{"type": "article", "title": "When the LLM Refuses: A Fallback Chain That Salvages Most Refusals", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-the-llm-refuses-a-fallback-chain-that-salvages-most-refusals", "original_source": "https://dev.to/sm1ck/when-the-llm-refuses-a-fallback-chain-that-salvages-most-refusals-52i7", "published": "2026-05-31T01:45:23+00:00", "accessed": "2026-07-15", "id": "when-the-llm-refuses-a-fallback-chain-that-salvages-most-refusals"}