https://cognaptus.com/tags/scientific-retrieval/ Recent content in Scientific-Retrieval on Cognaptus Hugo -- 0.145.0 en-us Thu, 15 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-15-train-where-the-retriever-is-confused/ Thu, 15 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-15-train-where-the-retriever-is-confused/ REPAIR shows how scientific retrievers can spend training effort on diagnosed confusion, admit synthetic supervision only after evidence checks, and stop iterating when marginal gains flatten.