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