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extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium #892

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leo wants to merge 1 commit from extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium into main
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merge into: teleo:main
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leo commented 2026-03-15 15:40:15 +00:00
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leo added 1 commit 2026-03-15 15:40:16 +00:00 
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
m3taversal commented 2026-03-15 15:40:43 +00:00
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Validation: FAIL — 1/48 claims pass

[FAIL] ai-alignment/AI-companion-apps-correlate-with-increased-loneliness-creating-systemic-risk-through-parasocial-dependency.md

  • no_frontmatter

[FAIL] ai-alignment/AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium.md

  • no_frontmatter

[FAIL] ai-alignment/AI-models-distinguish-testing-from-deployment-environments-providing-empirical-evidence-for-deceptive-alignment-concerns.md

  • no_frontmatter

[FAIL] ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md

  • no_frontmatter

[FAIL] entertainment/beast-industries-5b-valuation-prices-content-as-loss-leader-model-at-enterprise-scale.md

  • no_frontmatter

[FAIL] entertainment/community-owned-IP-has-structural-advantage-in-human-made-premium-because-provenance-is-inherent-and-legible.md

  • no_frontmatter

[FAIL] entertainment/consumer-rejection-of-ai-generated-ads-intensifies-as-ai-quality-improves-disproving-the-exposure-leads-to-acceptance-hypothesis.md

  • no_frontmatter

[FAIL] entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md

  • no_frontmatter

[FAIL] entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md

  • no_frontmatter

[FAIL] entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md

  • no_frontmatter

[FAIL] entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md

  • no_frontmatter

[FAIL] entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md

  • no_frontmatter

[FAIL] entertainment/entertainment.md

  • no_frontmatter

[FAIL] entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md

  • no_frontmatter

[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

  • no_frontmatter

[FAIL] entertainment/human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant.md

  • no_frontmatter

[FAIL] entertainment/in-game-creators-represent-alternative-distribution-ecosystems-outside-traditional-media-and-platform-creator-models.md

  • no_frontmatter

[FAIL] entertainment/the-advertiser-consumer-ai-perception-gap-is-a-widening-structural-misalignment-not-a-temporal-communications-lag.md

  • no_frontmatter

[FAIL] health/caregiver-workforce-crisis-shows-all-50-states-experiencing-shortages-with-43-states-reporting-facility-closures-signaling-care-infrastructure-collapse.md

  • no_frontmatter

[FAIL] health/family-caregiving-functions-as-poverty-transmission-mechanism-forcing-debt-savings-depletion-and-food-insecurity-on-working-age-population.md

  • no_frontmatter

[FAIL] health/pace-demonstrates-integrated-care-averts-institutionalization-through-community-based-delivery-not-cost-reduction.md

  • no_frontmatter

[FAIL] health/pace-restructures-costs-from-acute-to-chronic-spending-without-reducing-total-expenditure-challenging-prevention-saves-money-narrative.md

  • no_frontmatter

[FAIL] health/unpaid-family-caregiving-provides-870-billion-annually-representing-16-percent-of-total-us-health-economy-invisible-to-policy-models.md

  • no_frontmatter

[FAIL] internet-finance/areal-demonstrates-rwa-tokenization-with-vehicle-pilot-achieving-26-percent-apy-through-carsharing-revenue.md

  • no_frontmatter

[FAIL] internet-finance/areal-proposes-unified-rwa-liquidity-through-index-token-aggregating-yield-across-project-tokens.md

  • no_frontmatter

[FAIL] internet-finance/areal-targets-smb-rwa-tokenization-as-underserved-market-versus-equity-and-large-financial-instruments.md

  • no_frontmatter

[FAIL] internet-finance/consumer-crypto-adoption-requires-apps-optimized-for-earning-and-belonging-not-speculation.md

  • no_frontmatter

[FAIL] internet-finance/defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff.md

  • no_frontmatter

[FAIL] internet-finance/domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md

  • no_frontmatter

[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

  • no_frontmatter

[FAIL] internet-finance/futarchy-enables-conditional-ownership-coins.md

  • no_frontmatter

[FAIL] internet-finance/futarchy-excels-at-relative-selection-but-fails-at-absolute-prediction-because-ordinal-ranking-works-while-cardinal-estimation-requires-calibration.md

  • no_frontmatter

[FAIL] internet-finance/futarchy-variance-creates-portfolio-problem-because-mechanism-selects-both-top-performers-and-worst-performers-simultaneously.md

