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RESEARCH32

Multi-Persona Debate System for Automated Scientific Hypothesis Generation

arXiv CS.CLΒ·May 26, 2026

The Multi-Persona Debate System (MPDS) is a literature-grounded framework designed to automate scientific hypothesis generation, specifically addressing the challenge of synthesizing fragmented knowledge in areas like battery materials research. It combines literature retrieval, large language model reasoning, and multi-agent debate to enable negotiation between personas while preserving evidence traceability.

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