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Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications


Aug 05, 2021
Sandhini Agarwal, Gretchen Krueger, Jack Clark, Alec Radford, Jong Wook Kim, Miles Brundage

* arXiv admin note: substantial text overlap with arXiv:2103.00020 

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Evaluating Large Language Models Trained on Code


Jul 14, 2021
Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, Alex Ray, Raul Puri, Gretchen Krueger, Michael Petrov, Heidy Khlaaf, Girish Sastry, Pamela Mishkin, Brooke Chan, Scott Gray, Nick Ryder, Mikhail Pavlov, Alethea Power, Lukasz Kaiser, Mohammad Bavarian, Clemens Winter, Philippe Tillet, Felipe Petroski Such, Dave Cummings, Matthias Plappert, Fotios Chantzis, Elizabeth Barnes, Ariel Herbert-Voss, William Hebgen Guss, Alex Nichol, Alex Paino, Nikolas Tezak, Jie Tang, Igor Babuschkin, Suchir Balaji, Shantanu Jain, William Saunders, Christopher Hesse, Andrew N. Carr, Jan Leike, Josh Achiam, Vedant Misra, Evan Morikawa, Alec Radford, Matthew Knight, Miles Brundage, Mira Murati, Katie Mayer, Peter Welinder, Bob McGrew, Dario Amodei, Sam McCandlish, Ilya Sutskever, Wojciech Zaremba

* corrected typos, added references, added authors, added acknowledgements 

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Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models


Feb 04, 2021
Alex Tamkin, Miles Brundage, Jack Clark, Deep Ganguli


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Release Strategies and the Social Impacts of Language Models


Aug 24, 2019
Irene Solaiman, Miles Brundage, Jack Clark, Amanda Askell, Ariel Herbert-Voss, Jeff Wu, Alec Radford, Jasmine Wang

* 32 pages, report 

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The Role of Cooperation in Responsible AI Development


Jul 10, 2019
Amanda Askell, Miles Brundage, Gillian Hadfield

* 23 pages, 1 table 

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Accounting for the Neglected Dimensions of AI Progress


Jun 02, 2018
Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Sean Ó hÉigeartaigh, José Hernández-Orallo


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The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation


Feb 20, 2018
Miles Brundage, Shahar Avin, Jack Clark, Helen Toner, Peter Eckersley, Ben Garfinkel, Allan Dafoe, Paul Scharre, Thomas Zeitzoff, Bobby Filar, Hyrum Anderson, Heather Roff, Gregory C. Allen, Jacob Steinhardt, Carrick Flynn, Seán Ó hÉigeartaigh, Simon Beard, Haydn Belfield, Sebastian Farquhar, Clare Lyle, Rebecca Crootof, Owain Evans, Michael Page, Joanna Bryson, Roman Yampolskiy, Dario Amodei


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A Brief Survey of Deep Reinforcement Learning


Sep 28, 2017
Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath

* IEEE Signal Processing Magazine, Special Issue on Deep Learning for Image Understanding (arXiv extended version) 

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Modeling Progress in AI


Dec 18, 2015
Miles Brundage

* AAAI 2016 Workshop on AI, Ethics, and Society 

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