Researcher: AI Tools Still Reward Domain Experts, Laypeople Can't Tell What Matters

IgorCarron · x · 2026-10-27

Igor Carron pushes back on the claim that a free 24/7 superintelligence makes hiring teachers pointless, arguing that the people getting the most out of these tools today are domain specialists (including those without formal credentials in the field). His example: understanding why an exponent below 1 on the log in integer multiplication is or isn't a big deal requires background — it matters in TCS but won't change how an ordinary engineer designs the next drone radar. Humans will be needed for a while to teach that distinction.

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