Edge AI for Real-Time Onboard Decisions

Edge AI places machine learning inference on aircraft avionics rather than relying on cloud connectivity, enabling sub-millisecond decisions for collision avoidance, anomaly detection, or system health monitoring. This requires specialized accelerators, rigorous DO-178C/DO-254 processes for learned components, and mitigation of adversarial attacks or dataset drift.