Key publications:
Trends in AI Supercomputers — Assesses trends in performance, cost, power, owners, and locations of our dataset of over 500 AI supercomputers. (Summary | Paper)
Computing Power and the Governance of Artificial Intelligence — Outlines the role of compute for AI development and deployment, characterizes key properties of compute and discusses policy options these features may enable. (Paper)
Increasing Compute Efficiency and the Diffusion of AI Capabilities — Analyzes how better hardware and algorithms broaden access to AI but also provide an advantage to the the largest compute investors. (Paper)
AI's Power Requirements Under Exponential Growth — Extrapolates compute trends to assess potential power needs of AI data centers in the United States and discusses geopolitical implications of compute potentially going abroad. (Twitter Summary | Report)
Compute at Scale: A Broad Investigation into the Data Center Industry — Report about key features of data centers, including components, global distribution, and future bottlenecks for their buildout. (Report)