LLM debate agents with neutral personas lean Democratic, Republican personas drift toward neutral, gender awareness alters stances, and homogeneous groups can show echo chamber attitude intensification.
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Revealing Political Bias in LLMs through Structured Multi-Agent Debate
LLM debate agents with neutral personas lean Democratic, Republican personas drift toward neutral, gender awareness alters stances, and homogeneous groups can show echo chamber attitude intensification.