Mat-R1

MatBrain splits crystal discovery between a 30B reasoner and a 14B tool-caller

Its authors report 30,000 candidate structures and 38 leads in 48 hours from models small enough to run locally, though the comparison with frontier systems arrives in the abstract without a named baseline.