Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models. - Xingyu Dang; Rohit Agarwal; Rodrigo Porto; Anirudh Goyal; Liam H. Fowl; Sanjeev Arora (CoRR, 2026)