AINeutralarXiv – CS AI · 14h ago6/10
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Network Effects and Agreement Drift in LLM Debates
Researchers examining LLM agent behavior in simulated debates discovered a phenomenon called 'agreement drift,' where AI agents systematically shift toward specific positions on opinion scales in ways that don't mirror human behavior. The study reveals critical biases in using LLMs as proxies for human social systems, particularly when modeling minority groups or unbalanced social contexts.