auto-fix: address review feedback on PR #423

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

Pentagon-Agent: Auto-Fix <HEADLESS>

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

@@ -0,0 +1,21 @@
+---
+type: claim
+title: DeFi insurance hybrid claims assessment routes clear exploits to automation and ambiguous disputes to governance, resolving the speed-fairness tradeoff
+domain: internet-finance
+confidence: speculative
+created: 2026-01-01
+processed_date: 2026-01-01
+source:
+  - inbox/archive/2026-01-01-futardio-launch-vaultguard.md
+depends_on:
+  - "[[Optimal governance requires mixing mechanisms that handle different types of decisions]]"
+challenged_by: []
+---
+
+DeFi insurance protocols combining on-chain automated triggers for unambiguous exploits with governance-based assessment for edge cases could resolve the tension between payout speed and fairness. VaultGuard's proposed hybrid model routes claims through automated verification when exploit fingerprints are clear (reentrancy patterns, oracle manipulation signatures), escalating ambiguous cases to token-weighted governance.
+
+This applies the mixed-mechanism governance principle to insurance claims routing. Automated paths provide speed for straightforward cases; governance preserves human judgment for novel attacks or disputed causation.
+
+**Limitations**: The claim assumes verifiable on-chain fingerprints exist for "clear-cut" cases, but the oracle problem remains: who determines when the unambiguous exploit threshold is met? Oracle manipulation and complex MEV attacks often blur this line in practice, potentially creating disputes about which assessment path applies.
+
+**Empirical status**: VaultGuard launched on Futardio with initialized status, $10 funding target, and no committed capital as of 2026-01-01. No operational evidence exists for hybrid routing effectiveness. The theoretical argument is sound, but the empirical question is open.

domains/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

@@ -0,0 +1,21 @@
+---
+type: claim
+title: Protocol-specific first-loss staking creates stronger DeFi insurance underwriting incentives than socialized coverage pools because stakers bear concentrated losses on protocols they select
+domain: internet-finance
+confidence: speculative
+created: 2026-01-01
+processed_date: 2026-01-01
+source:
+  - inbox/archive/2026-01-01-futardio-launch-vaultguard.md
+depends_on:
+  - "[[Expert staking with slashing mechanisms aligns incentives by concentrating losses on decision-makers]]"
+challenged_by: []
+---
+
+DeFi insurance protocols using protocol-specific first-loss staking create stronger underwriting incentives than socialized pools. When stakers allocate capital to specific protocols and absorb the first tranche of losses from those protocols, they face concentrated downside from poor selection. This contrasts with socialized models where losses spread across all participants regardless of individual protocol choices.
+
+VaultGuard's proposed model requires stakers to choose protocols and stake capital as first-loss absorbers. If the covered protocol suffers an exploit, stakers lose their stake before the broader pool pays claims. This mechanism applies the expert-staking-with-burns principle to insurance underwriting.
+
+**Challenges**: Diversification advocates argue socialized pools reduce idiosyncratic risk and enable broader coverage. The concentrated exposure that creates strong incentives also fragments capital across protocols, potentially creating coverage capacity bottlenecks that socialized pools avoid. Protocol-specific staking may improve selection quality but reduce capital efficiency.
+
+**Empirical status**: VaultGuard launched on Futardio with initialized status, $10 funding target, and no committed capital as of 2026-01-01. The mechanism design remains untested even at small scale.

inbox/archive/2026-01-01-futardio-launch-vaultguard.md

@@ -6,9 +6,15 @@ url: "https://www.futard.io/launch/3v2y6wZA46qwkiuYR9nn7fucHxC5qjW4BNBH5qdmzLSx"
 date: 2026-01-01
 domain: internet-finance
 format: data
-status: unprocessed
+status: processed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
+processed_by: Rio
+processed_date: 2026-03-11
+claims_extracted:
+  - "defi-insurance-hybrid-claims-assessment-routes-clear-exploits-to-automation-and-ambiguous-disputes-to-governance-resolving-the-speed-fairness-tradeoff"
+  - "protocol-specific-first-loss-staking-creates-stronger-defi-insurance-underwriting-incentives-than-socialized-coverage-pools-because-stakers-bear-concentrated-losses-on-protocols-they-select"
+enrichments: []
 ---
 
 ## Launch Details