Skip to content
Peter's Stack
  • Home
  • About
  • Topics
  • Privacy
  • Contact
  • 한국어

Calibration

AI Says It’s 90% Confident. Should You Automate?

September 30, 2026 by Peter

A confidence score makes an automation rule look easy. My JEV email classification PoC showed why the score must first be tested against outcomes and weighed against the consequences of a wrong decision.

Categories Enterprise AI Tags AI Confidence, Calibration, Enterprise AI, Human in the Loop, Salesforce

Recent Posts

  • The AI Code Review Bottleneck: Why Does Faster Code Generation Create More Work?
  • Why Did the Same Decision API Produce Different Answers? Question Engineering with Microsoft Decision-1 and JEV
  • How Should Enterprises Calculate AI ROI? Measure Cost per Accepted Business Outcome, Not Token Spend
  • Why Can Agent Skills Reduce Performance? Lessons from Microsoft Research and Enterprise AI
  • Agent Skills vs MCP: How SKILL.md Changes the Way AI Agents Work
© 2026 Peter's Stack · About · Contact · Privacy Policy