SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring 事件

SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring arXiv:2605.29543v1 Announce Type: cross Abstract: Pilot readback of Air Traffic Control (ATC) voice instructions is a primary safeguard against miscommunication in air transportation. However, readback anomalies remain implicated in approximately 80% of aviation incidents. This vulnerability is further exacerbated by rising traffic volume and elevated cognitive workload, thereby motivating automated readback