What can physics teach us about machine health in manufacturing? Joining us today to unpack this question is Mica Rubinson, a physicist with a PhD from the Weizmann Institute of Science. She currently serves as the algorithms lead for Augury, a company providing AI-driven insights into machines, processes, and operations in manufacturing. We sit down to discuss her transition from physics and neuroscience to working in AI, and how her background has informed her understanding of complex systems and improving machine health algorithms