Lots of JevRAG variants showing up. Interesting to say the least. You can’t really make any conclusions with these scoped tests but it raise…

Lots of JevRAG variants showing up. Interesting to say the least. You can’t really make any conclusions with these scoped tests but it raises discussions and exciting directions to find optimization in current RAG and agentic systems. I have been testing a JevRAG of my own for paper exploration. So far, I have had more success with Jev for reranking and some very interesting ways to search papers combining semantic search and Jev. More on that soon. Didn't expect this 🤯 We replaced embeddings with Jev in GPT Researcher's RAG pipeline and tested both on 28 research tasks from SimpleQA and open ended research. Jev beat embeddings on every quality measure we ran: - 59% more relevant context (73% vs 46%) - Reports preferred 15 …

On building an agent harness from scratch. Got so many questions about where to get started. My short guide (feed it to your agent): If you …
Very interesting new paper from Microsoft and colleagues. (bookmark it) Skill libraries are used in every major harness on the assumption th…
Super interesting paper from Google and colleagues. It studies where it's possible to distill an agent harness. With the specialized harness…

Source: DAIR.AI (X) | 2026-09-28

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