Microsoft's Democratization of the Technology Means More Competition

GPT-4 means that anyone can plug into the API and start using these kinds of tools in their products. So really it seems like there's just going to be more of a consolidation in the space, which is not really that cool. I also think Microsoft, you know, their M&A decisions in recent years, including buying nuance and many other acquisitions that they've made. They're taking over in the healthcare space with nuance. It looks like the tech or the product or the big sexy thing is the hard bit, but actually it's the in the weed stuff, the follow on stuff that is the make or break for a company. Absolutely.