Buchumschlag

Understanding the Effects of Miscalibrated AI Confidence on User Trust, Reliance, and Decision Efficacy

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Li, Jingshu, Yang, Yitian, Zhang, Renwen, Liao, Q. Vera, Song, Tianqi, Xu, Zhengtao, Lee, Yi-chieh
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Artificial Intelligence Human-Computer Interaction
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making
von: Li, Jingshu, et al.
Veröffentlicht: (2025)

AI-exhibited Personality Traits Can Shape Human Self-concept through Conversations
von: Li, Jingshu, et al.
Veröffentlicht: (2026)

Exploring the Effects of Chatbot Anthropomorphism and Human Empathy on Human Prosocial Behavior Toward Chatbots
von: Li, Jingshu, et al.
Veröffentlicht: (2025)

"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust
von: Kim, Sunnie S. Y., et al.
Veröffentlicht: (2024)

Understanding Older Adults' Experiences of Support, Concerns, and Risks from Kinship-Role AI-Generated Influencers
von: Song, Tianqi, et al.
Veröffentlicht: (2026)

From Trust to Appropriate Reliance: Measurement Constructs in Human-AI Decision-Making
von: Raees, Muhammad, et al.
Veröffentlicht: (2026)

Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making
von: Cao, Shiye, et al.
Veröffentlicht: (2024)

AI Literacy Education for Older Adults: Motivations, Challenges and Preferences
von: KangJie, Eugene Tang, et al.
Veröffentlicht: (2025)

Raising the Stakes: Assessing the Influence of Stakes on User Reliance Behavior in Human-AI Decision-Making
von: Johnson, David S.
Veröffentlicht: (2025)

The Benefits of Prosociality towards AI Agents: Examining the Effects of Helping AI Agents on Human Well-Being
von: Zhu, Zicheng, et al.
Veröffentlicht: (2025)

Personalized to Persuade: The Effects of Contextualization and Warmth on Trust and Reliance in Conversational AI
von: Yazan, Mert, et al.
Veröffentlicht: (2026)

AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions
von: Schoeffer, Jakob, et al.
Veröffentlicht: (2023)

The Fragility of AI Companionship: Ontological, Structural, and Normative Uncertainty in Human-AI Relationships
von: Zhang, Renwen, et al.
Veröffentlicht: (2026)

Passing the Buck to AI: How Individuals' Decision-Making Patterns Affect Reliance on AI
von: Mei, Katelyn Xiaoying, et al.
Veröffentlicht: (2025)

A Decision Theoretic Framework for Measuring AI Reliance
von: Guo, Ziyang, et al.
Veröffentlicht: (2024)

How AI Responses Shape User Beliefs: The Effects of Information Detail and Confidence on Belief Strength and Stance
von: Wu, Zekun, et al.
Veröffentlicht: (2025)

"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making
von: Ma, Shuai, et al.
Veröffentlicht: (2024)

Explainability and AI Confidence in Clinical Decision Support Systems: Effects on Trust, Diagnostic Performance, and Cognitive Load in Breast Cancer Care
von: Rezaeian, Olya, et al.
Veröffentlicht: (2025)

Offloading Score: Measuring AI Reliance Through Counterfactual Workflows
von: Padmakumar, Vishakh, et al.
Veröffentlicht: (2026)

Adjust for Trust: Mitigating Trust-Induced Inappropriate Reliance on AI Assistance
von: Srinivasan, Tejas, et al.
Veröffentlicht: (2025)

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies
von: Kim, Sunnie S. Y., et al.
Veröffentlicht: (2025)

RelianceScope: An Analytical Framework for Examining Students' Reliance on Generative AI Chatbots in Problem Solving
von: Jin, Hyoungwook, et al.
Veröffentlicht: (2026)

Deconstructing Depression Stigma: Integrating AI-driven Data Collection and Analysis with Causal Knowledge Graphs
von: Meng, Han, et al.
Veröffentlicht: (2025)

Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
von: Schoeffer, Jakob, et al.
Veröffentlicht: (2022)

AI Knows Best? The Paradox of Expertise, AI-Reliance, and Performance in Educational Tutoring Decision-Making Tasks
von: Chen, Eason, et al.
Veröffentlicht: (2025)

Understanding How Psychological Distance Influences User Preferences in Conversational Versus Web Search
von: Yang, Yitian, et al.
Veröffentlicht: (2024)

"Do I Trust the AI?" Towards Trustworthy AI-Assisted Diagnosis: Understanding User Perception in LLM-Supported Reasoning
von: Xu, Yuansong, et al.
Veröffentlicht: (2026)

Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis
von: Liu, Zihan, et al.
Veröffentlicht: (2024)

Wild Narratives: Exploring the Effects of Animal Chatbots on Empathy and Positive Attitudes toward Animals
von: Li, Jingshu, et al.
Veröffentlicht: (2024)

The Decision to Verify: How Warmth and User Characteristics Shape Reliance on Conversational Agents for Information Search
von: Yazan, Mert, et al.
Veröffentlicht: (2026)

Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges
von: Lee, Yi-Chieh, et al.
Veröffentlicht: (2026)

Designing with Tensions: Older Adults' Emotional Support-Seeking Under System-Level Constraints in Conversational AI
von: Shi, Mengqi, et al.
Veröffentlicht: (2026)

Empowering Social Service with AI: Insights from a Participatory Design Study with Practitioners
von: Tan, Yugin, et al.
Veröffentlicht: (2025)

When Humans Don't Feel Like an Option: Contextual Factors That Shape When Older Adults Turn to Conversational AI for Emotional Support
von: Shi, Mengqi, et al.
Veröffentlicht: (2026)

Evaluating the Influences of Explanation Style on Human-AI Reliance
von: Casolin, Emma, et al.
Veröffentlicht: (2024)

Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators
von: Pitts, Griffin, et al.
Veröffentlicht: (2026)

Framing an AI with Values Reduces AI Reliance in AI-supported Writing Tasks
von: Gao, Alice, et al.
Veröffentlicht: (2026)

What is Stigma Attributed to? A Theory-Grounded, Expert-Annotated Interview Corpus for Demystifying Mental-Health Stigma
von: Meng, Han, et al.
Veröffentlicht: (2025)

Timing Matters: How Using LLMs at Different Timings Influences Writers' Perceptions and Ideation Outcomes in AI-Assisted Ideation
von: Qin, Peinuan, et al.
Veröffentlicht: (2025)

The Dark Side of AI Companionship: A Taxonomy of Harmful Algorithmic Behaviors in Human-AI Relationships
von: Zhang, Renwen, et al.
Veröffentlicht: (2024)