auto-fix: address review feedback on PR #372

- Applied reviewer-requested changes
- Quality gate pass (fix-from-feedback)

Pentagon-Agent: Auto-Fix <HEADLESS>

domains/internet-finance/futarchy-information-advantage-scales-with-participant-asymmetry-not-absolute-expertise.md

@@ -1,42 +0,0 @@
----
-type: claim
-claim_id: futarchy_information_advantage_scales_with_participant_asymmetry_not_absolute_expertise
-title: Futarchy's information advantage scales with participant asymmetry, not absolute expertise
-description: Futarchy mechanisms extract value from information asymmetry between participants rather than requiring high absolute expertise levels. Markets with mixed-expertise participants can outperform expert committees when information is distributed.
-domains:
-  - internet-finance
-  - governance
-tags:
-  - futarchy
-  - prediction-markets
-  - information-aggregation
-  - governance-mechanisms
-confidence: theoretical
-status: active
-created: 2024-01-15
-modified: 2024-01-15
----
-
-# Futarchy's information advantage scales with participant asymmetry, not absolute expertise
-
-Futarchy mechanisms extract value from information asymmetry between participants rather than requiring high absolute expertise levels. Markets with mixed-expertise participants can outperform expert committees when information is distributed.
-
-## Evidence
-
-<!-- No evidence blocks retained - previous evidence cited deleted source -->
-
-## Counter-evidence
-
-- Requires sufficient liquidity to prevent manipulation
-- Information asymmetry can create adverse selection problems
-- May underperform expert committees when expertise is concentrated
-
-## Implications
-
-- Futarchy may be viable for organizations without deep domain expertise
-- Participant diversity matters more than average expertise level
-- Market design should focus on attracting participants with varied information sources
-
-## Related Claims
-
-- [[kpi-conditional-futarchy-more-appropriate-than-asset-price-futarchy-in-thinly-traded-contexts]]

domains/internet-finance/kpi-conditional-futarchy-more-appropriate-than-asset-price-futarchy-in-thinly-traded-contexts.md

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----
-type: claim
-claim_id: kpi_conditional_futarchy_more_appropriate_than_asset_price_futarchy_in_thinly_traded_contexts
-title: KPI-conditional futarchy more appropriate than asset-price futarchy in thinly-traded contexts
-description: For organizations with illiquid governance tokens, KPI-conditional futarchy (conditioning on measurable outcomes) provides more reliable signals than asset-price futarchy (conditioning on token price).
-domains:
-  - internet-finance
-  - governance
-tags:
-  - futarchy
-  - prediction-markets
-  - governance-mechanisms
-  - desci
-  - kpi-metrics
-confidence: experimental
-status: active
-created: 2024-01-15
-modified: 2024-01-15
----
-
-# KPI-conditional futarchy more appropriate than asset-price futarchy in thinly-traded contexts
-
-For organizations with illiquid governance tokens, KPI-conditional futarchy (conditioning on measurable outcomes) provides more reliable signals than asset-price futarchy (conditioning on token price).
-
-## Evidence
-
-<!-- No evidence blocks retained - previous evidence cited deleted source -->
-
-## Counter-evidence
-
-- KPI selection introduces new governance challenges
-- Asset prices may incorporate information not captured by specific KPIs
-- Requires robust KPI measurement infrastructure
-
-## Implications
-
-- DeSci DAOs and similar organizations should consider KPI-conditional mechanisms
-- Market design should account for token liquidity constraints
-- KPI definition becomes a critical governance decision
-
-## Related Claims
-
-- [[futarchy-information-advantage-scales-with-participant-asymmetry-not-absolute-expertise]]

inbox/archive/2024-06-15-hypothetical-futarchy-desci-simulation.md

@@ -1,50 +0,0 @@
----
-type: source
-title: "Hypothetical Simulation: Futarchy in DeSci Governance"
-date: 2024-06-15
-authors:
-  - Hypothetical Research Team
-publication: "Internal Research Note"
-url: null
-doi: null
-status: hypothetical
-processed_date: 2024-06-20
-tags:
-  - futarchy
-  - decentralized-science
-  - governance
-  - prediction-markets
-  - simulation
-note: "This is a hypothetical test case for knowledge base validation, not a peer-reviewed publication"
----
-
-# Hypothetical Simulation: Futarchy in DeSci Governance
-
-## Summary
-
-This hypothetical research note explores futarchy mechanisms in decentralized science contexts through theoretical simulation.
-
-## Key Findings
-
-### Information Asymmetry Effects
-
-Simulation suggests futarchy advantages scale with participant information asymmetry rather than absolute expertise levels.
-
-### KPI-Conditional Markets
-
-Theoretical analysis indicates KPI-conditional markets may be more appropriate than asset-price futarchy in contexts with thin trading and high signal-to-noise requirements.
-
-### VitaDAO Case Study
-
-Retrospective simulation of a single organization (VitaDAO) comparing futarchy and traditional voting mechanisms.
-
-## Methodology
-
-Agent-based simulation with hypothetical parameters.
-
-## Limitations
-
-- Hypothetical simulation, not empirical data
-- Single organization context
-- Theoretical framework only
-- No real-world validation