DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION
Thanks to advances in machine learning in recent years the ability of AI agents to act independently of human oversight,respond to their environment, and interact with other machines has significantly increased, and is one step closer to human-like performance. For this reason, we can observe contem...
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| Format: | Article |
| Language: | Polish |
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Polish Academy of Sciences
2022-05-01
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| Series: | Filozofia i Nauka |
| Subjects: | |
| Online Access: | http://filozofiainauka.ifispan.waw.pl/wp-content/uploads/2022/05/Rabiza_303.pdf |
| _version_ | 1811248777273540608 |
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| author | Marcin Rabiza |
| author_facet | Marcin Rabiza |
| author_sort | Marcin Rabiza |
| collection | DOAJ |
| description | Thanks to advances in machine learning in recent years the ability of AI agents to act independently of human oversight,respond to their environment, and interact with other machines has significantly increased, and is one step closer to human-like performance. For this reason, we can observe contemporary researchers’ efforts towards modeling agency in artificial systems.In this light, the aim of this paper is to develop a dual-process approach to the problem of AI agency perception, and to discuss possible triggers of various agency perceptions. The article discusses the agency attribution phenomenon, based on which theargument for the dual-process nature of agency perception is developed. Two distinct types of thinking (processing)involved in human reasoning on AI agency are suggested: Type 1 and Type 2. The first one is fast, automatic, routine, and often unconscious; the second is a slower, controlled, more conscious one. Thesetwo distinct types of processing can yield differing and sometimes conflicting results for human cognition and interaction. Thepreliminary philosophical findings may contribute to further investigations in philosophy of mind or cognitive psychology andcould also be empirically tested in HCI and UX studies. |
| first_indexed | 2024-04-12T15:33:55Z |
| format | Article |
| id | doaj.art-d704e3eb8f7c474ea0879dad58a7ea09 |
| institution | Directory Open Access Journal |
| issn | 2300-4711 2545-1936 |
| language | Polish |
| last_indexed | 2024-04-12T15:33:55Z |
| publishDate | 2022-05-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | Filozofia i Nauka |
| spelling | doaj.art-d704e3eb8f7c474ea0879dad58a7ea092022-12-22T03:27:01ZpolPolish Academy of SciencesFilozofia i Nauka2300-47112545-19362022-05-0110zs303313DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTIONMarcin Rabiza0Polish Academy of Sciences, Nowy Swiat 72, oo-330 Warsaw, Poland. Thanks to advances in machine learning in recent years the ability of AI agents to act independently of human oversight,respond to their environment, and interact with other machines has significantly increased, and is one step closer to human-like performance. For this reason, we can observe contemporary researchers’ efforts towards modeling agency in artificial systems.In this light, the aim of this paper is to develop a dual-process approach to the problem of AI agency perception, and to discuss possible triggers of various agency perceptions. The article discusses the agency attribution phenomenon, based on which theargument for the dual-process nature of agency perception is developed. Two distinct types of thinking (processing)involved in human reasoning on AI agency are suggested: Type 1 and Type 2. The first one is fast, automatic, routine, and often unconscious; the second is a slower, controlled, more conscious one. Thesetwo distinct types of processing can yield differing and sometimes conflicting results for human cognition and interaction. Thepreliminary philosophical findings may contribute to further investigations in philosophy of mind or cognitive psychology andcould also be empirically tested in HCI and UX studies.http://filozofiainauka.ifispan.waw.pl/wp-content/uploads/2022/05/Rabiza_303.pdfartificial intelligenceperceived agencyagency attribution |
| spellingShingle | Marcin Rabiza DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION Filozofia i Nauka artificial intelligence perceived agency agency attribution |
| title | DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION |
| title_full | DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION |
| title_fullStr | DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION |
| title_full_unstemmed | DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION |
| title_short | DUAL-PROCESS APPROACH TO THE PROBLEM OF ARTIFICIAL INTELLIGENCE AGENCY PERCEPTION |
| title_sort | dual process approach to the problem of artificial intelligence agency perception |
| topic | artificial intelligence perceived agency agency attribution |
| url | http://filozofiainauka.ifispan.waw.pl/wp-content/uploads/2022/05/Rabiza_303.pdf |
| work_keys_str_mv | AT marcinrabiza dualprocessapproachtotheproblemofartificialintelligenceagencyperception |