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As AI writes more of the code, an engineer's job shifts away from expressing logic in a language and towards articulating high-level trade-offs.

Drawn from what Martin Kleppmann said

What this subject means

AI and jobs Whether AI displaces human work, which jobs go first, and what replaces them.

Value moves to what stays scarce

What Martin Kleppmann actually said

  1. Martin Kleppmann Computer science researcher at Cambridge
    Maybe as AI writes more and more code of our code, it's less about like the details of how you express logic in a particular programming language and much more about those kinds of high-level trade-offs.

    Watch from 0:38:47 plays here

    ↗Designing Data-intensive Applications with Martin Kleppmannyoutube.com

    22 Apr 2026 · video · 1h 25m · spoken · machine transcript

    All 26 korrents from this recordingthis one is 9th

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