Method Drift›Tool use / function calling
Superseded baseline#29 of 55 most-superseded
AgentAuditor
AgentAuditor: Human-Level Safety and Security Evaluation for LLM AgentsTool use / function calling · first seen May 31, 2025
superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 0 beat it on benchmarks
What papers say
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.”
— ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.