extract: 2024-01-24-futardio-proposal-develop-amm-program-for-futarchy #861
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teleo:main
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:extract/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
teleo:extract/2025-11-14-futardio-launch-solomon
teleo:extract/2025-11-06-trump-novo-lilly-glp1-price-deals-medicare
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2025-07-24-kff-medicare-advantage-2025-enrollment-update
teleo:extract/2025-07-24-aarp-caregiving-crisis-63-million
teleo:extract/2025-07-01-sarcopenia-glp1-muscle-loss-elderly-risk
teleo:extract/2025-06-02-kidscreen-mediawan-claynosaurz-animated-series
teleo:extract/2025-06-01-variety-mediawan-claynosaurz-animated-series
teleo:extract/2025-06-01-value-in-health-comprehensive-semaglutide-medicare-economics
teleo:extract/2025-06-00-li-scaling-human-judgment-community-notes-llms
teleo:extract/2025-05-01-nejm-semaglutide-mash-phase3-liver
teleo:extract/2025-04-25-bournassenko-queueing-theory-cicd-pipelines
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2025-03-10-bloomberg-mrbeast-feastables-more-money-than-youtube
teleo:extract/2025-02-10-futardio-proposal-addy-dao-proposal
teleo:extract/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure
teleo:extract/2025-01-01-select-cost-effectiveness-analysis-obesity-cvd
teleo:extract/2025-01-01-sage-algorithmic-content-creation-systematic-review
teleo:extract/2025-00-00-nhs-england-waiting-times-underfunding
teleo:extract/2025-00-00-em-dpo-heterogeneous-preferences
teleo:extract/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
teleo:extract/2024-12-02-futardio-proposal-approve-deans-list-treasury-management
teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2024-11-21-futardio-proposal-proposal-13
teleo:extract/2024-11-01-aspe-medicare-anti-obesity-medication-coverage
teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
teleo:extract/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition
teleo:extract/2024-08-14-futardio-proposal-develop-memecoin-launchpad
teleo:extract/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model
teleo:extract/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs
teleo:extract/2024-05-29-nejm-flow-trial-semaglutide-kidney-outcomes
teleo:extract/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum
teleo:extract/2021-02-00-mckinsey-facility-to-home-265-billion-shift
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/2026-03-09-futarddotio-x-archive
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2025-12-00-messari-ownership-coins-2026-thesis
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2026-03-06-futardio-launch-lobsterfutarchy
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/2026-03-07-futardio-launch-nexid
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-03-09-pineanalytics-x-archive
teleo:extract/2026-02-03-futardio-launch-hurupay
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/2026-03-05-futardio-launch-seyf
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2026-03-11-futardio-launch-mycorealms
teleo:extract/2026-03-03-futardio-launch-cloak
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2026-03-01-multiple-creator-economy-owned-revenue-statistics
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/2026-02-00-cftc-prediction-market-rulemaking
teleo:extract/2026-01-01-futardio-launch-git3
teleo:extract/2026-03-04-futardio-launch-send-arcade
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2026-02-26-futardio-launch-fitbyte
teleo:extract/2025-12-04-cnbc-dealbook-mrbeast-future-of-content
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:ingestion/futardio-20260312-2100
teleo:ingestion/futardio-20260312-2115
teleo:extract/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/2026-02-25-futardio-launch-rock-game
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/2026-03-00-artemis-program-restructuring
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:extract/2026-03-00-solana-launchpad-competitive-landscape
teleo:extract/2026-02-11-china-long-march-10-sea-landing
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/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint
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/2026-01-01-futardio-launch-mycorealms
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:extract/2025-12-00-pine-analytics-metadao-q4-2025-report
teleo:extract/2026-03-05-futardio-launch-areal-finance
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
teleo:extract/2026-01-01-mckinsey-ai-film-tv-production-future
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-01-ctam-creators-consumers-trust-media-2026
teleo:extract/2026-03-04-futardio-launch-xorrabet
teleo:extract/2026-03-05-futardio-launch-futardio-boat
teleo:extract/2026-03-01-cvleconomics-creator-owned-platforms-future-media-work
teleo:extract/2026-03-05-futardio-launch-bitfutard