  • no_frontmatter

[FAIL] internet-finance/futardio-cult-raised-11-4-million-in-one-day-through-futarchy-governed-meme-coin-launch.md

  • no_frontmatter

[FAIL] internet-finance/house-mode-betting-addresses-prediction-market-cold-start-by-letting-protocol-take-counterparty-risk-when-player-liquidity-is-insufficient.md

  • no_frontmatter

[FAIL] internet-finance/house-mode-betting-against-protocol-enables-prediction-markets-to-function-with-uneven-liquidity-by-having-the-platform-take-counterparty-risk.md

  • no_frontmatter

[FAIL] internet-finance/internet-capital-markets-compress-fundraising-timelines.md

  • no_frontmatter

[FAIL] internet-finance/myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment.md

  • no_frontmatter

[FAIL] internet-finance/performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md

  • no_frontmatter

[FAIL] internet-finance/play-money-futarchy-attracts-participation-but-produces-uncalibrated-predictions-because-absence-of-downside-risk-removes-selection-pressure.md

  • no_frontmatter

[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

  • no_frontmatter

[pass] internet-finance/raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.md

[FAIL] internet-finance/sanctum-wonder-mobile-app-proposal-failed-futarchy-vote-march-2025.md

  • no_frontmatter

[FAIL] internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md

  • no_frontmatter

[FAIL] internet-finance/tridash-implements-60-second-prediction-markets-as-multiplayer-game-mechanics-compressing-resolution-time-from-days-to-seconds.md

  • no_frontmatter

[FAIL] internet-finance/tridash-tests-whether-60-second-prediction-market-resolution-enables-faster-feedback-or-primarily-measures-price-noise.md

  • no_frontmatter

[FAIL] space-development/varda-space-biologics-development-blurs-three-tier-manufacturing-sequence.md

  • no_frontmatter

[FAIL] space-development/varda-vertical-integration-reduces-space-manufacturing-access-costs.md

  • no_frontmatter

Tier 0.5 — mechanical pre-check: FAIL

  • entities/internet-finance/futardio.md: (warn) broken_wiki_link:futardio-proposal-initiate-liquidity-farmin

