Why AI Startups Can Move 10x Faster Now

I think the biggest things that have started to change are the focus of the large model providers on more reasoning and chain of thought modeling. I think that's allowed folks to have is something off the shelf that is much better at creating agent workflows versus before you had to like have huge GPU clusters in order to be able to fine tune everything and make it a lot better. So I do think that like step function and off the shelf models that have more advanced chain of thought capabilities have made us able to go to market much faster. I think what it forces organizations to do is to think about hey, there's going to be more step function changes. We can't build and have too much fidelity to one specific thing because the world is changing around us every single day. So building with the future in mind has become increasingly important.