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Coding models give AI research a 15 to 20% total-factor speedup today, up from about 5% six months ago.

Drawn from what Dario Amodei said

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code generation Machines emitting code and files, and whether the volume they produce is a cost somebody eventually pays.

What Dario Amodei actually said

  1. Dario Amodei Co-founder and CEO of Anthropic
    Like I would say right now the coding models give maybe I don't know a a like 15 maybe 20% total factor speedup. Like that's my view. Um and 6 months ago it was maybe 5% and so and so it didn't matter.

    Watch from 0:37:43 plays here

    ↗Dario Amodei — “We are near the end of the exponential”youtube.com

    13 Feb 2026 · video · 2h 22m · spoken · machine transcript

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