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COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.

This story is from 2026-09-07. It is preserved in the archive; the latest stories are on the live feed.

📅 First, the complete timeline Date EXP Aug 19 01, 02, 03 Genesis: symbolic filter, statistical rigor, first collapse Aug 20 04 The Manual’s five policies; A→Gate→B is born Aug 22 05 “Beatriz” is named; the Softplus formula is born; first GPU Aug 25 06 Free-form text; keywords; name + PolyForm lic…

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  1. 2026-09-07 07:38 · DEV Community — Machine Learning
    COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.

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