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← People and their mental models

Dario Amodei's mental models

2 claims Dario Amodei made fit 2 mental models. Most often: Exponential growth, Margin of safety. Everything they said here.

Models they name

Their own words name the idea.

Exponential growth

Growth that doubles looks like nothing for a long time and then like everything; intuition is linear and gets it wrong.

Others who think with this model

Adam FrankAddy OsmaniAlexandr WangAndrej KarpathyDax RaadMark Zuckerbergand 2 more

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The most surprising thing about the last three years is not the technology but how few people recognise we are near the end of the exponential.

  1. Dario Amodei Co-founder and CEO of Anthropic I will tell you though what the most surprising thing has been. The most surprising thing has been the lack of public recognition of how close we are to the end of the exponential. Dario Amodei — “We are near the end of the exponential”youtube.com · 13 Feb 2026 · 0:00:48 into the videoAll korrents from this video
    Their wordsI will tell you though what the most surprising thing has been. The most surprising thing has been the lack of public recognition of how close we are to the end of the exponential.

    Where this was said

    Watch from 0:00:48 plays here

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

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

Models we see in what they say

Our reading: their claim applies the idea without naming it. The claim is theirs; filing it here is ours.

Margin of safety

Leave room for being wrong, because sometimes you will be.

Others who think with this model

Morgan HouselBill AckmanBrian PotterChamath PalihapitiyaJamie DimonMatt Kepnesand 3 more

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If a lab is off by a single year in its revenue forecast, no hedge on Earth stops the compute it already bought from bankrupting it.

  1. Dario Amodei Co-founder and CEO of Anthropic And if my if my revenue is not a trillion dollars, if it's even 800 billion, there's no force on Earth. There's there's no hedge on Earth that could stop me from going bankrupt if I if I buy that much compute. Dario Amodei — “We are near the end of the exponential”youtube.com · 13 Feb 2026 · 0:51:45 into the videoAll korrents from this video
    Their wordsAnd if my if my revenue is not a trillion dollars, if it's even 800 billion, there's no force on Earth. There's there's no hedge on Earth that could stop me from going bankrupt if I if I buy that much compute.

    Where this was said

    Watch from 0:51:45 plays here

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

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