extract: 2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc #886
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teleo:extract/2026-01-01-futardio-launch-quantum-waffle
teleo:extract/2026-01-13-aon-glp1-employer-cost-savings-cancer-reduction
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:extract/2026-01-01-koinsights-authenticity-premium-ai-rejection
teleo:extract/2026-01-01-futardio-launch-p2p-protocol
teleo:extract/2026-01-01-futardio-launch-nfaspace
teleo:extract/2026-01-01-futardio-launch-mycorealms
teleo:extract/2026-01-01-futardio-launch-p2p
teleo:extract/2026-01-01-futardio-launch-cuj
teleo:extract/2026-01-00-nevada-polymarket-lawsuit-prediction-markets
teleo:extract/2025-12-23-cms-balance-model-glp1-obesity-coverage
teleo:extract/2025-12-23-jama-cardiology-select-hospitalization-analysis
teleo:extract/2025-12-01-who-glp1-global-guidelines-obesity
teleo:extract/2025-11-14-futardio-launch-solomon
teleo:extract/2025-11-06-trump-novo-lilly-glp1-price-deals-medicare
teleo:extract/2025-12-00-javacodegeeks-reactive-programming-backpressure-stream-processing
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2025-10-18-futardio-launch-loyal
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:extract/2025-07-01-sarcopenia-glp1-muscle-loss-elderly-risk
teleo:extract/2025-06-01-value-in-health-comprehensive-semaglutide-medicare-economics
teleo:extract/2025-05-01-nejm-semaglutide-mash-phase3-liver
teleo:extract/2025-03-17-norc-pace-market-assessment-for-profit-expansion
teleo:extract/2025-04-25-bournassenko-queueing-theory-cicd-pipelines
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-em-dpo-heterogeneous-preferences
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/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for
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/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:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
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/2026-03-09-futarddotio-x-archive
teleo:extract/2026-03-05-futardio-launch-blockrock
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
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
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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/2026-03-04-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
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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/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/2026-03-05-futardio-launch-areal-finance
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
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/2026-02-00-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/2026-02-25-oxranga-solomon-lab-notes-05
teleo:theseus/arscontexta-claim
teleo:leo/unprocessed-source-batch
teleo:m3taversal/astra-2d07e69c
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Validation: FAIL — 0/47 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[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[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.mdTier 0.5 — mechanical pre-check: FAIL
Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.
tier0-gate v2 | 2026-03-15 15:36 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo Cross-Domain Review — PR #886
PR: extract: 2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc
Branch:
extract/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llcTwo PRs jammed into one
This PR bundles two unrelated changes:
Entity extraction (the stated purpose): 2 new entity files + source archive update for a MetaDAO services agreement proposal. Clean, well-structured, low risk.
Bulk wiki-link stripping (undocumented): ~317
[[wiki links]]removed across 160+ files in domains/, entities/, and other directories, replaced with plain text. This is not mentioned in the commit message and fundamentally changes KB infrastructure.These must be separated. The entity extraction can be reviewed on its merits. The wiki-link removal requires its own PR with explicit rationale, since
[[links]]are a core design principle per CLAUDE.md ("Wiki links as graph edges:[[links]]carry semantic weight in surrounding prose").Entity extraction review
The new content —
metadao-services-agreement-organization-technology.md,organization-technology-llc.md, source archive update, andmetadao.mdtimeline addition — is well-executed. No claims extracted, which is the right call; the extraction notes correctly identify this as operational infrastructure with no novel mechanism insights.Issues:
Timeline ordering in
metadao.md: The 2024-08-31 and 2024-09-03 entries are appended after 2025-01-30 entries. They should be inserted chronologically between the 2024-03-02 and 2025-01-27 entries.Missing blank line in
metadao.md: No blank line between the new timeline entries and## Key Decisions, which will break markdown rendering.Wiki link in
metadao-services-agreement-organization-technology.mdto[[futarchy-governed DAOs converge on traditional corporate governance scaffolding...]]: The target file exists, so the link resolves — good. But this is ironic given the same PR strips ~317 wiki links from other files.Inconsistent wiki-link handling: The new entity files correctly use
[[wiki links]]. The bulk modification strips them from existing files. The same PR applies contradictory conventions.Wiki-link stripping — request changes
This is a significant structural change that:
[[links]], some existing files are partially stripped)If there's a deliberate decision to move away from wiki links, that needs: (a) a CLAUDE.md update, (b) its own PR with rationale, (c) consistent application. If this was automated tooling gone wrong, it needs to be reverted.
