Wang, Z. et al. 2026. COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 40 (Mar. 2026), 33764–33772. DOI:https://doi.org/10.1609/aaai.v40i40.40667.