Social Foundations of Computation Conference Paper Lawma: The Power of Specialization for Legal Tasks Dominguez-Olmedo, R., Nanda, V., Abebe, R., Bechtold, S., Engel, C., Frankenreiter, J., Gummadi, K., Hardt, M., Livermore, M. The Thirteenth International Conference on Learning Representations (ICLR 2025), January 2025 (Accepted) ArXiv Code BibTeX

Social Foundations of Computation Conference Paper Limits to Scalable Evaluation at the Frontier: LLM as Judge Won’t Beat Twice the Data Dorner, F. E., Nastl, V. Y., Hardt, M. The Thirteenth International Conference on Learning Representations (ICLR 2025), January 2025 (Accepted) arXiv URL BibTeX

Social Foundations of Computation Miscellaneous Policy Design in Long-run Welfare Dynamics Wu, J., Abebe, R., Hardt, M., Stoica, A. The Thirteenth International Conference on Learning Representations (ICLR 2025), January 2025 (Accepted) URL BibTeX

Social Foundations of Computation Miscellaneous Training on the Test Task Confounds Evaluation and Emergence Dominguez-Olmedo, R., Dorner, F. E., Hardt, M. The Thirteenth International Conference on Learning Representations (ICLR 2025), January 2025 (Accepted) ArXiv BibTeX

Social Foundations of Computation Conference Paper Limits to Predicting Online Speech Using Large Language Models Remeli, M., Hardt, M., Williamson, R. C. April 2025 (Submitted) arXiv BibTeX

Social Foundations of Computation Book The Emerging Science of Machine Learning Benchmarks Hardt, M. 2025 (Published) Website URL BibTeX

Social Foundations of Computation Algorithms and Society Conference Paper An Engine Not a Camera: Measuring Performative Power of Online Search Mendler-Dünner, C., Carovano, G., Hardt, M. Advances in Neural Information Processing Systems 37 (NeurIPS 2024), The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024 (Published) ArXiv URL BibTeX

Social Foundations of Computation Conference Paper Do Causal Predictors Generalize Better to New Domains? Nastl, V. Y., Hardt, M. Advances in Neural Information Processing Systems 37 (NeurIPS 2024), The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), Spotlight Poster, December 2024 (Published) ArXiv URL BibTeX

Social Foundations of Computation Algorithms and Society Conference Paper Evaluating Language Models as Risk Scores Cruz, A. F., Hardt, M., Mendler-Dünner, C. Advances in Neural Information Processing Systems 37 (NeurIPS 2024), The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024 (Published) ArXiv Code URL BibTeX

Social Foundations of Computation Algorithms and Society Conference Paper Questioning the Survey Responses of Large Language Models Dominguez-Olmedo, R., Hardt, M., Mendler-Dünner, C. Advances in Neural Information Processing Systems 37 (NeurIPS 2024), The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), Oral, December 2024 (Published) ArXiv URL BibTeX