A top AI researcher predicts AI systems may soon rival the intellect of leading theoretical physicists. Jared Kaplan, a former physicist and AI co-founder, suggests this could happen in two to three years. This development challenges our understanding of intelligence and discovery. It implies AI might generate profound scientific insights, shifting human roles to interpretation and validation.