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← People and their mental models

Michael Kratsios's mental models

3 claims Michael Kratsios made fit 3 mental models. Most often: Moats, One-way and two-way doors, Trade-offs. Everything they said here.

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.

Moats

What protects a business is whatever a rival cannot copy, and that is rarely the software.

Used by 10 others

AI regulation only avoids handing incumbents a moat if it is one national framework that is equally clear and easy for companies of every size.

  1. Michael Kratsios US science and technology adviser to the president I think it's all about having regulatory clarity and ease for all sizes of of companies. Um and if we can work with Congress to do something like that, I think that would be that would be the biggest boon for for for startups. Michael Kratsios: Inside the White House's AI Strategyyoutube.com · 18 Aug 2026 · 17:46 into the videoAll korrents from this video
    Their wordsI think it's all about having regulatory clarity and ease for all sizes of of companies. Um and if we can work with Congress to do something like that, I think that would be that would be the biggest boon for for for startups.

    Where this was said

    Watch from 17:46 plays here

    ↗Michael Kratsios: Inside the White House's AI Strategyyoutube.com

    18 Aug 2026 · video · 39m · spoken · machine transcript

One-way and two-way doors

Decide fast when a choice can be undone, and slowly when it cannot.

Used by 6 others

Legislating AI is riskier than an executive order, because the next administration can revoke a bad executive order and nobody can revoke a bad law.

  1. Michael Kratsios US science and technology adviser to the president The thing about executive orders, which is a little secret, is when administration changes, you can just revoke the executive order and and start from scratch again. Um when something is a law, you you can't do that. Michael Kratsios: Inside the White House's AI Strategyyoutube.com · 18 Aug 2026 · 34:39 into the videoAll korrents from this video
    Their wordsThe thing about executive orders, which is a little secret, is when administration changes, you can just revoke the executive order and and start from scratch again. Um when something is a law, you you can't do that.

    Where this was said

    Watch from 34:39 plays here

    ↗Michael Kratsios: Inside the White House's AI Strategyyoutube.com

    18 Aug 2026 · video · 39m · spoken · machine transcript

Trade-offs

Every choice gives something up, so name the cost; and check, because some trade-offs everyone assumes are not real.

Used by 60 others

The tradeoff in cyber-capable models cannot be designed away: the model that can do something nefarious is the same model that hardens the system against it.

  1. Michael Kratsios US science and technology adviser to the president the challenge with a lot of these cyber capable models is the same model that is able to sort of do something nefarious is the same model that can be very valuable in hardening an existing system. Michael Kratsios: Inside the White House's AI Strategyyoutube.com · 18 Aug 2026 · 12:18 into the videoAll korrents from this video
    Their wordsthe challenge with a lot of these cyber capable models is the same model that is able to sort of do something nefarious is the same model that can be very valuable in hardening an existing system.

    Where this was said

    Watch from 12:18 plays here

    ↗Michael Kratsios: Inside the White House's AI Strategyyoutube.com

    18 Aug 2026 · video · 39m · spoken · machine transcript