'Ask Claude to explain it' is not an economic moat: humans won't stay useful by copy-pasting AI explanations

GabGarrett · x · 2026-10-28

@rationalaussie pushes back sharply against a viral post reassuring mathematicians and scientists worried about AI: companies don't care about understanding per se, they care about verifiable outcomes. The idea that humans far dumber than a superintelligence stay economically useful by having Claude explain things and pasting that to their boss is, in his words, delusional cope.

The original post argued from computational neuroscience history: scientists spent decades hand-constructing brain models, until 10 years ago AI-built computer vision models turned out to be better models of the visual cortex than anything humans designed—with language following the same path—implying fields being overtaken by AI is the norm, not the end.

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