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AI chatbots, built using large language models, are increasingly integrated into society and mimic the patterns of human text exchanges. While previous research has raised concerns that humans may form romantic attachment to chatbots, the…

Human-Computer Interaction · Computer Science 2026-03-03 Julia Kieserman , Cat Mai , Sara Lignell , Lucy Qin , Athanasios Andreou , Damon McCoy , Rosanna Bellini

Artificial Intelligence (AI) is reshaping many societal domains, raising critical questions about its risks, benefits, and the potential misalignment between public and academic perspectives. This study examines how the general public…

Computers and Society · Computer Science 2026-05-05 Philipp Brauner , Felix Glawe , Gian Luca Liehner , Luisa Vervier , Martina Ziefle

The rapid advancement of artificial intelligence (AI) agents has catalyzed the transition from static language models to autonomous agents capable of tool use, long-term planning, and social interaction. $\textbf{Moltbook}$, the first…

Social and Information Networks · Computer Science 2026-02-12 Yukun Jiang , Yage Zhang , Xinyue Shen , Michael Backes , Yang Zhang

While computer systems that allow users to interact through conversational natural language (i.e., chatbots) have existed for many years, varying types of applications advertising AI companionship (e.g., Character AI, Replika) have…

Computers and Society · Computer Science 2026-03-17 Natalie Grace Brigham , Lucy Qin , Tadayoshi Kohno

Millions of users turn to consumer AI chatbots to discuss mental health and behavioral concerns. While this presents unprecedented opportunities to deliver population-level support, it also highlights an urgent need for rigorous and…

Neurons and Cognition · Quantitative Biology 2026-03-10 Veith Weilnhammer , Kevin YC Hou , Lennart Luettgau , Christopher Summerfield , Raymond Dolan , Matthew M Nour

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

The rise of generative AI (GenAI) has impacted many aspects of human life. As these systems become embedded in everyday practices, understanding public trust in them is also essential for responsible adoption and governance. Prior work on…

Computation and Language · Computer Science 2026-03-25 Aria Pessianzadeh , Naima Sultana , Hildegarde Van den Bulck , David Gefen , Shahin Jabbari , Rezvaneh Rezapour

This paper examines artificial intelligence (AI) companionship as a site where intimate relations are simultaneously produced, extracted from, and governed through datafied systems. Drawing on critical data studies and platform studies, we…

Human-Computer Interaction · Computer Science 2026-04-09 Dayeon Eom , Julianne Renner , Sedona Chinn

The widespread use of Generative Artificial Intelligence (GAI) among teenagers has led to significant misuse and safety concerns. To identify risks and understand parental controls challenges, we conducted a content analysis on Reddit and…

Human-Computer Interaction · Computer Science 2024-10-31 Yaman Yu , Tanusree Sharma , Melinda Hu , Justin Wang , Yang Wang

Conversational AI systems exhibit a level of human-like behavior that promises to have profound impacts on many aspects of daily life -- how people access information, create content, and seek social support. Yet these models have also…

Human-Computer Interaction · Computer Science 2023-06-21 Christopher M. Homan , Greg Serapio-Garcia , Lora Aroyo , Mark Diaz , Alicia Parrish , Vinodkumar Prabhakaran , Alex S. Taylor , Ding Wang

Human-AI romantic relationships are increasingly common, yet little is understood about how public discourse around them emerges and shifts over time. Prior research has examined user experiences and ethical concerns, but lacks longitudinal…

Human-Computer Interaction · Computer Science 2026-05-14 Tyler Chang , Jina Huh-Yoo , Afsaneh Razi

Conversational AI chatbots have become increasingly common within the customer service industry. Despite improvements in their emotional development, they often lack the authenticity of real customer service interactions or the competence…

Human-Computer Interaction · Computer Science 2025-02-14 Antonin Brun , Ruying Liu , Aryan Shukla , Frances Watson , Jonathan Gratch

Amidst the growing interest in developing task-autonomous AI for automated mental health care, this paper addresses the ethical and practical challenges associated with the issue and proposes a structured framework that delineates levels of…

Computers and Society · Computer Science 2024-08-16 Declan Grabb , Max Lamparth , Nina Vasan

In order to uncover users' attitudes towards ChatGPT in mental health, this study examines public opinions about ChatGPT in mental health discussions on Reddit. Researchers used the bert-base-multilingual-uncased-sentiment techniques for…

Computers and Society · Computer Science 2023-11-28 Yunna Cai , Fan Wang , Haowei Wang , Qianwen Qian

We present a comprehensive AI risk taxonomy derived from eight government policies from the European Union, United States, and China and 16 company policies worldwide, making a significant step towards establishing a unified language for…

Computers and Society · Computer Science 2024-06-27 Yi Zeng , Kevin Klyman , Andy Zhou , Yu Yang , Minzhou Pan , Ruoxi Jia , Dawn Song , Percy Liang , Bo Li

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

We perform a mixed-method frame semantics-based analysis on a dataset of more than 49,000 sentences collected from 5846 news articles that mention AI. The dataset covers the twelve-month period centred around the launch of OpenAI's chatbot…

Computation and Language · Computer Science 2024-11-26 Igor Ryazanov , Carl Öhman , Johanna Björklund

Interactive chat systems that build on artificial intelligence frameworks are increasingly ubiquitous and embedded into search engines, Web browsers, and operating systems, or are available on websites and apps. Researcher efforts have…

Computers and Society · Computer Science 2026-05-26 Katherine M. FitzGerald , Michelle Riedlinger , Axel Bruns , Stephen Harrington , Timothy Graham , Daniel Angus

This study explores how college students interact with generative AI (ChatGPT-4) during educational quizzes, focusing on reliance and predictors of AI adoption. Conducted at the early stages of ChatGPT implementation, when students had…

The emergence of AI companion applications has created novel forms of intimate human-AI relationships, yet empirical research on these communities remains limited. We present the first large-scale computational analysis of…

Human-Computer Interaction · Computer Science 2025-09-22 Pat Pataranutaporn , Sheer Karny , Chayapatr Archiwaranguprok , Constanze Albrecht , Auren R. Liu , Pattie Maes