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Why Your AI Assistant Forgets Everything After Updates

Published on: August 12, 2025

#AI Drift#Semantic Drift#AI Reliability#Pattern Recognition#FIM Technology
https://thetadriven.com/blog/2025-08-12-why-your-ai-assistant-forgets-everything-after-updates
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Themes in This Post

AI DriftSemantic DriftAI ReliabilityPattern RecognitionFIM TechnologyDriftSemantic MeaningRecognition Moment

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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
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Geometric Driven Development — 1 measured edit to this post. Recompute any of them yourself: npx thetacog-mcp attest-demo