Data Party THU

Feb 18, 2026 · Artificial Intelligence

Why Top AI Agents Fail in Real Work: Inside the Trainee‑Bench Benchmark

The article analyzes the gap between high benchmark scores and poor real‑world performance of AI agents, introduces the Trainee‑Bench workplace simulator, details its three evaluation dimensions, construction steps, and reveals that even state‑of‑the‑art models achieve low success rates, highlighting the need for autonomous learning and zero‑hand‑over.