The Four Operations of Intelligence

Most people think AI is about models.

Bigger models. More parameters. More agents. More automation.

But after spending enough time inside systems, markets, code, and information flow, I started realizing something else:

AI is not just a tool.

It is a new way to operate reality itself.

And beneath almost every intelligent system, four fundamental operations k…