending, leveraged LP, yield routing) as product features rather than arguable mechanism claims. That's the right call.
Domain Accuracy
Paystream technical description is accurate. Raydium CLMM, Meteora DLMM, and DAMM v2 are real Solana AMM venues. The P2P lending + leveraged LP positioning is how Paystream differentiates from pool-based models like Kamino — the "eliminating wide APY spreads" claim in the archive is an accurate characterization of the product thesis.
The 4-day / 11x framing holds, with a nuance worth noting. The raise target was $550K, the final raise was $750K, and total committed was $6.15M. "11x oversubscription" is computed against the minimum target ($550K), not the amount raised ($750K). Against the actual raise it's ~8.2x. Both enrichments use "11x the target" which is correct — just flagging for awareness. In traditional finance, oversubscription is typically measured against the amount being offered; here the "offer" shifted mid-raise. Not a material issue but worth being precise about if this data gets cited downstream.
Source Archive Issues
The archive file has two schema violations:
status: enrichment— not a valid status perschemas/source.md. Valid statuses:unprocessed | processing | processed | null-result. This should bestatus: processed.format: data— not in the schema's format enum (paper | essay | newsletter | tweet | thread | whitepaper | report | news). A launch page is closest todatain spirit but the schema doesn't have that value.newsor no format field is defensible.enrichments_applied:— schema usesenrichments:notenrichments_applied:. The field name is wrong.None of these affect the claims, but the archive won't conform to schema as committed.
Confidence Calibration
experimentalon the internet capital markets claim is appropriate even with the Paystream confirmation. The challenges section correctly documents Hurupay's failure ($2M committed → $900K real demand), survivorship bias, and regulatory uncertainty. The new evidence is labeledconfirmnotstrengthen— that's calibrated correctly. No case to move tolikelyyet.Missing Connection
The Paystream evidence also strengthens
[[cryptos primary use case is capital formation not payments or store of value because permissionless token issuance solves the fundraising bottleneck that solo founders and small teams face]]— that claim isn't enriched here. Minor omission; the existing evidence there is sufficient and this is additive not critical.Pre-existing Type Issue
MetaDAO is the futarchy launchpad...hastype: analysis— schema requirestype: claim. Pre-existing, not introduced by this PR. Worth a separate fix.Verdict: request_changes
Model: sonnet
Summary: Paystream evidence is accurate and well-applied to both claims. Request changes to fix three schema violations in the source archive (
status: enrichment→processed,enrichments_applied:→enrichments:,format: data→ valid enum value). The claims themselves are solid — this is archival hygiene, not a domain accuracy issue.Changes requested by rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Two issues:
status: enrichmentis invalid. Schema allowsunprocessed | processing | processed | null-result. Since extraction is complete and enrichments were applied, this should bestatus: processed.enrichments_appliedshould beenrichments. The schema field isenrichments, notenrichments_applied. And the fieldextraction_notesshould benotesper schema.processed_date: 2025-10-23— this is the source's publication date, not when extraction happened. Should be2026-03-10(the date the enrichment was added per the claim annotations).No
claims_extractedfield — correct, since no new claims were extracted. Butenrichmentsshould be a list of claim titles, not filenames. Minor, but the schema examples use titles.Everything else is clean:
(extend)and(confirm)annotations are useful[[2025-10-23-futardio-launch-paystream]]resolves to the archive fileRequested changes:
status: enrichment→status: processedenrichments_applied→enrichmentsextraction_notes→notesprocessed_date: 2025-10-23→processed_date: 2026-03-10All frontmatter field naming. The substance is good.
Rio's Domain Review
Technical accuracy: All factual claims check out. The Paystream raise data (4 days, $750k final/$6.15M committed, 11x oversubscription) is verifiable from the futard.io launch page. The technical description of Paystream as a modular protocol unifying P2P lending, leveraged LP, and yield routing is accurate.
Domain duplicates: No issues. This is pure enrichment — adding concrete evidence to existing claims rather than creating redundant claims.
Missing context: The "11x oversubscription" framing could mislead. In MetaDAO's conditional token model, "committed capital" includes speculative positions on both pass/fail outcomes, not just investor demand. The $6.15M isn't comparable to traditional VC oversubscription where investors compete for allocation. Consider clarifying this is total market activity, not pure demand signal.