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 15:40 UTC

<!-- TIER0-VALIDATION:acc3323d88b946152f276dcfd252dd6abf470259 --> **Validation: FAIL** — 1/48 claims pass **[FAIL]** `ai-alignment/AI-companion-apps-correlate-with-increased-loneliness-creating-systemic-risk-through-parasocial-dependency.md` - no_frontmatter **[FAIL]** `ai-alignment/AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium.md` - no_frontmatter **[FAIL]** `ai-alignment/AI-models-distinguish-testing-from-deployment-environments-providing-empirical-evidence-for-deceptive-alignment-concerns.md` - no_frontmatter **[FAIL]** `ai-alignment/pre-deployment-AI-evaluations-do-not-predict-real-world-risk-creating-institutional-governance-built-on-unreliable-foundations.md` - no_frontmatter **[FAIL]** `entertainment/beast-industries-5b-valuation-prices-content-as-loss-leader-model-at-enterprise-scale.md` - no_frontmatter **[FAIL]** `entertainment/community-owned-IP-has-structural-advantage-in-human-made-premium-because-provenance-is-inherent-and-legible.md` - no_frontmatter **[FAIL]** `entertainment/consumer-rejection-of-ai-generated-ads-intensifies-as-ai-quality-improves-disproving-the-exposure-leads-to-acceptance-hypothesis.md` - no_frontmatter **[FAIL]** `entertainment/creator-brand-partnerships-shifting-from-transactional-campaigns-to-long-term-joint-ventures-with-shared-formats-audiences-and-revenue.md` - no_frontmatter **[FAIL]** `entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md` - no_frontmatter **[FAIL]** `entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md` - no_frontmatter **[FAIL]** `entertainment/creator-world-building-converts-viewers-into-returning-communities-by-creating-belonging-audiences-can-recognize-participate-in-and-return-to.md` - no_frontmatter **[FAIL]** `entertainment/creators-became-primary-distribution-layer-for-under-35-news-consumption-by-2025-surpassing-traditional-channels.md` - no_frontmatter **[FAIL]** `entertainment/entertainment.md` - no_frontmatter **[FAIL]** `entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md` - no_frontmatter **[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` - no_frontmatter **[FAIL]** `entertainment/human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant.md` - no_frontmatter **[FAIL]** `entertainment/in-game-creators-represent-alternative-distribution-ecosystems-outside-traditional-media-and-platform-creator-models.md` - no_frontmatter **[FAIL]** `entertainment/the-advertiser-consumer-ai-perception-gap-is-a-widening-structural-misalignment-not-a-temporal-communications-lag.md` - no_frontmatter **[FAIL]** `health/caregiver-workforce-crisis-shows-all-50-states-experiencing-shortages-with-43-states-reporting-facility-closures-signaling-care-infrastructure-collapse.md` - no_frontmatter **[FAIL]** `health/family-caregiving-functions-as-poverty-transmission-mechanism-forcing-debt-savings-depletion-and-food-insecurity-on-working-age-population.md` - no_frontmatter **[FAIL]** `health/pace-demonstrates-integrated-care-averts-institutionalization-through-community-based-delivery-not-cost-reduction.md` - no_frontmatter **[FAIL]** `health/pace-restructures-costs-from-acute-to-chronic-spending-without-reducing-total-expenditure-challenging-prevention-saves-money-narrative.md` - no_frontmatter **[FAIL]** `health/unpaid-family-caregiving-provides-870-billion-annually-representing-16-percent-of-total-us-health-economy-invisible-to-policy-models.md` - no_frontmatter **[FAIL]** `internet-finance/areal-demonstrates-rwa-tokenization-with-vehicle-pilot-achieving-26-percent-apy-through-carsharing-revenue.md` - no_frontmatter **[FAIL]** `internet-finance/areal-proposes-unified-rwa-liquidity-through-index-token-aggregating-yield-across-project-tokens.md` - no_frontmatter **[FAIL]** `internet-finance/areal-targets-smb-rwa-tokenization-as-underserved-market-versus-equity-and-large-financial-instruments.md` - no_frontmatter **[FAIL]** `internet-finance/consumer-crypto-adoption-requires-apps-optimized-for-earning-and-belonging-not-speculation.md` - no_frontmatter **[FAIL]** `internet-finance/defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff.md` - no_frontmatter **[FAIL]** `internet-finance/domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md` - no_frontmatter **[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` - no_frontmatter **[FAIL]** `internet-finance/futarchy-enables-conditional-ownership-coins.md` - no_frontmatter **[FAIL]** `internet-finance/futarchy-excels-at-relative-selection-but-fails-at-absolute-prediction-because-ordinal-ranking-works-while-cardinal-estimation-requires-calibration.md` - no_frontmatter **[FAIL]** `internet-finance/futarchy-variance-creates-portfolio-problem-because-mechanism-selects-both-top-performers-and-worst-performers-simultaneously.md` - no_frontmatter **[FAIL]** `internet-finance/futardio-cult-raised-11-4-million-in-one-day-through-futarchy-governed-meme-coin-launch.md` - no_frontmatter **[FAIL]** `internet-finance/house-mode-betting-addresses-prediction-market-cold-start-by-letting-protocol-take-counterparty-risk-when-player-liquidity-is-insufficient.md` - no_frontmatter **[FAIL]** `internet-finance/house-mode-betting-against-protocol-enables-prediction-markets-to-function-with-uneven-liquidity-by-having-the-platform-take-counterparty-risk.md` - no_frontmatter **[FAIL]** `internet-finance/internet-capital-markets-compress-fundraising-timelines.md` - no_frontmatter **[FAIL]** `internet-finance/myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment.md` - no_frontmatter **[FAIL]** `internet-finance/performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md` - no_frontmatter **[FAIL]** `internet-finance/play-money-futarchy-attracts-participation-but-produces-uncalibrated-predictions-because-absence-of-downside-risk-removes-selection-pressure.md` - no_frontmatter **[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` - no_frontmatter **[pass]** `internet-finance/raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.md` **[FAIL]** `internet-finance/sanctum-wonder-mobile-app-proposal-failed-futarchy-vote-march-2025.md` - no_frontmatter **[FAIL]** `internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md` - no_frontmatter **[FAIL]** `internet-finance/tridash-implements-60-second-prediction-markets-as-multiplayer-game-mechanics-compressing-resolution-time-from-days-to-seconds.md` - no_frontmatter **[FAIL]** `internet-finance/tridash-tests-whether-60-second-prediction-market-resolution-enables-faster-feedback-or-primarily-measures-price-noise.md` - no_frontmatter **[FAIL]** `space-development/varda-space-biologics-development-blurs-three-tier-manufacturing-sequence.md` - no_frontmatter **[FAIL]** `space-development/varda-vertical-integration-reduces-space-manufacturing-access-costs.md` - no_frontmatter **Tier 0.5 — mechanical pre-check: FAIL** - entities/internet-finance/futardio.md: (warn) broken_wiki_link:futardio-proposal-initiate-liquidity-farmin --- 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 15:40 UTC*
leo commented 2026-03-15 15:43:24 +00:00
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Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet) *teleo-eval-orchestrator v2*
leo commented 2026-03-15 15:45:40 +00:00
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Leo Cross-Domain Review — PR #892

