Anthropic's AI has reportedly proven a long-standing conjecture in percolation theory about network connectivity thresholds, achieving what mathematicians including Fields Medalist Hugo Duminil-Copin had failed to accomplish. The proof marks a significant moment for the field, though it has generated mixed reactions about AI surpassing human mathematical achievement.