https://cognaptus.com/tags/evidence-assembly/ Recent content in Evidence Assembly on Cognaptus Hugo -- 0.145.0 en-us Fri, 12 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-12-replace-dont-expand-when-rag-learns-to-throw-things-away/ Fri, 12 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-12-replace-dont-expand-when-rag-learns-to-throw-things-away/ SEAL-RAG shows why multi-hop retrieval systems often need better evidence replacement, not larger context windows.