Rubrics, Not Vibes: Consistency as a Feature in Peer Review with AI

I just finished reviewing 18 grant proposals across two different funding organizations, one public one private. And I have three journal peer review requests sitting in my inbox I need to get to.1 Peer review of manuscripts and especially grant proposals is one of the highest-impact service activities we do in academia. Publications are important, and grant proposal decisions can make or break a career.