https://cognaptus.com/tags/fslr/ Recent content in FSLR on Cognaptus Hugo -- 0.145.0 en-us Fri, 18 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-18-train-the-decision-not-the-transcript-fslr-targets-the-first-reasoning-choice/ Fri, 18 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-18-train-the-decision-not-the-transcript-fslr-targets-the-first-reasoning-choice/ A mathematical-reasoning study suggests that supervising the decision that determines a solution path can outperform training on the entire reasoning trace while using far fewer tokens.