I guess PC power supplies need to start adopting this standard.
You could get an electrician to install a different outlet like a NEMA 6-20 (I actually know someone who did this) or a European outlet, but it's not as simple as installing more appliance circuits, and you'll be paying extra for power cables either way.
If you have a spare 14-30 and don't want to pay an electrician, you could DIY a single-phase 240v circuit with another center tap transformer, though I wouldn't be brave enough to even attempt this, much less connect a $2k GPU to it.
If someone made a PC power supply designed to plug into a NEMA 14-50 you could run a lot of GPUs! And generate a lot of heat!
https://www.amazon.com/IronBox-Electric-Connector-Power-Cord...
https://www.amazon.com/14-50P-6-15R-Adapter-Adaptor-Charger/...
As long as the PSU has proper overcurrent protection, you could get away with saying it is designed for this. I suspect you meant designed for higher power draw rather than merely designed to be able to be plugged into the receptacle, but your remark was ambiguous.
Usually, the way people do things to get higher power draw is that they have a power distribution unit that provides C14 receptacles and plugs into a high power outlet like this:
https://www.apc.com/us/en/product/APDU9981EU3/apc-rack-pdu-9...
Then they plug multiple power supplies into it. They are actually able to use the full available AC power this way.
A (small) problem with scaling PSUs to the 50A (40A continuous) that NEMA 14-50 provides is that there is no standard IEC connector for it as far as I know. The common C13/C14 connectors are limited to 10A. The highest is C19/C20 for 16A, which is used by the following:
https://seasonic.com/atx3-prime-px-2200/
https://seasonic.com/prime-tx/
If I read the specification sheets correctly, the first one is exclusively for 200-240VAC while the second one will go to 1600W off 120V, which is permitted by NEMA 5-15 as long as it is not a continuous load.
There is not much demand for higher rated PSUs in the ATX form factor most here would want, but companies without brand names appear to make ones that go up to 3.6kW:
https://www.amazon.com/Supply-Bitcoin-Miners-Mining-180-240V...
As for even higher power ratings, there are companies that make them in non-standard form factors if you must have them. Here is one example:
https://www.infineon.com/cms/en/product/promopages/AI-PSU/#1...
But when people speak of voltages, they usually mean what you get from a typical socket.
That said, a typical socket likely varies more in the U.S. than in Europe since anything that is high draw in the U.S. gets 240VAC while Europe's 220VAC likely suffices for that. I actually have experimented with running some of my computers off 240VAC. It was actually better than 120VAC since the AC to DC conversion is more efficient when stepping down from 240VAC. Sadly, 240VAC UPS units are pricy, so I terminated that in favor of 120VAC until I find a deal on a 240VAC UPS unit.
Unfortunately, when training on a desktop it's _relatively_ continuous power draw, and can go on for days. :/
And good point on training. I don't know what use cases would be supported by a battery, but there's a marketable one I am sure we will hear about it.
You’re right that a large enough capacitor could do that, and I’ve worked with high voltage supercapacitor systems which can provide tens of watts for minutes, but the cost is so high that lithium batteries typically make more sense.