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In the winter of 2022, a team of neuroscientists at Johns Hopkins University asked a simple question: could artificial intelligence learn to be surprised? They fed a multimodal model thousands of videos of everyday physics — balls rolling, cups falling, water spilling — then showed it a clip of a solid ball passing straight through a solid wall. The AI classified the event as “unlikely” but did not hesitate, did not gasp, did not lean forward to rewatch. A three-year-old human, by contrast, would have pointed, laughed, and demanded an explanation. That difference — the inability to truly wonder — is the most underappreciated limitation of artificial intelligence, and it is also humanity’s greatest insurance policy.