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The rapid and unprecedented dominance of Artificial Intelligence (AI), particularly through Large Language Models (LLMs), has raised critical trust challenges in high-stakes domains like politics. Biased LLMs' decisions and misinformation…

计算机与社会 · 计算机科学 2026-02-19 Eva Paraschou , Maria Michali , Sofia Yfantidou , Stelios Karamanidis , Stefanos Rafail Kalogeros , Athena Vakali

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…

Since trust measures in human-robot interaction are often subjective or not possible to implement real-time, we propose to use speech cues (on what, when and how the user talks) as an objective real-time measure of trust. This could be…

人机交互 · 计算机科学 2021-04-13 Ella Velner , Khiet P. Truong , Vanessa Evers

Trust in automation, or more recently trust in autonomy, has received extensive research attention in the past two decades. The majority of prior literature adopted a "snapshot" view of trust and typically evaluated trust through…

人机交互 · 计算机科学 2020-10-02 Yaohui Guo , X. Jessie Yang

The integration of artificial intelligence into everyday decision-making has reshaped patterns of selective trust, yet the cognitive mechanisms behind context-dependent preferences for AI versus human informants remain unclear. We applied a…

人机交互 · 计算机科学 2025-12-01 Johan Sebastián Galindez-Acosta , Juan José Giraldo-Huertas

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…

人工智能 · 计算机科学 2026-03-11 Aditya Gulati , Nuria Oliver

A central challenge in AI-assisted decision making is achieving warranted, well-calibrated trust. Both overtrust (accepting incorrect AI recommendations) and undertrust (rejecting correct advice) should be prevented. Prior studies differ in…

人机交互 · 计算机科学 2026-03-06 Laura Spillner , Rachel Ringe , Robert Porzel , Rainer Malaka

Objective We model factors contributing to rating timing for a single-dimensional, any-time trust in robotics measure. Background Many studies view trust as a slow-changing value after subjects complete a trial or at regular intervals.…

人机交互 · 计算机科学 2024-08-02 Jason Dekarske , Gregory Bales , Zhaodan Kong , Sanjay Joshi

Handling trust is one of the core requirements for facilitating effective interaction between the human and the AI agent. Thus, any decision-making framework designed to work with humans must possess the ability to estimate and leverage…

人工智能 · 计算机科学 2023-01-31 Zahra Zahedi , Sarath Sreedharan , Subbarao Kambhampati

It is curious that AI increasingly outperforms human decision makers, yet much of the public distrusts AI to make decisions affecting their lives. In this paper we explore a novel theory that may explain one reason for this. We propose that…

计算机与社会 · 计算机科学 2022-08-03 Bran Knowles , Jason D'Cruz , John T. Richards , Kush R. Varshney

Artificial intelligence (AI) technologies (re-)shape modern life, driving innovation in a wide range of sectors. However, some AI systems have yielded unexpected or undesirable outcomes or have been used in questionable manners. As a…

Trustworthy AI encompasses many aspirational aspects for aligning AI systems with human values, including fairness, privacy, robustness, explainability, and uncertainty quantification. Ultimately the goal of Trustworthy AI research is to…

机器学习 · 计算机科学 2025-11-04 Jesse C. Cresswell

With robots becoming increasingly prevalent in various domains, it has become crucial to equip them with tools to achieve greater fluency in interactions with humans. One of the promising areas for further exploration lies in human trust. A…

机器人学 · 计算机科学 2025-04-08 Haley N. Green , Tariq Iqbal

Over the past decade, an ecosystem of measures has emerged to evaluate the social and ethical implications of AI systems, largely shaped by high-level ethics principles. These measures are developed and used in fragmented ways, without…

人机交互 · 计算机科学 2025-10-14 Shalaleh Rismani , Renee Shelby , Leah Davis , Negar Rostamzadeh , AJung Moon

Interactions with AI assistants are increasingly personalized to individual users. As AI personalization is dynamic and machine-learning-driven, we have limited understanding of how personalization affects interaction outcomes and user…

人机交互 · 计算机科学 2026-02-18 Maximilian Eder , Clemens Lechner , Maurice Jakesch

This paper investigates how collaborative AI systems can enhance user agency in identifying and evaluating misinformation on social media platforms. Traditional methods, such as personal judgment or basic fact-checking, often fall short…

人机交互 · 计算机科学 2025-07-01 Varun Sangwan , Heidi Makitalo

Romantic AI chatbots have quickly attracted users, but their emotional use raises concerns about privacy and safety. As people turn to these systems for intimacy, comfort, and emotionally significant interaction, they often disclose highly…

计算机与社会 · 计算机科学 2026-03-26 Kazi Ababil Azam , Imtiaz Karim , Dipto Das

AI companion chatbots are increasingly used for emotional support, with prior work in the domain predominantly documenting their mixed psychosocial impacts, including both increased emotional expression and heightened loneliness. However,…

人机交互 · 计算机科学 2026-03-25 Olivia Yan Huang , Monika Stodolska , Sharifa Sultana

Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. Conspicuously absent from the literature is a rigorous treatment of public trust in AI. We argue that public distrust of AI…

计算机与社会 · 计算机科学 2021-02-09 Bran Knowles , John T. Richards

AI systems are increasingly tasked to complete responsibilities with decreasing oversight. This delegation requires users to accept certain risks, typically mitigated by perceived or actual alignment of values between humans and AI, leading…

计算机与社会 · 计算机科学 2025-01-29 Jennifer Chien , David Danks