Tom Pecher
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126
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Multiagent×1AI×1NLP×1
Research Timeline
2026
Social Reasoning in Machines: Investigating Collective Truth-Seeking Dynamics in Large Language Model Debate
This paper simulates the Argumentative Theory of Reasoning (ATR) using multi-agent debate among LLMs, demonstrating that collective adversarial discourse significantly enhances truth-seeking performance compared to individual model performance.
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