/Tech8h ago

Test-Time Compute Will Soon Convert Directly Into AI Competence

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François Chollet@fchollet#77inTech

In retrospect... Yep

François Chollet@fchollet

One very important thing to understand about the future: the economics of AI are about to change completely. We'll soon be in a world where you can turn test-time compute into competence -- for the first time in the history of software, marginal cost will become critical.

7:59 PM · Jul 2, 2026 · 37.2K Views

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François Chollet@fchollet

This is the sort of early prediction you can make when you pay close attention to ARC-AGI scores

François Chollet@fchollet

In retrospect... Yep

8h7.5K222

Joboolan@joboolan

@fchollet Yes.

8h26