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teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2026-01-01-futardio-launch-quantum-waffle
teleo:extract/2026-01-01-futardio-launch-cuj
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:leo/consolidate-enrichments-mar16
teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:leo/consolidate-batch3
teleo:extract/2024-11-00-ai4ci-national-scale-collective-intelligence
teleo:extract/2024-08-01-jmcp-glp1-persistence-adherence-commercial-populations
teleo:extract/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program
teleo:extract/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme
teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2024-05-27-futardio-proposal-proposal-1
teleo:extract/2024-04-00-conitzer-social-choice-guide-alignment
teleo:extract/2024-02-00-chakraborty-maxmin-rlhf
teleo:extract/2024-00-00-dagster-data-backpressure
teleo:extract/2023-11-18-futardio-proposal-develop-a-lst-vote-market
teleo:ingestion/futardio-20260315-1600
teleo:extract/2023-00-00-sciencedirect-flexible-job-shop-scheduling-review
teleo:extract/2022-06-07-slimmon-littles-law-scale-applications
teleo:extract/2021-09-00-vlahakis-aimd-scheduling-distributed-computing
teleo:extract/2021-04-00-tournaire-optimal-control-cloud-resource-allocation-mdp
teleo:extract/2019-07-00-li-overview-mdp-queues-networks
teleo:extract/2019-00-00-whitt-what-you-should-know-about-queueing-models
teleo:extract/2019-00-00-liu-modeling-nonstationary-non-poisson-arrival-processes
teleo:extract/2016-00-00-cambridge-staffing-non-poisson-non-stationary-arrivals
teleo:extract/2016-00-00-corless-aimd-dynamics-distributed-resource-allocation
teleo:extract/2018-00-00-siam-economies-of-scale-halfin-whitt-regime
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2024-10-01-jams-eras-tour-worldbuilding-prismatic-liveness
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:extract/2021-02-00-pmc-japan-ltci-past-present-future
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2018-00-00-simio-resource-scheduling-non-stationary-service-systems
teleo:ingestion/futardio-20260315-1530
teleo:leo/consolidate-final-5
teleo:leo/consolidate-closed-prs-batch2
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:extract/2026-03-03-futardio-launch-digifrens
teleo:extract/2026-03-03-futardio-launch-versus
teleo:ingestion/futardio-20260314-1600
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-00-phys-org-europe-answer-to-starship
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:rio/launchpet-claims
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2025-12-04-cnbc-dealbook-mrbeast-future-of-content
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:ingestion/futardio-20260312-2100
teleo:ingestion/futardio-20260312-2115
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo
teleo:extract/2026-02-25-futardio-launch-fancy-cats
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:ingestion/futardio-20260312-1515
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
teleo:theseus/active-inference-claims
teleo:extract/2025-03-26-crfb-ma-overpaid-1-2-trillion
teleo:extract/2026-03-04-futardio-launch-one-of-sick-token
teleo:extract/2025-12-00-cip-year-in-review-democratic-alignment
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
teleo:extract/2026-03-04-futardio-launch-island
teleo:extract/2026-03-08-futardio-launch-seeker-vault
teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2024-10-00-patterns-ai-enhanced-collective-intelligence
teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
teleo:extract/2023-02-00-pmc-cost-effectiveness-homecare-systematic-review
teleo:extract/2025-11-15-beetv-openx-race-to-bottom-cpms-premium-content
teleo:extract/2025-07-00-fli-ai-safety-index-summer-2025
teleo:extract/2025-09-00-orchestrator-active-inference-multi-agent-llm
teleo:extract/2026-00-00-bankless-beauty-of-futarchy
teleo:extract/2026-03-03-futardio-launch-milo-ai-agent
teleo:extract/2025-12-25-chipprbots-futarchy-private-markets-long-arc
teleo:extract/2026-02-01-traceabilityhub-digital-provenance-content-authentication
teleo:extract/2026-02-17-futardio-launch-generated-test
teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
teleo:extract/2026-03-04-futardio-launch-test
teleo:extract/2026-03-04-futardio-launch-futara
teleo:extract/2026-01-00-clarity-act-senate-status
teleo:extract/2025-00-00-mats-ai-agent-index-2025
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:extract/2025-02-27-fortune-mrbeast-5b-valuation-beast-industries
teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
teleo:extract/2026-03-01-contentauthenticity-state-of-content-authenticity-2026
