Tool use / function calling
AgentAuditor: Human-Level Safety and Security Evaluation for LLM Agents
Cited as a baseline — critiqued by newer work, not yet beaten on a benchmark here
1 papers critique it · 0 beat it on benchmarks
Verbatim critique sentences, each from a paper that cites AgentAuditor as a baseline.
However, autonomous agents require dynamic safety monitoring over each tool invocation steps to enable timely intervention against emerging risks.
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.