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A technical guide to spatial resizing, sharpening, and AI video super-resolution: what changes, what remains unknowable, and how to compare results fairly. Includes pixel arithmetic, research context, color and temporal pitfalls, a proposed controlled test, decision tables, and a reusable review checklist.