04:00
2026-10-01
machinebrief.com
artificial-intelligence
When Order Matters: First-Speaker Bias and Mitigation through Personality in Sequential Multi-Agent Debate
A new arXiv paper (2609.38964v1) reports that sequential multi-agent debate (MAD) among large language models suffers from a pronounced first-speaker bias, in which agents disproportionately shape the…