> I'm genuinely surprised that AMD didn't put in an effort to implement CUDA themselves

I think HIP is their attempt at that, as it's very similar to CUDA and is meant to be easy to port. Maybe there's reasons why they (or anyone else really) can't just adopt CUDA (licensing?), though that's beyond my knowledge.