Artificial intelligence development races in heterogeneous settings

Detalhes bibliográficos
Autor(a) principal: Cimpeanu, Theodor
Data de Publicação: 2022
Outros Autores: Santos, Francisco C., Pereira, Luís Moniz, Lenaerts, Tom, Han, The Anh
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/150356
Resumo: T.A.H., L.M.P., T.L. and T.C., are supported by Future of Life Institute grant RFP2-154. T.C. and T.A.H. also acknowledge support from Berkeley Existential Risk Initiative (BERI) collaboration fund. T.L benefits from the support by the Flemish Government through the AI Research Program . T.L. is furthermore supported by the F.N.R.S. project with grant number 31257234, the F.W.O. project with grant nr. G.0391.13N, the FuturICT 2.0 ( http://www.futurict2.eu ) project funded by the FLAG-ERA JCT 2016 and the Service Public de Wallonie Recherche under grant n° 2010235-ARIAC by DigitalWallonia4.ai. T.A.H. is also supported by a Leverhulme Research Fellowship (RF-2020-603/9). Publisher Copyright: © 2022, The Author(s).
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spelling Artificial intelligence development races in heterogeneous settingsGeneralT.A.H., L.M.P., T.L. and T.C., are supported by Future of Life Institute grant RFP2-154. T.C. and T.A.H. also acknowledge support from Berkeley Existential Risk Initiative (BERI) collaboration fund. T.L benefits from the support by the Flemish Government through the AI Research Program . T.L. is furthermore supported by the F.N.R.S. project with grant number 31257234, the F.W.O. project with grant nr. G.0391.13N, the FuturICT 2.0 ( http://www.futurict2.eu ) project funded by the FLAG-ERA JCT 2016 and the Service Public de Wallonie Recherche under grant n° 2010235-ARIAC by DigitalWallonia4.ai. T.A.H. is also supported by a Leverhulme Research Fellowship (RF-2020-603/9). Publisher Copyright: © 2022, The Author(s).Regulation of advanced technologies such as Artificial Intelligence (AI) has become increasingly important, given the associated risks and apparent ethical issues. With the great benefits promised from being able to first supply such technologies, safety precautions and societal consequences might be ignored or shortchanged in exchange for speeding up the development, therefore engendering a racing narrative among the developers. Starting from a game-theoretical model describing an idealised technology race in a fully connected world of players, here we investigate how different interaction structures among race participants can alter collective choices and requirements for regulatory actions. Our findings indicate that, when participants portray a strong diversity in terms of connections and peer-influence (e.g., when scale-free networks shape interactions among parties), the conflicts that exist in homogeneous settings are significantly reduced, thereby lessening the need for regulatory actions. Furthermore, our results suggest that technology governance and regulation may profit from the world’s patent heterogeneity and inequality among firms and nations, so as to enable the design and implementation of meticulous interventions on a minority of participants, which is capable of influencing an entire population towards an ethical and sustainable use of advanced technologies.NOVALincsRUNCimpeanu, TheodorSantos, Francisco C.Pereira, Luís MonizLenaerts, TomHan, The Anh2023-03-10T22:54:11Z2022-122022-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article12application/pdfhttp://hdl.handle.net/10362/150356eng2045-2322PURE: 55246986https://doi.org/10.1038/s41598-022-05729-3info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:32:20Zoai:run.unl.pt:10362/150356Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:54:04.211505Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Artificial intelligence development races in heterogeneous settings
title Artificial intelligence development races in heterogeneous settings
spellingShingle Artificial intelligence development races in heterogeneous settings
Cimpeanu, Theodor
General
title_short Artificial intelligence development races in heterogeneous settings
title_full Artificial intelligence development races in heterogeneous settings
title_fullStr Artificial intelligence development races in heterogeneous settings
title_full_unstemmed Artificial intelligence development races in heterogeneous settings
title_sort Artificial intelligence development races in heterogeneous settings
author Cimpeanu, Theodor
author_facet Cimpeanu, Theodor
Santos, Francisco C.
Pereira, Luís Moniz
Lenaerts, Tom
Han, The Anh
author_role author
author2 Santos, Francisco C.
Pereira, Luís Moniz
Lenaerts, Tom
Han, The Anh
author2_role author
author
author
author
dc.contributor.none.fl_str_mv NOVALincs
RUN
dc.contributor.author.fl_str_mv Cimpeanu, Theodor
Santos, Francisco C.
Pereira, Luís Moniz
Lenaerts, Tom
Han, The Anh
dc.subject.por.fl_str_mv General
topic General
description T.A.H., L.M.P., T.L. and T.C., are supported by Future of Life Institute grant RFP2-154. T.C. and T.A.H. also acknowledge support from Berkeley Existential Risk Initiative (BERI) collaboration fund. T.L benefits from the support by the Flemish Government through the AI Research Program . T.L. is furthermore supported by the F.N.R.S. project with grant number 31257234, the F.W.O. project with grant nr. G.0391.13N, the FuturICT 2.0 ( http://www.futurict2.eu ) project funded by the FLAG-ERA JCT 2016 and the Service Public de Wallonie Recherche under grant n° 2010235-ARIAC by DigitalWallonia4.ai. T.A.H. is also supported by a Leverhulme Research Fellowship (RF-2020-603/9). Publisher Copyright: © 2022, The Author(s).
publishDate 2022
dc.date.none.fl_str_mv 2022-12
2022-12-01T00:00:00Z
2023-03-10T22:54:11Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/150356
url http://hdl.handle.net/10362/150356
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2045-2322
PURE: 55246986
https://doi.org/10.1038/s41598-022-05729-3
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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