Atlas · GenAI 2026
Agent Evaluation
Measuring agent trajectories, tool-use correctness and task success (τ-bench, WebArena, SWE-bench) — beyond single-turn output scoring.
conceptPeak: 2025Evaluation DesignAI consensus: 0/3
Prerequisites
- hardAI Agent Design
You must understand agent loops to evaluate them.
Extends single-turn eval to multi-step trajectories.
Recommended reference
τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains — arXiv 2406.12045