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Mosharaf Chowdhury
Associate Professor at the University of Michigan and Director of the ML Energy Lab, focused on measuring and optimizing the energy consumption of machine learning workloads.
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Oct 17, 2025
• 52min
Scaling Laws: AI and Energy: What Do We Know? What Are We Learning?
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Mosharaf Chowdhury, an energy optimization expert from the University of Michigan, and AI researcher Dan Zhou share insights on the energy demands of AI systems. They delve into the substantial energy costs of a single ChatGPT query and examine the surprising dominance of inference energy over training. The duo discusses how GPU inefficiencies and rising demands complicate energy use, while also exploring methods to enhance efficiency and the need for clearer public communication on AI's environmental impact.
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