Terence Tao: AI Doesn't Understand — It's 'Probability Pretending to Think'

Fields Medalist Terence Tao's critique of AI reasoning went viral, articulating a position that many researchers hold privately: current LLMs imitate reasoning without comprehending it.

Terence Tao, widely considered the greatest living mathematician, weighed in on the nature of AI reasoning with a characteristically precise formulation: AI may look like it reasons, but it does not understand — it is "probability pretending to think." As @JonhernandezIA shared, the quote drew a quarter-million views, resonating with both AI skeptics and practitioners who've watched models fail on problems requiring genuine comprehension.

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