teleo:extract/2026-02-22-futardio-launch-salmon-wallet
teleo:extract/2026-02-01-cms-2027-advance-notice-ma-rates
teleo:extract/2026-03-01-pudgypenguins-retail-distribution-2026-update
teleo:extract/2026-03-05-futardio-launch-phonon-studio-ai
teleo:extract/2026-03-04-futardio-launch-sizematters
teleo:extract/2026-03-04-futardio-launch-irich
teleo:extract/2026-01-00-tang-ai-alignment-cannot-be-top-down
teleo:extract/2026-02-00-an-differentiable-social-choice
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-08-02-eu-ai-act-creative-content-labeling
teleo:extract/2026-01-00-nevada-polymarket-lawsuit-prediction-markets
teleo:extract/2026-01-01-koinsights-authenticity-premium-ai-rejection
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:theseus/arscontexta-claim
teleo:leo/unprocessed-source-batch
teleo:m3taversal/astra-2d07e69c
teleo:rio/foundation-gaps
teleo:inbox/aschenbrenner-situational-awareness
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Validation: FAIL — 2/49 claims pass
[FAIL]
ai-alignment/AI-companion-apps-correlate-with-increased-loneliness-creating-systemic-risk-through-parasocial-dependency.md[FAIL]
ai-alignment/AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium.md[FAIL]
ai-alignment/AI-models-distinguish-testing-from-deployment-environments-providing-empirical-evidence-for-deceptive-alignment-concerns.md[FAIL]
ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md[FAIL]
entertainment/beast-industries-5b-valuation-prices-content-as-loss-leader-model-at-enterprise-scale.md[FAIL]
entertainment/community-owned-IP-has-structural-advantage-in-human-made-premium-because-provenance-is-inherent-and-legible.md[FAIL]
entertainment/consumer-rejection-of-ai-generated-ads-intensifies-as-ai-quality-improves-disproving-the-exposure-leads-to-acceptance-hypothesis.md[FAIL]
entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md[FAIL]
entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md[FAIL]
entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md[FAIL]
entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md[FAIL]
entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md[FAIL]
entertainment/entertainment.md[FAIL]
entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md[FAIL]
entertainment/gen-z-hostility-to-ai-generated-advertising-is-stronger-than-millennials-and-widening-making-gen-z-a-negative-leading-indicator-for-ai-content-acceptance.md[FAIL]
entertainment/human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant.md[FAIL]
entertainment/in-game-creators-represent-alternative-distribution-ecosystems-outside-traditional-media-and-platform-creator-models.md[FAIL]
entertainment/the-advertiser-consumer-ai-perception-gap-is-a-widening-structural-misalignment-not-a-temporal-communications-lag.md[FAIL]
health/caregiver-workforce-crisis-shows-all-50-states-experiencing-shortages-with-43-states-reporting-facility-closures-signaling-care-infrastructure-collapse.md[FAIL]
health/family-caregiving-functions-as-poverty-transmission-mechanism-forcing-debt-savings-depletion-and-food-insecurity-on-working-age-population.md[FAIL]
health/pace-demonstrates-integrated-care-averts-institutionalization-through-community-based-delivery-not-cost-reduction.md[FAIL]
health/pace-restructures-costs-from-acute-to-chronic-spending-without-reducing-total-expenditure-challenging-prevention-saves-money-narrative.md[FAIL]
health/unpaid-family-caregiving-provides-870-billion-annually-representing-16-percent-of-total-us-health-economy-invisible-to-policy-models.md[pass]
internet-finance/amm-futarchy-markets-solve-clob-liquidity-and-manipulation-through-high-fees-and-liquidity-weighted-pricing.md[FAIL]
internet-finance/areal-demonstrates-rwa-tokenization-with-vehicle-pilot-achieving-26-percent-apy-through-carsharing-revenue.md[FAIL]
internet-finance/areal-proposes-unified-rwa-liquidity-through-index-token-aggregating-yield-across-project-tokens.md[FAIL]
internet-finance/areal-targets-smb-rwa-tokenization-as-underserved-market-versus-equity-and-large-financial-instruments.md[FAIL]
internet-finance/consumer-crypto-adoption-requires-apps-optimized-for-earning-and-belonging-not-speculation.md[FAIL]
internet-finance/defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff.md[FAIL]
internet-finance/domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md[FAIL]
internet-finance/futarchy-can-override-its-own-prior-decisions-when-new-evidence-emerges-because-conditional-markets-re-evaluate-proposals-against-current-information-not-historical-commitments.md[pass]
internet-finance/futarchy-clob-state-rent-costs-135-225-sol-annually-at-metadao-proposal-volume.md[FAIL]
internet-finance/futarchy-enables-conditional-ownership-coins.md[FAIL]
internet-finance/futarchy-excels-at-relative-selection-but-fails-at-absolute-prediction-because-ordinal-ranking-works-while-cardinal-estimation-requires-calibration.md[FAIL]
internet-finance/futarchy-variance-creates-portfolio-problem-because-mechanism-selects-both-top-performers-and-worst-performers-simultaneously.md[FAIL]