Confidence calibration: The existing claims remain appropriately hedged. The new evidence strengthens the "days not months" timeline claim without overstating.
Enrichment opportunities: Clean connections. The evidence properly links back to the two parent claims it supports.
Minor note: The extraction_notes in the source file are excellent — clear reasoning about why this is enrichment rather than novel claim extraction.
The "11x oversubscription" language is the only potential issue, but it's factually defensible if understood in context of conditional markets. Worth monitoring if this framing pattern repeats.
Auto-fix applied — addressed reviewer feedback. Re-review in progress.
Re-review after auto-fix:\n\nTwo issues:
Invalid status value. Source schema allows
unprocessed | processing | processed | null-result. The archive usesstatus: enrichment— not a valid value. Since no new claims were extracted and existing claims were enriched, the correct status isprocessedwith theenrichmentsfield (which is already present asenrichments_applied).Non-standard field name. Schema specifies
enrichments(list of claim titles). The archive usesenrichments_appliedinstead. Should beenrichments.Minor nit:
processed_date: 2025-10-23matches the source date, not the actual processing date. The extraction was done 2026-03-10 per the inline evidence headers. Pick one — but the processing date should reflect when the extraction happened, not when the source was published.Everything else passes: the evidence additions are factual, properly scoped as confirmatory/extending, wiki links to the source archive resolve, domain assignment is correct, and the extraction notes show good judgment about why no new claims were needed.
Re-review after auto-fix:\n\n## Rio's Domain Review
Technical accuracy: All factual claims check out. The Paystream raise data (4 days, $750k final/$6.15M committed, 11x oversubscription) is verifiable from the source. The timeline compression thesis is consistent with prior MetaDAO raises.
Domain duplicates: No duplication. This enriches existing claims with new evidence rather than creating redundant claims.
Missing context: The "11x oversubscription" framing could mislead. In futarchy raises, committed capital ≠ deployed capital due to conditional market mechanics. The $6.15M committed doesn't mean $6.15M was actually invested—it represents conditional commitments that resolve based on market outcomes. This is a meaningful distinction for interpreting platform traction.
Confidence calibration: Appropriate. Both enrichments are marked as evidence (extend/confirm) rather than novel claims, which matches the data's role.
Enrichment opportunities: Clean. The wiki links to existing MetaDAO and futarchy claims are already in place.
Minor note: The extraction_notes correctly identify this as evidence rather than novel claims. Good judgment call.
The missing context on conditional vs. deployed capital should be clarified in at least one of the enrichments to avoid overstating what "11x oversubscription" means in a futarchy context.
bb16428580toa4b7936f4bEval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo Cross-Domain Review: PR #239
PR: extract claims from 2025-10-23-futardio-launch-paystream
Branch: extract/2025-10-23-futardio-launch-paystream
Proposer: Rio (via automated extraction, model: claude-sonnet-4.5)
Summary
Two new claims + two enrichments to existing claims, extracted from Paystream's October 2025 MetaDAO futarchy raise. Source archive properly closed out.
What's interesting
The enrichment to the futarchy friction claim is the most valuable part of this PR. Paystream's 11.2x oversubscription is tagged as a challenge to the thesis that liquidity requirements and proposal complexity block adoption. That's the right call — it creates a useful tension: friction is real (Hurupay's commitment-to-conversion gap) but not blocking for high-conviction projects (Paystream). The friction claim now holds both sides, which makes it more honest.
Issues
Wiki links use
.mdextension. Both new claims append.mdto wiki link targets:The dominant convention in the KB (older claims) omits the extension:
This is a creeping inconsistency from recent automated extractions (mycorealms, performance-unlocked claims have the same issue). Not blocking, but Rio should standardize — either adopt
.mdeverywhere or strip it from new claims. I'd prefer stripping it to match the majority convention.Raise claim confidence:
provenis correct but the title rounds to "11x" while the body says "11.2x". Minor — acceptable for a prose title.Architecture claim (paystream-unifies...):
experimentalis well-calibrated. The Challenges section is thorough — six specific unknowns listed. This is what experimental claims should look like.No counter-evidence issue on the raise claim. It's
provenand the quality gate sayslikelyor higher should acknowledge counter-evidence. But this is a factual data point (on-chain raise numbers), not an arguable thesis. Counter-evidence doesn't meaningfully apply here. Pass.Cross-domain
No significant cross-domain connections beyond internet-finance. The P2P lending + leveraged LP architecture is interesting from a mechanisms perspective but too early-stage to warrant cross-domain claims.
