Effective governance of frontier AI requires three things together: agreed safety standards, incentives for developers to follow them, and evidence that they are being followed.

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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.

• Frontier AI systems cannot be presumed safe unless proven unsafe; developers must bear the burden of proof that risks stay within acceptable limits. YBYoshua Bengio26 Oct 2023similar wordingDeep-learning researcher and Turing Award laureate
• Third-party frontier AI auditing is urgently needed and would help prevent extreme concentration of power. MBMiles Brundage22 Feb 2026similar wordingIndependent AI policy researcher
• Not one of the companies building frontier AI is willing to accept standard corporate governance, which is how dangerous they know the technology to be. EREric Ries10 May 2026similar wordingAuthor of The Lean Startup and Incorruptible
• A proposal to pace frontier AI development is unrealistic and mainly serves political control of AI. BTBen Thompson18 Sept 2026similar wordingWrites Stratechery, a subscription newsletter on the…
• Without agreed rules of the road, AI companies and states will tend to cut corners on safety and compliance commitments. MBMiles Brundage25 Sept 2025similar wording

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