AI companies aren't profitable yet because subscription and API revenue doesn't cover the massive compute costs—they're completely dependent on VC funding. The real question is whether AI will become a sustainable business like the internet, or if we're in a financial bubble similar to the dot-com crash. The money won't come from the foundation models themselves, but from the application layer built on top of them, just like railways made money from steam engines, not the engines themselves.