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Throughout history, a prevailing paradigm in mental healthcare has been one in which distressed people may receive treatment with little understanding around how their experience is perceived by their care provider, and in turn, the…

Human-Computer Interaction · Computer Science 2026-02-23 Sachin R. Pendse , Darren Gergle , Rachel Kornfield , Kaylee Kruzan , David Mohr , Jessica Schleider , Jina Suh , Annie Wescott , Jonah Meyerhoff

The use of chatbots equipped with artificial intelligence (AI) in educational settings has increased in recent years, showing potential to support teaching and learning. However, the adoption of these technologies has raised concerns about…

Computers and Society · Computer Science 2026-03-03 Griffin Pitts , Viktoria Marcus , Sanaz Motamedi

The mental well-being of graduate students is an increasing concern, yet the adoption of scalable support remains uneven. Artificial intelligence-powered cognitive behavioral therapy chatbots (AI-CBT) offer low barrier help, but little is…

Human-Computer Interaction · Computer Science 2026-02-05 Chan-in Sio , Alex Mann , Lingxi Fan , Andrew Cheung , Lik-hang Lee

As AI chatbots see increased adoption and integration into everyday life, questions have been raised about the potential impact of human-like or anthropomorphic AI on users. In this work, we investigate the extent to which interactions with…

Background: Empathy is widely recognized for improving patient outcomes, including reduced pain and anxiety and improved satisfaction, and its absence can cause harm. Meanwhile, use of artificial intelligence (AI)-based chatbots in…

Human-Computer Interaction · Computer Science 2026-02-06 Alastair Howcroft , Amber Bennett-Weston , Ahmad Khan , Joseff Griffiths , Simon Gay , Jeremy Howick

The rapid development of AI-mediated communication technologies (AICTs), which are digital tools that use AI to augment interpersonal messages, has raised concerns about the future of interpersonal trust and prompted discussions about…

Human-Computer Interaction · Computer Science 2023-05-04 Zoe A. Purcell , Mengchen Dong , Anne-Marie Nussberger , Nils Köbis , Maurice Jakesch

As generative artificial intelligence (GAI) enters the mental health landscape, questions arise about how individuals weigh AI tools against human therapists. This study examined belief-based predictors of intention to use GAI and…

Human-Computer Interaction · Computer Science 2026-03-13 Junsang Park , Sarah Brown , David L. Vogel , Nan Zhao , Sharon Lynn Chu

As digital tools increasingly mediate mental health care, self-clone chatbots can offer a uniquely novel approach to intra-personal exploration and self-derived support. Trained to replicate users' conversational patterns, self-clones allow…

Human-Computer Interaction · Computer Science 2026-01-23 Mehrnoosh Sadat Shirvani , Jackie Crowley , Cher Peng , Jackie Liu , Thomas Chao , Suky Martinez , Laura Brandt , Ig-Jae Kim , Dongwook Yoon

The emergence of generative AI chatbots such as ChatGPT has prompted growing public and academic interest in their role as informal mental health support tools. While early rule-based systems have been around for several years, large…

Computation and Language · Computer Science 2025-04-18 Anna-Carolina Haensch

As large language models (LLMs) have proliferated, disturbing anecdotal reports of negative psychological effects, such as delusions, self-harm, and ``AI psychosis,'' have emerged in global media and legal discourse. However, it remains…

People experiencing mental health crises frequently turn to open-ended generative AI (GenAI) chatbots for support. However, rather than providing immediate assistance, some GenAI chatbots are designed to respond to crisis situations in ways…

The world can be a complex and difficult place to navigate. People with High-Functioning Autistic Spectrum Disorder as well as general social ineptitude often face navigation challenges that individuals of other demographics simply do not…

Artificial Intelligence · Computer Science 2024-12-06 Dilan Mian

Large Language Model (LLM) chatbots like ChatGPT have emerged as cognitive scaffolding for autistic users, yet the tension between their utility and risk remains under-articulated. Through an inductive thematic analysis of 3,984 social…

Human-Computer Interaction · Computer Science 2026-03-26 Renkai Ma , Ben Zefeng Zhang , Chen Chen , Fan Yang , Xiaoshan Huang , Haolun Wu , Lingyao Li

"AI psychosis" or "delusional spiraling" is an emerging phenomenon where AI chatbot users find themselves dangerously confident in outlandish beliefs after extended chatbot conversations. This phenomenon is typically attributed to AI…

Artificial Intelligence · Computer Science 2026-02-24 Kartik Chandra , Max Kleiman-Weiner , Jonathan Ragan-Kelley , Joshua B. Tenenbaum

AI companion chatbots, such as those offered by Replika and CharacterAI, increasingly function as always-available companions that provide empathy, validation, and support. While these systems appear to meet basic needs for connection,…

Social and Information Networks · Computer Science 2025-12-24 Minh Duc Chu , Patrick Gerard , Kshitij Pawar , Charles Bickham , Kristina Lerman

As Conversational Artificial Intelligence (AI) becomes more integrated into everyday life, AI-powered chatbot mobile applications are increasingly adopted across industries, particularly in the healthcare domain. These chatbots offer…

Human-Computer Interaction · Computer Science 2025-09-19 Ramazan Yener , Guan-Hung Chen , Ece Gumusel , Masooda Bashir

This paper explores the growing presence of emotionally responsive artificial intelligence through a critical and interdisciplinary lens. Bringing together the voices of early-career researchers from multiple fields, it explores how AI…

Older adults have increasingly turned to conversational AI as a source of emotional support. However, little is known about how emotionally supportive interactions are experienced in everyday use, particularly when AI systems limit,…

Human-Computer Interaction · Computer Science 2026-05-08 Mengqi Shi , Tianqi Song , Zicheng Zhu , Yi-Chieh Lee

In recent years the use of Artificial Intelligence (AI) has become increasingly prevalent in a growing number of fields. As AI systems are being adopted in more high-stakes areas such as medicine and finance, ensuring that they are…

Human-Computer Interaction · Computer Science 2023-11-03 Tobias M. Peters , Roel W. Visser

This study investigates the development and assessment of an artificial human designed as a conversational AI chatbot, focusing on its role as a clinical psychologist. The project involved creating a specialized chatbot using the…

Human-Computer Interaction · Computer Science 2025-03-24 Birger Moell