ISSUE 12 / WORK DESIGN · 3 MIN READ

Capable Isn’t Authorized

AI may be able to do the work. The harder question is who should hold the authority—and the consequences.

A hand places a card bearing a circular seal at a threshold between a grey, blueprint-like corridor and a warm, sunlit landscape.
Capability can cross a threshold. Authority and responsibility still need an owner.

Gates’s “Human Reserved” idea asks what society may choose to keep human. Inside a company, the related question is who may decide - and who answers when the decision causes harm.

01 / THE IDEA

A new name for an old question.

The distinction between capability and authority is this issue’s application of Gates’s proposal, not a framework he explicitly advances.

What gets made What gets weighed Who gets practice Who owns the result A process produces more than its visible output. Map each part before changing who does it.

The path above is a conceptual checklist, not a measured maturity scale.

SOURCE: BILL GATES, “THE CHOICES WE MAKE ABOUT AI NOW ARE CRITICAL” (AUG. 26, 2026); AXIOS INTERVIEW (AUG. 26, 2026). THE CHECKLIST IS

ABOUT THE AUTHOR

Don Long

Founder of SummitMark. Helping people and organizations become capable with AI.

THE MOSTLY RIGHT LETTER

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