{"type": "article", "title": "I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-built-an-epistemic-gate-to-stop-llm-data-poisoning-during-fine-tuning-tested-5", "original_source": "https://dev.to/dante777/i-built-an-epistemic-gate-to-stop-llm-data-poisoning-during-fine-tuning-tested-across-5-42kk", "published": "2026-09-12T07:11:12+00:00", "accessed": "2026-09-12", "id": "i-built-an-epistemic-gate-to-stop-llm-data-poisoning-during-fine-tuning-tested-5"}