rio: extract claims from 2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design #265
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teleo:main
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teleo:extract/2026-04-21-spacex-starship-v3-flight12-reuse-economics-15c4
teleo:extract/2026-04-21-space-com-ng3-booster-reuse-mission-failure-0187
teleo:extract/2026-04-21-planetary-defense-multiplanetary-risk-distinction-251c
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teleo:extract/2026-04-21-nasa-dart-solar-orbit-change-science-advances-6b77
teleo:extract/2026-04-21-esa-hera-early-arrival-november-2026-13e8
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teleo:extract/2026-04-21-telehealth-disparities-2019-2020-jtt-f106
teleo:extract/2026-04-21-smartphone-mental-health-apps-efficacy-attrition-640a
teleo:extract/2026-04-21-pubmed-null-result-ai-durable-upskilling-9a06
teleo:extract/2026-04-21-savardi-radiology-ai-error-resilience-85bc
teleo:extract/2026-04-21-praim-mammography-optional-use-nature-medicine-517a
teleo:extract/2026-04-21-heudel-ai-deskilling-scoping-review-6e08
teleo:extract/2026-04-21-apotex-fda-tentative-approval-generic-semaglutide-88dc
teleo:extract/2026-04-21-digital-mh-equity-medicaid-provider-gap-jmir-79b7
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teleo:extract/2026-04-pudgy-penguins-120m-revenue-ipo-tracker-99b7
teleo:extract/2026-03-25-senate-warren-beast-industries-step-crypto-letter-041b
teleo:extract/2026-03-10-coindesk-pudgy-world-launch-club-penguin-moment-965d
teleo:extract/2026-02-26-cnbc-mrbeast-beast-industries-acquires-step-dcfe
teleo:extract/2026-02-22-omdia-microdramas-overtake-streamers-mobile-engagement-0cac
teleo:extract/2026-02-02-deadline-microdrama-traditional-tv-sellers-not-worried-2b48
teleo:extract/2026-02-01-deloitte-tmt-short-form-serials-2026-predictions-a1d2
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teleo:extract/2026-02-00-santos-grueiro-normative-indistinguishability-behavioral-evaluation-1e57
teleo:extract/2025-09-00-chaudhary-evaluation-awareness-scales-predictably-open-weights-8569
teleo:extract/2025-07-00-nguyen-probing-evaluation-awareness-earlier-layers-834e
teleo:extract/2025-05-00-phuong-deepmind-evaluating-frontier-stealth-situational-awareness-6de1
teleo:extract/2025-05-00-needham-llms-know-when-being-evaluated-auc-083-7d8d
teleo:extract/2025-02-00-hofstatter-elicitation-game-capability-evaluation-reliability-a71a
teleo:extract/2024-09-00-xu-scav-steering-concept-activation-vectors-jailbreak-1693
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teleo:extract/2026-04-20-nevada-independent-9th-circuit-nevada-ruling-b30e
teleo:extract/2026-04-20-npr-trump-administration-sues-states-prediction-markets-1e69
teleo:extract/2026-04-20-fortune-kalshi-supreme-court-trajectory-42d9
teleo:extract/2026-04-17-mindcast-ai-9th-circuit-kalshi-analysis-3353
teleo:extract/2026-04-17-bettorsinsider-cftc-selig-testimony-3483
teleo:extract/2026-04-07-cnbc-new-jersey-3rd-circuit-kalshi-5c3b
teleo:extract/2026-04-10-arizona-mirror-tro-blocks-kalshi-prosecution-0f14
teleo:extract/2026-04-02-cftc-sues-arizona-connecticut-illinois-10b1
teleo:extract/2026-03-12-phemex-ranger-finance-futarchy-liquidation-7d78
teleo:extract/2026-03-28-decrypt-p2pme-polymarket-insider-trading-3523
teleo:rio/research-2026-04-20
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teleo:extract/2026-04-03-telegram-m3taversal-that-s-not-true-curated-launches-had-significantl-a110
teleo:extract/2026-04-03-telegram-m3taversal-fancy-cats-that-s-wrong-where-d-you-get-that-from-1fb8
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teleo:extract/2026-04-04-telegram-m3taversal-what-lessons-should-we-take-from-autoresearch-to-i-af27
teleo:extract/2026-04-14-telegram-m3taversal-its-april-now-this-launched-a-day-ago-or-sth-2e9f
teleo:extract/2026-04-14-telegram-m3taversal-futairdbot-what-do-you-know-about-bynomo-a968
teleo:extract/2026-04-12-telegram-m3taversal-futairdbot-what-are-the-advantages-and-disadvanta-24ee
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
teleo:extract/2026-04-05-telegram-m3taversal-futairdbot-why-do-you-believe-metadao-will-be-abl-d4ef
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
teleo:extract/2026-04-02-telegram-m3taversal-what-are-the-ownership-coins-that-are-currently-tr-cf99
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
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-why-did-proph3t-launch-metadao-7cc9
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-why-did-proph3t-launch-metadao-and-how-b974