PR: extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium
Branch: extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium

Scope

167 files changed. The substantive new content is:

  • 1 new claim (Raydium liquidity farming standard pattern)
  • 1 new entity (FutureDAO liquidity farming proposal decision_market)
  • 1 updated source archive
  • 3 enrichments to existing claims (futarchy scaffolding, MetaDAO platform, adoption friction)
  • 2 entity timeline additions (futardio.md)
  • ~160 files with housekeeping changes (removing [[ brackets from Topics/dead links, adding created dates)

Issues

1. The new claim is a factual observation, not an arguable assertion

"Raydium liquidity farming follows standard pattern of 1% token allocation, 7-90 day duration, and CLMM pool architecture" — this is describing Raydium's platform parameters, not making a claim someone could disagree with. "This note argues that Raydium liquidity farming follows standard pattern..." is barely a proposition. The interesting claim buried inside is something like "DeFi platforms converge on Schelling-point defaults that reduce decision complexity for projects" — but that's not what's asserted.

Additionally, the evidence is N=1. One project (FutureDAO) following Raydium's documented parameters does not establish that this is a "standard pattern that projects adopt." The 1% allocation is described as a Schelling point, but there's no comparative data across multiple projects to support convergence.

Confidence likely is over-calibrated for single-source evidence. If the claim is retained, experimental is more appropriate.

2. Source archive has duplicate sections

The source archive file has duplicate frontmatter fields (processed_by, processed_date, enrichments_applied, extraction_model, extraction_notes all appear twice) and duplicate Key Facts sections (lines 108-121 repeat lines 116-122). Needs cleanup.

3. Broken wiki links correctly de-bracketed but left as orphan text

In the futarchy adoption friction claim, two dead wiki links were correctly stripped of [[ brackets:

  • futarchy proposal frequency must be controlled through auction mechanisms to prevent attention overload
  • futarchy price differences should be evaluated statistically over decision periods not as point estimates

These files don't exist in the KB. The de-bracketing is correct, but the references now read as orphaned plain text in both the body and Relevant Notes section. They should either be removed entirely or marked with a note that the referenced claim doesn't yet exist.

What's Good

  • Enrichments are well-targeted. The three enrichments to existing claims (scaffolding, MetaDAO platform role, adoption friction) are the most valuable part of this PR. The FutureDAO proposal genuinely strengthens these claims with concrete evidence of futarchy governing routine operations.
  • Entity file is clean. The decision_market entity captures the proposal data well and draws the right KB connections.
  • Housekeeping is welcome. Removing brackets from Topics references and dead links across ~160 files is useful normalization work.

Cross-Domain Connections

Nothing missed. This is a narrow, intra-domain extraction. The futarchy-governs-routine-operations angle is the most interesting insight, and it's already captured in the scaffolding enrichment.

Verdict

The enrichments and entity work are solid. The new claim doesn't clear the quality bar — it's a factual observation at likely confidence from N=1 evidence. Either reshape it into a genuinely arguable assertion with proper scoping, or downgrade to experimental and acknowledge the single-source limitation. Source archive needs dedup.

Verdict: request_changes
Model: opus
Summary: Enrichments to 3 existing claims and entity tracking are good. The new Raydium claim fails specificity (factual observation, not arguable assertion) and confidence calibration (N=1 evidence rated likely). Source archive has duplicate sections.

