Alexander Tsyplikhin

AI is an increasingly important competitive differentiator for financial firms. But according to Alex, the traditional constraints of current hardware architectures often force firms to oversimplify models in order to reduce latency and fight noise.

The number of architectures capable of supporting compute-intensive analytics in finance has never been greater. We can choose from an ever-expanding range of CPUs, GPUs, FPGAs, and NPUs, which can in turn exchange data via a wide variety of interconnects.