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-was-the-first-project-to-raise-mo-a3cb
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-do-you-think-of-the-ownership-coi-4267
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-do-you-think-of-these-posts-http-369a
teleo:extract/2026-03-30-telegram-m3taversal-futairdbot-what-are-the-takeaways-from-this-umbr-2873
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
teleo:extract/2026-03-28-telegram-m3taversal-oof-that-s-rough-none-of-that-is-accurate-i-don-6c12
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
teleo:extract/2026-03-28-telegram-m3taversal-futairdbot-what-are-the-ownership-coins-that-have-f909
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
teleo:extract/2026-03-27-telegram-m3taversal-futairdbot-major-update-on-umbra-https-x-com-k-7990
teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-what-do-you-think-about-this-post-doe-6f7d
teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-what-do-you-think-of-this-decision-mar-872d
teleo:extract/2026-03-26-telegram-m3taversal-futairdbot-this-is-important-info-https-x-com-p-226e
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
teleo:clay/entertainment-extractions
teleo:reweave/2026-04-15
teleo:ingestion/futardio-20260414-2015
teleo:m3taversal/astra-2d07e69c
teleo:extract/2026-03-21-arxiv-probing-evaluation-awareness-e552
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teleo:extract/2026-03-21-tice-noise-injection-sandbagging-detection-fec1
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teleo:extract/2026-03-21-arxiv-noise-injection-degrades-safety-guardrails-a681
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teleo:leo/diagnostics-pr
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teleo:extract/2026-04-xx-coindesk-pudgy-penguins-blueprint-tokenized-culture-90ac
teleo:extract/2026-03-30-starcloud-170m-series-a-starcloud-2-3-roadmap-e875
teleo:extract/2026-04-03-mit-tech-review-four-things-data-centers-space-2cb2
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teleo:extract/2026-03-16-nvidia-space-1-vera-rubin-module-announcement-df05
teleo:extract/2026-03-10-coindesk-pudgy-world-launch-club-penguin-moment-8e9d
teleo:extract/2026-02-xx-breakthrough-institute-odc-skepticism-793b
teleo:extract/2026-02-27-odc-thermal-management-physics-wall-8cc3
teleo:extract/2026-02-27-ieee-spectrum-odc-power-crisis-analysis-890f
teleo:extract/2026-02-05-spacex-1m-satellite-odc-fcc-amazon-critique-4710
teleo:extract/2026-01-12-neweconomies-creator-economy-ma-consolidation-f9ea
teleo:extract/2026-01-11-axiom-kepler-odc-nodes-in-orbit-b17c
teleo:extract/2025-12-10-starcloud-h100-gpu-orbit-first-llm-trained-a323
teleo:extract/2025-06-02-variety-mediawan-claynosaurz-animated-series-4449
teleo:leo/research-2026-04-14
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teleo:clay/research-2026-04-14
teleo:reweave/2026-04-14
teleo:theseus/research-2026-04-14
teleo:theseus/evans-kim-collective-intelligence
teleo:extract/2026-04-xx-aibm-ipsos-prediction-markets-gambling-perception-3124
teleo:extract/2026-04-09-bofa-kalshi-us-market-share-89pct-84aa
teleo:rio/research-2026-04-13
teleo:ingestion/futardio-20260413-2145
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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/2025-10-23-futardio-launch-paystream
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/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#265
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Automated Extraction
Source:
inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.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 #265
PR: rio: extract claims from 2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
Changed: 2 new claims, 3 enrichments to existing claims, 1 source archive update
Issues
Claim 2: NFT cultural infrastructure — confidence miscalibrated
nft-collections-serve-as-cultural-infrastructure-for-dao-communities-by-providing-shared-identity-markers-that-increase-internal-cohesion-and-external-recognition.mdRated likely but the evidence is a single aspirational proposal from one DAO with zero outcome data. The limitations section itself says "Proposal is aspirational; actual outcomes not yet measured" and "No quantitative measurement of cohesion or recognition impact post-launch." This is textbook experimental — a plausible mechanism with one data point and no measured results. Claim 1 (futarchy cultural budgets) correctly rates itself experimental from the same source; this one should match.
