AI Step-by-Step

Mar 28, 2026 · Artificial Intelligence

How to Evaluate Agent Performance Across Different Scenarios

The article proposes a four‑dimensional framework—task result, output structure, behavior boundary, and long‑term stability—to systematically validate AI agents in varied business contexts such as e‑commerce, manufacturing, insurance, and HR, emphasizing concrete evidence over subjective impressions.