More Isn't Always Better: Balancing Decision Accuracy and Conformity Pressures in Multi-AI Advice
Fuente:
arXiv
Saved in:
| Main Authors: | Tsuchiya, Yuta, Baba, Yukino |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making
by: Lu, Zhuoran, et al.
Published: (2024)
by: Lu, Zhuoran, et al.
Published: (2024)
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure
by: Swaroop, Siddharth, et al.
Published: (2023)
by: Swaroop, Siddharth, et al.
Published: (2023)
Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making
by: Okoso, Ayano, et al.
Published: (2025)
by: Okoso, Ayano, et al.
Published: (2025)
The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations
by: Grand-Clément, Julien, et al.
Published: (2022)
by: Grand-Clément, Julien, et al.
Published: (2022)
Recall Isn't Enough: Bounding Commitments in Personalized Language Systems
by: Tang, Rui, et al.
Published: (2026)
by: Tang, Rui, et al.
Published: (2026)
Beyond Accuracy: How AI Metacognitive Sensitivity improves AI-assisted Decision Making
by: Li, ZhaoBin, et al.
Published: (2025)
by: Li, ZhaoBin, et al.
Published: (2025)
When AI Gives Advice: Evaluating AI and Human Responses to Online Advice-Seeking for Well-Being
by: Kumar, Harsh, et al.
Published: (2025)
by: Kumar, Harsh, et al.
Published: (2025)
How Performance Pressure Influences AI-Assisted Decision Making
by: Haduong, Nikita, et al.
Published: (2024)
by: Haduong, Nikita, et al.
Published: (2024)
AI Should Be More Human, Not More Complex
by: Esposito, Carlo
Published: (2025)
by: Esposito, Carlo
Published: (2025)
The Trust in AI-Generated Health Advice (TAIGHA) Scale and Short Version (TAIGHA-S): Development and Validation Study
by: Kopka, Marvin, et al.
Published: (2025)
by: Kopka, Marvin, et al.
Published: (2025)
Fair Machine Guidance to Enhance Fair Decision Making in Biased People
by: Yang, Mingzhe, et al.
Published: (2024)
by: Yang, Mingzhe, et al.
Published: (2024)
More Expert-like Eye Gaze Movement Patterns are Related to Better X-ray Reading
by: Yang, Pingjing, et al.
Published: (2025)
by: Yang, Pingjing, et al.
Published: (2025)
From Accuracy to Readiness: Metrics and Benchmarks for Human-AI Decision-Making
by: Lee, Min Hun
Published: (2026)
by: Lee, Min Hun
Published: (2026)
The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring
by: Chae, Soobin, et al.
Published: (2025)
by: Chae, Soobin, et al.
Published: (2025)
Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice
by: Ahn, Yongsu, et al.
Published: (2025)
by: Ahn, Yongsu, et al.
Published: (2025)
"What if she doesn't feel the same?" What Happens When We Ask AI for Relationship Advice
by: Manchanda, Niva, et al.
Published: (2025)
by: Manchanda, Niva, et al.
Published: (2025)
Optimizing Generative AI's Accuracy and Transparency in Inductive Thematic Analysis: A Human-AI Comparison
by: Nyaaba, Matthew, et al.
Published: (2025)
by: Nyaaba, Matthew, et al.
Published: (2025)
Knowledge Isn't Power: The Ethics of Social Robots and the Difficulty of Informed Consent
by: Berzuk, James M., et al.
Published: (2025)
by: Berzuk, James M., et al.
Published: (2025)
To Explore What Isn't There -- Glyph-based Visualization for Analysis of Missing Values
by: Fernstad, Sara Johansson, et al.
Published: (2020)
by: Fernstad, Sara Johansson, et al.
Published: (2020)
Hybrid Decision Making via Conformal VLM-generated Guidance
by: Banerjee, Debodeep, et al.
Published: (2026)
by: Banerjee, Debodeep, et al.