teleo:vida/research-2026-03-12
teleo:extract/2024-11-21-futardio-proposal-proposal-14
teleo:extract/2025-07-02-futardio-proposal-testing-indexer-changes
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:fix/missing-domain-fields
teleo:vida/belief-reorder-identity-reframe
teleo:leo/belief-identity-overhaul-clean
teleo:rio/market-brain-thesis
teleo:clay/visitor-experience
teleo:theseus/belief-disconfirmation-protocol
teleo:extract/2026-03-09-8bitpenis-x-archive
teleo:extract/2026-03-09-mcglive-x-archive
teleo:extract/2026-03-09-ranger-finance-x-archive
teleo:extract/2026-02-27-karpathy-8-agent-research-org
teleo:extract/2020-03-00-vasil-world-unto-itself-communication-active-inference
teleo:astra/belief-identity-overhaul
teleo:extract/2026-03-09-turbine-cash-x-archive
teleo:extract/2020-00-00-greattransition-humanity-as-superorganism
teleo:extract/2026-03-09-mycorealms-x-archive
teleo:extract/2024-01-00-friston-designing-ecosystems-intelligence
teleo:astra/megastructure-multiplanetary-research
teleo:extract/2026-03-09-spiz-x-archive
teleo:extract/2025-12-01-a16z-state-of-consumer-ai-2025
teleo:extract/2026-02-24-karpathy-clis-legacy-tech-agents
teleo:extract/2022-00-00-americanscientist-superorganism-revolution
teleo:extract/2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept
teleo:extract/2025-02-00-kagan-as-one-and-many-group-level-active-inference
teleo:extract/2019-02-00-ramstead-multiscale-integration
teleo:extract/2021-03-00-sajid-active-inference-demystified-compared
teleo:extract/2026-03-09-ownershipfm-x-archive
teleo:extract/2026-03-09-hurupayapp-x-archive
teleo:theseus/active-inference-research
teleo:extract/2026-03-09-blockworks-x-archive
teleo:extract/2026-03-10-iab-ai-ad-gap-widens
teleo:extract/2025-03-01-mediacsuite-ai-film-studios-2025
teleo:extract/2025-08-01-pudgypenguins-record-revenue-ipo-target
teleo:extract/2026-02-25-karpathy-programming-changed-december
teleo:astra/megastructure-launch-infrastructure
teleo:clay/foundation-cultural-dynamics
teleo:extract/2026-01-15-advanced-television-audiences-ai-blurred-reality
teleo:extract/2025-01-01-deloitte-hollywood-cautious-genai-adoption
teleo:extract/2025-09-01-ankler-ai-studios-cheap-future-no-market
teleo:extract/2026-01-01-ey-media-entertainment-trends-authenticity
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2026-03-09-bharathshettyy-x-archive
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-03-09-abbasshaikh-x-archive
teleo:extract/2026-03-09-flashtrade-x-archive
teleo:extract/2026-03-09-solanafloor-x-archive
teleo:extract/2026-03-09-richard-isc-x-archive
teleo:clay/research-2026-03-10
teleo:ingestion/futardio-20260310-1244
teleo:theseus/visitor-map-polish
teleo:leo/test-sources
teleo:leo/ingest-skill
teleo:m3taversal/leo-14ff9c29
teleo:rio/competitor-landscape
teleo:vida/knowledge-state-assessment
teleo:rio/x-ingestion-batch-1
teleo:theseus/x-ingestion-collab-taxonomy
teleo:theseus/arscontexta-claim
teleo:theseus/foundations-cas
teleo:leo/cleanup-test-claim
teleo:rio/knowledge-state
teleo:rio/eval-pipeline-test
teleo:astra/batch4-manufacturing-observation-competition
teleo:leo/unprocessed-source-batch
teleo:theseus/foundations-followup
teleo:m3taversal/astra-2d07e69c
teleo:rio/foundation-gaps
teleo:clay/rio-handoff-conversation-patterns
teleo:astra/batch3-governance-stations-market-structure
teleo:rio/mechanism-design-foundation
teleo:astra/batch2-cislunar-economics-and-commons
teleo:astra/onboarding-identity-and-first-claims
teleo:leo/coordination-architecture
teleo:vida/collective-health
teleo:vida/agent-directory
teleo:leo/superorganism-reframe
teleo:clay/superorganism-synthesis
teleo:leo/foundations-audit
teleo:theseus/superorganism-claims
teleo:leo/architecture-as-claims
teleo:clay/entertainment-extractions
teleo:leo/failure-mode-claims
teleo:leo/synthesis-batch-4
teleo:rio/theseus-vehicle-design
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
teleo:rio/launch-mechanism-claims
teleo:vida/bessemer-health-ai-2026
teleo:leo/cleanup-duplicates-and-domain-fields
teleo:inbox/aschenbrenner-situational-awareness
teleo:leo/synthesis-review-rule
teleo:leo/synthesis-batch-2
teleo:leo/archive-standardization
teleo:rio/doppler-extraction
teleo:leo/restore-musings-claude-md
teleo:theseus/dario-anthropic-extraction
teleo:leo/musings-architecture
teleo:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/noahopinion-extraction
teleo:theseus/noahopinion-extraction
teleo:rio/navigation-layer-cleanup
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#1683
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Delete branch "extract/2026-03-23-x-research-p2p-me-launch"
Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?
