22 citations · 42 across the 8 of their papers we have counts for
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cs.CY2023★ 4 cited
Compute at Scale: A Broad Investigation into the Data Center Industry
Konstantin Pilz, Lennart Heim
This report characterizes the data center industry and its importance for AI development. Data centers are industrial facilities that efficiently provide compute at scale and thus…
cs.CY2023★ 3 cited
Increased Compute Efficiency and the Diffusion of AI Capabilities
Konstantin Pilz, Lennart Heim, Nicholas Brown
Training advanced AI models requires large investments in computational resources, or compute. Yet, as hardware innovation reduces the price of compute and algorithmic advances mak…
cs.CY2023★ 7 cited
Oversight for Frontier AI through a Know-Your-Customer Scheme for Compute Providers
Janet Egan, Lennart Heim
To address security and safety risks stemming from highly capable artificial intelligence (AI) models, we propose that the US government should ensure compute providers implement K…