Heterogeneous computing

He was our guest today.

We had an awesome conversation talking about the multi-chip world, building in London, the future of heterogeneous compute.

What was your take?

He's a real like polymath founder coming from a variety of disciplines that he's done deep research on to arrive at this all important question in the age of AI of how to efficiently run inference for more and more workloads that are going on.

problems largely cost, speed? Talk about the actual problems that your customers are coming to you with, where they've decided that heterogeneity is the right option.

Or is it just that they need compute, and heterogeneity is giving them a path to something?

They have criteria on which they need to solve their problem, which they don't find solved well with the non-heterogeneous compute stack.

they're not really coming to us saying, oh, we really want heterogeneous compute.

It's a more dynamic and ever evolving set of hardware under the hood of a rugged edge computer that is powering this edge AI and this more accelerated computing at the edge.

So I'm curious if you could tell us a little bit about how you're seeing that heterogeneous computing actually manifests itself in rugged edge computers.

I mean, you guys would be the source of truth here.

So tell me a little bit about kind of how this is reflecting itself in your products and some of the trends you're seeing and You know, more chip needs, more advanced chip needs, more varied chip needs within your rugged edge computers.