Seeing Is Not Exempt
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
State
A seeing stack's competence is its training distribution's, and its deeper templates are as unreadable as any deep machine's knobs — vision earns no exemption from Unit 8's rules.
Show
The sunlit-photo champion meets fog, or a stickered stop sign, at its own risk; only shallow layers stain readably.
Watch for
Machine seeing is classification plus geography — audit it like any classifier, never like an eye.