{"type": "article", "title": "COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/comprehensive-analysis-the-calibration-phase-exp01-07-i-built-an-epistemic-gate", "original_source": "https://dev.to/dante777/comprehensive-analysis-the-calibration-phase-exp01-07-i-built-an-epistemic-gate-to-stop-llm-data-2adm", "published": "2026-09-07T07:38:22+00:00", "accessed": "2026-09-08", "id": "comprehensive-analysis-the-calibration-phase-exp01-07-i-built-an-epistemic-gate"}