The Future of Machine Learning and Envelopes

The rate of innovation for like these pre trained models is insane right now. Every month we're going to get this crazy new GPT, at least for the next like year or two. I think that everyone is going to feel like they can do ML and they're going to be able to do it because it won't be as expensive as it is now. In terms of actual technical trends, how do you treat like the state and ML transformations? How do you couple that to your database or whatever you're using to store data? That's also a segue to kind of what I'm building now, which is my own chat bot.

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