LLM Explainability on Cognaptus

LLM Explainability on Cognaptus https://cognaptus.com/tags/llm-explainability/ Recent content in LLM Explainability on Cognaptus Hugo -- 0.145.0 en-us Fri, 03 Apr 2026 00:00:00 +0000 The Token Trial: Putting Words on the Stand in LLMs https://cognaptus.com/blog/2026-04-03-the-token-trial-putting-words-on-the-stand-in-llms/ Fri, 03 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-03-the-token-trial-putting-words-on-the-stand-in-llms/ A mechanism-first reading of VISTA, a lightweight token-attribution method that helps teams audit prompt semantics without mistaking embedding disruption for true LLM reasoning.