| Ethical and social risks of harm from language models L Weidinger, J Mellor, M Rauh, C Griffin, J Uesato, PS Huang, M Cheng, ... arXiv preprint arXiv:2112.04359, 2021 | 991* | 2021 |
| Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ... arXiv preprint arXiv:2312.11805, 2023 | 888 | 2023 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ... arXiv preprint arXiv:2112.11446, 2021 | 837 | 2021 |
| To predict and serve? K Lum, WS Isaac Significance 13 (5), 14-19, 2016 | 734 | 2016 |
| Decolonial AI: Decolonial theory as sociotechnical foresight in artificial intelligence S Mohamed, MT Png, W Isaac Philosophy & Technology 33, 659-684, 2020 | 445 | 2020 |
| Improving alignment of dialogue agents via targeted human judgements A Glaese, N McAleese, M Trębacz, J Aslanides, V Firoiu, T Ewalds, ... arXiv preprint arXiv:2209.14375, 2022 | 338 | 2022 |
| Power to the People? Opportunities and Challenges for Participatory AI A Birhane, W Isaac, V Prabhakaran, M Díaz, MC Elish, I Gabriel, ... Equity and Access in Algorithms, Mechanisms, and Optimization, 1-8, 2022 | 154 | 2022 |
| A causal Bayesian networks viewpoint on fairness S Chiappa, WS Isaac Privacy and Identity Management. Fairness, Accountability, and Transparency …, 2019 | 88 | 2019 |
| Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac arXiv preprint arXiv:2005.07572, 2020 | 76 | 2020 |
| Sociotechnical Safety Evaluation of Generative AI Systems L Weidinger, M Rauh, N Marchal, A Manzini, LA Hendricks, ... arXiv preprint arXiv:2310.11986, 2023 | 52 | 2023 |
| Hope, hype, and fear: the promise and potential pitfalls of artificial intelligence in criminal justice WS Isaac Ohio St. J. Crim. L. 15, 543, 2017 | 42 | 2017 |
| Characteristics of harmful text: Towards rigorous benchmarking of language models M Rauh, J Mellor, J Uesato, PS Huang, J Welbl, L Weidinger, S Dathathri, ... Advances in Neural Information Processing Systems 35, 24720-24739, 2022 | 36 | 2022 |
| Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac arXiv preprint arXiv:2006.09663, 2020 | 33 | 2020 |
| Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences R Köster, KR McKee, R Everett, L Weidinger, WS Isaac, E Hughes, ... arXiv preprint arXiv:2010.09054, 2020 | 23 | 2020 |
| Political Parties, Interest Groups, and Unequal Class Influence in American Policy M Grossmann, Z Mahmood, W Isaac The Journal of Politics 83 (4), 1706-1720, 2021 | 18 | 2021 |
| Representation in AI Evaluations AS Bergman, LA Hendricks, M Rauh, B Wu, W Agnew, M Kunesch, I Duan, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 13 | 2023 |
| Science, politics and policy: how Michiganders think about the risks facing the Great Lakes RC Hula, M Bowers, C Whitley, W Isaac Human ecology 45, 833-844, 2017 | 12 | 2017 |
| The benefits of achieving the Chesapeake Bay TMDLs (total maximum daily loads): a Scoping Study M Cropper, WS Isaac | 10 | 2011 |
| Statistical discrimination in learning agents EA Duéñez-Guzmán, KR McKee, Y Mao, B Coppin, S Chiappa, ... arXiv preprint arXiv:2110.11404, 2021 | 8 | 2021 |
| STELA: a community-centred approach to norm elicitation for AI alignment S Bergman, N Marchal, J Mellor, S Mohamed, I Gabriel, W Isaac Scientific Reports 14 (1), 6616, 2024 | 7 | 2024 |
Shakir MohamedResearch Director, Google DeepMind在 deepmind.com 的电子邮件经过验证
