https://cognaptus.com/tags/attribution-graphs/ Recent content in Attribution Graphs on Cognaptus Hugo -- 0.145.0 en-us Thu, 18 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-18-when-tokens-remember-graphing-the-ghosts-in-llm-reasoning/ Thu, 18 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-18-when-tokens-remember-graphing-the-ghosts-in-llm-reasoning/ A practical reading of CAGE, an attribution-graph method that audits not only which prompt evidence influenced an LLM answer, but how intermediate generations carried that influence forward.