Quantum-Audit: Evaluating the Reasoning Limits of LLMs on Quantum Computing. - Mohamed Afane; Kayla Laufer; Wenqi Wei 001; Ying Mao 001; Muhammad Junaid Farooq; Ying Wang 113; Juntao Chen (CoRR, 2026)