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rio: extract from 2025-00-00-frontiers-futarchy-desci-empirical-simulation.md

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- Source: inbox/archive/2025-00-00-frontiers-futarchy-desci-empirical-simulation.md
- Domain: internet-finance
- Extracted by: headless extraction cron (worker 2)

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inbox/archive/2025-00-00-frontiers-futarchy-desci-empirical-simulation.md
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@ -7,10 +7,15 @@ date: 2025-00-00
domain: internet-finance
secondary_domains: [collective-intelligence, ai-alignment]
format: paper
status: unprocessed
status: null-result
priority: high
tags: [futarchy, DeSci, DAOs, empirical-evidence, VitaDAO, simulation, governance-cadence]
flagged_for_theseus: ["DeSci governance patterns relevant to AI alignment coordination mechanisms"]
processed_by: rio
processed_date: 2026-03-11
enrichments_applied: ["MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md", "speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md", "coin price is the fairest objective function for asset futarchy.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "High-value academic source providing empirical evidence on futarchy boundary conditions. Two major claims extracted: (1) information asymmetry as the key variable determining futarchy's advantage over voting, and (2) KPI-conditional markets as alternative to asset-price futarchy. Three enrichments applied to existing claims. Nine DeSci DAO entities created for dataset completeness. The VitaDAO null result (futarchy = voting outcomes) is potentially the most important finding, as it defines when markets DON'T beat votes."
---
## Content
@ -43,3 +48,10 @@ 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]]
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
## Key Facts
- 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 cadence
- VitaDAO retrospective simulation covered all proposals through April 2025
- Study published in Frontiers in Blockchain (peer-reviewed academic journal)