Stefania Centrone is a Professor of Philosophy and Philosophy of Science at TUM. Her research focuses on theoretical philosophy, combining systematic analysis with a historical perspective. Her work is highly interdisciplinary. At TUM, she aims to integrate philosophy with social sciences, mathematics, computer science, and artificial intelligence. At the IHEM External Speaker talk, she examines the evolution of the metaphor "thinking is reckoning" throughout the history of philosophy, tracing its development from Socrates to contemporary discussions.