> But this is 100% a python-for-CUDA-C replacement on the GPU

Ish. It's a Python maths library made by Nvidia, an eDSL and a collection of curated libraries. It's not significantly different than stuff like Numpy, Triton, etc..., apart from being made by Nvidia and bundled with their tools.