A new paper from researchers at the University of Oxford and Vela Research suggests that large language models are already better at picking winners than most early-stage investors. In a field notorious for pattern-matching and warm intros, the prospect of AI surfacing promising founders earlier—without knowing their names—could be a game-changer.