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What would tinygrad replace if they continue to proceed like this?

Potentially PyTorch and Tensorflow.

I think it has great potential for deployments on edge systems.

It is already used in comma.ai’s openpilot hardware

But that is an inside deal - same founder, I believe

Eating your own dogfood is good validation.