AINeutralarXiv – CS AI · Mar 47/102
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Credibility Governance: A Social Mechanism for Collective Self-Correction under Weak Truth Signals
Researchers propose Credibility Governance (CG), a new mechanism that improves collective decision-making on online platforms by dynamically scoring agent and opinion credibility based on alignment with emerging evidence. Testing in simulated environments shows CG outperforms traditional voting and stake-weighted systems, offering better resistance to misinformation and manipulation.