Quanta Magazine 2026-04-14-2
The AI Revolution in Math Has Arrived
AlphaEvolve found hypercube structures in permutation groups that mathematicians hadn't noticed in 50 years: not by answering the question posed, but by surfacing a pattern nobody thought to look for. The real capability shift isn't AI proving things faster; it's AI scanning combinatorial spaces too large for human intuition and returning structures that reframe entire research programs. Discovery is being commoditized; the scarce resource is now verification infrastructure and the human judgment to recognize which discoveries matter.