Revealing Political Bias in LLMs through Structured Multi-Agent Debate

Aishwarya Bandaru, Fabian Bindley, Trevor Bluth +3

Large language models (LLMs) are increasingly used to simulate social behaviour, yet their political biases and interaction dynamics in debates remain underexplored. We investigate…