14 January 2025, World Logic Day Lecture, Joao Marques-Silva

Explainable artificial intelligence (XAI) is a mainstay of trustworthy AI. Recent years have witnessed massive efforts towards delivering some sort of XAI solutions. Most of these efforts are based on non-symbolic methods, and invariably will produce erroneous results. As a result, even if the predictions of a machine learning model could be trusted, the lack of reliable explanations will also make those predictions unworthy of trust. This talk provides a brief glimpse of the emerging field of logic-based explainable AI, a rigorous alternative to the still widely-used but extremely problematic non-symbolic methods.

Register for free at: https://tuwien.zoom.us/webinar/register/WN_msQDcDJbRfWQOUwdIDqzGQ