AINeutralarXiv – CS AI · Feb 277/106
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Epistemic Filtering and Collective Hallucination: A Jury Theorem for Confidence-Calibrated Agents
Researchers propose a new framework for collective decision-making where AI agents can abstain from voting when uncertain, extending the Condorcet Jury Theorem to confidence-gated settings. The study shows this selective participation approach can improve group accuracy and potentially reduce hallucinations in large language model systems.