https://aiforhumanexpertise.com/tags/retrieval-augmented-generation/Recent content in Retrieval-Augmented-Generation on AI For Human ExpertiseHugoen-gbMon, 29 Jun 2026 00:00:00 +0000https://aiforhumanexpertise.com/blog/from-rag-to-kag-the-structured-knowledge-upgrade/Mon, 29 Jun 2026 00:00:00 +0000https://aiforhumanexpertise.com/blog/from-rag-to-kag-the-structured-knowledge-upgrade/<h2 id="rag-solved-one-problem-and-created-another">RAG Solved One Problem And Created Another</h2> <p>Retrieval augmented generation became the default architecture for grounding language model outputs in 2023 and 2024, and for good reason. It addressed the most obvious failure mode of out-of-the-box large language models, which was producing fluent text on topics the model did not actually have current or correct information about. RAG pulls relevant documents into the model&rsquo;s context at inference time. The model can cite them. Hallucinations drop. Useful systems get built.</p>