{"slug": "rag-didn-t-die-it-moved-up-the-stack", "title": "RAG Didn't Die—It Moved Up The Stack", "summary": "RAG (Retrieval-Augmented Generation) has not died but evolved to higher levels of the AI stack, according to Forbes Councils Member Ben Gutkovich. The article argues that despite claims of its demise, RAG remains relevant as it moves up the technology stack, continuing to play a key role in AI systems.", "body_md": "# RAG Didn't Die—It Moved Up The Stack\n\nBy Ben Gutkovich, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)The narrative that RAG is dead has been repeated by enough credible voices that many engineering leaders have started to believe it.\n\nThe narrative that\n\n[RAG](/glossary/rag)is dead has been repeated by enough credible voices that many engineering leaders have started to believe it.Get AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/rag-didn-t-die-it-moved-up-the-stack", "canonical_source": "https://www.machinebrief.com/news/rag-didnt-dieit-moved-up-the-stack-o5ph", "published_at": "2026-07-09 14:45:00+00:00", "updated_at": "2026-07-09 16:49:23.411115+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-infrastructure"], "entities": ["Ben Gutkovich", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/rag-didn-t-die-it-moved-up-the-stack", "markdown": "https://wpnews.pro/news/rag-didn-t-die-it-moved-up-the-stack.md", "text": "https://wpnews.pro/news/rag-didn-t-die-it-moved-up-the-stack.txt", "jsonld": "https://wpnews.pro/news/rag-didn-t-die-it-moved-up-the-stack.jsonld"}}