This is funny, informed, profane, and generally delightful. 

Most organizations cannot ship the most basic applications imaginable with any consistency, and you’re out here saying that the best way to remain competitive is to roll out experimental technology that is an order of magnitude more sophisticated than anything else your I.T department runs, which you have no experience hiring for, when the organization has never used a GPU for anything other than junior engineers playing video games with their camera off during standup, and even if you do that all right there is a chance that the problem is simply unsolvable due to the characteristics of your data and business? This isn’t a recipe for disaster, it’s a cookbook for someone looking to prepare a twelve course fucking catastrophe.

I have no notes. There is going to be some absolutely incredible goalpost-moving over the next five years — unlike crypto, the vague, amorphous “AI” space will be able to declare victory in any number of ways even if the most visible applications never become practical or production-viable. “But Nate, AI is everywhere now!” is a thing you will definitely be able to say without lying in 2026, but also a thing you could have said in 2016 before the market discovered thirsty chatbots and mass-laundering of intellectual property.