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I have friends that do pretty disparate things (e.g. education consulting, grant writing, solar project planning, etc). They all use LLMs in aspects of their jobs; tasks like rewording emails for tone, extracting themes from brainstorming sessions, rough drafting project plans, etc.

None of them are doing the equivalent of “vibe-coding”, but they use LLMs to get 20-50% done, then take over from there.

Apple likes to deliver products that are polished. Right now the user needs to do the polishing with LLM output. But that doesn’t mean it isn’t useful today



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