45 People, $200M Revenue. The Question Nobody's Asking About AI and Your Team Size.

What's really happening with AI and team size in your organization? The common story is that AI makes teams more productive so you can cut headcount — but the reality is more complicated.

In this video, I share the inside scoop on why the five-person strike team is the structural unit of the AI era:

- Why AI raised coordination costs by the same order as output

- How scouts and strike teams map to different AI-era missions

- What correctness-first thinking means for how you hire and build

- Where the real opportunity is — expanding ambition, not shrinking headcount

AI agents and LLMs didn't break your meetings problem — they amplified a team size problem you already had, and the leaders who restructure around small, high-judgment teams will build the defining companies of this decade.

Chapters

00:00 Your Meetings Problem Is Actually a Team Size Problem

02:10 The Math of Communication Pathways

04:15 Dunbar's Number and Why the Military Cracked This First

06:00 What AI Actually Changed About Team Size

08:20 Why Volume Is Free and Correctness Is Scarce

10:45 The Harvard Study That Proves the Point

12:30 Scouts: The One-Person AI Strike Force

15:00 Peter Steinberger and the Solo Agent Model

17:10 Strike Teams: Why Five Is the Magic Number

20:00 The Ambition Failure Nobody Talks About

23:15 How to Compose Many Strike Teams Into One Org

25:40 The AI Slop Tax and the True Cost of a Weak Link

28:00 How to Test Who's Ready for the Strike Team Model

30:20 The Shopify Mandate and What Toby Lutke Got Right

33:00 Restructure for Ambition, Not Efficiency

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