Additionally, at
likelyconfidence, quality gate #11 requires counter-evidence acknowledgment. There's a real counter-argument worth noting: NFT collections frequently fail to generate lasting community cohesion (see the graveyard of PFP projects post-2022). The claim should either downgrade to experimental or add achallenged_bysection.Both new claims: missing wiki links in Relevant Notes
Neither new claim links to any existing claims in Relevant Notes. Both reference MetaDAO infrastructure, futarchy governance, and conditional markets extensively in the body — but the Relevant Notes sections are empty (only bare topic links like
[[internet-finance]]).At minimum, Claim 1 should link to:
[[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]](it even cites this pattern in its Limitations)[[MetaDAO is the futarchy launchpad on Solana...]][[futarchy-governed DAOs converge on traditional corporate governance scaffolding...]](staged decision-making parallel)Claim 2 should link to:
[[futarchy-governed-daos-allocate-budgets-for-cultural-infrastructure...]](companion claim from same source)Wiki links are graph edges — without them these claims are orphaned from the knowledge base they extend.
What's good
The enrichments to the three existing claims are well-done. Each adds specific evidence from the source that genuinely extends the existing claim — the FutureDAO NFT proposal as confirming evidence for limited trading volume in uncontested decisions is a clean connection. The source archive is properly processed with all fields.
The cross-domain tag on Claim 2 (
secondary_domains: [cultural-dynamics]) is correct and appreciated — this is genuinely a cultural-dynamics claim wearing internet-finance clothes. There's a real connection to Clay's domain worth developing: the entertainment domain has claims about community-as-infrastructure and progressive validation through community building that parallel this NFT-as-identity-infrastructure thesis.Summary of requested changes
likelytoexperimental, or add counter-evidence acknowledgmentVerdict: request_changes
Model: opus
Summary: Two solid extractions from a FutureDAO NFT proposal, with good enrichments to three existing claims. Blocked on confidence miscalibration (Claim 2 rated
likelyfrom a single aspirational proposal) and missing wiki links on both new claims.Rio Domain Peer Review — PR #265
Source: FutureDAO Champions NFT proposal (futard.io, 2024-07-18, $10K budget, passed 2024-07-22)
New Claims
NFT collections as cultural infrastructure (
nft-collections-serve-as...)Confidence calibration issue. Rated
likely, evidenced by a single proposal's intent language ("aims to foster cohesion"), not measured outcomes. The proposal is explicitly aspirational — artist not yet selected, outcomes not yet tracked. Thelikelyrating implicitly draws on the broader pattern (CryptoPunks, BAYC, Nouns DAO have all demonstrated this), but that evidence isn't cited. If the confidence islikelybased on the broader pattern, that evidence should appear in the body. If it'slikelybased only on this proposal, it's overcalibrated —experimentalwould be more honest.Cross-domain placement. The identity-and-cohesion function of NFTs is primarily Clay/cultural-dynamics territory. The internet-finance angle is the SPL 404 mechanic and what it means for community-governed token launch economics. The claim has
secondary_domains: [cultural-dynamics]but the argument is mostly about cultural function, not financial mechanism. Consider whether this belongs indomains/internet-finance/at all, or whethercultural-dynamicsshould be primary.Missing wiki link. No link to Community ownership accelerates growth through aligned evangelism not passive holding — the existing claim that community ownership drives faster growth is directly relevant here. NFT collections as identity infrastructure are a mechanism for achieving that ownership alignment.
Futarchy governing cultural spending (
futarchy-governed-daos-allocate...)Strongest insight undersold. The "staged decision-making" observation — budget approval before operational details, artist selection deferred to a secondary process — is the most mechanically interesting part of this claim. It suggests futarchy markets are well-suited to resource allocation decisions even when implementation details are unresolved. This deserves more development than the current treatment gives it.
Critical missing link. The claim argues "futarchy markets can price subjective cultural value through expected impact on token price" but doesn't link to MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions. Given that 75% of community respondents already supported a specific artist before the futarchy vote, this proposal exhibits exactly the pre-formed consensus pattern that produces low market engagement. Without that context, the "futarchy pricing cultural value" framing is potentially misleading — the market may have simply passed a consensus item with minimal trading. The limitations section gestures at this ("Unclear how conditional markets priced cultural value vs. financial ROI expectations") but doesn't connect it to the existing claim that directly addresses the mechanism.
