The Conversation — AI · October 3, 2026 · On the brief until October 17, 2026

Want to use AI to improve your work? Have it disagree with you

EducationPsychology

THE AI ANGLE

Challenging user assumptions with opposing feedback

A study of university workers found that accepting quick artificial intelligence responses leads to cognitive offloading. Performance improved when workers actively directed the system to challenge their ideas with contrary perspectives. This shows instructors and researchers how deliberate friction can preserve critical thinking during problem solving.

Summary written by AI Business Lens with an AI model from the article at theconversation.com. It is not the article, and the publisher has not reviewed it. For publishers.

THE TEACHING ANGLE

Students can debate whether intentionally seeking contrary feedback from a computer model strengthens human judgment or creates needless confusion.

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Want to use AI to improve your work? Have it disagree with you

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