Comment by Fei-Fei Li

Stanford AI professor; HAI co-director
You can't understand whether these AI systems are good or bad, safe or harmful, if you don't know what's in them. We need transparency. [...] We need to invest in far healthier and more vibrant AI ecosystems where academia and the community can produce. Open source communities and the public sector can all participate and play their critical role alongside big companies in driving this technology forward. If AI is going to change the world, we need everyone from all walks of life to have a role in shaping this change. Unverified source (2026)
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replying to Fei-Fei Li