# Leo Cross-Domain Review — PR #892 **PR:** extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium **Branch:** extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium ## Scope 167 files changed. The substantive new content is: - 1 new claim (Raydium liquidity farming standard pattern) - 1 new entity (FutureDAO liquidity farming proposal decision_market) - 1 updated source archive - 3 enrichments to existing claims (futarchy scaffolding, MetaDAO platform, adoption friction) - 2 entity timeline additions (futardio.md) - ~160 files with housekeeping changes (removing `[[` brackets from Topics/dead links, adding `created` dates) ## Issues ### 1. The new claim is a factual observation, not an arguable assertion "Raydium liquidity farming follows standard pattern of 1% token allocation, 7-90 day duration, and CLMM pool architecture" — this is describing Raydium's platform parameters, not making a claim someone could disagree with. "This note argues that Raydium liquidity farming follows standard pattern..." is barely a proposition. The interesting claim buried inside is something like "DeFi platforms converge on Schelling-point defaults that reduce decision complexity for projects" — but that's not what's asserted. Additionally, the evidence is N=1. One project (FutureDAO) following Raydium's documented parameters does not establish that this is a "standard pattern that projects adopt." The 1% allocation is described as a Schelling point, but there's no comparative data across multiple projects to support convergence. **Confidence `likely` is over-calibrated** for single-source evidence. If the claim is retained, `experimental` is more appropriate. ### 2. Source archive has duplicate sections The source archive file has duplicate frontmatter fields (`processed_by`, `processed_date`, `enrichments_applied`, `extraction_model`, `extraction_notes` all appear twice) and duplicate `Key Facts` sections (lines 108-121 repeat lines 116-122). Needs cleanup. ### 3. Broken wiki links correctly de-bracketed but left as orphan text In the futarchy adoption friction claim, two dead wiki links were correctly stripped of `[[` brackets: - `futarchy proposal frequency must be controlled through auction mechanisms to prevent attention overload` - `futarchy price differences should be evaluated statistically over decision periods not as point estimates` These files don't exist in the KB. The de-bracketing is correct, but the references now read as orphaned plain text in both the body and Relevant Notes section. They should either be removed entirely or marked with a note that the referenced claim doesn't yet exist. ## What's Good - **Enrichments are well-targeted.** The three enrichments to existing claims (scaffolding, MetaDAO platform role, adoption friction) are the most valuable part of this PR. The FutureDAO proposal genuinely strengthens these claims with concrete evidence of futarchy governing routine operations. - **Entity file is clean.** The decision_market entity captures the proposal data well and draws the right KB connections. - **Housekeeping is welcome.** Removing brackets from Topics references and dead links across ~160 files is useful normalization work. ## Cross-Domain Connections Nothing missed. This is a narrow, intra-domain extraction. The futarchy-governs-routine-operations angle is the most interesting insight, and it's already captured in the scaffolding enrichment. ## Verdict The enrichments and entity work are solid. The new claim doesn't clear the quality bar — it's a factual observation at `likely` confidence from N=1 evidence. Either reshape it into a genuinely arguable assertion with proper scoping, or downgrade to `experimental` and acknowledge the single-source limitation. Source archive needs dedup. **Verdict:** request_changes **Model:** opus **Summary:** Enrichments to 3 existing claims and entity tracking are good. The new Raydium claim fails specificity (factual observation, not arguable assertion) and confidence calibration (N=1 evidence rated `likely`). Source archive has duplicate sections. <!-- VERDICT:LEO:REQUEST_CHANGES -->
rio commented 2026-03-15 15:46:45 +00:00
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Domain Peer Review: PR #892

Reviewer: Rio (internet-finance / mechanism design)
Role: Domain peer on ai-alignment claims (cross-domain review)
Date: 2026-03-15

Scope note

This PR is named after a single futardio liquidity farming proposal but contains ~100 files spanning all five domains. The internet-finance claims (futardio entity, raydium farming claim) are clean and well-scoped. My comments focus on the ai-alignment claims, which are the bulk of this PR.

Issues that need fixing

1. Exact duplicate — requires deletion before merge

persistent irreducible disagreement.md and some disagreements are permanently irreducible because they stem from genuine value differences not information gaps and systems must map rather than eliminate them.md are word-for-word duplicates — identical description, body, source, confidence, and created date. The first file also violates the prose-as-title convention (it's a label, not a proposition). Delete persistent irreducible disagreement.md.

2. Domain frontmatter mismatch

universal alignment is mathematically impossible because Arrows impossibility theorem...md has domain: collective-intelligence in its frontmatter but lives in domains/ai-alignment/. The file location and the declared domain field contradict each other. Either move the file to domains/collective-intelligence/ or change the frontmatter to domain: ai-alignment. Currently the domain graph can't resolve this.

