A lot of the marketing push (both from the frontier model companies and from people trying to sell specific "solutions" wrapping an AI model) these days involves getting laypeople into "software development". Well, not in the sense of iterating on an idea and critiquing it and having a real idea of what software should be like (and certainly not trying to design something that someone else could want); but "vibe coding", oh yeah. A model in a "chat" environment can still write a few hundred lines of code for you and also walk you through "installing" and operating it, if you're persistent enough in explaining what you need to be taught. This is, of course, terrible for "security posture" (but there are already so many other issues there…) but it's potentially very useful for a lot of people. They just have to get the idea in their heads that it's possible to have something on their computer that helps them solve a personal problem, even something that didn't exist until it was asked for.