The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway

A survey of 157 enterprises finds that while AI agents are given more autonomy, trust in the evaluations that govern that autonomy is waning. Half of the firms have already shipped an agent that passed internal evaluations but failed in production, and only one in twenty fully trusts automated evaluation today. The most‑cited weakness is the misalignment between evaluations and real‑world outcomes.

Summary written by Kernelia from the original article by VentureBeat AI. The story and its rights belong to its author.