Raw intelligence is not a stock of tokens: the habit of internalizing structure
yunta_tsai · x · 2026-10-02
The author makes a counterintuitive observation: some people who have read few books still show high raw intelligence — they can decompose open-ended problems, name the parts, identify which constraints actually bind, and build a path no one handed them.
By contrast, many well-read people stall when a problem sits outside the distribution of what they've read: they can only retrieve a nearby case or quote a familiar move.
Core thesis: intelligence is not a stock of tokens but the habit of internalizing structure — the relations, invariants, and causal joints beneath examples — so new solutions are generated from the inside rather than matched from outside. Reading only helps when it leaves that structure behind; otherwise it trains fluency at recall, not the ability to decompose the unseen.
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