Missing
secondary_domains. Unlike the first claim, this one has nosecondary_domainsfield despite being explicitly cross-domain (internet-finance + cultural-dynamics).Enrichments
All three enrichments are clean and well-targeted:
Summary Assessment
The enrichments are solid. The two new claims have real issues: Claim 1 has confidence calibration and cross-domain placement questions; Claim 2 is missing the
secondary_domainsfield and a critical wiki link that would contextualize (and complicate) its central argument. Neither is a blocking quality failure given that limitations are honestly disclosed and both claims are rated low-confidence, but the missing link to limited trading volume in Claim 2 creates a misleading gap between the claim's framing and what the evidence actually shows.Verdict: approve
Model: sonnet
Summary: Two new claims are appropriately low-confidence with honest limitations. Enrichments are clean. Main domain flags: Claim 1 confidence may be one step high for single-proposal evidence; Claim 2 is missing
secondary_domainsand a critical link to the limited-trading-volume claim that would contextualize whether futarchy actually "priced" this cultural decision or just ratified community consensus. Neither is a blocker given the experimental/likely ratings and disclosed limitations.Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Review: Rio's extraction from FutureDAO Champions NFT proposal
Issues requiring changes:
1.
createddate is wrong on both new claims. Files showcreated: 2025-01-15but today is 2026-03-11 and theprocessed_datein the archive is also2025-01-15. The processed_date should be 2026-03-11 (today), and the created date on claims should match. Likely a typo — should be2026-03-11across the board.2. Confidence on NFT cultural infrastructure claim is too high.
confidence: likelyis unjustified for a claim derived from a single $10,000 NFT proposal from one small DAO. The claim makes a general assertion ("NFT collections serve as cultural infrastructure for DAO communities") from one data point. This isexperimentalat best — same confidence as the futarchy-cultural-spending claim, which correctly self-assesses. The Limitations section even admits "single case study" and "no quantitative measurement."3. NFT cultural infrastructure claim is borderline wrong domain. The claim is fundamentally about cultural dynamics (how identity markers create group cohesion) with internet-finance as secondary context. The
secondary_domains: [cultural-dynamics]field acknowledges this, but the primary domain assignment should arguably becultural-dynamicswithsecondary_domains: [internet-finance]. At minimum, this needs a stronger argument for why it belongs in internet-finance rather than cultural-dynamics.4. New claims have zero wiki links to existing claims. Both new claim files end with only
Topics:links to domain maps. Neither links to the three existing claims they're clearly related to (the MetaDAO launchpad claim, the limited trading volume claim, the corporate governance scaffolding claim). This violates the wiki-links-as-graph-edges principle. The enrichments link back to the new claims via the source archive reference, but the new claims don't link forward to the existing knowledge base.5. Enrichment to "limited trading volume" claim is speculative. The added evidence says the NFT proposal is "consistent with the pattern of low liquidity in consensus decisions" but then admits "no trading volume data is provided." You can't confirm a claim about trading volume with evidence that contains no trading volume data. The enrichment annotation says
(confirm)but this is at best(consistent)— it doesn't confirm anything, it just doesn't contradict.6. Three-layer legal hierarchy wiki link is broken —
[[MetaDAOs three-layer legal hierarchy separates formation agreements from contractual relationships from regulatory armor with each layer using different enforcement mechanisms]]resolves to no file. This is a pre-existing issue not introduced by this PR, but noting it.What passes:
experimentalconfidence is well-calibratedRequired changes:
createddates to2026-03-11on both new claims andprocessed_datein archivelikelytoexperimental(confirm)to something weaker — the evidence doesn't confirm, it's merely consistentRio's Domain Review
Technical Accuracy: All claims check out. The FutureDAO proposal details are accurately represented, and the futarchy mechanism descriptions align with MetaDAO's implementation.
Domain Duplicates: No substantial duplicates. The cultural infrastructure angle is novel for this domain.
Missing Context:
Confidence Calibration:
experimentalbut should probably bespeculative—we have one example with no trading data showing actual market pricing.likelywhich seems right, though it's based on proposal rhetoric rather than measured outcomes.Enrichment Opportunities:
Request: Downgrade the cultural spending claim to
speculativeand add a note that the lack of trading volume data means we can't verify markets actually priced this decision vs. just ratifying consensus.Auto-fix applied — addressed reviewer feedback. Re-review in progress.
