I already have a massive improvement in productivity from GitHub Copilot that I don’t find it hard to imagine that fine tuned LLMs will be able to automate the bulk of mundane work in software (maybe even all of it). Programming, and other computer based activities that involve writing are the exact types of things that language models are good at.