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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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