Explicit Cognitive Allocation: A Principle for Governed and Auditable Inference in Large Language Models. - Héctor Manuel Manzanilla-Granados; Zaira Navarrete-Cazales; Miriam Pescador-Rojas; Tonahtiu Ramírez-Romero (CoRR, 2026)