Intel actually built and launched this 15 years ago. A GPU-like barrel processor with tons of memory bandwidth and wide vector instructions that ran x86. In later versions they even addressed the critical weakness of GPUs for many use cases (poor I/O bandwidth).

It went nowhere, aside from Intel doing Intel things, because most programmers struggle to write good code for those types of architectures so all of that potential was wasted.