Does working with frontier AI demand a high IQ? The evidence says something subtler: AI levels routine work and amplifies frontier work, and past the ability threshold the binding constraint is time-to-verification — an attention budget taxed by every context switch. Supervisory span, exception-first review, and formatting as a bandwidth technology, with interactive figures you can push on and a downloadable agent skill that puts the rules to work.
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The monograph lives at its own URL in the warm-paper layout, with interactive figures, a live layered-report demo, and an audit exercise.
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