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Dan Cumberland

You got promoted into middle management


Hi Reader,

The fear for the last two years: machine does your job. You disappear.

What actually happened is stranger.

AI took the production work. And immediately proved it has zero judgment.

It writes without knowing who it’s writing for.

It builds without understanding the context.

It moves fast and breaks the things that matter.

(Sound familiar? I’ve managed actual humans who worked exactly like this.)

So whether you wanted it or not, you became the manager.

Your new daily job:

  • Giving clear direction
  • Reviewing the output
  • Course-correcting when it drifts
  • Making judgment calls only you can make

The Resistance Is the Real Problem

This role feels miserable if you fight it.

If you just want to put your headphones on and do the production work yourself, managing AI feels like babysitting. A downgrade.

I get it.

But here’s what changes when you stop resisting:

You start operating at a different scale.

The person who can direct AI— clearly, specifically, with good judgment— isn’t just doing one person’s job anymore. They’re directing the equivalent of a fast, tireless, judgment-free team.

Scale is the word. Leverage is the other one.

The Shift That Actually Matters

Old frame: Be the best employee. Do the best work.

New frame: Be the best manager of the work.

The skills required here are not new.
Clarity. Direction. Quality judgment. These have always mattered.

What’s new is where they get applied.

Before, you thought clearly and executed. Now, you think clearly, communicate it in a way AI can act on, and evaluate what comes back.

The people who thrive in the next few years will not be the ones who know the most AI tools.

They’ll be the ones who know what good work looks like— and can describe exactly what they need to get it.

Your Next Steps

Here’s what I want you to try this week:

  1. Name one task you’ve been doing yourself that AI could handle with better direction from you
  2. Write down what “good” looks like for that task— the output, tone, context, audience. Get specific.
  3. Give AI that brief. Evaluate what comes back like a manager, not like someone hoping it gets lucky.

You’re already managing AI whether you realize it or not.

The only question is whether you’re doing it on purpose.

Reply and tell me what task you’re going to test this with. I read every reply.

Keep building,

-Dan

P.S. If you want to work through this shift in your specific context, an AI Strategy call is a good place to start. It’s an hour to map where AI fits in your work— and how to direct it instead of fight it. Book here.

P.P.S. I’m speaking at Gabe Cox’s Grow Your Biz Without Social summit May 4-8— my talk is specifically on using AI and search to get found by the right people, without posting constantly. It’s free, there are 30+ speakers, and the whole summit is built around building visibility that doesn’t depend on an algorithm Grab your spot.

Dan Cumberland

Weekly AI strategies to reclaim 15+ hours/week— without sounding like a robot. Real systems. Real results. Your voice intact. Join 14,000+ founders.

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