Why an Avoider boss is more dangerous than a Dependent one

Two people in the same building are both in trouble. One has handed his thinking to a machine and is producing work he cannot defend. The other has refused to touch the machine at all and is falling behind the floor around him.

Most of the writing about AI at work treats these as a matched pair. Two errors, opposite in direction, equally regrettable. I do not think they are equal, and the difference is not a matter of degree.

The Dependent hollows himself out. The Avoider bills other people for it.

Where the damage lands

Take the Dependent first, because he is the one everybody worries about. He skips the thinking, accepts whatever the tool returns, cannot evaluate it because he never built the muscle that would let him, and over a year or two becomes someone whose output is indistinguishable from anyone else's with the same subscription. This is genuinely bad. It is also, almost entirely, his own problem. The erosion happens inside one person. When it finally surfaces, in the meeting where a senior architect asks him to explain a decision and he cannot, the person who pays is him.

Now take the Avoider, and assume the most sympathetic version. He is not lazy or frightened. He is principled. He built a career on craft, he can see that the new tools produce work that is shallower than his own, and something in him refuses to participate in the dilution. There is a version of this man who is right about almost everything he believes.

And if he has no authority over anyone, his avoidance costs him a job at worst. He falls behind, he knows it, he lives with it. His decision, his bill.

Give him a team.

The tax

In the book, Vivek explains why he stopped short of becoming this man. He had worked briefly with a senior colleague he had idolised at twenty-three, and noticed something about how that man now talked in meetings.

He had started saying things that sounded principled but were, when I listened carefully, just refusals. He was protecting the craft, in his own head. From outside, he was just becoming someone whose ideas were no longer in the conversation. He didn't know. Nobody told him.The Amplifier, chapter six

That man retired with his principles intact and his reputation quietly fading. He had never harmed anyone deliberately. But his last few teams had been held back, and they had not chosen it, and most of them never knew it was happening.

The line I keep coming back to is the one that follows: avoidance, when you have authority, is not a personal choice. It is a tax on everyone underneath you.

That is the asymmetry. The Dependent's trap has a blast radius of one. The Avoider's blast radius is the size of his reporting line, and it compounds, because the people inside it are usually junior enough that they take his position as the house position without ever examining it.

The part that should worry you more

Arjun works this out about himself before he works it out about his manager, and that is the order it usually happens in.

He had joined in September. From his first month he followed his team lead's line on AI, not because anyone instructed him to but because that was the structure and he was twenty-two and still working out which forms HR needed. When the integration directive came down in January and Karan said let's not rush, Arjun adopted that as his own position without ever asking himself whether he agreed with it. Ten months later his team was the slowest on the floor and three people he knew were gone.

He had noticed other teams adapting. He had noticed his own team's velocity slipping. He had gone home and watched tutorials in private, as though learning the tools were a slightly shameful thing rather than the thing he should have been arguing for out loud.

He never once walked into that office and said so.

So the Avoider's tax is not only paid in lost capability. It is paid in the silence of everyone who can see the problem and does not have the standing, or thinks they do not have the standing, to name it. An Avoider with authority does not merely fail to adapt. He makes adaptation feel disloyal.

What to do with this

If you manage people, the question is not whether you personally like these tools. Your preferences stopped being private the day someone started reporting to you. The question is whether the people below you are free to engage seriously with this without it costing them anything politically, and whether they know that.

They will not tell you the answer. You will have to work it out from what they do in private.

And if you are the junior in this arrangement, watching it happen: the thought you are keeping inside your own head is worth more than you think it is, and the cost of saying it out loud is almost always lower than the cost of the ten months.

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