The ability of humans to create and disseminate culture is often credited as the single most important factor of our success as a species. In this Perspective, we explore the notion of 'machine culture,' culture mediated or generated by machines. We argue that intelligent machines simultaneously transform the cultural evolutionary processes of variation, transmission, and selection. Recommender algorithms are altering social learning dynamics. Chatbots are forming a new mode of cultural transmission, serving as cultural models. Furthermore, intelligent machines are evolving as contributors in generating cultural traits–from game strategies and visual art to scientific results. We provide a conceptual framework for studying the present and anticipated future impact of machines on cultural evolution, and present a research agenda for the study of machine culture.

Machine culture / Brinkmann, Levin; Baumann, Fabian; Bonnefon, Jean-François; Derex, Maxime; Müller, Thomas F.; Nussberger, Anne-Marie; Czaplicka, Agnieszka; Acerbi, Alberto; Griffiths, Thomas L.; Henrich, Joseph; Leibo, Joel Z.; Mcelreath, Richard; Oudeyer, Pierre-Yves; Stray, Jonathan; Rahwan, Iyad. - In: NATURE HUMAN BEHAVIOUR. - ISSN 2397-3374. - 2023, 7:11(2023), pp. 1855-1868. [10.1038/s41562-023-01742-2]

Machine culture

Acerbi, Alberto;
2023-01-01

Abstract

The ability of humans to create and disseminate culture is often credited as the single most important factor of our success as a species. In this Perspective, we explore the notion of 'machine culture,' culture mediated or generated by machines. We argue that intelligent machines simultaneously transform the cultural evolutionary processes of variation, transmission, and selection. Recommender algorithms are altering social learning dynamics. Chatbots are forming a new mode of cultural transmission, serving as cultural models. Furthermore, intelligent machines are evolving as contributors in generating cultural traits–from game strategies and visual art to scientific results. We provide a conceptual framework for studying the present and anticipated future impact of machines on cultural evolution, and present a research agenda for the study of machine culture.
2023
11
Brinkmann, Levin; Baumann, Fabian; Bonnefon, Jean-François; Derex, Maxime; Müller, Thomas F.; Nussberger, Anne-Marie; Czaplicka, Agnieszka; Acerbi, Alberto; Griffiths, Thomas L.; Henrich, Joseph; Leibo, Joel Z.; Mcelreath, Richard; Oudeyer, Pierre-Yves; Stray, Jonathan; Rahwan, Iyad
Machine culture / Brinkmann, Levin; Baumann, Fabian; Bonnefon, Jean-François; Derex, Maxime; Müller, Thomas F.; Nussberger, Anne-Marie; Czaplicka, Agnieszka; Acerbi, Alberto; Griffiths, Thomas L.; Henrich, Joseph; Leibo, Joel Z.; Mcelreath, Richard; Oudeyer, Pierre-Yves; Stray, Jonathan; Rahwan, Iyad. - In: NATURE HUMAN BEHAVIOUR. - ISSN 2397-3374. - 2023, 7:11(2023), pp. 1855-1868. [10.1038/s41562-023-01742-2]
File in questo prodotto:
File Dimensione Formato  
Machine culture - perspective - v2.pdf

accesso aperto

Tipologia: Pre-print non referato (Non-refereed preprint)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.87 MB
Formato Adobe PDF
1.87 MB Adobe PDF Visualizza/Apri
s41562-023-01742-2.pdf

Solo gestori archivio

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.98 MB
Formato Adobe PDF
1.98 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/398109
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? 1
social impact