Machine Learning Tooling Is Getting More Convenient

The hardware improvements that we're seeing are a really big part of why this is working today right like it's not just the next generation GPUs. I predict there will be more and more tooling to make this more convenient, you know, like Andre talked about software 2.0 where we program less the machines and more about the data.