Method Drift›Tool use / function calling
Superseded baseline#36 of 55 most-superseded
GuardAgent
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled ReasoningTool use / function calling · first seen Jun 13, 2024
superseded — cited as a baseline and beaten by newer methods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 GuardAgent as a baseline.
“GuardAgent relies on manually specified rules, which limits its coverage and generalization to predefined scenarios.”
— 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Recent methods in the same sub-problem, not yet superseded in the knowledge base.