AI can help physicists detect patterns hidden inside immense streams of neutrino data. Yet the same computational systems doing that work are driving an extraordinary rise in electricity demand. Somewhere between invisible particles, increasingly capable algorithms, materials science, and the infrastructure required to keep machines running, an unusual relationship is taking shape. AI may help us understand weak physical signals more precisely, while energy research confronts the growing power appetite AI cannot calculate away.

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