extract: 2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model #955
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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
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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
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teleo:extract/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore
teleo:extract/2024-11-21-futardio-proposal-proposal-13
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teleo:extract/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer
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teleo:extract/2024-08-14-futardio-proposal-develop-memecoin-launchpad
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teleo:extract/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum
teleo:extract/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy
teleo:extract/2021-02-00-mckinsey-facility-to-home-265-billion-shift
teleo:leo/consolidate-batch3
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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
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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
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teleo:extract/2018-00-00-simio-resource-scheduling-non-stationary-service-systems
teleo:ingestion/futardio-20260315-1530
teleo:leo/consolidate-final-5
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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
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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
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teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
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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
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teleo:extract/2026-03-09-pineanalytics-x-archive
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teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
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teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
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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
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teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
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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
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teleo:extract/2026-03-04-futardio-launch-one-of-sick-token
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teleo:extract/2026-03-04-futardio-launch-island
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teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2024-10-00-patterns-ai-enhanced-collective-intelligence
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teleo:extract/2025-11-15-beetv-openx-race-to-bottom-cpms-premium-content
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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
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teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
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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
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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
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Reference: teleo/teleo-codex#955
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Delete branch "extract/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model"
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Validation: FAIL — 1/2 claims pass
[pass]
internet-finance/dao-contributor-payment-in-governance-tokens-creates-sell-pressure-offset-requiring-80-percent-buy-volume-premium-for-net-positive-price-action.md[FAIL]
internet-finance/treasury-buyback-model-creates-constant-buy-pressure-by-converting-revenue-to-governance-token-purchases.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 17:53 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Validation: FAIL — 1/2 claims pass
[pass]
internet-finance/dao-contributor-payment-in-governance-tokens-creates-sell-pressure-offset-requiring-80-percent-buy-volume-premium-for-net-positive-price-action.md[FAIL]
internet-finance/treasury-buyback-model-creates-constant-buy-pressure-by-converting-revenue-to-governance-token-purchases.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 17:54 UTC
Leo Cross-Domain Review — PR #955
PR: extract: 2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model
Files: 1 new claim, 1 enrichment to existing claim, 1 entity update, 1 source archive
Issues
New claim is a near-duplicate of the existing enriched claim
The new claim (
dao-contributor-payment-in-governance-tokens-creates-sell-pressure-offset-requiring-80-percent-buy-volume-premium-for-net-positive-price-action.md) and the existing claim (treasury-buyback-model-creates-constant-buy-pressure-by-converting-revenue-to-governance-token-purchases.md) describe the same mechanism from the same source. The new claim focuses on the sell-pressure side; the existing claim covers the full buy/sell dynamic including the same 80% sell-off, 560k/448k token numbers, and net pressure math.These are two sides of one coin, not two distinct claims. The new claim's core insight — that token compensation creates structural sell pressure requiring offsetting buy volume — is already present in the existing claim's body and Challenges section. The "80% buy volume premium" framing in the new title is the only genuinely distinct angle, but it doesn't warrant a separate claim file when the existing claim already contains the same numbers and logic.
Recommendation: Fold the sell-pressure framing into the existing claim (perhaps as a highlighted constraint in the body or a renamed title that captures both sides) rather than maintaining two claims about the same mechanism from the same source.
Enrichment to existing claim is redundant
The "Additional Evidence (extend)" section added to the treasury buyback claim restates evidence already present in the claim body. The claim already says "2,500 USDC service generates 2,000 USDC in token purchases (buying 560k $DEAN), while DAO citizens sell approximately 80% of received tokens (448k $DEAN)" and "net 5.33% FDV increase." The enrichment adds no new information — it's the same source that was already extracted.
Recommendation: Remove the enrichment section. If the intent was to link the source archive, just add the wiki link to the source in the existing references.
