Can LLMs Be CEOs? Benchmarking Strategic Resource Reallocation with Multi-Role Agent Simulation

In three linesCEO-Bench, a multi-agent benchmark, evaluates LLMs' ability to make strategic resource reallocation decisions. Five frontier models tested on 13 scenarios show high structural validity but diverge on strategic calibration. Failure modes include single-advisor capture and historical amnesia.

Summary generated by Claude — human-verified