ActBench: Self-Evolving Benchmark of Behavioral Safety in Cowork Agents
This work defines behavioral safety and introduces ActBench, a self-evolving benchmark that evaluates such behavior risk from execution trajectories rather than final responses, and proposes a dual evidence verification mechanism that verifies agent execution safety and utility through log evidence and LLM-based trajec...