Cool work — quick question: how should readers think about the fact that Interfaze-Beta is on the leaderboard you built? Not saying anything's wrong with the methodology, just curious how you'd recommend a third party verify the ranking is neutral to the choices you made (datasets, difficulty weights, reasoning-off default, etc.).