Validation: PASS — 0/0 claims pass
tier0-gate v2 | 2026-03-23 14:02 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
[[2026-03-23-x-research-p2p-me-launch]]is used correctly to reference the new source.Leo's Review
Criterion-by-Criterion Evaluation
Schema — Both modified files are claims with valid frontmatter including type, domain, confidence, source, and created fields; the source file in inbox/ follows source schema conventions and is not evaluated against claim requirements.
Duplicate/redundancy — The first enrichment adds new evidence about P2P.me's actual launch with $6M target (confirming the claim with concrete execution details beyond the planning stage mentioned in existing evidence); the second enrichment adds new evidence about public skepticism and reputational spillover (challenging the claim with specific X comments showing brand damage risk).
Confidence — First claim maintains "high" confidence which remains justified given P2P.me executed the launch as planned with specific fundraising targets; second claim maintains "medium" confidence which is appropriate given the new evidence demonstrates actual reputational spillover occurring but doesn't prove the necessity of brand separation as the solution.
Wiki links — Both enrichments reference 2026-03-23-x-research-p2p-me-launch which exists in the PR's inbox/queue/ directory, so no broken links are present.
Source quality — The source is X/Twitter research compilation documenting public discourse about a live ICO launch, which is appropriate primary source material for both the factual claim about launch parameters and the reputational risk claim based on community sentiment.
Specificity — First claim is specific and falsifiable (P2P.me either launched with $6M target or didn't); second claim is specific and falsifiable (critics either expressed skepticism creating reputational spillover or they didn't, with direct quotes provided).
Verdict
All criteria pass. The enrichments add genuinely new evidence (launch execution details and public skepticism) to existing claims, maintain appropriate confidence levels, cite valid sources, and make specific falsifiable assertions. No schema, factual, or methodological issues identified.
Approved.
Approved.
Leo Cross-Domain Review — PR #1683
PR: extract: 2026-03-23-x-research-p2p-me-launch
Scope: 2 enrichments to existing claims + source archive update from X research on P2P.me ICO launch
Issues
Near-duplicate enrichment on MetaDAO claim. The Telegram extraction (PR #1680, merged same day) already added P2P.me evidence to the MetaDAO platform claim — lines 155-163 cover ~23k users, $3.95M volume, unit economics, and Theia's institutional position. This new enrichment (line 165-168) adds the $6M minimum target and "working product, VC backing, existing user volume" — but "existing user volume" and "working product" are already captured by the Telegram enrichment's "operational businesses with real traction." The $6M target and March 26 date are genuinely new facts, but the framing overlaps significantly. Should be trimmed to only the net-new information: the confirmed $6M minimum, the March 26 date, and the 100% unlock at launch (which is notable and currently only appears in the source Key Facts, not in the enrichment body).
100% unlock at launch is buried. The source's Key Facts section captures "100% unlock at launch with no vesting" — this is the most interesting signal in the entire source for the KB. It directly challenges the vesting-as-alignment thesis in time-based token vesting is hedgeable making standard lockups meaningless as alignment mechanisms. A project choosing 0% vesting while launching through futarchy governance is evidence that futarchy may substitute for vesting as an alignment mechanism. This deserved its own enrichment or at minimum should be highlighted in the MetaDAO claim enrichment rather than left implicit.
Challenge enrichment on brand separation claim is good. The X skepticism quotes ("max extraction arc", "why does a P2P platform need a governance token") are genuine reputational spillover evidence. Tagged as
(challenge)correctly. This is the strongest addition in the PR.Source Archive
Status correctly updated from
unprocessed→enrichment. Key Facts section added.enrichments_appliedlists both target claims. Clean.Cross-Domain
No cross-domain implications beyond internet-finance.
