Failure mode
The prompt asks for “cinematic,” “premium,” or “make it better” without defining the output job, source/reference constraints, physical details, composition, motion, or verification. The result may look impressive while being unusable, inaccurate, off-brand, or misleading.
Applied correction
Start simple. Add details only when they control a visible decision. When editing, make the requested transformation bounded and keep a preservation lock.
Field test
Can the main subject be identified instantly at thumbnail si