https://cognaptus.com/tags/scratchpads/ Recent content in Scratchpads on Cognaptus Hugo -- 0.145.0 en-us Thu, 24 Jul 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-07-24-tools-of-thought-why-reasoning-isnt-an-illusion-after-all/ Thu, 24 Jul 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-07-24-tools-of-thought-why-reasoning-isnt-an-illusion-after-all/ A closer look at why tool-augmented reasoning models beat ordinary prompting only when the model, task, and tool interface actually fit.