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AI models just don't understand what they're talking about

Thursday July 3, 2025. 11:39 PM , from TheRegister
Researchers find models' success at tests hides illusion of understanding
Researchers from MIT, Harvard, and the University of Chicago have proposed the term 'potemkin understanding' to describe a newly identified failure mode in large language models that ace conceptual benchmarks but lack the true grasp needed to apply those concepts in practice.…
https://go.theregister.com/feed/www.theregister.com/2025/07/03/ai_models_potemkin_understanding/

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