Summary Insight: AI collapses roles. Scale demands structure. Every tech cycle follows this pattern—but most founders learn it the hard way. Key Takeaways: Role collapse is temporary. Complexity forces re-specialization. Plan for it. Structure determines behavior. Bad structure kills productivity
Summary Insight: AI collapses roles. Scale demands structure. Every tech cycle follows this pattern—but most founders learn it the hard way. Key Takeaways: Role collapse is temporary. Complexity forces re-specialization. Plan for it. Structure determines behavior. Bad structure kills productivity
Summary Insight: Your company is a brain trying to minimize surprise. AI amplifies whatever structure you have—broken or scalable. Rather than asking “Where do we use AI?” ask “Is our structure ready to amplify the outcomes we want it to?”
Summary Insight: Why the era of ‘brute force’ scaling is ending—and how to design your business like a living system to win what comes next. Key Takeaways: Biology’s Rule: Every successful organism survives by minimizing “Free Energy” (surprise). Your business
Summary Insight: Bureaucracy happens when rules override results. Break the pattern by changing structure first—behavior follows. Key Takeaways: Structure naturally calcifies over time, turning execution into motion without progress. You can’t change behavior without changing structure—the system always wins. Move
Summary Insight: The first AI-driven cyberattack just proved the point: the threat isn’t rogue models—it’s weak structure. If your AI can act without deterministic boundaries, you’ve already lost control. Key Takeaways: AI speed without governance creates systemic risk. A sound
Summary Insight: AI made workers faster — but companies remain slow. The next revolution isn’t in the models. It’s in the structure that lets intelligence flow. Key Takeaways: AI boosts individual productivity but hits systemic bottlenecks. The constraint isn’t capability
How to tell when it’s time to bring things back together. Because every structure eventually swings too far apart. There’s a natural tension in every organization: The need to bring things together — and the need to push them apart.
“Don’t ship your org chart.” That’s the mantra software teams have repeated for decades—as if you could somehow outsmart the structure you work within. But Conway’s Law isn’t a suggestion to be clever. It’s a description of reality: Any organization
Summary Insight: Every societal revolution begins with a new source of power. The last one was driven by steam; this one runs on compute. Understanding how past leaders adapted to new energy systems reveals how to lead your business through
Summary Insight: Cheap intelligence is everywhere. What separates winners from losers isn’t the tools on the shelf—it’s the architecture inside your business. Key Takeaways: AI architecture—not tools—determines leverage vs. chaos. Match your stack design to your company’s lifecycle stage. The
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