How AI will erase entire industries without automating them.

David Oks pointed out this week that it was the iPhone, not ATMS that made branch banking irrelevant. This is the key that explains how AI will transform the world of work.

His principle is that automating tasks inside an existing paradigm rarely displaces workers; what displaces them is when someone builds a new paradigm where those tasks don't exist.

Most companies are doing the first thing with AI right now - they’re trying to get “drop-in remote workers” in the form of a chatbot - which explains why the results are modest.

Nat Eliason is doing the second thing.

He built an AI agent that built its own company from scratch (products, sub-agents, self-review, etc.) on $1,500/month. The business is self-referential (an AI selling AI guides), but the structure is interesting because it’s basically a zero-man startup.

That’s what a paradigm shift looks like: humans made irrelevant rather than automatable.

The deeper point that I’m making is that AI breaks even this framework.

Every previous paradigm shift required humans to recognize the new paradigm and build it. The iPhone made branch bankers irrelevant, but it didn’t autonomously build the app ecosystem that followed; humans did.

AI can do that itself. AI can chisel itself into existence.

One recent example. Andrej Karpathy left a swarm of agents running for two days doing autonomous ML research, and they found improvements he'd missed - despite his two decades of experience - running 700 experiments on their own.

What’s coming is a paradigm shift that itself creates paradigm shifts. I don’t know what it looks like, but I tried to write about it.

I cover why “will AI replace me at my job?” is the wrong question, what the right one looks like, and why comparative advantage may not protect you this time.