AI RESEARCH
SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring
arXiv CS.AI
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ArXi:2605.29543v1 Announce Type: cross 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 monitoring by machine.