You're right that GPU is a misnomer these days. The top-end chips are for HPC and scientific computing in general. Good for training, inference, and non-AI applications such as molecular dynamics simulations. They can accelerate FFT and linear solvers. Their applications are broader than AI/ML. Useful for physics simulations.