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Generative artificial intelligence (GAI) chatbots built for mental health could deliver safe, personalized, and scalable mental health support. We evaluate a foundation model designed for mental health. Adults completed mental health…

Computers and Society · Computer Science 2026-01-22 Thomas D. Hull , Lizhe Zhang , Patricia A. Arean , Matteo Malgaroli

Social anxiety (SA) has become increasingly prevalent. Traditional coping strategies often face accessibility challenges. Generative AI (GenAI), known for their knowledgeable and conversational capabilities, are emerging as alternative…

Human-Computer Interaction · Computer Science 2025-01-28 Yimeng Wang , Yinzhou Wang , Kelly Crace , Yixuan Zhang

Computational thinking, and by extension, computer programming, is notoriously challenging to learn. Conversational agents and generative artificial intelligence (genAI) have the potential to facilitate this learning process by offering…

Human-Computer Interaction · Computer Science 2024-06-17 Jacob Penney , João Felipe Pimentel , Igor Steinmacher , Marco A. Gerosa

Generative Artificial Intelligence (AI) is integrated into everyday technology, including news, education, and social media. AI has further pervaded private conversations as conversational partners, auto-completion, and response…

Human-Computer Interaction · Computer Science 2025-06-03 Jordyn Young , Laala M Jawara , Diep N Nguyen , Brian Daly , Jina Huh-Yoo , Afsaneh Razi

Generative artificial intelligence (Generative AI) is transforming healthcare. With this evolution comes optimism regarding the impact it will have on mental health, as well as concern regarding the risks that come with generative AI…

Artificial Intelligence · Computer Science 2025-10-10 Hannah R. Lawrence , Shannon Wiltsey Stirman , Samuel Dorison , Taedong Yun , Megan Jones Bell

Generative artificial intelligence (GenAI) offers promising potential for advancing human-AI collaboration in qualitative research. However, existing works focused on conventional machine-learning and pattern-based AI systems, and little is…

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

Generative AI (GenAI) platforms, such as ChatGPT, have gained popularity among the public due to their ease of access, use, and support of educational and creative activities. Despite these benefits, GenAI poses unique risks for families,…

Human-Computer Interaction · Computer Science 2025-11-26 Shirley Zhang , Dakota Sullivan , Jennica Li , Bengisu Cagiltay , Bilge Mutlu , Heather Kirkorian , Kassem Fawaz

As families face increasingly complex safety challenges in digital and physical environments, generative AI (GenAI) presents new opportunities to support household safety through multiple specialized AI agents. Through a two-phase…

Human-Computer Interaction · Computer Science 2025-08-29 Zikai Wen , Lanjing Liu , Yaxing Yao

The capability of GenAI-based chatbots, such as ChatGPT and Gemini, has expanded quickly in recent years, turning them into GenAI Chatbot Ecosystems. Yet, users' understanding of how such ecosystems work remains unknown. In this paper, we…

Human-Computer Interaction · Computer Science 2025-02-03 Xingyi Wang , Xiaozheng Wang , Sunyup Park , Yaxing Yao

We conducted a qualitative co-design study with four adults aged 60+ to gather design insights on a Figma prototype and a generative AI (GenAI) chatbot for an app aimed at providing an AI coach to support older adults' physical activity.…

Human-Computer Interaction · Computer Science 2025-12-17 Abhinav Choudhry , Bashab Mazumder , Lauren Alyssa Marks , Roqaya Elmenshawy , Devorah Kletenik , Sean Mullen , Rachel F. Adler

A widespread view is that Artificial Intelligence cannot be creative. We tested this assumption by comparing human-generated ideas with those generated by six Generative Artificial Intelligence (GAI) chatbots: $alpa.\!ai$, $Copy.\!ai$,…

Artificial Intelligence · Computer Science 2023-10-18 Jennifer Haase , Paul H. P. Hanel

People are increasingly turning to generative AI (e.g., ChatGPT, Gemini, Copilot) for emotional support and companionship. While trust is likely to play a central role in enabling these informal and unsupervised interactions, we still lack…

Human-Computer Interaction · Computer Science 2026-01-26 Riccardo Volpato , Simone Stumpf , Lisa DeBruine

Generative AI (genAI) is increasingly being integrated into children's everyday lives, not only through screens but also through so-called "screen-free" AI toys. These toys can simulate emotions, personalize responses, and recall prior…

Human-Computer Interaction · Computer Science 2026-04-06 Aayushi Dangol , Meghna Gupta , Daeun Yoo , Robert Wolfe , Jason Yip , Franziska Roesner , Julie A. Kientz

Following the recent release of various Artificial Intelligence (AI) based Conversation Agents (CAs), adolescents are increasingly using CAs for interactive knowledge discovery on sensitive topics, including mental and sexual health topics.…

Human-Computer Interaction · Computer Science 2024-04-05 Jinkyung Park , Vivek Singh , Pamela Wisniewski

Generative AI (GAI) is reshaping the way young users engage with technology. This study introduces a taxonomy of risks associated with youth-GAI interactions, derived from an analysis of 344 chat transcripts between youth and GAI chatbots,…

Human-Computer Interaction · Computer Science 2025-02-27 Yaman Yu , Yiren Liu , Jacky Zhang , Yun Huang , Yang Wang

As generative AI (GenAI) becomes increasingly widespread, it is crucial to equip users, particularly vulnerable populations such as older adults (65 and older), with the knowledge to understand its benefits and potential risks. Older adults…

Human-Computer Interaction · Computer Science 2025-06-10 Eunhye Grace Ko , Shaini Nanayakkara , Earl W. Huff

Generative AI (GenAI) systems offer unprecedented opportunities for transforming professional and personal work, yet present challenges around prompting, evaluating and relying on outputs, and optimizing workflows. We argue that…

Human-Computer Interaction · Computer Science 2024-07-08 Lev Tankelevitch , Viktor Kewenig , Auste Simkute , Ava Elizabeth Scott , Advait Sarkar , Abigail Sellen , Sean Rintel

The widespread adoption of generative artificial intelligence conversational agents (AICAs) among university students constitutes a novel cognitive social environment whose impact on the maturing brain remains elusive. Combining surveys…

Neurons and Cognition · Quantitative Biology 2026-04-13 Junjie Wang , Xianyang Gan , Dan Liu , Jingxian He , Stefania Ferraro , Keith M. Kendrick , Weihua Zhao , Shuxia Yao , Christian Montag , Benjamin Becker

General-purpose conversational AI chatbots and AI companions increasingly provide young adolescents with emotionally supportive conversations, raising questions about how conversational style shapes anthropomorphism and emotional reliance.…

Human-Computer Interaction · Computer Science 2025-12-19 Pilyoung Kim , Yun Xie , Sujin Yang
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