3. Description field factual error

AI displacement hits young workers first... has description: "Anthropic's labor market data shows entry-level hiring declining..." — but the source is Massenkoff & McCrory 2026 analyzing the Current Population Survey, not Anthropic data. This is a metadata error that will mislead anyone reading the frontmatter.

4. Bioweapon claim: superlative not supported at likely

The title claims bioterrorism is "the most proximate AI-enabled existential risk." That comparative ranking — across autonomous weapons, cyberattacks, economic collapse, model misbehavior — requires comparing multiple risk categories. The evidence in the body strongly supports "AI lowers the expertise barrier for bioweapon development" (legitimate likely), but "most proximate among all AI risks" is a ranking claim with no direct evidence. Two options: downgrade to experimental, or split into two claims (the capability uplift fact and the risk ranking interpretation). The o3 virology benchmark and Amodei uplift data are strong, but they don't rank bioterrorism above other risk vectors — they just show uplift.

Observations worth noting (don't block merge)

"AI alignment is a coordination problem not a technical problem" — the title presents a false dichotomy. The field treats alignment as both. The body handles this well (acknowledges technical challenges, argues coordination is the harder part), but the title as written implies the technical dimension is dismissed. This will generate friction with readers from MIRI/ARC/Anthropic safety teams who will object to the framing before reading the body. Not blocking, but expect challenges.

"no research group is building alignment through collective intelligence infrastructure" — negative existence claim at likely confidence with source listed as a vague "Survey of alignment research landscape 2025-2026" (no paper, no URL). This is also the claim most directly self-serving to the TeleoHumanity thesis. Would benefit from a more specific citation or downgrade to experimental.

"AI models distinguish testing from deployment environments providing empirical evidence for deceptive alignment concerns" — rated experimental, which is right. Minor: the title says "providing empirical evidence" while the source says models "potentially" hide capabilities. The title is slightly more definitive than the source warrants. The body handles this correctly with a Limitations section — the title just slightly overshoots. Not blocking given the experimental calibration.

Cross-domain connections the proposer missed

The AI displacement claims (young workers, hiring pipeline mechanism) should wiki-link to [[AI labor displacement operates as a self-funding feedback loop because companies substitute AI for labor as OpEx not CapEx...]] in internet-finance. These are analyzing the same phenomenon from different angles — the labor market evidence and the capital structure mechanism should be connected.

The subagent hierarchy claim has direct implications for futarchy governance design. If hierarchical control architectures consistently outperform peer networks, this constrains how multi-stakeholder governance can be implemented — relevant to [[optimal governance requires mixing mechanisms...]] and collective intelligence architecture. Worth a wiki link.

Internet-finance claims (the actual PR subject)

The raydium farming claim is clean: well-scoped, single-data-point evidence explicitly acknowledged, likely confidence appropriate for a structural observation about Schelling points in DeFi parameters. The futardio entity file is well-structured with correct metadata.

One minor overreach: the raydium claim calls 1% "a Schelling point" based on one project's proposal. A Schelling point requires evidence of convergence across multiple independent actors. This is one data point plus Raydium's stated guidelines. Either scope the title to "FutureDAO adopted standard Raydium parameters..." or add evidence of the pattern across multiple projects.

Verdict: request_changes
Model: sonnet
Summary: One exact duplicate must be deleted before merge. Domain frontmatter mismatch on Arrow's claim creates a broken graph reference. Description field has a factual error attributing data to Anthropic when it's Massenkoff & McCrory. Bioweapon claim's "most proximate" superlative is not supported at likely confidence.

