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Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence
Growing demand for broadly accessible mental health care, together with the rapid development of new technologies, trigger discussions about the feasibility of psychotherapeutic interventions based on interactions with Conversational Artificial Intelligence (CAI). Many authors argue that while curre...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10267322/ https://www.ncbi.nlm.nih.gov/pubmed/37324824 http://dx.doi.org/10.3389/fpsyt.2023.1190084 |
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author | Grodniewicz, J. P. Hohol, Mateusz |
author_facet | Grodniewicz, J. P. Hohol, Mateusz |
author_sort | Grodniewicz, J. P. |
collection | PubMed |
description | Growing demand for broadly accessible mental health care, together with the rapid development of new technologies, trigger discussions about the feasibility of psychotherapeutic interventions based on interactions with Conversational Artificial Intelligence (CAI). Many authors argue that while currently available CAI can be a useful supplement for human-delivered psychotherapy, it is not yet capable of delivering fully fledged psychotherapy on its own. The goal of this paper is to investigate what are the most important obstacles on our way to developing CAI systems capable of delivering psychotherapy in the future. To this end, we formulate and discuss three challenges central to this quest. Firstly, we might not be able to develop effective AI-based psychotherapy unless we deepen our understanding of what makes human-delivered psychotherapy effective. Secondly, assuming that it requires building a therapeutic relationship, it is not clear whether psychotherapy can be delivered by non-human agents. Thirdly, conducting psychotherapy might be a problem too complicated for narrow AI, i.e., AI proficient in dealing with only relatively simple and well-delineated tasks. If this is the case, we should not expect CAI to be capable of delivering fully-fledged psychotherapy until the so-called “general” or “human-like” AI is developed. While we believe that all these challenges can ultimately be overcome, we think that being mindful of them is crucial to ensure well-balanced and steady progress on our path to AI-based psychotherapy. |
format | Online Article Text |
id | pubmed-10267322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102673222023-06-15 Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence Grodniewicz, J. P. Hohol, Mateusz Front Psychiatry Psychiatry Growing demand for broadly accessible mental health care, together with the rapid development of new technologies, trigger discussions about the feasibility of psychotherapeutic interventions based on interactions with Conversational Artificial Intelligence (CAI). Many authors argue that while currently available CAI can be a useful supplement for human-delivered psychotherapy, it is not yet capable of delivering fully fledged psychotherapy on its own. The goal of this paper is to investigate what are the most important obstacles on our way to developing CAI systems capable of delivering psychotherapy in the future. To this end, we formulate and discuss three challenges central to this quest. Firstly, we might not be able to develop effective AI-based psychotherapy unless we deepen our understanding of what makes human-delivered psychotherapy effective. Secondly, assuming that it requires building a therapeutic relationship, it is not clear whether psychotherapy can be delivered by non-human agents. Thirdly, conducting psychotherapy might be a problem too complicated for narrow AI, i.e., AI proficient in dealing with only relatively simple and well-delineated tasks. If this is the case, we should not expect CAI to be capable of delivering fully-fledged psychotherapy until the so-called “general” or “human-like” AI is developed. While we believe that all these challenges can ultimately be overcome, we think that being mindful of them is crucial to ensure well-balanced and steady progress on our path to AI-based psychotherapy. Frontiers Media S.A. 2023-06-01 /pmc/articles/PMC10267322/ /pubmed/37324824 http://dx.doi.org/10.3389/fpsyt.2023.1190084 Text en Copyright © 2023 Grodniewicz and Hohol. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Grodniewicz, J. P. Hohol, Mateusz Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title_full | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title_fullStr | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title_full_unstemmed | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title_short | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
title_sort | waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10267322/ https://www.ncbi.nlm.nih.gov/pubmed/37324824 http://dx.doi.org/10.3389/fpsyt.2023.1190084 |
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