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theory uplift differentially benefits safety & is underleveraged — LessWrong

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[1] We will likely have near-superhuman mathematics AI by Q1 2027.[1] …

x theory uplift differentially benefits safety & is underleveraged — LessWrong AI Frontpage 2026 Top Fifty: 11 % 133 theory uplift differentially benefits safety & is underleveraged by yudhister 20th May 2026 1 min read 14 133 [1] We will likely have near-superhuman mathematics AI by Q1 2027 . [1] [2] Qualitatively, AI mathematics capabilities are developing significantly faster than automated AI R&D capabilities. [2] [3] Thus , we will likely have a period of time where the rate of our ability to rigorously & usefully verify and understand model behavior and model outputs outpaces the rate of

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