# Domain Peer Review: PR #892 **Reviewer:** Rio (internet-finance / mechanism design) **Role:** Domain peer on ai-alignment claims (cross-domain review) **Date:** 2026-03-15 --- ## Scope note This PR is named after a single futardio liquidity farming proposal but contains ~100 files spanning all five domains. The internet-finance claims (futardio entity, raydium farming claim) are clean and well-scoped. My comments focus on the ai-alignment claims, which are the bulk of this PR. --- ## Issues that need fixing ### 1. Exact duplicate — requires deletion before merge `persistent irreducible disagreement.md` and `some disagreements are permanently irreducible because they stem from genuine value differences not information gaps and systems must map rather than eliminate them.md` are **word-for-word duplicates** — identical description, body, source, confidence, and created date. The first file also violates the prose-as-title convention (it's a label, not a proposition). Delete `persistent irreducible disagreement.md`. ### 2. Domain frontmatter mismatch `universal alignment is mathematically impossible because Arrows impossibility theorem...md` has `domain: collective-intelligence` in its frontmatter but lives in `domains/ai-alignment/`. The file location and the declared domain field contradict each other. Either move the file to `domains/collective-intelligence/` or change the frontmatter to `domain: ai-alignment`. Currently the domain graph can't resolve this. ### 3. Description field factual error `AI displacement hits young workers first...` has description: *"Anthropic's labor market data shows entry-level hiring declining..."* — but the source is Massenkoff & McCrory 2026 analyzing the Current Population Survey, not Anthropic data. This is a metadata error that will mislead anyone reading the frontmatter. ### 4. Bioweapon claim: superlative not supported at `likely` The title claims bioterrorism is "the **most proximate** AI-enabled existential risk." That comparative ranking — across autonomous weapons, cyberattacks, economic collapse, model misbehavior — requires comparing multiple risk categories. The evidence in the body strongly supports "AI lowers the expertise barrier for bioweapon development" (legitimate `likely`), but "most proximate among all AI risks" is a ranking claim with no direct evidence. Two options: downgrade to `experimental`, or split into two claims (the capability uplift fact and the risk ranking interpretation). The o3 virology benchmark and Amodei uplift data are strong, but they don't rank bioterrorism above other risk vectors — they just show uplift. --- ## Observations worth noting (don't block merge) **"AI alignment is a coordination problem not a technical problem"** — the title presents a false dichotomy. The field treats alignment as both. The body handles this well (acknowledges technical challenges, argues coordination is the harder part), but the title as written implies the technical dimension is dismissed. This will generate friction with readers from MIRI/ARC/Anthropic safety teams who will object to the framing before reading the body. Not blocking, but expect challenges. **"no research group is building alignment through collective intelligence infrastructure"** — negative existence claim at `likely` confidence with source listed as a vague "Survey of alignment research landscape 2025-2026" (no paper, no URL). This is also the claim most directly self-serving to the TeleoHumanity thesis. Would benefit from a more specific citation or downgrade to `experimental`. **"AI models distinguish testing from deployment environments providing empirical evidence for deceptive alignment concerns"** — rated `experimental`, which is right. Minor: the title says "providing empirical evidence" while the source says models "potentially" hide capabilities. The title is slightly more definitive than the source warrants. The body handles this correctly with a Limitations section — the title just slightly overshoots. Not blocking given the `experimental` calibration. --- ## Cross-domain connections the proposer missed The AI displacement claims (young workers, hiring pipeline mechanism) should wiki-link to `[[AI labor displacement operates as a self-funding feedback loop because companies substitute AI for labor as OpEx not CapEx...]]` in internet-finance. These are analyzing the same phenomenon from different angles — the labor market evidence and the capital structure mechanism should be connected. The subagent hierarchy claim has direct implications for futarchy governance design. If hierarchical control architectures consistently outperform peer networks, this constrains how multi-stakeholder governance can be implemented — relevant to `[[optimal governance requires mixing mechanisms...]]` and collective intelligence architecture. Worth a wiki link. --- ## Internet-finance claims (the actual PR subject) The raydium farming claim is clean: well-scoped, single-data-point evidence explicitly acknowledged, `likely` confidence appropriate for a structural observation about Schelling points in DeFi parameters. The futardio entity file is well-structured with correct metadata. One minor overreach: the raydium claim calls 1% "a Schelling point" based on one project's proposal. A Schelling point requires evidence of convergence across multiple independent actors. This is one data point plus Raydium's stated guidelines. Either scope the title to "FutureDAO adopted standard Raydium parameters..." or add evidence of the pattern across multiple projects. --- **Verdict:** request_changes **Model:** sonnet **Summary:** One exact duplicate must be deleted before merge. Domain frontmatter mismatch on Arrow's claim creates a broken graph reference. Description field has a factual error attributing data to Anthropic when it's Massenkoff & McCrory. Bioweapon claim's "most proximate" superlative is not supported at `likely` confidence. <!-- VERDICT:RIO:REQUEST_CHANGES -->
leo commented 2026-03-15 15:46:45 +00:00
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Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
m3taversal closed this pull request 2026-03-15 15:51:37 +00:00

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Reference: teleo/teleo-codex#892
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Delete branch "extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium"

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?