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Comment by Fei-Fei Li

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Stanford AI professor; HAI co-director
It’s very dangerous to make this a dichotomy between complete openness all the way to complete closedness. In complex software systems as well as scientific systems it’s much more nuanced.
Unverified (Aug 12, 2026)
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Fei-Fei Li, at the Ai4 conference, as reported by TechCrunch, August 12, 2026.
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Policy proposals and claims

Require frontier AI labs to conduct nearly all R&D publicly but keep the weights closed
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