In this episode of Trustworthy AI Chronicles, Dr. Ihsen Alouani speaks with Professor Alessio Benavoli from Trinity College Dublin.

An expert in probabilistic machine learning and trustworthy AI, Alessio’s work bridges theoretical frameworks with real-world applications. Together, they explore what sets probabilistic approaches apart, why security and ethics must be embedded from the outset, and how advanced theory is translated into systems used in high-stakes environments.

This episode offers valuable insight into the foundations of trustworthy AI and the challenges of building systems that are both robust and reliable.