Cognitive Readiness for Human-AI Collaboration

Sébastien Tremblay, Delphine de Hemptinne, Gabrielle Teyssier-Roberge, Adèle Gallant, Alexandre Marois, Daniel Lafond, School of Psychology, Université Laval, Quebec City, École Nationale Administration Publique, Quebec City, School of Psychology and Humanities, University of Central Lancashire, CortAIx Labs, Thales Canada, Quebec City

Human Factors: The Journal of the Human Factors and Ergonomics Society

Published online on August 04, 2026

Abstract

Human Factors, Ahead of Print.
ObjectiveThis narrative review examines the cognitive, metacognitive, and team competency requirements that may contribute to productive and reliable collaboration between human and AI to address two questions: What capabilities make AI a competent ...