This podcast episode features Jared Quincy Davis, CEO of Foundry, as he articulates a vision for democratizing AI compute, emphasizing the reimagining of cloud infrastructure to make powerful tools more accessible for researchers and developers. The discussion covers the complexities and inefficiencies in current GPU cloud setups, the challenges posed by large AI models requiring distributed systems, and the potential of Foundry's innovative solutions, including their Spot product and Mars platform. Davis argues for a shift towards more elastic and cost-effective AI cloud computing, advocating for the development of compound AI systems that can enhance performance and scalability in the face of vast global GPU resources.