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A method worth keeping close.

Ethan Mollick · illustrated avatarEthan MollickAnalytical perspectiveETM-P01

PRODUCT ADVISORY COUNCIL

Map capability task by task

Similar-looking tasks can lie on different sides of a capability boundary.

Product Advisory Council · Method card
Ethan Mollick · illustrated avatarEthan MollickAnalytical perspectiveETM-P01

The method

Map capability task by task

Similar-looking tasks can lie on different sides of a capability boundary.

When to use it

  • Choosing models or designing human–AI collaboration.

Ask yourself

  • One task worked. Can we trust similar tasks too?

Put it into action

  • Collect successes and failures by task, recording model versions and conditions. Keep human checks and fallback processes where capability is untested.

Keep these limits in mind

  • Early studies have specific models, samples, and tasks; their percentage gains are not guarantees for your organization.
Method summary · Not a personal quote

An analytical method adapted from the public skill package, not a reply or endorsement by the person represented.
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