All topics
Judging
Rounds, rubrics, calibration, and the judge experience.
Judging: rounds, rubrics, calibration, conflicts of interest
How rounds work, how the rubric calculates scores, and how to keep judging fair at scale.
AI-suggested judge scores
Claude proposes per-criterion scores with reasoning; you approve, adjust, or reject before submit.
Judge feedback emails to entrants
Optionally share judges' written feedback with entrants when results are announced.