Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence

被引:24
作者
Grodniewicz, J. P. [1 ]
Hohol, Mateusz [1 ]
机构
[1] Jagiellonian Univ, Copernicus Ctr Interdisciplinary Studies, Krakow, Poland
来源
FRONTIERS IN PSYCHIATRY | 2023年 / 14卷
关键词
artificial intelligence; mental health chatbots; psychotherapy; therapeutic alliance; narrow vs; general AI; large language models; Cognitive Behavioral Therapy (CBT); conversational agents; SELF-DETERMINATION; COMMON FACTORS; HEALTH;
D O I
10.3389/fpsyt.2023.1190084
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
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.
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页数:12
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  • [31] Prediction of psychosis across protocols and risk cohorts using automated language analysis
    Corcoran, Cheryl M.
    Carrillo, Facundo
    Fernandez-Slezak, Diego
    Bedi, Gillinder
    Klim, Casimir
    Javitt, Daniel C.
    Bearden, Carrie E.
    Cecchi, Guillermo A.
    [J]. WORLD PSYCHIATRY, 2018, 17 (01): : 67 - 75
  • [32] AVATAR therapy for auditory verbal hallucinations in people with psychosis: a single-blind, randomised controlled trial
    Craig, Tom K. J.
    Rus-Calafell, Mar
    Ward, Thomas
    Leff, Julian P.
    Huckvale, Mark
    Howarth, Elizabeth
    Emsley, Richard
    Garety, Philippa A.
    [J]. LANCET PSYCHIATRY, 2018, 5 (01): : 31 - 40
  • [33] The Digital Therapeutic Alliance and Human-Computer Interaction
    D'Alfonso, Simon
    Lederman, Reeva
    Bucci, Sandra
    Berry, Katherine
    [J]. JMIR MENTAL HEALTH, 2020, 7 (12):
  • [34] AI in mental health
    D'Alfonso, Simon
    [J]. CURRENT OPINION IN PSYCHOLOGY, 2020, 36 : 112 - 117
  • [35] RETRACTED: Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression (Retracted Article)
    Darcy, Alison
    Beaudette, Aaron
    Chiauzzi, Emil
    Daniels, Jade
    Goodwin, Kim
    Mariano, Timothy Y.
    Wicks, Paul
    Robinson, Athena
    [J]. EXPERT REVIEW OF MEDICAL DEVICES, 2022, 19 (04) : 287 - 301
  • [36] Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study
    Darcy, Alison
    Daniels, Jade
    Salinger, David
    Wicks, Paul
    Robinson, Athena
    [J]. JMIR FORMATIVE RESEARCH, 2021, 5 (05)
  • [37] The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior
    Deci, EL
    Ryan, RM
    [J]. PSYCHOLOGICAL INQUIRY, 2000, 11 (04) : 227 - 268
  • [38] Avatar Therapy for Persistent Auditory Verbal Hallucinations in an Ultra-Resistant Schizophrenia Patient: A Case Report
    Dellazizzo, Laura
    Potvin, Stephane
    Phraxayavong, Kingsada
    Lalonde, Pierre
    Dumais, Alexandre
    [J]. FRONTIERS IN PSYCHIATRY, 2018, 9
  • [39] Bonding With Bot: User Feedback on a Chatbot for Social Isolation
    Dosovitsky, Gilly
    Bunge, Eduardo L.
    [J]. FRONTIERS IN DIGITAL HEALTH, 2021, 3
  • [40] Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia
    Dwyer, Dominic B.
    Cabral, Carlos
    Kambeitz-Ilankovic, Lana
    Sanfelici, Rachele
    Kambeitz, Joseph
    Calhoun, Vince
    Falkai, Peter
    Pantelis, Christos
    Meisenzahl, Eva
    Koutsouleris, Nikolaos
    [J]. SCHIZOPHRENIA BULLETIN, 2018, 44 (05) : 1060 - 1069