The Control Layer

The Control Layer

What 100,000 Claude chats really tell us about AI productivity?

Inside Anthropic’s Claude data: where AI saves time, where it does not, and what that means for UK and EU leaders.

Amer Altaf's avatar
Amer Altaf
Nov 26, 2025
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Why it matters

  • Anthropic analysed 100,000 real Claude.ai conversations and estimated that AI cut task time by about 80 per cent on average.

  • If you scale those gains across the US economy, they imply la…

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