As AMD GPUs match and even surpass NVIDIA's performance in raw specs, a critical software gap remains. Researchers from Stanford's Hazy Research group introduce HipKittens, a collection of programming primitives that unlocks the true potential of AMD's CDNA architecture, paving the way for a more diverse and competitive AI hardware landscape.