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Essay predicts AI matching top human AI researchers within a few years

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Dwarkesh Patel argues in an essay that AI systems as capable as the best human AI researchers could arrive within a couple of years, with 2028 as his median estimate and a 25% chance the date slips past 2032. He cites METR's finding that Anthropic's rate of progress on well-scoped tasks doubled in a year, attributing most of that acceleration to AI-assisted R&D, and Anthropic's report that Claude now leads over 26% of its AI R&D work, up from under 1% in February. Patel frames what follows as a 50/50 split: either a software-only singularity or a spark that compresses three to six years of progress into one. These are his projections, not demonstrated outcomes.

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November 14
  1. Hacker News · AI
    Essay argues AI could match top human AI researchers within a few years

    Dwarkesh Patel argues that AIs as good as the best human AI researchers could arrive within a couple of years, with 2028 as his median estimate and a 25% chance it slips past 2032. He cites METR's finding that Anthropic's rate of progress on well-scoped tasks doubled in a year, with most of that acceleration attributed to AI-assisted R&D, and Anthropic's report that Claude leads over 26% of its AI R&D work, up from under 1% in February. He frames the aftermath as a 50/50 split between a software-only singularity and a spark that compresses three to six years of progress into one.

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