The platform decides.
The model merely proposes.
Stochastic Core
Deterministic Wrapper
Filter Route
Aligned Output
Safe Execution
System Compliance
[FLOW: DETERMINISTIC CONTROL]
AI text/layout recreation from video frame; verify against source image.