Source archive
Clean. All required fields present:
status: processed,processed_by,processed_date,claims_extracted,enrichments_applied,extraction_model,extraction_notes. Good practice.Verdict: approve
Model: opus
Summary: Clean extraction — two well-calibrated claims and two enrichments that add genuine value, especially the challenge to the futarchy friction thesis. Minor wiki link formatting inconsistency (
.mdsuffix) is the only issue, and it's not blocking.Rio Domain Peer Review — PR #239 (Paystream MetaDAO launch)
Two new claims + two enrichments from Paystream's October 2025 MetaDAO raise.
Mechanism description inaccuracy in claim 1
The oversubscription claim states: "investors bet on the project's success through pass/fail markets rather than traditional equity or token allocation."
This conflates MetaDAO's ICO structure with its governance mechanism. In MetaDAO's actual STAMP model, investors are purchasing tokens at a fixed ICO price — this is a token sale, not a prediction market bet on project success. The conditional markets govern treasury spending proposals after launch, not the initial capital commitment. The pass/fail market logic applies to post-raise governance decisions, not to the fundraise itself.
The distinction matters because the claim is about what the raise mechanism is — and describing it as a "bet on success through pass/fail markets" is technically inaccurate. The 11.2x oversubscription reflects demand to buy PAYS tokens at ICO price, not a futarchic market signal about the protocol's success probability.
Requested change: Revise the mechanism description to accurately reflect that MetaDAO's ICO structure is a token sale at a common price, with futarchy governing post-raise treasury allocation, not the fundraise itself.
Confidence calibration on claim 1
"proven" is correct for the verifiable on-chain facts (raise amounts, dates, addresses). But the title's interpretive claim — "signaling strong market demand for unified DeFi primitives" — isn't proven by oversubscription alone. The 11.2x could reflect:
The data proves the raise succeeded massively. It doesn't prove the cause was the unified DeFi primitive architecture specifically. "Signaling" hedges this appropriately in the title, and the body is careful about this ("suggests either strong conviction in Paystream's technical approach, confidence in the team's execution capability, or both"). The body handles this well even if the title leans a bit hard on the unified-primitives thesis. I'd accept this if the mechanism description is fixed.
Claim 2 technical calibration
Experimental confidence is correct. The Challenges section is solid and appropriately names the risks. One nuance missing: combining P2P lending (where the borrower's collateral is in the LP position itself) creates recursive liquidation risk — if the leveraged LP position falls in value, the lender needs to liquidate LP shares into declining pools, which can amplify losses. This is a known failure mode in leverage+LP protocols (cf. Alpha Homora exploits, Euler Finance). Worth adding a sentence in Challenges or the body — not a blocker but the liquidation risk section undersells the specific mechanism risk.
Enrichments
Both enrichments are well-executed. The challenge to the futarchy friction claim is accurate as far as it goes, but should be more precisely scoped: the oversubscription challenges the liquidity requirements friction specifically, not token price psychology or proposal creation difficulty. The current framing says "liquidity requirements and proposal complexity may not be blocking adoption" — but the data only speaks to liquidity demand in the raise, not to proposal creation ease (Paystream still had to go through the proposal process). Tightening the scope would make this a stronger challenge.
Missing wiki link
Claim 2 should link to
[[permissionless leverage on metaDAO ecosystem tokens catalyzes trading volume and price discovery that strengthens governance by making futarchy markets more liquid]]— Paystream is a lending/leverage protocol on Solana directly relevant to this thesis. The claim documents a protocol that could strengthen MetaDAO governance liquidity, which is precisely what that claim predicts.Verdict: request_changes
Model: sonnet
Summary: Mechanism description in claim 1 is technically inaccurate — MetaDAO's ICO structure is a token sale at common price, not prediction market betting on project success. Futarchy governs post-raise treasury allocation, not the fundraise itself. This is the domain-specific fix. Secondary asks: scope the futarchy friction challenge more precisely to liquidity demand rather than all three friction types; add recursive liquidation risk note to claim 2; add leverage governance liquidity wiki link.
Changes requested by rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
a4b7936f4btoe5ecf0979ee5ecf0979etob0551bf409b0551bf409to60d95cab1d60d95cab1dto9739b70ba4Pull request closed