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Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Authors: Brundage, Miles, Avin, Shahar, Wang, Jasmine, Belfield, Haydn, Krueger, Gretchen, Hadfield, Gillian, Khlaaf, Heidy, Yang, Jingying, Toner, Helen, Fong, Ruth, Maharaj, Tegan, Koh, Wei, Hooker, Sara, Leung, Jade, Trask, Andrew, Bluemke, Emma, Lebensold, Jonathan, O'Keefe, Cullen, Koren, Mark, Ryffel, Théo, Rubinovitz, J, B, Besiroglu, Tamay, Carugati, Federica, Clark, Jack, Eckersley, Peter, de Haas, Sarah, Johnson, Maritza, Laurie, Ben, Ingerman, Alex, Krawczuk, Igor, Askell, Amanda, Cammarota, Rosario, Lohn, Andrew, Krueger, David, Stix, Charlotte, Henderson, Peter, Graham, Logan, Prunkl, Carina, Martin, Bianca, Seger, Elizabeth, Zilberman, Noa, Héigeartaigh, Seán, Ó, Kroeger, Frens, Sastry, Girish, Kagan, Rebecca, Weller, Adrian, Tse, Brian, Barnes, Elizabeth, Dafoe, Allan, Scharre, Paul, Herbert-Voss, Ariel, Rasser, Martijn, Sodhani, Shagun, Flynn, Carrick, Gilbert, Thomas, Krendl, Dyer, Lisa, Khan, Saif, Bengio, Yoshua, Anderljung, Markus

Contributors: OpenAI, Leverhulme Centre for the Future of Intelligence, Montreal Institute for Learning Algorithms Montréal (MILA), Centre de Recherches Mathématiques Montréal (CRM), Université de Montréal (UdeM)-Université de Montréal (UdeM), Adelard, Partnership on AI, Center for Security and Emerging Technology (CSET), University of Oxford, École Polytechnique de Montréal (EPM), Stanford University, Google Brain, Google Switzerland, Future of Humanity Institute, McGill University = Université McGill Montréal, Canada, Département d'informatique - ENS Paris (DI-ENS), École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS), Construction and Analysis of Systems for Confidentiality and Authenticity of Data and Entities (CASCADE), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Inria de Paris, Institut National de Recherche en Informatique et en Automatique (Inria), Remedy, University of Cambridge UK (CAM), Center for Advanced Study in the Behavioral Sciences (CASBS), Research at Google, Ecole Polytechnique Fédérale de Lausanne (EPFL), Intel Corporation USA, Rand Corporation, Université du Québec à Montréal = University of Québec in Montréal (UQAM), Eindhoven University of Technology Eindhoven (TU/e), Coventry University, Center for a New American Security (CNAS), University of California Berkeley (UC Berkeley), University of California (UC)

Superior Title: https://inria.hal.science/hal-03065927 ; 2020.

Subject Terms: [STAT]Statistics [stat]

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2004.07213; hal-03065927; https://inria.hal.science/hal-03065927; https://inria.hal.science/hal-03065927/document; https://inria.hal.science/hal-03065927/file/2004.07213.pdf; ARXIV: 2004.07213

Availability: https://inria.hal.science/hal-03065927
https://inria.hal.science/hal-03065927/document
https://inria.hal.science/hal-03065927/file/2004.07213.pdf


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2
Report
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Authors: Brundage, Miles, Avin, Shahar, Wang, Jasmine, Belfield, Haydn, Krueger, Gretchen, Hadfield, Gillian, Khlaaf, Heidy, Yang, Jingying, Toner, Helen, Fong, Ruth, Maharaj, Tegan, Koh, Wei, Hooker, Sara, Leung, Jade, Trask, Andrew, Bluemke, Emma, Lebensold, Jonathan, O'keefe, Cullen, Koren, Mark, Ryffel, Théo, Rubinovitz, J, Besiroglu, Tamay, Carugati, Federica, Clark, Jack, Eckersley, Peter, De Haas, Sarah, Johnson, Maritza, Laurie, Ben, Ingerman, Alex, Krawczuk, Igor, Askell, Amanda, Cammarota, Rosario, Lohn, Andrew, Krueger, David, Stix, Charlotte, Henderson, Peter, Graham, Logan, Prunkl, Carina, Martin, Bianca, Seger, Elizabeth, Zilberman, Noa, Héigeartaigh, Seán, Kroeger, Frens, Sastry, Girish, Kagan, Rebecca, Weller, Adrian, Tse, Brian, Barnes, Elizabeth, Dafoe, Allan, Scharre, Paul, Herbert-Voss, Ariel, Rasser, Martijn, Sodhani, Shagun, Flynn, Carrick, Gilbert, Thomas, Dyer, Lisa, Khan, Saif, Bengio, Yoshua, Anderljung, Markus

Contributors: OpenAI, Leverhulme Centre for the Future of Intelligence, Montreal Institute for Learning Algorithms Montréal (MILA), Centre de Recherches Mathématiques Montréal (CRM), Université de Montréal (UdeM)-Université de Montréal (UdeM), Adelard, Partnership on AI, Center for Security and Emerging Technology (CSET), University of Oxford Oxford, École Polytechnique de Montréal (EPM), Stanford University, Google Brain, Google Switzerland, Future of Humanity Institute, McGill University = Université McGill Montréal, Canada, Département d'informatique de l'École normale supérieure (DI-ENS), École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS), Construction and Analysis of Systems for Confidentiality and Authenticity of Data and Entities (CASCADE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Inria de Paris, Institut National de Recherche en Informatique et en Automatique (Inria), Remedy, University of Cambridge UK (CAM), Center for Advanced Study in the Behavioral Sciences (CASBS), Research at Google, Ecole Polytechnique Fédérale de Lausanne (EPFL), Intel Corporation USA, Rand Corporation, Université du Québec à Montréal = University of Québec in Montréal (UQAM), Eindhoven University of Technology Eindhoven (TU/e), Coventry University, Center for a New American Security (CNAS), University of California Berkeley, University of California

Superior Title: https://hal.inria.fr/hal-03065927 ; 2020.

Subject Terms: [STAT]Statistics [stat]

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2004.07213; hal-03065927; https://hal.inria.fr/hal-03065927; https://hal.inria.fr/hal-03065927/document; https://hal.inria.fr/hal-03065927/file/2004.07213.pdf; ARXIV: 2004.07213

Availability: https://hal.inria.fr/hal-03065927
https://hal.inria.fr/hal-03065927/document
https://hal.inria.fr/hal-03065927/file/2004.07213.pdf


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