Risky-Bench: Evaluating Agentic Safety Risks in Real-World Life-Assist Deployments.

arXiv:2602.03100v2 Announce Type: replace Abstract: Large Language Models (LLMs) are increasingly deployed as agents that operate in real-world environments, introducing safety risks beyond linguistic harm through tool use, external transactions, and multi-ste