Yeah, I think this nails it. I think about the non-trivial parts of writing code, and I think about all the previous failed attempts at this sort of thing, and

Yeah, I think this nails it. I think about the non-trivial parts of writing code, and I think about all the previous failed attempts at this sort of thing, and I remain unimpressed so far. I think specifically about things like optimizations and wonder how an LLM would deal with that. In the last week I’ve written code that dealt with file I/O slowness, thread contention, thread deadlock, etc. In order to even begin fixing these problems, I had to first identify what the cause was by debugging them. Then I had to reason about how the program works to think up a good fix for the issue in our specific case. There are no stack overflow answers for some of the problems I fixed this week. Heck, at one point in the past, I even wrote some code that we thought about getting patented. It was an interesting solution to the problem. And the problem itself was not a common one (but not unheard of). There’s a small amount of literature on it, but not a ton. I don’t see LLMs being a threat to this type of work. But in talking about it, I do see how some other type of AI might assist with it.