https://cognaptus.com/tags/early-stopping/ Recent content in Early-Stopping on Cognaptus Hugo -- 0.145.0 en-us Wed, 11 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-11-stop-wasting-tokens-estar-and-the-economics-of-early-reasoning-exit/ Wed, 11 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-11-stop-wasting-tokens-estar-and-the-economics-of-early-reasoning-exit/ A mechanism-first reading of ESTAR, a paper that turns reasoning efficiency from a blunt length-control problem into a per-instance early-exit decision.