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As people increasingly seek emotional support and companionship from AI chatbots, understanding how such interactions impact mental well-being becomes critical. We conducted a four-week randomized controlled experiment (n=981, >300k…

Exploring moral dilemmas allows individuals to navigate moral complexity, where a reversal in decision certainty, shifting toward the opposite of one's initial choice, could reflect open-mindedness and less rigidity. This study probes how…

Human-Computer Interaction · Computer Science 2024-12-30 Chenyi Zhang , Zhenhao Zhang , Wei Zhang , Tian Zeng , Black Sun , Jian Zhao , Pengcheng An

As chatbots increasingly blur the boundary between automated systems and human conversation, the foundations of trust in these systems warrant closer examination. While regulatory and policy frameworks tend to define trust in normative…

Artificial Intelligence · Computer Science 2026-03-11 Aditya Gulati , Nuria Oliver

Robots and other artificial intelligence (AI) systems are widely perceived as moral agents responsible for their actions. As AI proliferates, these perceptions may become entangled via the moral spillover of attitudes towards one AI to…

Artificial Intelligence · Computer Science 2024-12-10 Aikaterina Manoli , Janet V. T. Pauketat , Jacy Reese Anthis

Generative AI is increasingly positioned as a peer in collaborative learning, yet its effects on ethical deliberation remain unclear. We report a between-subjects experiment with university students (N=217) who discussed an…

Human-Computer Interaction · Computer Science 2026-03-24 Yueqiao Jin , Roberto Martinez-Maldonado , Wanruo Shi , Songjie Huang , Mingmin Zheng , Xinbin Han , Dragan Gasevic , Lixiang Yan

Why do users follow moral advice from chatbots? A chatbot is not an authoritative moral advisor, but it can generate seemingly plausible arguments. Users do not follow reasoned more readily than unreasoned advice, though, we find in an…

Human-Computer Interaction · Computer Science 2025-01-06 Sebastian Kruegel , Andreas Ostermaier , Matthias Uhl

Many Large Language Model (LLM) chatbots are designed and used for companionship, and people have reported forming friendships, mentorships, and romantic partnerships with them. Concerns that companion chatbots may harm or replace real…

Human-Computer Interaction · Computer Science 2025-10-15 Rose E. Guingrich , Michael S. A. Graziano

Intelligent conversational agents, or chatbots, can take on various identities and are increasingly engaging in more human-centered conversations with persuasive goals. However, little is known about how identities and inquiry strategies…

Human-Computer Interaction · Computer Science 2020-01-22 Weiyan Shi , Xuewei Wang , Yoo Jung Oh , Jingwen Zhang , Saurav Sahay , Zhou Yu

The rapid convergence of artificial intelligence (AI) toward conversational chatbot interfaces marks a critical moment for the industry. This paper argues that the chatbot paradigm is not a neutral interface choice, but a dominant…

Computers and Society · Computer Science 2026-05-11 Sourojit Ghosh , Pranav Narayanan Venkit , Sanjana Gautam , Avijit Ghosh

ChatGPT is not only fun to chat with, but it also searches information, answers questions, and gives advice. With consistent moral advice, it might improve the moral judgment and decisions of users, who often hold contradictory moral…

Computers and Society · Computer Science 2023-01-19 Sebastian Krügel , Andreas Ostermaier , Matthias Uhl

Chatbots powered by artificial intelligence (AI) have rapidly become a significant part of everyday life, with over a quarter of American adults using them multiple times per week. While these tools offer potential benefits and risks, a…

Computation and Language · Computer Science 2025-04-04 Joseph Heffner , Chongyu Qin , Martin Chadwick , Chris Knutsen , Christopher Summerfield , Zeb Kurth-Nelson , Robb B. Rutledge

As large language models (LLMs) are increasingly used in morally sensitive domains, it is crucial to understand how persona traits affect their moral reasoning and persuasive behavior. We present the first large-scale study of…

Computation and Language · Computer Science 2026-02-02 Jiarui Liu , Yueqi Song , Yunze Xiao , Mingqian Zheng , Lindia Tjuatja , Jana Schaich Borg , Mona Diab , Maarten Sap

Artificial Intelligence (AI) chatbots are increasingly used for emotional, creative, and social support, leading to sustained and routine user interaction with these systems. As these applications evolve through frequent version updates,…

Human-Computer Interaction · Computer Science 2026-04-10 Sirajam Munira , Lydia Manikonda

Anthropomorphic language describing artificial intelligence (AI) is widespread in media, policy, and everyday discourse; so too are discussions of AI bad behavior, from hallucinations to inappropriate comments. How does humanizing language…

Human-Computer Interaction · Computer Science 2026-04-29 Jaime Banks , Nicholas David Bowman , Roman Saladino

Alignment methods in moral domains seek to elicit moral preferences of human stakeholders and incorporate them into AI. This presupposes moral preferences as static targets, but such preferences often evolve over time. Proper alignment of…

Human-Computer Interaction · Computer Science 2025-11-14 Vijay Keswani , Cyrus Cousins , Breanna Nguyen , Vincent Conitzer , Hoda Heidari , Jana Schaich Borg , Walter Sinnott-Armstrong

With the rise of individual and collaborative networks of autonomous agents, AI is deployed in more key reasoning and decision-making roles. For this reason, ethics-based audits play a pivotal role in the rapidly growing fields of AI safety…

Computers and Society · Computer Science 2024-02-06 Jon Chun , Katherine Elkins

This work investigates the causal mechanism behind the effect of chatbot personification and persuasion strategies on users' perceptions and donation likelihood. In a 2 (personified vs. non-personified chatbot) x 2 (emotional vs. logical…

Human-Computer Interaction · Computer Science 2024-12-31 Ekaterina Novozhilova , Jiacheng Huang , Le He , Ziling Li , James Cummings

As AI chatbots shift from tools to companions, critical questions arise: who controls the conversation in human-AI chatrooms? This paper explores perceived human and AI agency in sustained conversation. We report a month-long longitudinal…

Human-Computer Interaction · Computer Science 2026-04-15 Bhada Yun , Evgenia Taranova , April Yi Wang

Individuals are turning to increasingly anthropomorphic, general-purpose chatbots for AI companionship, rather than roleplay-specific platforms. However, not much is known about how individuals perceive and conduct their relationships with…

Due to their unique persuasive power, language-capable robots must be able to both act in line with human moral norms and clearly and appropriately communicate those norms. These requirements are complicated by the possibility that humans…

Robotics · Computer Science 2021-04-15 Nichole D. Starr , Bertram Malle , Tom Williams
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