This is the forst time I heard about Aristotle and find it very interesting. First question first: is it available for the general public? I don't know if this is the page to try it? [1]
Second, when you say language modeling support, it means that can better understand code representation (ASTs) or something else? I am just an AI user, not very knowledgeable in the field. My main interest is if it would be great for static analysis oriented to computer security (SAST).
If you follow the theory the prices will go down in a time, and there will be significant more supply. There is a safeguard if the supply surges at some threshold though.
The technique can be interpreted in different ways. One thing that definitely helps is when there’s a strong hype cycle, like with AI, where you’re tempted to build the next “super framework” only to realize that another team may develop it faster and better than you ever could.
I have a friend who worked at an AI company before the current boom, and he once told me something along the lines of: we built several things over the past few years that could now be replaced by the new frameworks that keep appearing.
I think it's difficult for a normal brain to live with the low impact of another project while you created Google. Also, the speed of a personal developer is nothing compared with the speed of a software engineering area or company. You can easily feel like a turtle even working on an interesting project.
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