{"type": "article", "title": "When to Remove an AI Chatbot: A Decision Procedure", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-to-remove-an-ai-chatbot-a-decision-procedure", "original_source": "https://dev.to/multigrid/when-to-remove-an-ai-chatbot-a-decision-procedure-ecb", "published": "2026-08-12T17:05:34+00:00", "accessed": "2026-08-12", "id": "when-to-remove-an-ai-chatbot-a-decision-procedure"}