AI will automate every job except the ones I'm deeply familiar with

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The "GeLLMan Amnesia" effect describes how people believe AI will automate everyone else's job except their own. When examining AI capabilities in fields you know deeply, you notice flaws and limitations that aren't apparent from a distance. This happens because knowledge is fractal—fields appear simple from afar but reveal complexity up close. As LLMs improve, they asymptotically approach expert level but never quite replace deep domain expertise. The gaps and nuances in your field are what make you valuable as an expert.

GeLLMan amnesia

Software Engineering Lessons from Production