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Valence Portal is the home of the AI for drug discovery community. Join here for more details on this talk and to connect with the speakers: https://portal.valencelabs.com/ Summary: In this talk, I will overview the growing field of self-driving laboratories (SDLs). Self-driving laboratories are systems that help accelerate the process of scientific discovery or scale-up by employing artificial intelligence and automation for experiment planning and execution. Several SDLs have been already demonstrated globally, and the field is racing towards more robust and complex applications. I will go over essential elements of SDLs and will use examples from research from my group and collaborators as examples. At the University of Toronto, we have launched the Acceleration Consortium. This new significant initiative recently received CAD 200M in funding to accelerate self-driving laboratories for chemistry, materials science and biotechnology. I will briefly discuss what the AC is doing and how to collaborate or get involved with our efforts. Speakers: Alán Aspuru-Guzik Twitter Prudencio: / tossouprudencio Twitter Emmanuel: / folinoid Twitter Jonny: / hsu_jonny ~ Chapters: 00:00 - Intro + Background 08:11 - The Acceleration Consortium 17:05 - Lego-block Synthesis 24:33 - The Automated Lab of the Future 36:00 - Towards Scientific Understanding 39:34 - Q&A