arxivcs.NI2026-07-06
RANPilot: Making AI Functionalities Robust to Dynamic O-RAN Reconfigurations
Shiming Yu, Leming Shen, Jianing Zhang, Xin Li, Xianjin Xia, Yuanqing Zheng, et al.
The Open Radio Access Network (O-RAN) promises unprecedented flexibility through its reconfigurable architecture and AI-driven control. However, this agility exposes a critical fragility: AI models trained on one network configuration suffer significant performance degradation af…