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Zhiqiu Lin

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#small language model Open access Sep 2026

Scalable Oversight Across Generative Visual AI: Toward Visual Storytelling for Everyone

Generative visual AI has advanced by scaling data and compute, but its next bottleneck is oversight: the expert signals that evaluate, reward, and teach models what ``good'' looks like. Providing such oversight is increasingly difficult because foundation vision-language models now match or surpass most humans at the s...

Zhiqiu Lin · 0 citations
#small language model Open access Sep 2026

Scalable Oversight Across Generative Visual AI: Toward Visual Storytelling for Everyone

Generative visual AI has advanced by scaling data and compute, but its next bottleneck is oversight: the expert signals that evaluate, reward, and teach models what ``good'' looks like. Providing such oversight is increasingly difficult because foundation vision-language models now match or surpass most humans at the s...

Zhiqiu Lin · 0 citations

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