One final note: besides writing, another occupation that requires putting down one symbol after another is programming, and both ChatGPT and GPT-4 have been trained on not just language texts but also computer programs. GPT-4, in particular, is pretty good. I do not think programmers are in danger of mass layoffs, but it will change the nature of the job. I know it is already changing college-level courses on the topic.

