Here maybe interesting reading....
His background is very interesting
The company’s Earth-2 supercomputer is taking on climate change
spectrum.ieee.org
Is it possible that Brainchip IP will be used in future developments from Nvidia? I don`t know.
....The DPU can support the ability to offload, accelerate, and
isolate data center workloads, reducing CPU and GPU workloads. .......
....
He says Nvidia’s vision for the data center of the future is based on its three chips: CPU, DPU, and GPU.
“These three pillars are connected with a very efficient and high-performance network that was originally developed at Mellanox and is being further developed at Nvidia,” he says.
Development of the BlueField DPUs is now a key priority for Nvidia. It is a data center infrastructure on a chip, optimized for high-performance computing. It also
offloads, accelerates, and
isolates a variety of networking, storage, and security services. .
.....
What could he mean with the ability of a system on a chip that could "offload and isolate" to get the whole thing more enegy efficient?
(Akida don`t need to be connected to the cloud, it is processing on the chip, right?)
.....
The company is also working closely with the health care industry to develop AI-based technologies. Its supercomputers are helping to identify cancer
by generating synthetic data to enable researchers to train their models to better identify tumors. Its AI and accelerated computing products also assist with drug discovery and genome research, Kagan says.
“We are actually moving forward at a fairly nice pace,” he says. “But the thing is that you always need to reinvent yourself and do the new thing faster and better, and basically win with what you have and not look for infinite resources. This is what commitment means.”