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Related papers: Belief Offloading in Human-AI Interaction

200 papers

Large language models (LLMs) increasingly support heterogeneous tasks within a single interface, requiring users to form, update, and act upon beliefs about one system across domains with different reliability profiles. Understanding how…

Human-Computer Interaction · Computer Science 2026-02-03 Shreyan Biswas , Alexander Erlei , Ujwal Gadiraju

This research paper examines, from a multidimensional perspective (cognitive, social, ethical, and philosophical), how AI is transforming human thought. It highlights a cognitive offloading effect: the externalization of mental functions to…

Computers and Society · Computer Science 2025-08-26 Rénald Gesnot

As AI systems advance beyond human capabilities, scalable oversight becomes critical: how can we supervise AI that exceeds our abilities? A key challenge is that human evaluators may form incorrect beliefs about AI behavior in complex…

Artificial Intelligence · Computer Science 2025-10-22 Leon Lang , Patrick Forré

Large language models (LLMs) have the potential to boost human productivity by speeding up task completion -- provided users know when to offload cognitive work to them. But we do not know if users are well-calibrated in estimating these…

Computers and Society · Computer Science 2026-05-25 Sunny Yu , Myra Cheng , Ahmad Jabbar , Ilia Sucholutsky , Katherine M. Collins , Dan Jurafsky , Robert D. Hawkins

Beliefs form the foundation of human cognition and decision-making, guiding our actions and social connections. A model encapsulating beliefs and their interrelationships is crucial for understanding their influence on our actions. However,…

Computation and Language · Computer Science 2025-06-09 Byunghwee Lee , Rachith Aiyappa , Yong-Yeol Ahn , Haewoon Kwak , Jisun An

In human society, trust is an essential component of social attitude that helps build and maintain long-term, healthy relationships which creates a strong foundation for cooperation, enabling individuals to work together effectively and…

Human-Computer Interaction · Computer Science 2025-07-30 Anushka Debnath , Stephen Cranefield , Emiliano Lorini , Bastin Tony Roy Savarimuthu

As stories of human-AI interactions continue to be highlighted in the news and research platforms, the challenges are becoming more pronounced, including potential risks of overreliance, cognitive offloading, social and emotional…

Human-Computer Interaction · Computer Science 2025-10-22 Celeste Riley , Omar Al-Refai , Yadira Colunga Reyes , Eman Hammad

This paper reveals that LLM-powered agents exhibit not only demographic bias (e.g., gender, religion) but also intergroup bias under minimal "us" versus "them" cues. When such group boundaries align with the agent-human divide, a new bias…

Artificial Intelligence · Computer Science 2026-01-07 Zongwei Wang , Bincheng Gu , Hongyu Yu , Junliang Yu , Tao He , Jiayin Feng , Chenghua Lin , Min Gao

This thesis investigates the psychological factors that influence belief in AI predictions, comparing them to belief in astrology- and personality-based predictions, and examines the "personal validation effect" in the context of AI,…

Human-Computer Interaction · Computer Science 2024-09-25 Eunhae Lee

The rapid integration of large language models (LLMs) into everyday workflows has transformed how individuals perform cognitive tasks such as writing, programming, analysis, and multilingual communication. While prior research has focused…

Artificial Intelligence · Computer Science 2026-04-29 Hyunwoo Kim , Harin Yu , Hanau Yi

This study examined whether counterarguments generated by large language models (LLMs) influence the moral judgments of younger and older adults and whether these effects vary as a function of dilemma type, cognitive functioning, trust in…

Human-Computer Interaction · Computer Science 2026-04-27 Kou Tamura , Sayaka Ishibashi , Ayana Goma , Kenta Yamamoto , Kouhei Masumoto

The growing use of AI-generated responses in everyday tools raises concern about how subtle features such as supporting detail or tone of confidence may shape people's beliefs. To understand this, we conducted a pre-registered online…

Human-Computer Interaction · Computer Science 2025-11-14 Zekun Wu , Mayank Jobanputra , Vera Demberg , Jessica Hullman , Anna Maria Feit

As AI chatbots become integrated in education, students are turning to these systems for guidance, feedback, and information. However, the anthropomorphic characteristics of these chatbots create ambiguity over whether students develop…

Computers and Society · Computer Science 2025-12-24 Griffin Pitts , Sanaz Motamedi

How software developers interact with Artificial Intelligence (AI)-powered tools, including Large Language Models (LLMs), plays a vital role in how these AI-powered tools impact them. While overreliance on AI may lead to long-term negative…

Software Engineering · Computer Science 2026-04-14 Samuel Ferino , Rashina Hoda , John Grundy , Christoph Treude

While artificial intelligence has the potential to process vast amounts of data, generate new insights, and unlock greater productivity, its widespread adoption may entail unforeseen consequences. We identify conditions under which AI, by…

Artificial Intelligence · Computer Science 2025-01-22 Andrew J. Peterson

Large language models (LLMs) can provide users with false, inaccurate, or misleading information, and we consider the output of this type of information as what Natale (2021) calls `banal' deceptive behaviour. Here, we investigate peoples'…

Computers and Society · Computer Science 2025-10-29 Xiao Zhan , Yifan Xu , Noura Abdi , Joe Collenette , Ruba Abu-Salma , Stefan Sarkadi

Social biases and belief-driven behaviors can significantly impact Large Language Models (LLMs) decisions on several tasks. As LLMs are increasingly used in multi-agent systems for societal simulations, their ability to model fundamental…

Computation and Language · Computer Science 2025-10-09 Angana Borah , Marwa Houalla , Rada Mihalcea

Humans with an average level of social cognition can infer the beliefs of others based solely on the nonverbal communication signals (e.g. gaze, gesture, pose and contextual information) exhibited during social interactions. This social…

Computer Vision and Pattern Recognition · Computer Science 2022-06-23 Jiafei Duan , Samson Yu , Nicholas Tan , Li Yi , Cheston Tan

Over a billion users globally interact with AI systems engineered to mimic human traits. This development raises concerns that anthropomorphism, the attribution of human characteristics to AI, may foster over-reliance and misplaced trust.…

Artificial Intelligence · Computer Science 2026-02-24 Robin Schimmelpfennig , Mark Díaz , Vinodkumar Prabhakaran , Aida Davani

LLMorphism is the biased belief that human cognition works like a large language model. I argue that the rise of conversational LLMs may make this bias increasingly psychologically available. When artificial systems produce human-like…

Computers and Society · Computer Science 2026-05-08 Valerio Capraro
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