07:38
2026-09-07
dev.to
artificial-intelligence
COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.
A developer detailed a 17-day project building an 'epistemic gate' to prevent LLM data poisoning during fine-tuning, culminating in the Beatriz architecture. The work, conducted on a 2006 Toshiba, evo…