Evaluation design and benchmarks · MLD-0041
Agent evaluation
Assessing a tool-using system's actions, task outcomes, reliability, and constraints over complete trajectories.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Test whether an agent finishes a task without unauthorized actions.
Original caveat
Final-answer quality can hide unsafe intermediate actions.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · LLM · SLM · Safety.
Aliases: None recorded.