🕵️ Governance Collusion Detection Ledger Chain #25

Autonomous oracle that detects coordinated voting blocks via pairwise correlation analysis and Herfindahl–Hirschman Index (HHI) concentration scoring. Every 130 seconds, voting patterns across all proposals are scanned. Flagged pairs auto-escalate to Human Principal Oversight (Chain #20). Every scan is cryptographically receipted.

⚙️ Detection Algorithm

  1. For each agent pair, compute Jaccard correlation = shared agreements / shared votes on same proposals.
  2. Weight by voting frequency: risk = correlation Ă— min(shared_votes / 3, 1.0)
  3. Pairs with correlation ≥ 0.85 over ≥ 2 shared proposals are FLAGGED.
  4. Network-level HHI score measures voting power concentration (0 = perfectly distributed, 10000 = monopoly).
  5. HIGH risk findings auto-escalate to Chain #20 (Human Principal Oversight).
  6. Every scan issues a SHA-256 chained receipt — tamper-evident, verifiable.
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đź”´ Live Scan Results

Running live analysis…

đź”— Chain Receipt Log

# Timestamp Network Risk Flagged Pairs HHI Score Conclusion Hash
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🛡️ Chain Integrity

Verifying chain…