What the Trace Shows and What the Label Says: Auditing Behavioral Detectors in Agent Evaluation
arXiv:2610.30491v1 Announce Type: new Abstract: LLM agents are often evaluated by reducing execution traces to labels such as final-answer correctness, tool verification, and fault propagation. These labels are measurements produced by parsers, behavioral detectors, and harness…
AI Summary & Key Takeaways
- arXiv:2610.30491v1 Announce Type: new Abstract: LLM agents are often evaluated by reducing execution traces to labels such as final-answer correctness, tool verification, and fault propagation
- These labels are measurements produced by parsers, behavioral detectors, and harness…
What the Trace Shows and What the Label Says: Auditing Behavioral Detectors in Agent Evaluation
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