Open-sourcing capable models matters because it is the only thing standing between us and a world where two or three companies control the frontier.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Open sourcing a foundation model creates significantly more value than the risk it carries. MZMark Zuckerberg28 Sept 2023similar wording
• Open models trailing the frontier by a few months is a good arrangement, because the industry needs a common working space it all has access to. AKAndrej Karpathy20 Mar 2026similar wording
• Open-sourcing biology models is right in principle but has to be balanced against biosafety. MZMark Zuckerberg10 Jun 2026similar wording
• Build where today's models succeed one percent of the time, not twenty: partial success means the capability is already arriving. JDJeff Dean30 Jul 2026similar wording
• The openness that matters is putting increasingly powerful tools into people's hands for free as a public good, not open-sourcing the weights. SASam Altman18 Mar 2024similar wording

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