Explore the innovative concept of Thermodynamic Computing by Extropic, offering a new kind of computer with vast potential. Delve into the challenges of Quantum Computing and the limitations of Gaussian distributions in ML. Learn about harnessing noise with Thermodynamic Computers, disrupting AI from First Principles, and the early applications in probabilistic domains. The podcast dives into scaling digital computers, gaining confidence in the idea over time, and the future of AI with Thermodynamic Computing.