https://cognaptus.com/tags/constrained-decoding/ Recent content in Constrained Decoding on Cognaptus Hugo -- 0.145.0 en-us Tue, 21 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-21-put-the-error-in-its-place-why-reliable-ai-is-a-layering-problem/ Tue, 21 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-21-put-the-error-in-its-place-why-reliable-ai-is-a-layering-problem/ Three papers show how businesses can improve AI reliability by placing exact rules, domain structure, and deployment calibration in the layers best equipped to handle them.