Agent Evaluation — Task Success Rate, Eval Harnesses, Benchmarks
How to evaluate AI agents: eval harnesses, task success rate, benchmarks like GAIA and Tau-Bench, LLM-as-a-judge — and how it differs from pure model quality.
Redaktion
Bewertung von LLM-Qualität — Evals, Benchmarks, Judges.
How to evaluate AI agents: eval harnesses, task success rate, benchmarks like GAIA and Tau-Bench, LLM-as-a-judge — and how it differs from pure model quality.
How to tell whether an LLM system actually works: three evaluation layers from benchmarks to CI evals, plus pitfalls like Goodhart and judge bias.