"ChatGPT Is a Blurry JPEG of the Web" by Ted Chiang. This is easily the best piece I've read about large language models.
Has a bunch of great new metaphors to seek your teeth into.
https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web