Knowing me, knowing you: theory of mind in AI.
AI ethics
Theory of Mind
artificial intelligence (AI)
hot cognition
human–machine interaction
Journal
Psychological medicine
ISSN: 1469-8978
Titre abrégé: Psychol Med
Pays: England
ID NLM: 1254142
Informations de publication
Date de publication:
05 2020
05 2020
Historique:
pubmed:
8
5
2020
medline:
11
5
2021
entrez:
8
5
2020
Statut:
ppublish
Résumé
Artificial intelligence has dramatically changed the world as we know it, but is yet to fully embrace 'hot' cognition, i.e., the way an intelligent being's thinking is affected by their emotional state. Artificial intelligence encompassing hot cognition will not only usher in enhanced machine-human interactions, but will also promote a much needed ethical approach. Theory of Mind, the ability of the human mind to attribute mental states to others, is a key component of hot cognition. To endow machines with (limited) Theory of Mind capabilities, computer scientists will need to work closely with psychiatrists, psychologists and neuroscientists. They will need to develop new models, but also to formally define what problems need to be solved and how the results should be assessed.
Identifiants
pubmed: 32375908
doi: 10.1017/S0033291720000835
pii: S0033291720000835
pmc: PMC7253617
doi:
Types de publication
Editorial
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1057-1061Subventions
Organisme : Department of Health
Pays : United Kingdom
Références
Mol Psychiatry. 2019 Nov;24(11):1583-1598
pubmed: 30770893
IEEE Trans Pattern Anal Mach Intell. 2016 Jan;38(1):14-29
pubmed: 26656575
Trends Cogn Sci. 1998 Dec 1;2(12):493-501
pubmed: 21227300
Science. 1974 Sep 27;185(4157):1124-31
pubmed: 17835457
Nature. 2015 Feb 26;518(7540):529-33
pubmed: 25719670
Nature. 2008 Nov 13;456(7219):168-9
pubmed: 19005531
Cognition. 1983 Jan;13(1):103-28
pubmed: 6681741
PLoS Comput Biol. 2008 Dec;4(12):e1000254
pubmed: 19112488
Psychol Med. 2019 Jul;49(9):1426-1448
pubmed: 30744717
Nature. 2015 May 28;521(7553):436-44
pubmed: 26017442
Science. 2015 Jul 17;349(6245):273-8
pubmed: 26185246
Neuron. 2006 May 18;50(4):655-63
pubmed: 16701214
Psychol Med. 2003 Aug;33(6):959-67
pubmed: 12946080
Nat Med. 2018 Sep;24(9):1342-1350
pubmed: 30104768