Big Law clients now expect fee cuts to reflect AI-driven efficiency gains. Associates report that time spent verifying AI outputs offsets those gains. Firms are advised to include verification time in efficiency expectations. Verification is also used as a training tool for associates. The findings come from a recent survey of associates and law firm AI leaders.