Technical reports · 2026.06.01

Airborne AI/ML assurance: V&V, uncertainty and runtime safeguards

Safety Assurance for Artificial Intelligence/Machine Learning in Safety Critical Airborne Systems

Overview

This FAA-sponsored Boeing research report examines AI/ML V&V, uncertainty and integrated runtime assurance/contingency management. It offers architectures and a conceptual case study for aviation; it is neither FAA policy nor evidence of automotive qualification.

Publication and version information

Cross-domain aviation research; the document explicitly states it does not constitute FAA policy.

Version: DOT/FAA/TC26/2; ETT-EM-24-00477; final report covering9/2021–9/2024

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