Millions of AI instances run at 10x-100x human speed

6.6 significance by Dario Amodei Compute Q1 2027

Why does it matter?

Millions of fast copies would make AI labor scale like infrastructure, not like a normal workforce.

Direct quote

The resources used to train the model can be repurposed to run millions of instances of it (this matches projected cluster sizes by ~2027), and the model can absorb information and generate actions at roughly 10x-100x human speed. It may however be limited by the response time of the physical world or of software it interacts with. Each of these million copies can act independently on unrelated tasks, or if needed can all work together in the same way humans would collaborate, perhaps with different subpopulations fine-tuned to be especially good at particular tasks.

Dario Amodei