krasin
Joined 18 years ago
Joined 18 years ago
This is almost twice better than RTX 5090. This GPU will not be prefill constrained, I feel.
But I am surprised that they were able to pack so much flops into 300W.
To a degree, this is what copyright was supposed to do.
I really fail to see a problem with these tiny amounts of non-brittle material embedded into a solid case. It's still very dangerous, but it's locally dangerous (meters away), not at the scale of whole countries.
The high-power unit had 300 grams of Pu-238 in 1965. Given its 87.7 years half-life, only 187g of Pu-238 remaining. It's very hard to do much damage with this amount of radioactive material.
How large is the amount of plutonium in there? I highly doubt that it has the claimed potential.
Obviously, it's still not done, and yet to prove to be profitable, but their reactor design does suggest that they have a chance to make it work and replace a lot of CO2 emissions.
1. Original article, but paywall: https://www.scmp.com/news/china/science/article/3331031/chin...
2. Derivative (+based commentary), but no paywall: https://www.chosun.com/english/world-en/2025/11/07/MND3QUGUT...
They support FP8/BF8 with F32 accumulate and also IU4 with I32 accumulate. The max matrix size is 16x16. For comparison, NVIDIA Blackwell GB200 supports matrices up to 256x32 for FP8 and 256x96 for NVFP4.
This matters for overall throughput, as feeding a bigger matrix unit is actually cheaper in terms of memory bandwidth, as the number of FLOPs grows O(n^2) when increasing the size of a systolic array, while the number of inputs/outputs as O(n).
1. https://www.amd.com/content/dam/amd/en/documents/radeon-tech...
2. https://semianalysis.com/2025/06/23/nvidia-tensor-core-evolu...
The employees were robbed from having a big cash exit. Illiquid stock options from Windsurf were converted to illiquid stock options of Devin.
What's worse is that the well is now poisoned. I would advise against joining startups from now on, because I think that there's no upside for employees anymore.
The linked whitepaper is pretty useless, and I am saying as a big fan of diffusion-transformers-for-not-just-images-or-videos approach.
Also, Gemini Diffusion ([1]) is way better at coding than Mercury offering.
From their "order" page:
> UPERFECT Omega is currently in the concept stage and will soon be put into research and development.