FAA Roadmap for AI Safety Assurance
The FAA's published plan for approving learned systems in aviation products.
- Category
- AI × Aviation
- Section
- Renowned Articles on AI in Aviation
- Tag
- Certification
Why it's in the directory
FAA Roadmap for AI Safety Assurance sits in Renowned Articles on AI in Aviation — Landmark papers, regulator roadmaps and milestone announcements on artificial intelligence in flight. It earns a place here because it is a primary, actively maintained source rather than a rehost of someone else's data, and because it stays useful whether you are an enthusiast, a student or working the line.
Related links
All AI × AviationGraphCast: Learning Skillful Medium-Range Weather Forecasting
DeepMind's model that outperforms traditional forecasts used in flight planning.
Pangu-Weather: 3D Neural Networks for Global Forecasts (Nature)
A second landmark AI weather model, published with full validation against ECMWF.
EASA Artificial Intelligence Concept Paper (Issue 2)
Europe's guidance on how machine-learning applications can be certified for flight.
EUROCONTROL FLY AI Report
How artificial intelligence is being introduced into European air traffic management.
Airbus ATTOL: Fully Autonomous Flight Tests
Vision-based autonomous taxi, take-off and landing demonstrated on an A350.
Accurate Medium-Range Global Weather Forecasting (Nature 2024)
Peer-reviewed confirmation that graph neural networks beat operational forecasting.