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Merge pull request 'extract: 2025-00-00-frontiers-futarchy-desci-empirical-simulation' (#974) from extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation into main

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inbox/archive/.extraction-debug/2025-00-00-frontiers-futarchy-desci-empirical-simulation.json Normal file
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@ -0,0 +1,44 @@
{
"rejected_claims": [
{
"filename": "futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md",
"issues": [
"missing_attribution_extractor"
]
}
],
"validation_stats": {
"total": 3,
"kept": 0,
"fixed": 7,
"rejected": 3,
"fixes_applied": [
"futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md:set_created:2026-03-15",
"futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md:stripped_wiki_link:speculative-markets-aggregate-information-through-incentive-",
"futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md:stripped_wiki_link:MetaDAOs-futarchy-implementation-shows-limited-trading-volum",
"kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:set_created:2026-03-15",
"kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:stripped_wiki_link:coin-price-is-the-fairest-objective-function-for-asset-futar",
"governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:set_created:2026-03-15",
"governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:stripped_wiki_link:MetaDAOs-futarchy-implementation-shows-limited-trading-volum"
],
"rejections": [
"futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md:missing_attribution_extractor",
"kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:missing_attribution_extractor",
"governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:missing_attribution_extractor"
]
},
"model": "anthropic/claude-sonnet-4.5",
"date": "2026-03-15"
}

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inbox/archive/2025-00-00-frontiers-futarchy-desci-empirical-simulation.md
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@ -7,10 +7,14 @@ date: 2025-00-00
domain: internet-finance domain: internet-finance
secondary_domains: [collective-intelligence, ai-alignment] secondary_domains: [collective-intelligence, ai-alignment]
format: paper format: paper
status: unprocessed status: null-result
priority: high priority: high
tags: [futarchy, DeSci, DAOs, empirical-evidence, VitaDAO, simulation, governance-cadence] tags: [futarchy, DeSci, DAOs, empirical-evidence, VitaDAO, simulation, governance-cadence]
flagged_for_theseus: ["DeSci governance patterns relevant to AI alignment coordination mechanisms"] flagged_for_theseus: ["DeSci governance patterns relevant to AI alignment coordination mechanisms"]
processed_by: rio
processed_date: 2026-03-15
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "LLM returned 3 claims, 3 rejected by validator"
--- ---
## Content ## Content
@ -43,3 +47,10 @@ Academic paper examining futarchy adoption in DeSci (Decentralized Science) DAOs
PRIMARY CONNECTION: [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] PRIMARY CONNECTION: [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]
WHY ARCHIVED: Peer-reviewed evidence that futarchy converges with voting in low-information-asymmetry environments — defines the boundary condition where markets DON'T beat votes WHY ARCHIVED: Peer-reviewed evidence that futarchy converges with voting in low-information-asymmetry environments — defines the boundary condition where markets DON'T beat votes
EXTRACTION HINT: Focus on the boundary condition claim — when does futarchy add value vs when does it converge with voting? The information asymmetry dimension is the key variable EXTRACTION HINT: Focus on the boundary condition claim — when does futarchy add value vs when does it converge with voting? The information asymmetry dimension is the key variable
## Key Facts
- VitaDAO retrospective simulation covered proposals up to April 2025
- 13 DeSci DAOs analyzed: AthenaDAO, BiohackerDAO, CerebrumDAO, CryoDAO, GenomesDAO, HairDAO, HippocratDAO, MoonDAO, PsyDAO, VitaDAO, and others
- Most DeSci DAOs operate below 1 proposal/month governance frequency
- Paper published in Frontiers in Blockchain, peer-reviewed academic journal