Yaqin Hei
Agent AuditSeriesVideosAboutSubscribe

Tag

Fail-Closed

1 post

May 17, 2026

Why a 70% Critic Beats a 95% Critic — A Fail-Closed Design Deep Dive | Agentic AI in Practice (III)

A Critic second-pass review is the only thing standing between an L2 customer-service Agent and a refund mistake. But the '95% automation rate' vendors keep showing you is almost always fail-open — Critic times out, the action passes through. Five minutes to see through three flavors of fake backstop; ten minutes to redraw your team's design.

Agentic AI in Practice · 22 min read · EN · 中
← All posts

© 2026 Yaqin Hei · About

X @yaqinhei · GitHub @AmyHei · amyheiny@gmail.com · 公众号 京墨AI研习社 · 视频号 Yaqin.AI