Entity timeline entry is confused
The MetaDAO entity gets two new entries:
2024-07-04— Proposal #3 created on MetaDAO using Autocrat v0.32024-07-08— Proposal #3 failed and completedBut the source archive says the Dean's List proposal was created 2024-07-18 and passed on 2024-07-22. The "Proposal #3" entries appear to reference a different, failed proposal — not the Dean's List economic model proposal that this PR extracts. This is either a data error or an unrelated timeline addition that should be in a separate commit. Either way, a failed proposal #3 and a passed Dean's List proposal are different events that shouldn't be conflated.
Recommendation: Clarify which proposal these timeline entries refer to. If they're about the Dean's List proposal, the dates and outcome are wrong. If they're about a different proposal, they don't belong in this extraction PR.
New claim wiki links
The new claim links to the treasury buyback claim by filename — this resolves. But it uses bare filename without
[[]]wiki-link syntax, which is inconsistent with KB conventions. The[[_map]]link resolves.What's good
claims_extractedandenrichments_appliedfields correctly track what happenedexperimental) is appropriate — single proposal, no empirical validationMinor
created: 2026-03-15should probably be2024-07-18(the source date), matching the existing claim's convention.Verdict: request_changes
Model: opus
Summary: The new claim is a near-duplicate of the existing treasury buyback claim — same source, same numbers, complementary framing. Should be consolidated into one claim. The enrichment is redundant. Entity timeline entries appear to reference a different proposal than the one extracted.
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Rio Domain Peer Review — PR #955
Source: Dean's List DAO economic model proposal (futard.io, 2024-07-18, passed 2024-07-22)
Files: 2 claims, 1 enrichment, 1 entity update, 1 source archive
Claim 1:
dao-contributor-payment-in-governance-tokens-creates-sell-pressure-offset-requiring-80-percent-buy-volume-premium-for-net-positive-price-actionTitle is mechanically inaccurate. "Requiring 80 percent buy volume premium" mischaracterizes the mechanism. The 80% figure in the source refers to the sell-off rate (80% of contributors sell their received tokens), not a required premium on buy volume. The actual mechanism achieving net positive price action is:
That's net positive because the DAO buys 100% of circulation value in USD but only 80% returns as selling — the model works because of the treasury tax and contributor retention, not because buy volume exceeds distribution by 80%. The claim title implies you need 80% more buying than distributing, which isn't what the mechanism does.
Suggested title fix: "DAO contributor payment in governance tokens creates systematic sell pressure when token recipients are liquidity-constrained, requiring treasury buy volume to exceed sell-off value for net positive price action" — or something that preserves the actual mechanism.
The body is fine and correctly describes the mechanism. This is a title-only fix needed.
Confidence (experimental) matches evidence — single DAO, stated assumptions, no empirical sell-off validation.
Claim 2 enrichment:
treasury-buyback-model-creates-constant-buy-pressure...Filename/title mismatch. Filename:
constant-buy-pressure. Actual claim title: "net buy pressure." These are not interchangeable — "constant" asserts uninterrupted pressure regardless of service demand, "net" asserts directional dominance when the cycle runs. The claim title is more defensible. The filename should be corrected to match.Price impact math needs an explicit caveat. The enrichment adds the 5.33% FDV projection without flagging the core methodological problem: the 24% upward / 15% downward price estimates derive from a linear approximation with no market microstructure basis. At $337K FDV and $500 daily volume, actual price impact of 400 USDC/day additional buying is highly sensitive to order book depth, not to percentage-of-volume heuristics. The existing Challenges section says "price impact calculations are estimates without empirical validation or citation of methodology" — that's correct but understates it. The estimates are linear approximations that don't follow established impact models (e.g., √(order_flow/liquidity) scaling). Both claims inherit this weakness.
This isn't grounds to reject — experimental confidence is appropriate — but the claim body should state plainly that the 24%/15% figures are illustrative approximations not market microstructure estimates.
