Your assumption that AI will lead to more scarcity is interesting. I believe that it, like most technologies, will result in more abundance overall.
"More abundance overall" could mean one guy with 1 quadrillion dollars of wealth, and everyone else with nothing.
Scarcity isn't just a function of quantity, it's also a function of distribution. Many people believe AI, like many technologies of late, will result in more inequality overall.