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Explore a comprehensive lecture on free entropy and the Laplace Principle for Hermitian Brownian Motion. Delve into the solution of longstanding problems related to Voiculescu's free entropy, and gain insights into various techniques employed, including ultraproducts, continuous model theory, convex analysis, and optimization of free stochastic differential equations. Discover how these findings rejuvenate the free probability approach to Connes embedding conjecture. The 53-minute talk, presented by Yoann Dabrowski as part of the Hausdorff Trimester Program "Von Neumann Algebras," offers a deep dive into advanced mathematical concepts at the intersection of free probability theory and operator algebras.