The AI control trap (and how to escape it)

Your teams are already using AI. Here's how to catch up →

This week, I’ve been researching the control paradox.

The Control Paradox in 60 Seconds

• Your bureaucracy operates at human speed, AI at machine speed

• Your teams are already using AI (with or without your permission)

• More control = less innovation. Tradeoffs are real.

• Four governance models work: destination-setting, boundaries, machine governance, and shape-shifting

• Start small, fail fast, scale what works, and disrupt yourself before your competitors do