Empirical Evidence of Complexity-Induced Limits in Large Language Models on Finite Discrete State-Space Problems with Explicit Validity Constraints. - Md. Fahad Ullah Utsho; Mohd Ruhul Ameen; Akif Islam; Md. Golam Rashed; Dipankar Das 003 (CoRR, 2026)