When Enhancement Lies: Upscale And Enhance Artifacts, Diagnosed
Upscaling is sold as improvement, and sometimes it genuinely is. But every AI editor has watched an enhancer take a decent clip and return it wearing halos,
Upscale
When (and When Not) to Upscale AI Video
Upscaling cannot rescue a bad generation. When it actually earns its cost — big screens, hero shots, higher-quality encodes — and when to skip it.