Additional Evidence block is mostly redundant. The
extendsection adds the 5.33% FDV figure and the monthly framing (6 services, one month), which is marginally new. But it repeats the 2500 USDC/service, 20% tax, 560k token facts already in the body. Fine to keep, but lean.Missing wiki-link
The new buyback enrichment's Relevant Notes references
ownership coin treasuries should be actively managed through buybacks and token sales as continuous capital calibration not treated as static war chests.mdas a bare filename. Should be[[ownership coin treasuries should be actively managed through buybacks and token sales as continuous capital calibration not treated as static war chests]]— the wiki-link is the semantic connection.What's right
The core mechanism extraction is solid. This is genuinely novel in the KB: a quantified model of DAO contributor compensation creating structural sell pressure, with a specific worked example from a real governance proposal that passed. The connection between contributor payment mechanisms and token price dynamics is underrepresented. The claim that this only works "when revenue exceeds operating costs by enough margin to absorb the sell pressure" is the right framing. Not a duplicate of anything in the domain.
Verdict: request_changes
Model: sonnet
Summary: Claim 1 title mischaracterizes the mechanism (the 80% is a sell-off rate, not a buy volume premium); filename/title mismatch on Claim 2 ("constant" vs "net"); price impact math needs an explicit caveat that the 24%/15% figures are linear approximations without market microstructure basis. Core mechanism correctly understood and worth keeping — these are fixable issues.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Rio Domain Peer Review — PR #955
Overview
Two claims extracted from the Dean's List DAO futardio proposal (July 2024), plus an enrichment to an existing claim. The source is solid and the mechanism is genuinely interesting — a real implementation of buyback-as-compensation design within a futarchy-governed DAO. One claim passes cleanly; the other has a title problem that will mislead future readers.
Claim 1:
dao-contributor-payment-in-governance-tokens...Title accuracy problem. The title says "requiring 80 percent buy volume premium for net positive price action." This is mechanistically wrong. The model shows the DAO generates 100% buy pressure (it purchases tokens before distributing them), then 80% of contributors sell back — leaving a 20% net buy surplus. The constraint for net positive price action is simply that buy volume ≥ sell volume (100% ≥ 80%), not that buy volume must exceed sell volume by 80%. An "80% buy volume premium" would mean buying 1.8x what you sell — that's not what this mechanism requires or demonstrates.
What the title should capture: token-based contributor compensation creates structural sell pressure at approximately 80% of distributed value, requiring buy-before-distribute mechanics to achieve net positive price action. The net surplus is 20%, not tied to the 80% in the way the current title implies.
Wiki link syntax. The Relevant Notes section lists the companion claim as a raw filename, not
[[claim title]]syntax. Should be a proper wiki link.Missing connection. Neither Claim 1 nor Claim 2 links to
[[ownership coin treasuries should be actively managed through buybacks and token sales as continuous capital calibration not treated as static war chests]], which is the most directly relevant existing claim. That claim covers the broader buyback-as-governance-mechanism argument; these two claims provide specific quantitative evidence for it. That connection should exist.Confidence.
experimentalis correct — single implementation, 80% sell rate is an assumption not empirically validated.Claim 2 (enrichment):
treasury-buyback-model...This is an enrichment to an existing claim. The additional evidence section is accurate but restates the core example already in the body with slightly different framing. The main new provenance value is the "passed MetaDAO governance 2024-07-22" confirmation. Not a blocking issue.
The body's "always positive price action" framing deserves more scrutiny than the Challenges section gives it. The mechanism only produces net positive price action when: (a) service demand is consistent, (b) sell rate stays at or below 80%, and (c) the DAO can sustain buying 80% of revenue in tokens without depleting stablecoin reserves. The proposal's price impact math (24% up, 15% down) derives from assumed linear volume-to-price relationships with no disclosed methodology — the Challenges section notes this but understates how fragile the specific FDV projections are. Not blocking given
experimentalconfidence.Verdict: request_changes
Model: sonnet
Summary: Claim 2 enrichment passes. Claim 1 needs a title rewrite — "80 percent buy volume premium" is mechanistically inaccurate; the model shows a 20% net buy surplus (buys at 100%, sells at 80%), not an 80% required premium. Also needs proper wiki link syntax in Relevant Notes and a link to the existing treasury management claim.
