I agree for the most part. I have seen some non-native English speakers improve their short form English communication with an LLM, as a counter case.

I completely agree with this. Because I’m literally going through exactly this right now — the only problem is I’m still in the newbie period and can’t post about it yet.

This has been a massive frustration for me at work. The amount of emails I get that are drafted by co-pilot or other AI models. They are so obvious to me and they are so generic and clearly missing context that any human paying attention would know. They end up being nonsensical. It is exhausting.

Counter: I often struggled to find a professional "tone" in work communication that matches coworkers, or how to have more difficult conversations, and LLMs make it easier to get a basic idea of how to navigate.

I don't advocate for completely delegating communication and thought to an LLM, but using Claude to prep for the "I want raise and here's why I deserve it" conversation is an absolute game-changer.