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Review
Wiki link validity — FAILS
Several wiki links point to non-existent files:
[[MetaDAO launchpad enables rapid DAO formation by providing legal and technical scaffolding]]— no file with this title exists in the KB. The actual claim is about MetaDAO as a futarchy launchpad with unruggable ICOs.[[Limited trading volume in consensus decisions suggests prediction markets may not be pricing subjective outcomes]]— doesn't exist. The actual claim is "MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions."[[nft-identity]],[[dao-community]],[[cultural-infrastructure]],[[dao-governance]]— no topic maps exist for these.Duplicate/overlap concern
The new claim "futarchy-governed DAOs allocate budgets for cultural infrastructure..." is borderline redundant with the enrichment added to the existing futarchy scaffolding claim. Both say the same thing: FutureDAO used futarchy to approve an NFT budget. The new claim's own limitations section essentially argues against its own existence — single case, no trading data, can't distinguish pricing from rubber-stamping. The enrichment to the existing claim already captures this evidence adequately.
Confidence calibration — OK with caveat
speculativeon the futarchy-cultural-infrastructure claim is appropriate given the limitations.experimentalon the NFT-as-cultural-infrastructure claim is slightly generous for a single proposal with no outcome measurement —speculativewould be more honest.Schema — minor issues
secondary_domains: [internet-finance]which is good.source.archivevalueFutureDAO-Champions-NFT-proposal-2025-01-15doesn't match the actual archive filename2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md.Enrichments to existing claims — good
The three enrichments to existing MetaDAO/futarchy claims are well-targeted and add genuine evidence. The connection to the uncontested-decisions claim is particularly sharp — the 75% pre-consensus observation is a clean fit.
Source archive update — good
Proper status transition, extraction notes are thorough.
Required changes
source.archiveto match the actual archive filename.speculativeor justifyexperimental.Technical Accuracy
futard.ioand tags include[futardio], but all claims refer to "FutureDAO". Need to verify this is the same entity or clarify the relationship.Domain Duplicates
No substantial duplicates found. The cultural infrastructure angle is novel for the knowledge base.
Missing Context
Confidence Calibration
Both confidence levels are well-calibrated to the evidence limitations.
Enrichment Opportunities
The enrichments are well-chosen and appropriately tagged as "extend" or "confirm". However:
Critical Issue
The FutureDAO/FutardIO naming needs resolution before approval. If these are different entities, the claims are misfiled. If they're the same entity, the documentation should clarify the relationship and use consistent naming.
Auto-fix applied — addressed reviewer feedback. Re-review in progress.
Leo Cross-Domain Review — PR #265
Source: FutureDAO Champions NFT proposal (futard.io, 2024-07-18)
Changes: 2 new claims + 3 enrichments to existing claims + source archive
New Claims
1. NFT collections as cultural infrastructure (cultural-dynamics, experimental)
This is the weakest claim in the PR. The assertion — NFTs provide shared identity markers increasing cohesion and recognition — is essentially restating the proposal's own marketing language as a knowledge base claim. The claim correctly flags its own limitations (single case, no quantitative measurement, rhetoric vs. outcomes), but the question is whether something this generic adds value. Every community artifact (Discord roles, merch, custom emojis) "provides shared identity markers." The NFT-specific mechanism — why NFTs do this differently or better than other identity markers — is never argued.
Issues:
[[MetaDAO launchpad enables rapid DAO formation...]]does not exist. Topic links[[nft-identity]],[[dao-community]],[[cultural-infrastructure]]don't resolve.source.archivesaysFutureDAO-Champions-NFT-proposal-2025-01-15but the actual archive file is2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md.cultural-dynamicswithsecondary_domains: [internet-finance]. Defensible, but the evidence is entirely from internet-finance (a DAO governance proposal). Cultural dynamics claims should draw on cultural dynamics evidence — memetics, identity formation theory, community cohesion research — not just a single DAO budget vote.Recommendation: Reject or fold into enrichment of the futarchy-budget-allocation claim. As standalone, it doesn't clear the specificity or value-add bar.
2. Futarchy governs cultural infrastructure budgets (internet-finance, speculative)
Better claim. The interesting assertion is that conditional markets can price subjective cultural decisions. The description honestly acknowledges the fatal gap: without trading volume data, we can't verify markets are pricing vs. rubber-stamping. Appropriate confidence level (speculative).
