The article said:
RISC-V startup Ubitium says it’s working on a single architecture that can rule them all.
It seems like we hear about one of these, every couple of years. The most recent, best known example was probably Tachyum, which so far appears to be vaporware.
...that's not to say that Tachyum is fraudulent, just that they were way overly optimistic about how quickly they could get systems to market, by which point established players had already passed them by and they had to go back and design something even newer and better, to have a chance at competing. Pretty much exactly what I said would happen.
The article said:
Ubititum claims all of the transistors in its Universal Processor can be reused for everything; no “specialized cores” like those in CPUs and GPUs are required.
I'll be interesting to hear how this meaningfully differs from what CPUs do. CPU cores have a vector/floating-point pipeline that fuses most of their heavy-duty floating-point and integer vector operations. The scalar integer stuff doesn't take up much space and is therefore fine to keep separate.
Actually, with RDNA3, AMD took the approach of using its vector compute hardware to implement WMMA (thanks to those who set me straight, on this point), meaning they don't even have dedicated tensor cores. Also, I think their RT performance lags Nvidia, in large part because they've tried to minimize the dedicated hardware for RT and relied mostly on tricks like tweaking their texture engines to do BVH traversal.
Where FPGAs can come out ahead is by using more functional parallelism than what CPUs or GPUs can do. Normal, programmable processors are limited mostly to data parallelism. However, FPGAs have overheads the others don't, which is why they tend to be replaced by hardwired logic, for anything sufficiently well-defined, and "soft cores" on FPGAs never perform as well as the hard-wired cores in CPUs.
The article said:
So far the company has raised $3.7 million
That's known as "seed funding". We rarely hear about startups, during this phase. I guess they're having trouble raising their series-A funding, which is why they've gone out of stealth mode so soon.
Well, I look forward to seeing if they're truly doing something new, so I hope they at least make it that far.