AI systems now prove research-level mathematical theorems, but access divides along commercial lines. Stanford's Ravi Vakil used private DeepMind tools for proofs he's unsure he could have developed alone, while public AI floods journals with low-quality submissions. Harmonic's $1.45B valuation prices formal verification as the new moat. Academic mathematicians migrate to private labs as the capability gap widens.