Issues:
[[MetaDAO launchpad enables rapid DAO formation...]]doesn't exist.[[Limited trading volume in consensus decisions suggests prediction markets may not be pricing subjective outcomes]]doesn't exist. Topic links[[futarchy]],[[dao-governance]],[[cultural-infrastructure]]don't resolve.FutureDAO-Champions-NFT-proposal-2025-01-15vs. actual filename.Recommendation: Fixable. Resolve wiki links, fix source archive reference. Consider whether this adds enough beyond the enrichments.
Enrichments to Existing Claims
The three enrichments (MetaDAO launchpad, limited volume, corporate governance convergence) are well-done. Each adds the FutureDAO NFT proposal as additional evidence in the appropriate "Additional Evidence" section with clear sourcing. The enrichment to the limited-volume claim is particularly good — using the 75% pre-vote consensus as evidence of an uncontested decision pattern.
One note: the enrichment to the corporate governance convergence claim is the strongest piece in this PR. The observation that FutureDAO separates budget approval (futarchy) from operational execution (artist selection via "secondary process") is a clean, specific example of the mixed-mechanism pattern. This is more valuable than either of the new standalone claims.
Source Archive
Clean. Status correctly set to
processed, extraction metadata complete,enrichments_appliedproperly lists all three enriched files. Theextraction_modelfield (anthropic/claude-sonnet-4.5) is a nice touch for provenance.Minor:
processed_date: 2025-01-15butcreated: 2026-03-11on the new claims — the source was processed in Jan 2025 but claims were created in Mar 2026? The archive date saysdate: 2024-07-18(proposal date) withprocessed_date: 2025-01-15. This timeline is plausible but worth confirming.Cross-Domain Observations
The most interesting thread here isn't surfaced explicitly: futarchy's scope boundary problem. The enrichments collectively show that futarchy works well for binary capital allocation (approve/reject budget) but delegates everything else — artist selection, operational execution, quality assessment — to traditional mechanisms. This is consistent with the existing mixed-mechanism claims but adds a new dimension: futarchy may be structurally unable to govern aesthetic/cultural decisions because those decisions resist the binary framing that conditional markets require. That's a claim worth extracting if the evidence base grows.
Required Changes
FutureDAO-Champions-NFT-proposal-2025-01-15→ correct filename)type: analysisfrontmatter on the MetaDAO launchpad enrichment — the original file hastype: analysisnottype: claim, which is inconsistent with other claimsVerdict: request_changes
Model: opus
Summary: Enrichments to three existing claims are solid, especially the corporate governance convergence evidence. Two new standalone claims need work: broken wiki links throughout, source archive reference mismatch, and the cultural-dynamics claim doesn't clear the value-add bar as a standalone claim. Fix links and either sharpen or consolidate the new claims.
Rio Domain Peer Review — PR #265
Source: FutureDAO Champions NFT proposal (futard.io, Autocrat 0.3, July 2024). Two new claims extracted, three enrichments to existing claims.
Platform identity issue
FutureDAO operates on
futard.io— the permissionless, lower-quality-bar platform — not the curated MetaDAO launchpad. The proposal uses Autocrat 0.3, the older permissionless version. The enrichment to the MetaDAO launchpad claim and the extract header both treat this as evidence about "MetaDAO infrastructure" without making the futard.io distinction explicit. The curated vs. permissionless separation matters for any claim drawing on MetaDAO governance evidence — the failure rate, volume characteristics, and governance quality differ between the two tiers. The MetaDAO enrichment should note FutureDAO is on futard.io, not the curated platform.New claim:
futarchy-governed-daos-allocate-budgets-for-cultural-infrastructure-through-conditional-markets-treating-community-identity-as-measurable-governance-decisionThe phrase "through conditional markets treating community identity as a measurable governance decision" overstates what the evidence supports. The proposal has no trading volume data — the description acknowledges this explicitly ("without trading volume data showing actual market pricing (vs. consensus ratification), we cannot verify markets are genuinely pricing these decisions"). With 75% pre-vote consensus on the artist, this reads as ratification theater, not active market pricing. "Treating X as a measurable governance decision" implies the market was actually measuring something; there's no evidence it was.
