Expertise is an enormous accumulated library of small facts and skills, which is why no method can shortcut the sheer volume of learning it takes.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Expertise is not passively absorbing patterns — it is learning what to look for, which makes becoming an expert a training of attention. CRCharan Ranganath25 May 2024similar wording
• 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. AKAndrej Karpathy7 Apr 2025similar wording
• Knowledge is cheap and easily acquired; what a person actually needs is curiosity, self-efficacy, perseverance, perspective and hope. AMAdam Mastroianni12 Jul 2022similar wording
• Knowledge that lives only in a book or a machine is not knowledge you have. SYScott H. Young18 Nov 2025similar wording
• Turning expertise into a commodity is democratising, because access to medical, legal and mental-health advice has always tracked wealth. BTBret Taylor18 Aug 2025similar wording

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