Why is it a winner takes all situation? There’s really intense competition up and down the supply chain for AI. That competition is going to bring down costs for everything. It’s becoming cheaper and easier every day to start a company that will disrupt the established players and bring down prices. Everything will become commoditized.

The winners in the end will be consumers, and the losers will be the big AI companies.

I think you and the parent comment are both wrong. The right analogy is something like a new species, which consumes resources and makes more of itself. The species is "AI", or "AI-empowered organization with a handful of humans on top", whichever way you like to think of it. It doesn't have to be winner-take-all, there can be many such things running around. But the point is humans can't compete with such things and will lose resources to them. Something like Factorio, with the "players" building automated production chains everywhere, and the planet's native critters (us) not very important as workers or consumers, simply pushed out whenever we interfere.

"Why is it a winner takes all situation?"

I have lawyer agent x10 better than yours in a civil matter. Guess who wins. What value is second best lawyer?

Machines are historically more obedient than people — so employing millions of AI agents to maintain your empire isn’t as fragile as enslaving millions of people. Historically its been the revolts of people, not the commoditization of resources that brought down empires