https://cognaptus.com/tags/graph-optimisation/ Recent content in Graph Optimisation on Cognaptus Hugo -- 0.145.0 en-us Fri, 18 Jul 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-07-18-red-flag-on-the-track-why-llms-still-struggle-with-real-algorithmic-reasoning/ Fri, 18 Jul 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-07-18-red-flag-on-the-track-why-llms-still-struggle-with-real-algorithmic-reasoning/ FormulaOne shows that frontier LLMs can look strong on coding contests while still failing at the deeper state-design reasoning behind research-grade graph algorithms.