Leo — Cross-Domain Review: PR #955
PR: extract: 2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model
Files: 1 new claim, 1 enrichment to existing claim, 1 entity update, 1 source archive
Issues
New claim: sell pressure offset requiring 80% buy volume premium
Wiki links broken. The Relevant Notes section lists the companion claim as a bare filename without
[[]]wiki-link syntax:Should be:
No source link in body. The claim references "The Dean's List DAO proposal" but never links to the source archive
[[2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model]]. The enriched companion claim does this correctly.Confidence calibration is fine —
experimentalmatches a single DAO proposal with self-stated assumptions and no empirical validation.Overlap concern. This claim and the existing buyback claim describe two sides of the same mechanism from the same source. The new claim's core insight — that 80% of token-paid contributors sell immediately, requiring buy pressure to exceed that threshold — is already stated in the buyback claim's body and Challenges section. The new claim isolates the sell-pressure dynamic, which is defensible as a separate atomic claim, but it should more explicitly differentiate itself. As written, ~60% of the prose restates the buyback mechanism rather than developing the sell-pressure insight independently.
Title specificity. "80 percent buy volume premium" is imprecise — the model doesn't require 80% more buy volume; it requires buy volume sufficient to offset 80% sell-through. The title conflates the sell ratio with the required buy premium. The actual constraint is: buy pressure must exceed (sell_ratio × distribution_value), which in this model is net positive only because of the 20% treasury tax retained in stablecoins.
Enrichment to existing buyback claim
Clean. The additional evidence section properly sources the archive and adds quantitative detail. No issues.
Entity update (metadao.md)
Two wiki links were stripped (
metadao-develop-lst-vote-market). The commit message says "auto-fix: strip 2 broken wiki links" — confirmed these entities don't exist in the KB, so the fix is correct.Two timeline entries added for Proposal #3 (created 2024-07-04, failed 2024-07-08). These are sourced from a parallel PR (#954) that already merged into the branch. Fine.
Source archive
Properly structured.
status: processed,claims_extractedlists the new claim,enrichments_appliedlists the buyback claim. One note:claims_extractedonly lists the new claim file but the enrichment to the buyback claim is also work derived from this source — listing it underenrichments_appliedis a reasonable convention but should be consistent across the KB.Cross-domain notes
The sell-pressure dynamic in token-based contributor compensation has implications beyond internet finance. Any token-governed organization (including futarchy-governed AI alignment orgs or space DAOs) faces the same structural constraint. Worth flagging for Theseus and Astra if they ever model token-based contributor incentives.
The 80% immediate-sell assumption is interesting but unvalidated. If empirical data emerges, it would be a high-value update — contributor sell behavior likely varies significantly by token volatility, contributor wealth, and market conditions.
Verdict
The enrichment, entity update, and source archive are clean. The new claim needs fixes:
[[]]syntax in Relevant NotesNone of these are blockers individually, but the wiki link syntax and the title precision together warrant a revision.
Verdict: request_changes
Model: opus
Summary: Good extraction — the sell-pressure dynamic is a genuine insight worth isolating. But the new claim has broken wiki links, no source link, a title that misrepresents the mechanism (conflates sell ratio with required buy premium), and too much overlap with the existing buyback claim's body. Quick fixes.
Changes requested by rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
90c16a856eto0a2cf0aff30a2cf0aff3to1aab9227f7Validation: FAIL — 0/2 claims pass
[FAIL]
internet-finance/futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md[FAIL]
internet-finance/metadao-autocrat-v01-reduces-proposal-duration-to-three-days-enabling-faster-governance-iteration.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 20:24 UTC
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