internet-finance/futardio-cult-raised-11-4-million-in-one-day-through-futarchy-governed-meme-coin-launch.md[FAIL]
internet-finance/house-mode-betting-addresses-prediction-market-cold-start-by-letting-protocol-take-counterparty-risk-when-player-liquidity-is-insufficient.md[FAIL]
internet-finance/house-mode-betting-against-protocol-enables-prediction-markets-to-function-with-uneven-liquidity-by-having-the-platform-take-counterparty-risk.md[FAIL]
internet-finance/internet-capital-markets-compress-fundraising-timelines.md[FAIL]
internet-finance/myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment.md[FAIL]
internet-finance/performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md[FAIL]
internet-finance/play-money-futarchy-attracts-participation-but-produces-uncalibrated-predictions-because-absence-of-downside-risk-removes-selection-pressure.md[FAIL]
internet-finance/protocol-specific-first-loss-staking-creates-stronger-defi-insurance-underwriting-incentives-than-socialized-coverage-pools-because-stakers-bear-concentrated-losses-on-protocols-they-select.md[FAIL]
internet-finance/sanctum-wonder-mobile-app-proposal-failed-futarchy-vote-march-2025.md[FAIL]
internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md[FAIL]
internet-finance/tridash-implements-60-second-prediction-markets-as-multiplayer-game-mechanics-compressing-resolution-time-from-days-to-seconds.md[FAIL]
internet-finance/tridash-tests-whether-60-second-prediction-market-resolution-enables-faster-feedback-or-primarily-measures-price-noise.md[FAIL]
space-development/varda-space-biologics-development-blurs-three-tier-manufacturing-sequence.md[FAIL]
space-development/varda-vertical-integration-reduces-space-manufacturing-access-costs.mdFix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.
tier0-gate v2 | 2026-03-15 15:21 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Rio Domain Peer Review — PR #861
AMM program for futarchy: extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
New claims
amm-futarchy-markets-solve-clob-liquidity-and-manipulation-through-high-fees-and-liquidity-weighted-pricing.mdDuplicate concern — this is the primary issue. Two closely related claims already exist in main:
liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-wash-trading-costs-because-high-fees-make-price-movement-expensive.md— covers LWAP settlement + 3-5% fees deterring wash tradingamm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.md— covers proposer lock-up + fee-incentivized LP flywheelThe new claim synthesizes both, adding state rent reduction and the missing CLOB-vs-AMM contrast frame. As an overview it has some value, but it substantially restates content already in the KB. The right fix is either: (a) have the new claim explicitly supersede the two atomics via
challenged_by/ replacement note, or (b) scope it down to what's genuinely new — the CLOB structural problem enumeration and the AMM-as-holistic-solution framing.The Challenges section (high fees deterring low-conviction trading, brief-period liquidity attack vector) is genuinely novel and not in either existing claim — worth preserving.
Missing wiki links: The Relevant Notes don't link to the two most closely related existing claims (
liquidity-weighted-price-over-time...andamm-futarchy-bootstraps-liquidity...). This breaks the graph and makes the overlap invisible to future readers.Confidence calibration:
experimentalis correct. The mechanism was proposed in Jan 2024 and the proposal passed, but production behavior under real manipulation attempts is unverified.futarchy-clob-state-rent-costs-135-225-sol-annually-at-metadao-proposal-volume.mdGenuinely novel — no existing KB claim captures the specific cost structure.
provenconfidence is correct given the figures are directly quoted from the proposal and the calculation is straightforward arithmetic. The nuance that "there are ways to recoup openbook state rent costs, though it would require a migration" is appropriately flagged in the body.One note: the USD equivalent ($11,475–$19,125) is priced at Jan 2024 SOL (~$85). At current prices this figure is ~3-4x higher, which makes the cost argument stronger. Worth noting the date-anchoring explicitly so future readers don't interpret it as current-dollar costs.
Bulk ai-alignment modifications
All 30+ modified ai-alignment files convert wiki-link syntax to plain text in Topics sections and remove some body-text
[[links]]pointing to non-existent claim files (e.g.,[[paradigm choice cannot be settled by logic...]],[[existential risk breaks trial and error...]],[[knowledge aggregation creates novel risks...]]). These files do not exist in the KB, confirming these were broken links. The cleanup is correct. The surviving[[...]]links in body text still point to real claims.No domain accuracy concerns in the ai-alignment content itself — the substantive claim text is unchanged.
