Back to search

Article

AI Surrogacy in Psychological Research

2025-08-01

Abstract excerpt

<p>AI tools hold considerable promise for psychological research. The precise shape of their potential uses has become clearer in recent years as machine learning models have been trained to reproduce a variety of complex human cognitive behaviors with impressive success. The prospect of AI-human performance parity, along with the advantages of AI systems in speed, cost and ease of use, has prompted psychologists...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
9b14b4cf-57c6-51f7-b96c-f7a18e603262
DOI
10.31234/osf.io/6emg9_v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
AI Surrogacy in Psychological ResearchDOI 10.31234/osf.io/6emg9_v1
Critical Artificial Intelligence Literacy for PsychologistsSemantic proximity
Cognitive modeling using artificial intelligenceSemantic proximity
Artificial intelligence in psychology researchSemantic proximity
Artificial Cognition: How Experimental Psychology Can Help Generate Explainable Artificial IntelligenceSemantic proximity
From Silicon to Solutions: AI's Impending Impact on Research and DiscoverySemantic proximity
A Test for Evaluating Performance in Human-AI SystemsSemantic proximity
Computational Models Gone RogueSemantic proximity
AI Tools Can Enhance, Not Threaten, GeneralizabilitySemantic proximity
Beyond Human Boundaries: Exploring the Proficiency of AI Technology and its Potential in Psychometric Test ConstructionSemantic proximity
AI-Discovered Cognitive Models Reveal Novel Insights into Human and Animal LearningSemantic proximity
Seven Guiding Questions for Reproducible AI-Assisted Research in the Social and Behavioral SciencesSemantic proximity
Seven Guiding Questions for Reproducible AI-Assisted Research in the Social and Behavioral SciencesSemantic proximity
Select a neighboring publication to make it the new centre.