With AI and design largely commoditized, this essay explores why I believe hardware — and specifically physical AI — is becoming the next great moat in tech.

It dives into what happens when everyone has access to the same models, and why real-world deployment becomes the true differentiator.

Would love feedback from others building in robotics, AI, or edge systems.