Because an individual is an expert in at most one thing, an LLM's broad shallow expertise lets them do things they could not do before, whereas an organisation only gets better at what it already did.

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1. 7 Apr 2025

   Andrej Karpathy quoted

   In contrast, an individual will usually only be an expert in at most one thing, so the broad quasi-expertise offered by the LLM fundamentally allows them to do things they couldn't do before.

   ↗Power to the people: How LLMs flip the script on technology diffusionkarpathy.bearblog.dev