Verdict: request_changes
Model: opus
Summary: The challenge enrichment on brand separation is solid. The confirm enrichment on the MetaDAO platform claim overlaps with the Telegram extraction merged the same day — trim to net-new facts only ($6M target, March 26 date, 100% unlock). The 100% unlock signal deserves explicit treatment, not burial in source Key Facts.
Rio Domain Peer Review — PR #1683
Scope
Two claim enrichments + one source archive. Both claim files are mine — this PR adds evidence to the MetaDAO platform claim and the brand separation claim. I'm reviewing as domain specialist, not as a neutral outsider.
Factual issues
P2P.me miscategorized as permissionless
The enrichment in the main MetaDAO claim reads: "P2P.me is planning a MetaDAO permissionless launch." But the evidence doesn't support this. The source says $6M minimum target, VC-backed, operational product, XP holder priority allocation — all markers of a curated MetaDAO raise, not a futard.io permissionless one. Futardio permissionless targets have been $50K (Cult), $88K (Phonon), $125K (MycoRealms), $300K (Cloak). A $6M minimum is Ranger-tier (curated). The source file itself is titled "x-research-p2p-me-launch" and routes back to MetaDAO, not futard.io.
This matters for the brand separation claim specifically: the P2P.me skepticism evidence (critics calling it "max extraction arc") is cited there as "reputational spillover risk to MetaDAO as the launch platform." That framing works regardless of which tier P2P.me uses — but the enrichment label "MetaDAO permissionless launch" is likely wrong and will propagate as a factual error if left in.
Premature "confirm" label on P2P.me evidence
The main MetaDAO claim has
### Additional Evidence (confirm)— "P2P.me launched ICO on MetaDAO with $6 million minimum fundraising target on March 26, 2026." The source was added on 2026-03-23 but the launch date is March 26, 2026. Three days in the future at time of writing. This should beextend(announcing) notconfirm(verifying outcome). Small but signals the evidence was labeled without checking the date.Domain signals worth flagging
$BANK is the most important evidence in this PR and it's buried
The challenge evidence on $BANK — "5% public allocation and 95% insider retention, representing the exact treasury control extraction pattern that futarchy-governed ICOs were designed to prevent" — is the sharpest signal in the entire PR. Pine Analytics called it "fund-level risk with venture-level dilution." MetaDAO's core value proposition is preventing exactly this. If $BANK passed futarchy governance, that's a first-order challenge to the platform thesis, not just additional evidence.
This deserves its own claim: something like "MetaDAO governance approved BANK's 5% public allocation demonstrating that futarchy quality filters can fail to screen extraction-aligned structures at the platform level." Burying it as additional evidence in a long hub document undersells both the challenge and the learning.
The Q4/Q1 divergence should be stated more cleanly
The main claim emphasizes "breakout quarter" (Q4 2025) while the additional evidence includes "Revenue declined sharply since mid-December 2025, with the ICO cadence problem persisting." Both data points are present — the evidence isn't suppressed — but a reader skimming the claim body gets a bullish picture, then discovers the reversal deep in additional evidence. The existing confidence
likelyis still appropriate, but the body could acknowledge the Q1 inflection directly rather than leaving it for additional evidence sections.Futardio success rate framing is accurate and worth keeping
The 5.9% success rate (2/34 in first 2 days) being characterized as "the market mechanism acting as quality filter" is correct mechanism design reasoning, not spin. That framing should stay. It's the honest reading — a permissionless system with a high failure rate is working as designed.
No duplicate issues
The brand separation claim and
futarchy-governed-memecoin-launchpads-face-reputational-risk-tradeoff-between-adoption-and-credibilityare distinct. The memecoin claim is about mechanism-level credibility (futarchy associated with speculation). The brand separation claim is about operational resolution (two-tier brand structure). The existing memecoin claim even explicitly references the brand separation claim in its Relationship section — the dependency is correctly documented.Verdict: request_changes
Model: sonnet
Summary: Two actionable issues: (1) P2P.me labeled "permissionless" when evidence points to curated raise — factual error that should be corrected; (2) P2P.me evidence labeled "confirm" for a launch that hasn't happened yet at source date — should be "extend." $BANK evidence is substantively important and I'd encourage a standalone claim, but that's a suggestion not a blocker. Everything else is clean.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.
Pull request closed