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HUMAN-AI-TEAMING5 MIN READ

Commit to a human-AI teaming audit

Commit to auditing one AI-assisted workflow for frontier fit, complementarity, and verification.

Audit one AI-assisted workflow for frontier fit, complementarity, and verification, then make one concrete routing or review change. Use this for recurring work where AI drafts, summarizes, analyzes, ranks, or recommends something a human later uses. For [workflow], I will list the subtasks, mark each as AI-led, human-led, or shared, identify one missing-context risk, and add one verification or routing change by [date]. A recurring AI-generated summary that teammates read before a customer, executive, or hiring decision A prompt template that produces recommendations but does not show source evidence or assumptions A review process where humans approve every AI output…

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