I noted in the intro which LLM's I had used to research and edit with. Mostly because I could not find a simple map of the tooling layers in common lisp in one place so I "synthesised" one of my own. The map is really what I was in search of and AI helped make it so, however the article has been revised and edited a zillion times by me and contains a lot of contributions from the r/lisp community and for some it still has "LLM voice" so I don't know maybe my "voice" has gone LLM too lol.

Anyway if there are any specific corrections or mistakes in the article that need attention I'm always happy to get feedback.

Ok, presume it is. Why is this a useful observation? The author still needed to poke and prod the LLM to produce useful information. She still needed to know what questions to ask and prompts to give, and hopefully steered it right when it made up falsehoods.

I’ve used CL for years and the layered model fits with my experience yet I never conceived of it exactly that way. It’s useful. So what if an LLM wrote it?

> Opus 4.6, GPT 5.4, Gemini 3.1 were all used to help research and edit this article

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