AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future.

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• Roughly half of the possible outcomes of advanced AI development would be good or great for society. MSM.G. Siegler15 Sept 2026
• The rising level of public concern about AI extinction risk is overblown relative to how progress will actually unfold. NLNathan Lambert19 Sept 2026
• The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly. RGRyan Greenblatt11 Aug 2026
• The hypotheses AI 'co-scientist' systems are producing are ones the literature already contains, and the publicity around them does not say so. DLDerek Lowe27 May 2026
• Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet. PSPeter Steinberger12 Feb 2026

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