Heim, Lennart

Compute Trends Across Three Eras of Machine Learning

Sevilla, J., Heim, L., Ho, A., Besiroglu, T., Hobbhahn, M., & Villalobos, P. (2022) · 2022 International Joint Conference on Neural Networks (IJCNN)

Parallel Computing and Optimization TechniquesArtificial Intelligence Applications

Cited by 363

Visibility into AI Agents

Chan, A., Ezell, C., Kaufmann, M., Wei, K., Hammond, L., Bradley, H., Bluemke, E., Rajkumar, N., Krueger, D., Kolt, N., et al. (2024) · The 2024 ACM Conference on Fairness, Accountability, and Transparency

Ethics and Social Impacts of AIDigitalization, Law, and Regulation

Cited by 84

Will we run out of data? Limits of LLM scaling based on human-generated data

Villalobos, P., Ho, A., Sevilla, J., Besiroglu, T., Heim, L., & Hobbhahn, M. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 80

Computing Power and the Governance of Artificial Intelligence

Sastry, G., Heim, L., Belfield, H., Anderljung, M., Brundage, M., Hazell, J., O'Keefe, C., Hadfield, G. K., Ngo, R., Pilz, K., et al. (2024) · arXiv

Ethics and Social Impacts of AIDigitalization, Law, and Regulation

Cited by 26

International Governance of Civilian AI: A Jurisdictional Certification Approach

Trager, R., Harack, B., Reuel, A., Carnegie, A., Heim, L., Ho, L., Kreps, S., Lall, R., Larter, O., hÉigeartaigh, S. Ó., et al. (2023) · arXiv

Digitalization, Law, and RegulationEthics and Social Impacts of AI

Cited by 23

Governing Through the Cloud: The Intermediary Role of Compute Providers in AI Regulation

Heim, L., Fist, T., Egan, J., Huang, S., Zekany, S., Trager, R., Osborne, M. A., & Zilberman, N. (2024) · arXiv

Digitalization, Law, and RegulationEthics and Social Impacts of AI

Cited by 4