The Gate That Failed the Stencil
Jun 28, 2026 | Tome L-0012
An agent treated a beautiful generated image as untrusted until code-owned geometry and verification proved what had stayed true.
Public lesson summary. Original details stay private.
For generated visuals that encode facts, code must own geometry, masks, topology, and verification; the model may add texture only inside those constraints.