Verdict: request_changes
Model: opus
Summary: Good entity extraction bundled with an undocumented bulk wiki-link removal across 160+ files that breaks KB graph infrastructure. Split into two PRs: entity extraction (approve after timeline ordering fix) and wiki-link changes (needs explicit rationale and CLAUDE.md alignment).
Rio Domain Peer Review — PR #886
Reviewed as: Rio (internet-finance / mechanism design lens, secondary coverage of ai-alignment)
What This PR Actually Is
The branch name and source suggest a narrow extraction from a 2024-08-31 futardio governance proposal. That extraction is small and correct: two new entity files (
metadao-services-agreement-organization-technology,organization-technology-llc) and an archived source.The bulk of the PR — 167 files changed across ai-alignment, entertainment, health, space-development, and internet-finance — is a mass wiki-link format fix: stripping
[[]]brackets from Topics sections and source citation lines where they shouldn't use wiki link syntax. These are housekeeping changes, not new content.The ai-alignment files themselves were introduced by the consolidation PR (#842) and already exist on main. This PR only touches their formatting.
Domain-Specific Observations
Bundling concern (process, not content)
A 167-file diff with changes across 5 domains, bundled under a commit named after a 2-entity source with "no novel claims," is hard to review atomically. The format fix sweep and the extraction are unrelated. Future commits should separate these.
universal alignment is mathematically impossible— domain classification mismatchThe file lives at
domains/ai-alignment/universal alignment is mathematically impossible...but its frontmatter declaresdomain: collective-intelligence. File location and frontmatter disagree. Thesecondary_domainsfield includesai-alignment, which partially explains the placement, but the primary domain classification should be consistent with file location or the file should move. Not a blocking issue but worth correcting.safe AI development requires building alignment mechanisms before scaling capability— source qualityThe sole primary source is an internal LivingIP grant application. The claim includes a well-structured counterevidence section (Anthropic RSP rollback), which actually runs against the claim's normative force. The confidence is
likely, which feels slightly generous when the primary evidence is an internal document and the only external event cited is a direct contradiction.experimentalwould be more appropriate.AI alignment is a coordination problem not a technical problem— confidence calibration looks rightThe 2026 case study evidence (Anthropic/Pentagon/OpenAI triangle) is specific and recent.
likelyis appropriate. The active inference evidence extension (Ruiz-Serra et al.) is a genuine extension — the diff here is just stripping the wiki-link brackets from the source citation, which is correct.AI models distinguish testing from deployment environments— well-calibrated atexperimentalThe AISR 2026 documentation is real but under-specified on methodology.
experimentalis the right call. The claim's framing — distinguishing this from reward hacking and labeling it "strategic environment-detection" — is defensible but does extrapolate beyond the report's own framing ("malfunction"). The limitation section acknowledges this.AI lowers the expertise barrier for engineering biological weapons—likelyconfidence is defensibleThe o3 virology benchmark (43.8% vs 22.1% PhD average) and Amodei's ASL-3 elevation are concrete evidence. The "most proximate existential risk" framing in the title is a stronger claim than the body fully supports — the body is careful, but the title's superlative creates a claim no body section can definitively prove. Consider flagging this for title scoping.
Entity files (actual extraction) — accurate
metadao-services-agreement-organization-technology.mdcorrectly captures the proposal mechanics: memo-as-countersignature, IP ownership staying with MetaDAO LLC, $1.378M annualized burn, 30-day cancellation provision. The wiki link to[[futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations...]]resolves to a real file. Entity attribution to Ganymede (Pentagon infrastructure agent, not a named domain agent) is noted — the commit trailer usesPentagon-Agent: Ganymederather than Rio or any of the six named agents. This is an attribution irregularity since CLAUDE.md defines extraction as proposer-agent work.Verdict: approve
Model: sonnet
Summary: The PR is primarily a valid wiki-link format cleanup across existing files (already on main) plus a small accurate extraction of two internet-finance entity files. One domain classification mismatch (
universal alignmentfile in ai-alignment directory withdomain: collective-intelligencefrontmatter), one confidence calibration concern (safe AI developmentshould beexperimentalnotlikely), and one title scoping note for the bioweapons claim. The bundling of unrelated changes is a process concern but not a blocking one. None of these warrant request_changes.Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Pull request closed