// today's reading
Mercury squares your evaluation pipeline today, Aries. You're running fresh experiments on a dataset you haven't fully interrogated for drift, and your baseline assumptions are about to collide with reality at checkpoint time. Before you retrain on the full feature set, spend an hour on precision-recall tradeoffs — the model that looks best in your notebook will not ship.