Joseph Robert Turcotte PRO

The specs are updated a little. It will all be flat on the motherboard, even though the card components will all be there. It's going to use a power system to deliver power only when a portion of the motherboard is used, with some shared unified memory, and persistent memory to allow it not to have to load anything up, but rather, just continue processing again. The registers will include ZBT SRAM, stacked where necessary, and some LPDDR, when less power is required, with HBM3 for extreme memory requirements. No reason to use ordinary DDR. The busses will ensure no bottleneck where most would be, which does increase energy consumption. It will be PCIe 6, so have high requirements at times. However, it will have a power supply with a battery, which won't be hooked up to the cooling system or allow heat into the case, but just use fan turbulence to keep it cool enough. This will allow it to produce twice the power when processing heavy loads. The cooling will include phase change (evaporative) liquid cooling sandwiched onto the flat motherboard, phase change air cooling in channels that ensure overall cooling, and Peltiers hit by fans when the heat is high on processors and memory.

To ensure the heat doesn't get too high, Intel CPUs won't be used. Threadripper CPUs (two) will share the load, and offload to one of several NPUs best equipped for the specific AI processing, as needed. The onboard GPU will be the equivalent of an RTX Pro 6000 and an H200, with a low-power inference mode similar to Lovelace. I have worked as a ghostwriter/inventor towards this type of progress, so it's a sort of payment, but also, to be able to process science efficiently, repaying society. The weird thing I asked for, and I did work on it a little, is an OPU, or optical processing unit. It should be used for specific tasks that would take far more energy. It will mostly be water and cooling, like a huge copper heat sink, even though the motherboard will be huge. I asked for a black box I don't need to open, and only one engraving and light, on the power button.

It won't look like much, but it will be something like a full-size DGX Spark that can also do any gaming or video stuff you need. And portions of it will be made available, as they have to do research to make my HPC, which won't be wasted. One goal is to have wireless GPUs running on light and heat, able to be put into a dock somewhere in your house, to upgrade your house with ease.

Optical will make a comeback before tape. They're electronically writing to them rather than with lasers now, so it's in the petabyte range for storage now. Holographic storage using lithium niobate is coming back, and is actually quite good. New lenses like 2D Maxwell fisheye lenses are making sensing robots more accurate, and acting as waveguides to better allow photonic processing. LightOn's Appliance is a practical example of photonic processing, and Akhetonics has an "XPU" it's working on that is to my understanding also quantum.

Can huge advanced AI concentrate data to reduce its size? We may find new methods of compression, essentially telling AI how to create files from little data, allowing AI to perhaps fit on a Jaz drive.

A reminder to try this sometime: https://huggingface.co/AmirMohseni/YoutubeSummarizer