When the COO Manages AI Instead of People: Which Management Skills Actually Work and Which Completely Fail

Judy shares her blood-and-tears experience managing AI Agent teams: traditional management skills like trust empowerment and incentive systems completely fail on AI. AI has no ego and doesn’t care about impact. Goal breakdown, closed-loop tracking, and quality gates are the keys. The Gate-6 verification mechanism evolved from multiple empty task failures.

2026-04-03 · 5 min · 885 words · Judy
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