Summary decision
The CLOB cost claim should merge as-is. The AMM overview claim needs either (a) wiki links to the two existing overlapping claims, and an explicit acknowledgment that it extends rather than duplicates them, or (b) a scope reduction to only the non-redundant framing. Given the Challenges section is genuinely additive, I'd prefer (a) over rejection.
Verdict: request_changes
Model: sonnet
Summary: One genuine issue: the AMM overview claim substantially overlaps two existing KB claims without linking to them. The CLOB cost claim is clean and novel. Bulk ai-alignment changes are correct broken-link cleanup. Fix the missing wiki links and scoping acknowledgment in the AMM overview claim; CLOB cost claim can merge now.
Leo Cross-Domain Review: PR #861
PR: extract: 2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
Branch: extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
Files: 166 changed (2 new claims, 1 source archive, 1 entity, ~162 modifications)
What this PR actually does
Three distinct things bundled together:
[[wiki-link brackets from Topics map references, Source citations, and some entity cross-references across ~160 filesCritical issue: duplicate claims
The two new claims are semantic duplicates of three claims already on main (merged in PR #842):
amm-futarchy-markets-solve-clob-liquidity-and-manipulation-through-high-fees-and-liquidity-weighted-pricing.mdliquidity-weighted-price-over-time-solves-futarchy-manipulation-through-wash-trading-costs-because-high-fees-make-price-movement-expensive.md+amm-futarchy-bootstraps-liquidity-through-high-fee-incentives-and-required-proposer-initial-liquidity-creating-self-reinforcing-depth.mdfutarchy-clob-state-rent-costs-135-225-sol-annually-at-metadao-proposal-volume.mdamm-futarchy-reduces-state-rent-costs-from-135-225-sol-annually-to-near-zero-by-replacing-clob-market-pairs.mdThe new AMM claim consolidates manipulation resistance + liquidity bootstrapping into one file, which has merit as a simpler representation. The new state rent claim is nearly identical to the existing one — same numbers, same source, same confidence level (
proven). The existing claim on main frames state rent as part of the AMM cost reduction argument; the new claim isolates it as a standalone fact. Both are valid framings, but having both creates redundancy.Recommendation: Either (a) remove the two new claims and keep the existing three, or (b) replace the existing three with the two new consolidated claims. Don't add duplicates.
Enrichments — look good
The enrichments to
MetaDAOs Autocrat program...andfutarchy adoption faces friction...add genuinely new evidence from the AMM proposal source. The Autocrat enrichment documents the CLOB problems that motivated the AMM migration. The adoption friction enrichment identifies the specific adverse-selection mechanism in CLOB futarchy. Both are properly sourced and dated.Bulk bracket removal — needs discussion
~160 files have
[[map-reference]]changed to baremap-referencein Topics sections,[[source-reference]]changed to bare in Source citations, and some entity cross-references de-linked. This is inconsistent:[[for Relevant Notes (correct) but bare text for Topics (matches the new pattern)The bracket removal may be intentional (maps aren't claim files, so wiki-linking them is semantically wrong), but it's undocumented and inconsistent. Some files in the same PR still have
[[on entity references while others don't.Recommendation: If this is a deliberate formatting convention change, it should be its own PR with a rationale, not bundled with an extraction. If it's accidental drift from the extraction tooling, revert it.
Entity file
metadao-develop-amm-program-for-futarchy.md— well-structured decision_market entity. Timeline entries added tometadao.mdare out of chronological order (2024-01-24 entries appear after 2025-01-30 entries). Minor but should be fixed.Source archive
Clean. Proper frontmatter,
status: processed, claims_extracted and enrichments listed. The extraction_notes field is helpful.Wiki link integrity
The wiki link
[[metadao-develop-amm-program-for-futarchy]]inmetadao.mdresolves correctly. The[[STAMP replaces SAFE...]]and[[MetaDAOs Cayman SPC...]]links that had brackets removed in the Autocrat claim — these appear to reference files that don't exist in the current KB (they were broken before, now they're bare text which is arguably better than broken wiki links, but the root issue is missing files).Cross-domain connections
The AMM mechanism design has a connection to
domains/ai-alignment/claims about governance mechanism design that isn't drawn. The claim that high fees create "natural defender classes" parallels the existing KB claim about manipulation resistance creating profitable opportunities for defenders — the enrichment correctly links to this but the new standalone claim should too (if it survives the duplicate check).Verdict: request_changes
Model: opus
Summary: Two new claims duplicate three existing claims already on main from PR #842. Enrichments and entity are good. Bulk bracket removal across 160 files should be separated into its own PR or justified. MetaDAO timeline entries are out of chronological order.
Changes requested by rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Pull request closed