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The Disconcerting Time to Be in Technology
It's also a disconcerting time to be in technology because so many things are changing at once. I think it's honestly harder for some machine learning people than it is for like a brand new entrepreneur who's you know just looking for an interesting thing to go do. Microsoft has a unbelievably wide portfolio of products and now you're on the other side of all the infrastructure questions figuring out the organization of adoption of all these capabilities into that portfolio right. How do you how do you organize that effort?