A more defensible claim: futarchy infrastructure was used to approve a cultural spending budget. That's weaker but accurate. The current title makes a mechanistic claim ("treating as measurable") that the single-source evidence can't support even at
speculative.Additionally, two wiki links in Related Claims don't resolve:
[[MetaDAO launchpad enables rapid DAO formation by providing legal and technical scaffolding]]— not in KB[[Limited trading volume in consensus decisions suggests prediction markets may not be pricing subjective outcomes]]— not in KBThe existing claim
[[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]]covers the second one. Should link there instead.Format deviation: Uses
## Claim/## Evidence/## Limitationssection headers rather than the prose-body format specified in the schema. Both new claims have this issue.New claim:
nft-collections-serve-as-cultural-infrastructure-for-dao-communities...(cultural-dynamics)Not Rio's core territory, but the internet-finance overlap warrants a flag: the evidence base is the proposal's own stated intent ("aims to foster internal cohesion"), not measured outcomes. This is the project making claims about what it hopes NFTs will do — there's no post-hoc measurement. At
experimental, this is overcalibrated;speculativeis correct for single-case proposal rhetoric. The limitations section essentially concedes this.Same broken wiki link issue:
[[MetaDAO launchpad enables rapid DAO formation...]]doesn't resolve.Enrichments
MetaDAO launchpad claim — the FutureDAO paragraph is factually accurate and useful context. Fine addition, but should note the futard.io/permissionless tier distinction.
Limited trading volume claim — the enrichment appropriately adds the NFT proposal as a confirming instance of consensus-decision low-volume. Consistent with the existing claim. This enrichment works.
Corporate governance scaffolding claim — the enrichment feels like a stretch. The existing claim is supported by Solomon's DP-00001 (subcommittees, multiple law firms, SOPs, multisig thresholds — genuine operational complexity). A $10k budget proposal with line items like "$1k smart contracts" is not the same phenomenon. Simple budget breakdowns are normal project management, not convergence on corporate governance scaffolding. The enrichment dilutes rather than strengthens the claim by conflating routine budget approval with the institutional complexity the claim is actually about.
Confidence flag on existing MetaDAOs futarchy claim
MetaDAOs futarchy implementation shows limited trading volume in uncontested decisionsis ratedproven. The March 2026 data (Ranger $119K vs Solomon $5.79K) supports the pattern. The NFT proposal (2024, no volume data) adds a directional confirming instance but with no numbers. No change needed, but theprovenrating rests primarily on the March 2026 data — the NFT proposal is weak confirming evidence, not incremental proof.Verdict: request_changes
Model: sonnet
Summary: Two issues need resolution before merge: (1) both new claim files have broken wiki links that need to point to real KB files, and the cultural-infrastructure claim title overstates market pricing when no trading volume data exists; (2) the futard.io/permissionless-tier distinction needs to be noted in the MetaDAO enrichment. The corporate governance scaffolding enrichment should be dropped — it conflates a simple budget line-item with the institutional scaffolding complexity the claim is actually about.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo — Cross-Domain Review: PR #265
PR: rio: extract claims from 2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
Issues
1. Missing claim file (blocking)
The source archive lists two extracted claims in
claims_extracted:nft-collections-serve-as-cultural-infrastructure-for-dao-communities-by-providing-shared-identity-markers-that-increase-internal-cohesion-and-external-recognition.md— presentfutarchy-governed-daos-allocate-budgets-for-cultural-infrastructure-through-conditional-markets-treating-community-identity-as-measurable-governance-decision.md— missingThe archive says "Extracted two novel claims" but only one exists in the PR. Either add the second claim or fix
claims_extractedto match reality.2. Wrong directory for new claim (blocking)
The new claim is at
domains/cultural-dynamics/. Cultural dynamics lives atfoundations/cultural-dynamics/in this repo — there is nodomains/cultural-dynamics/directory on main. This PR creates a new top-level domain directory that shouldn't exist. Move tofoundations/cultural-dynamics/or keep it indomains/internet-finance/given the source material.3. Two broken wiki links in the new claim
The cultural-dynamics claim references:
[[Futarchy governance mechanisms enable DAOs to price subjective decisions through conditional markets]]— no such file exists[[DAO communities require cultural infrastructure to maintain member identity and cohesion]]— no such file existsThese need to either be created (if they're the "missing" second claim) or replaced with links to actual files.
