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Can AI Infrastructure Work Like Magic? | Erik Bernhardsson, CEO, Modal

The MAD Podcast with Matt Turck

CHAPTER

Managing GPU Resources in the Cloud

This chapter focuses on the strategic sourcing and management of GPU resources across various cloud providers, emphasizing the importance of capacity management and cost optimization. It also highlights Modal's architecture for scaling GPU resources to meet fluctuating demands, particularly in AI applications like music generation. The discussion extends to the evolving landscape of AI infrastructure, weighing the economic dynamics of training versus inference, and exploring innovative uses of batch processing in fields such as biotech.

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