https://cognaptus.com/tags/inference-time-sampling/ Recent content in Inference-Time Sampling on Cognaptus Hugo -- 0.145.0 en-us Sat, 26 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-26-more-shots-more-coverage-measure-the-set-not-the-sample/ Sat, 26 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-26-more-shots-more-coverage-measure-the-set-not-the-sample/ Validated Task Coverage shows why the best single LLM response, or the most visibly diverse generator, may not produce the best finite set of useful candidates.