LLM Inevitabilism

In the 90s a friend told me about the internet. And that he knows someone who is in a university and has access to it and can show us. An hour later, we were sitting in front of a computer in that university and watched his friend surfing the web. Clicking on links, receiving pages of text. Faster than one could read. In a nice layout. Even with images. And links to other pages. We were shocked. No printing, no shipping, no waiting. This was the future. It was inevitable.

Yesterday I wanted to rewrite a program to use a large library that would have required me to dive deep down into the documentation or read its code to tackle my use case. As a first try, I just copy+pasted the whole library and my whole program into GPT 4.1 and told it to rewrite it using the library. It succeeded at the first attempt. The rewrite itself was small enough that I could read all code changes in 15 minutes and make a few stylistic changes. Done. Hours of time saved. This is the future. It is inevitable.

PS: Most replies seem to compare my experience to experiences that the responders have with agentic coding, where the developer is iteratively changing the code by chatting with an LLM. I am not doing that. I use a "One prompt one file. No code edits." approach, which I describe here:

https://www.gibney.org/prompt_coding

You speak with a passive voice, as if the future is something that happens to you, rather than something that you participate in.

There is an old cliché about stopping the tide coming in. I mean, yeah you can get out there and participate in trying to stop it.

This isn't about fatalism or even pessimism. The tide coming in isn't good or bad. It's more like the refrain from Game of Thrones: Winter is coming. You prepare for it. Your time might be better served finding shelter and warm clothing rather than engaging in a futile attempt to prevent it.

If you believe that there is nobody there inside all this LLM stuff, that it's ultimately hollow and yet that it'll still get used by the sort of people who'll look at most humans and call 'em non-player characters and meme at them, if you believe that you're looking at a collapse of civilization because of this hollowness and what it evokes in people… then you'll be doing that, but I can't blame anybody for engaging in attempts to prevent it.