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Shanghai International Studies University Papers

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Shanghai International Studies University

Shanghai International Studies University: Research Institution — Prolific Citations Library

Browse 1 peer-reviewed paper from Shanghai International Studies University spanning Socio-Economic Impacts of AI, Algorithmic Systems (2026). Research powered by Prolific's high-quality participant data.

This page lists 1 peer-reviewed paper from researchers at Shanghai International Studies University in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

Once One Fails, All Are Suspect: Understanding Error Generalization in AI

Authors: L Dai, Z Wang, L Chen, J Jin

Year: 2026

Published in: 2026•scholarspace.manoa.hawaii.edu

Institution: Shanghai International Studies University

Research Area: Socio-Economic Impacts of AI, Algorithmic Systems

Discipline: Computer Science, Artificial Intelligence

AI errors lead to broader negative generalizations about other AI systems compared to human errors, largely due to perceptions of AI's inflexibility and inability to learn from mistakes.

Methods: Conducted four one-factor experiments across distinct contexts to compare human responses to AI errors and human errors.

Key Findings: Generalization of error perceptions from one AI system to others, and psychological mechanisms driving this process.