Teaching LLMs to Think Mathematically: A Critical Study of Decision-Making via Optimization. - Mohammad J. Abdel-Rahman; Yasmeen Alslman; Dania Refai; Amro Saleh; Malik A. Abu Loha; Mohammad Yahya Hamed (CoRR, 2025)