Linhao Hu, & Chenhui Hao. (2026). Confidence-Gated Arbitration of Automated Control Actions for Stability under Compounded Failures in High-Concurrency Platforms: A Comparative Empirical Study. Artificial Intelligence and Machine Learning Review , 7(2), 109-118. https://doi.org/10.69987/AIMLR.2026.70208