https://cognaptus.com/tags/state-tracking/ Recent content in State Tracking on Cognaptus Hugo -- 0.145.0 en-us Thu, 27 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-27-tile-by-tile-why-llms-still-cant-plan-their-way-out-of-a-33-box/ Thu, 27 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-27-tile-by-tile-why-llms-still-cant-plan-their-way-out-of-a-33-box/ A close reading of an 8-puzzle study showing why fluent reasoning traces are still a poor substitute for explicit state management, validators, and real planning systems.