SchemeArena: Factorized Stress Testing of Scheming in LLM Agents
This work introduces SCHEMEARENA, a 400-scenario benchmark for scalable scheming stress testing, constructed through a factorized scenario synthesis framework spanning diverse safety-relevant tool domains, instrumental goals, oversight conditions, and pressure mechanisms.
Jie Ruan, I. Nair, Amy Liu et al.
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