Published: (2026)
Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision Making
by: Spillner, Laura, et al.
Published: (2026)
by: Spillner, Laura, et al.
Published: (2026)
From Evidence to Decision: Exploring Evaluative AI
by: Le, Thao, et al.
Published: (2024)
by: Le, Thao, et al.
Published: (2024)
"Better Ask for Forgiveness than Permission": Practices and Policies of AI Disclosure in Freelance Work
by: Hwang, Angel Hsing-Chi, et al.
Published: (2026)
by: Hwang, Angel Hsing-Chi, et al.
Published: (2026)
More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool
by: Suh, Ashley, et al.
Published: (2024)
by: Suh, Ashley, et al.
Published: (2024)
AI and Collective Decisions: Strengthening Legitimacy and Losers' Consent
by: Fulay, Suyash, et al.
Published: (2026)
by: Fulay, Suyash, et al.
Published: (2026)
A Decision Theoretic Framework for Measuring AI Reliance
by: Guo, Ziyang, et al.
Published: (2024)
by: Guo, Ziyang, et al.
Published: (2024)
Biased AI can Influence Political Decision-Making
by: Fisher, Jillian, et al.
Published: (2024)
by: Fisher, Jillian, et al.
Published: (2024)
The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023)
by: Morrison, Katelyn, et al.
Published: (2023)
Value-Sensitive AI for Prayer: Balancing the Agencies Between Human and AI Agents in Spiritual Context
by: Kwon, Soonho, et al.
Published: (2026)
by: Kwon, Soonho, et al.
Published: (2026)
Less Interaction But More Explanation: A Communication Perspective on Agentic AI Interfaces
by: Jang, Eunchae, et al.
Published: (2026)
by: Jang, Eunchae, et al.
Published: (2026)
A Scalable Approach to Benchmarking the In-Conversation Differential Diagnostic Accuracy of a Health AI
by: Bhatt, Deep, et al.
Published: (2024)
by: Bhatt, Deep, et al.
Published: (2024)
Augmenting Human Cognition With Generative AI: Lessons From AI-Assisted Decision-Making
by: Zhang, Zelun Tony, et al.
Published: (2025)
by: Zhang, Zelun Tony, et al.
Published: (2025)
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making
by: Ma, Shuai, et al.
Published: (2024)
by: Ma, Shuai, et al.
Published: (2024)
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
by: He, Gaole, et al.
Published: (2025)
by: He, Gaole, et al.
Published: (2025)
To Measure What Isn't There -- Visual Exploration of Missingness Structures Using Quality Metrics
by: Fernstad, Sara Johansson, et al.
Published: (2025)
by: Fernstad, Sara Johansson, et al.
Published: (2025)
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
by: Schoeffer, Jakob, et al.
Published: (2022)
by: Schoeffer, Jakob, et al.
Published: (2022)
Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions
by: Cau, Federico Maria, et al.
Published: (2025)
by: Cau, Federico Maria, et al.
Published: (2025)
Using AI Uncertainty Quantification to Improve Human Decision-Making
by: Marusich, Laura R., et al.
Published: (2023)
by: Marusich, Laura R., et al.
Published: (2023)
Supporting Data-Frame Dynamics in AI-assisted Decision Making
by: Zheng, Chengbo, et al.
Published: (2025)
by: Zheng, Chengbo, et al.
Published: (2025)
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions
by: Schoeffer, Jakob, et al.
Published: (2023)
by: Schoeffer, Jakob, et al.
Published: (2023)
Similar Items
-
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making
by: Lu, Zhuoran, et al.
Published: (2024) -
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure
by: Swaroop, Siddharth, et al.
Published: (2023) -
Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making
by: Okoso, Ayano, et al.
Published: (2025) -
The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations
by: Grand-Clément, Julien, et al.
Published: (2022) -
Recall Isn't Enough: Bounding Commitments in Personalized Language Systems
by: Tang, Rui, et al.
Published: (2026)