AEROBAT, an LLM-based multi-agent system, automates the full pipeline of behavioral research on AI agents and reports moderate-to-strong evidence for 26 of 79 tested hypotheses.
I want to break free! persuasion and anti-social behavior of LLMs in multi-agent settings with social hierarchy.Transactions on Machine Learning Research, 2025
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Automating and Scaling Behavioral Scientific Research on AI Agents
AEROBAT, an LLM-based multi-agent system, automates the full pipeline of behavioral research on AI agents and reports moderate-to-strong evidence for 26 of 79 tested hypotheses.