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Machine behaviour

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Title: Machine behaviour
Authors: Rahwan, I
Cebrian, M
Obradovich, N
Bongard, J
Bonnefon, J-F
Breazeal, C
Crandall, JW
Christakis, NA
Couzin, ID
Jackson, MO
Jennings, NR
Kamar, E
Kloumann, IM
Larochelle, H
Lazer, D
McElreath, R
Mislove, A
Parkes, DC
Pentland, AS
Roberts, ME
Shariff, A
Tenenbaum, JB
Wellman, M
Item Type: Journal Article
Abstract: Machines powered by artificial intelligence increasingly mediate our social, cultural, economic and political interactions. Understanding the behaviour of artificial intelligence systems is essential to our ability to control their actions, reap their benefits and minimize their harms. Here we argue that this necessitates a broad scientific research agenda to study machine behaviour that incorporates and expands upon the discipline of computer science and includes insights from across the sciences. We first outline a set of questions that are fundamental to this emerging field and then explore the technical, legal and institutional constraints on the study of machine behaviour.
Issue Date: 25-Apr-2019
Date of Acceptance: 14-Mar-2019
URI: http://hdl.handle.net/10044/1/70375
DOI: https://dx.doi.org/10.1038/s41586-019-1138-y
ISSN: 0028-0836
Publisher: Nature Research
Start Page: 477
End Page: 486
Journal / Book Title: Nature
Volume: 568
Issue: 7753
Copyright Statement: © Springer Nature Limited 2019
Keywords: Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
EVERY PLANAR MAP
NEURAL-NETWORKS
ROBOTS
GAME
PERSPECTIVE
PERCEPTION
ALGORITHMS
MECHANISMS
PREDICTION
SCIENCE
Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
EVERY PLANAR MAP
NEURAL-NETWORKS
ROBOTS
GAME
PERSPECTIVE
PERCEPTION
ALGORITHMS
MECHANISMS
PREDICTION
SCIENCE
MD Multidisciplinary
General Science & Technology
Publication Status: Published
Open Access location: https://www.nature.com/articles/s41586-019-1138-y.epdf?author_access_token=Mctg21aviHMkuZ_2GiddR9RgN0jAjWel9jnR3ZoTv0NEgCTJUnUMfLdl1meEHBeTQuWQrJY4xia19Aa-4W7an9XK8zLM2EWOHmVmJZs5pdLzluF9ouxOh6sr_RtVlugUU-Eu8Gv03DLsNsPVMAGwRQ%3D%3D
Appears in Collections:Computing