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The $100M AI Failure That Didn't Happen

Published on: July 27, 2025

#AI#Trust Debt#Case Study#FIM#Risk Management
https://thetadriven.com/blog/the-100m-ai-failure-that-didnt-happen
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Themes in This Post

AITrust DebtCase StudyFIMRisk ManagementFIM FrameworkDriftAI Black Box Problem

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Tolerance panels · the instrument that judged every edit to this post

Green in-lane · amber a little out · red drift. Every panel is a real commit, byte-identical on recompute. Tap any panel to open it on GitHub.

tolerance panel for commit cad478d — fix(blog): sweep daily-unit + untethered-0.3% violations — Rule 24/25 cleanup
05-11 · cad478d
Geometric Driven Development — 1 measured edit to this post. Recompute any of them yourself: npx thetacog-mcp attest-demo