FROMANNUAL REVIEWS

CogSci 2025

•

August 01, 2025

•

San Francisco, United States

keywords:

computer-based experiment

decision making

human-computer interaction

artificial intelligence

Artificial intelligence (AI) can enhance human decision-making by providing assistance at different levels of abstraction. This study investigates whether AI should offer broad, high-level guidance (global AI) or focused, low-level assistance (local AI) to optimise performance and learning. Using a hierarchical multi-armed bandit task where both AI types provide equally valuable recommendations, we evaluate how participants leverage AI support in making sequential decisions. Findings reveal that while participants benefited from both types of AI suggestions, global AI led to significantly greater performance improvements. These results contribute to our understanding of human-AI interaction in hierarchical problem-solving, highlighting the importance of designing AI systems that effectively support human cognitive processes.

Downloads

SlidesPaperTranscript English (automatic)

Next from CogSci 2025

Who Has More Furniture? Context Effects on the Quantification of Mass vs. Count Superordinate Nouns
technical paper

Who Has More Furniture? Context Effects on the Quantification of Mass vs. Count Superordinate Nouns

CogSci 2025

Khuyen Le
David Barner
Khuyen Le and 2 other authors

01 August 2025

Similar lecture

Shaping Human–AI Collaboration in Education: Effects of AI-Assisted Decision-Making Paradigms and Human–AI Decision Consistency on Pre-Service Teachers’ Psychological States and Performance
poster

Shaping Human–AI Collaboration in Education: Effects of AI-Assisted Decision-Making Paradigms and Human–AI Decision Consistency on Pre-Service Teachers’ Psychological States and Performance

AAAI 2026

+2
Qin Ni and 4 other authors

25 January 2026

Stay up to date with the latest Underline news!

Select topic of interest (you can select more than one)

PRESENTATIONS

  • All Presentations
  • For Librarians
  • Resource Center
  • Free Trial
Underline Science, Inc.
1216 Broadway, 2nd Floor, New York, NY 10001, USA

© 2026 Underline - All rights reserved

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.