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Atlas / Human–AI interaction / People

Joel Becker

Cognition & SkillReward & Compulsion

METR

Randomized trials of AI and experienced developers’ productivity, including the gap between felt and measured speed.

Placed by the editor, v1 — corrections welcome.

In the Atlas

  • Becker et al 2025 - METR developer productivity

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  • Why we misjudge our speed with AI
  • Flow or dark flow

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Around this researcher
Cognition & SkillReward & CompulsionMeasuring the Impact of Early-2025 AI on Experienced Open-Source Developer ProductivityWhat separates flow from 'dark flow' when building with AI?Why do we feel faster with AI than we are?This researcher

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  • Cognition & Skill
  • Reward & Compulsion
  • Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
  • What separates flow from 'dark flow' when building with AI?
  • Why do we feel faster with AI than we are?

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