visual analysis is the right bottleneck to call out. most coding agents can read and write code fine because its just text. but identify a corroded valve from a photo and suggest the right fix? thats a different problem entirely. curious how your benchmark scores the gap between text-reasoning and visual-reasoning tasks

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