Open frontier models will keep being released whether or not anyone wants to stop them, and stopping them would only leave the world less prepared.

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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.

• At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse. ACAjeya Cotra1 Sept 2026similar wording
• Open-source models cannot keep frontier systems in check, because they will always be much dumber than the frontier. ACAjeya Cotra1 Sept 2026similar 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
• Delaying the open release of a new capability by months or years is worth doing, even though preventing its spread indefinitely is not. HTHelen Toner5 Apr 2025similar wording
• Frontier models must be cheap enough for anyone to use, because a world in which they are rationed to the wealthiest developers is the wrong world. AWAlexandr Wang29 Jul 2026similar wording

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