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Common questions
Why is a hire everybody wanted only "fine"?
He works the way he always worked, with the same eye, and it produces a different result. The system he had been standing in at the last place was doing far more of the work than anyone had priced in, including him. What never arrives is the thing he was hired for: the part where he sees what is coming before anyone describes it.
What did Boris Groysberg actually find?
He spent years at Harvard tracking more than a thousand star equity analysts through their moves between firms. Analysts who changed firms saw their performance fall, and it was still down five years later. The ones who moved with their whole team held their level. The difference traces to how much of a star's performance rested on the former firm's resources, networks and colleagues rather than on ability they could carry with them.
If it is not the skill, what is missing?
Most of what looks like ability from the outside is knowledge of one building. Who signs off in a day and who sits on it for three weeks. Which objection is real and which is ritual. What happened the last time somebody tried this, and the reason that never got written down. None of that feels like context from the inside. It just feels like being good at your job.
Where does AI fit into this?
AI has no building. It supplies the skill, instantly and at any scale, and it works from whatever context you hand it. Tell it that this VP would rather not be copied, that finance's deadline is soft and legal's is not, and that the last three attempts stalled for a reason living in one person's memory, and it uses every word of that. The skill half arrives faster and cheaper every quarter. The context half comes from you, and it is becoming the job.
What should a leader actually do about it?
Take someone who joined your team in the last year and give them thirty minutes. They already have the org chart, so hand over what it cannot show them: three things you tried that did not work, and what actually stopped each one, with the real cause rather than the tidier version in the post-mortem. Then write it down. That page does two jobs, because the next person starts from it, and it is also what AI needs from you before it is any use on your actual work.

