{"type": "article", "title": "Confidence-Gated AI: When Should a Model Refuse to Auto-Correct?", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/confidence-gated-ai-when-should-a-model-refuse-to-auto-correct", "original_source": "https://dev.to/naveen_vikram_4022af2f49a/confidence-gated-ai-when-should-a-model-refuse-to-auto-correct-6jd", "published": "2026-09-16T17:33:54+00:00", "accessed": "2026-09-16", "id": "confidence-gated-ai-when-should-a-model-refuse-to-auto-correct"}