I had a longer, snarkier response to this the (as I'm writing) top comment on this thread. I spent longer than I'd like to have trying to decode what insight you were sharing here (what exactly is inverted in the GPU/CPU summaries you give?) until I browsed your comment history and saw what looks like a bunch of AI-generated comments (sometimes less than a minute apart from each other) and realized I was trying to decode slop.
This one's especially clear because you reference "the cases shayonj mentioned", but shayonj's comment[1] doesn't mention any use cases, but it does make a comparison to "NVIDIA's stdexec", which seems like might have gotten mixed into what your model was trying to say in the preceding paragraph?
This is really annoying. Please stop.