Large language models and automation systems are reshaping white-collar work. This isn’t speculation — it’s already happening. Junior tasks are being absorbed by AI, and senior roles are being expanded to cover more ground with fewer people.
The point of noticing this isn’t to panic. It’s to think clearly about what durable work looks like from here.
The same AI that’s compressing employment is also, for the first time in history, making it possible for one person to operate a business that used to need a team. The leverage is real — the question is who it works for. This post is about that question.
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