35th Congress of the International Council of the Aeronautical Sciences

10 - Safety and Security

ACCELERATING THE LEARNING CURVE: GENERATIVE AI FOR WORKED EXAMPLES IN HUMAN FACTORS ANALYSIS

A. Reisier¹, M.M. Cardoso-Junior¹; ¹Technological Institute of Aeronautics, Brazil

We present a GenAI-driven pedagogical approach using worked examples to accelerate learning of aviation safety tools (HTA, GDTA, OESD). We implemented comprehensive examples across authentic scenarios and assessed student satisfaction with 21 ITA graduate students. The study contributes empirical evidence and practical insights for integrating AI into safety-critical engineering education.


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DOI: 10.71945/icas2026_0038