The name is slightly reminiscent of https://en.wikipedia.org/wiki/File:RIVA_TNT2_VANTA_GPU.jpg
The name is slightly reminiscent of https://en.wikipedia.org/wiki/File:RIVA_TNT2_VANTA_GPU.jpg
There's been one major success case: A64Fx and ARM SVE. The Fujitsu processor just recently took #1 in LINPACK, #1 Green500 (also the most efficient) and also #1 in HPCG (an alternative benchmark that GPUs traditionally suck at).
Its not a full GPU yet, but that A64Fx is clearly a powerful SIMD compute cluster, very similar to a GPU. It has succeeded where the Xeon Phi seems to have failed.
That said, if the goal is to compete with existing GPUs for general compute workload, the graphics part is unnecessary anyway. That could work out, though calling it a GPU is a red herring.
Blending pixels is becoming less and less important in the power budget of mobile devices too.
Again, this doesn't matter for a pure compute part. It's just not particularly clear from the article whether they're even aware of the distinction.