Anthropic's AI has proven a long-standing conjecture in percolation theory, a probability subfield studying network connectivity thresholds. The breakthrough, which eluded mathematicians including Fields Medal winner Hugo Duminil-Copin, marks a milestone in applying AI to theoretical mathematics, though it has sparked mixed reactions in the academic community.