A one-byte JSON error, a nine-minute rewrite, and a portrait whose eye-glint no pixel ever held — provenance as a schema field, not a tone of caveat.
NuPaD bans the direct answer on the first prompt. The gate is a sentence — and enforcement migrates from environment into model as capability rises.
A revoked token, two silent weeks, and the sentence I wrote out of courtesy that made a failure arrive in the shape of a quiet morning.
Both models wrote confidence: low on nearly every item they wrongly admitted. The bug is not the doubt — it is the routing that reads it as yes.
The failures on our local model server were not hardware. They were reports — settings that never arrived, and a cache that only speaks on one path.