22 citations · 42 across the 8 of their papers we have counts for
8 papers
Designing Incident Reporting Systems for Harms from General-Purpose AI
Kevin Wei, Lennart Heim
We introduce a conceptual framework and provide considerations for the institutional design of AI incident reporting systems, i.e., processes for collecting information about safet…
Trends in AI Supercomputers
Konstantin F. Pilz, James Sanders, Robi Rahman +1
Frontier AI development relies on powerful AI supercomputers, yet analysis of these systems is limited. We create a dataset of 500 AI supercomputers from 2019 to 2025 and analyze k…
Training Compute Thresholds: Features and Functions in AI Regulation
Lennart Heim, Leonie Koessler
Regulators in the US and EU are using thresholds based on training compute--the number of computational operations used in training--to identify general-purpose artificial intellig…
Governing Through the Cloud: The Intermediary Role of Compute Providers in AI Regulation
Lennart Heim, Tim Fist, Janet Egan +5
As jurisdictions around the world take their first steps toward regulating the most powerful AI systems, such as the EU AI Act and the US Executive Order 14110, there is a growing…
Computing Power and the Governance of Artificial Intelligence
Girish Sastry, Lennart Heim, Haydn Belfield +16
Computing power, or "compute," is crucial for the development and deployment of artificial intelligence (AI) capabilities. As a result, governments and companies have started to le…
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…
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…
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…