Why Companies Should Own the Weights of Production

Christian CataliniOct 2, 2026

As AI makes execution increasingly cheap, the ability to properly steer and verify AI outputs better than your competitors will be the differentiator. World-class verification factories rely on two assets: unique ground truth and talent.