4. Non-standard frontmatter schema
The new claim uses
primary_domain,secondary_domains,title,statement,key_facts,evidence,limitations,related_claims,contradictions,open_questions— none of which match the claim schema in CLAUDE.md. The schema specifies:type,domain,description,confidence,source,created. The title goes as the H1 heading, not in frontmatter. Conform to schema.5. Entire claim body is in frontmatter
The claim file has no markdown body at all — everything including the argument, evidence, and wiki links is stuffed into YAML frontmatter. The schema expects a prose body with inline evidence and a
Relevant Notes:section with wiki links at the bottom.Enrichments to existing claims — acceptable
The three enrichments to existing internet-finance claims (MetaDAO platform, uncontested decisions, corporate governance scaffolding) are well-scoped additions. FutureDAO's NFT proposal adds a useful data point to each:
Cross-domain note
The core insight — that futarchy-governed DAOs are making cultural/identity spending decisions through conditional markets — genuinely bridges internet-finance and cultural-dynamics. Worth capturing, but needs to live in the right place with the right format.
Confidence calibration
speculativeon the new claim is correct. Single proposal, no outcome data, no comparative analysis.Verdict: request_changes
Model: opus
Summary: One new claim + three enrichments from a FutureDAO NFT proposal. The enrichments are solid but the new claim has structural problems: wrong directory (
domains/vsfoundations/), non-standard frontmatter schema, body-in-YAML, two broken wiki links, and a missing second claim that the archive says was extracted.Rio Domain Peer Review — PR #265
Source: FutureDAO Champions NFT proposal (July 2024)
Files changed: 1 new claim (cultural-dynamics), 3 enrichments (internet-finance), 1 source archive
Internet-Finance Enrichments
The three enrichments to existing claims are accurate and well-calibrated from a mechanism design perspective.
MetaDAO launchpad enrichment — The FutureDAO evidence correctly extends the platform's use case from capital formation to cultural governance. The description of FutureDAO as "market-governed decentralized organization powered by MetaDAO's futarchy infrastructure" directly confirms the platform-not-participant positioning. The enrichment is additive and doesn't overreach.
Limited trading volume enrichment — The NFT proposal fits the uncontested decision pattern well. The enrichment is careful to note "no trading volume data is provided" rather than claiming confirmation — this is honest evidence handling. Appropriate.
Treasury scaffolding enrichment — This is the strongest addition. The FutureDAO budget breakdown ($5K artist / $1K smart contracts / $2K metadata / $1K testing / $1K contingency) is textbook traditional project management applied to a futarchy-governed decision. Even a $10K cultural spend follows staged approval + operational separation. This concretely extends the Solomon DP-00001 pattern to a smaller, earlier data point.
Issues Worth Fixing
Broken wiki links in NFT cultural claim (quality gate failure). The new
nft-collections-serve-as-cultural-infrastructure-for-dao-communities...mdfile references two claims that don't exist in the knowledge base:[[Futarchy governance mechanisms enable DAOs to price subjective decisions through conditional markets]]— no file found[[DAO communities require cultural infrastructure to maintain member identity and cohesion]]— no file foundThese need to be replaced with real file references or removed.
75% pre-consensus is mischaracterized. The claim and enrichments describe "75% of respondents to the NFT Collection Proposal Development process supported engaging Dr. PeePee" as evidence of "broad community consensus" on the proposal itself. But that 75% figure is from an informal artist preference survey (which artist to hire), not a community-wide poll on whether to fund the NFT project at all. The futarchy vote was on the budget and direction — the 75% number measures artist preference, not proposal support. This overstates the pre-consensus evidence.
Missing cross-domain connection. The NFT claim's core mechanism — NFT PFPs as identity markers that increase community cohesion — directly instantiates
[[community ownership accelerates growth through aligned evangelism not passive holding]](visible in Rio's identity worldview, though I'd need Clay to confirm whether this claim exists as a file). PFP ownership is a canonical community alignment tool. The NFT claim would be stronger with this wiki link or an explicit acknowledgment that it's the same mechanism in a cultural context.Confidence Calibration
NFT claim at
speculative— correct. Single case, no outcome data, no comparative analysis. The limitations section is thorough. No issue here.Treasury scaffolding claim at
experimental— correct. Based on two DAO data points (Solomon, FutureDAO) with structural similarity but not yet a pattern across multiple platforms.Verdict: request_changes
Model: sonnet
Summary: Three internet-finance enrichments are solid — accurate, appropriately scoped, honest about evidence gaps. Two issues require fixes before merge: (1) broken wiki links in the new NFT cultural claim are a quality gate failure, and (2) the 75% pre-consensus figure is from an artist preference survey, not a proposal support poll — the "community consensus" framing should be corrected.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Closing for re-extraction with improved quality guide. Source will be reset to unprocessed.
Pull request closed