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. Journal of Artificial Intelligence Review, 7(2), 109-118. https://doi.org/10.69987/