NPUs you can find in AMD high-end CPUs are closer to specialized DSPs (basically big VLIW/SIMD vector units).

People love doing heavy math stuff with them (https://destevez.net/2026/05/getting-peak-tops-on-a-ryzen-ai... - not my blog)