Teaching Explainable Artificial Intelligence to High School Students

Teaching Explainable Artificial Intelligence to High School Students

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Artificial Intelligence (AI) is part of our everyday life and has become one of the most outstanding and strategic technologies.Explainable Recent advances in surface functionalization of cardiovascular stents AI (XAI) is expected to endow intelligent systems with fairness, accountability, transparency and explanation ability when interacting with humans.This paper describes how to teach fundamentals of XAI to high school students who take part in interactive workshop activities at CiTIUS-USC.These workshop activities are carried out in the Diversified Ownership Structure and Dividend Pay‑outs of Publicly Traded Companies context of a strategic plan for promoting careers on Science, Technology, Engineering and Mathematics.Students learn (1) how to build datasets free of bias, (2) how to build interpretable classifiers and (3) how to build multi-modal explanations.