Zuckerberg spent years building on Apple’s terms. His $100 billion-plus AI bet is about owning everything

Mark Zuckerberg says he knew he was taking a huge swing when he signed off on Meta’s AI buildout. On a recent episode of Cheeky Pint, the Stripe cofounder John Collison podcast, he put the commitment at as much as $200 billion before there was proof it would pay off. Alexandr Wang, Meta’s chief AI officer, sat beside him and called that kind of decision “the opposite of Lean Startup.”

The timing was hard to miss. The episode came out on Oct. 12, the same day Meta launched Muse Wonder, the first frontier-class model from Wang’s superintelligence lab. Meta has already guided for as much as $145 billion in capital spending this year, much of it aimed at AI infrastructure. Zuckerberg’s pitch is that Meta is building a “full-stack” company: its own data centers, its own chips, its own low-level infrastructure.

That instinct did not appear out of nowhere. Zuckerberg has spent nearly two decades fighting the rules set by Apple and Google, whose smartphone platforms control how Facebook reaches users. Facebook’s iPhone app arrived in 2008, Android in 2009, and the mobile era quickly turned into a lesson in dependence. Google blocked Facebook from pushing Android app updates outside the Play store in 2013. Apple shut down Facebook’s “Research” app in 2019. Then, in 2021, Apple let iPhone users block tracking, a change Meta later said would cost about $10 billion in 2022 alone.

That history clearly still stings. Zuckerberg wrote in a 2024 post that building under Apple’s limits was one of his formative experiences, and on the podcast he framed control of the stack as a way to build better products, not just own a platform. The price of that freedom is brutal. He said a one-gigawatt AI data center costs $50 billion to $60 billion to build and about $15 billion a year to run, while Meta’s Hyperion campus in Louisiana is meant to scale to five gigawatts.

And the bet is still widening. Meta is also reportedly building a cloud business to sell AI compute, and Zuckerberg confirmed those plans on an earnings call. The bigger idea is that Muse, Meta’s personal AI agent, and the more powerful Muse Wonder Full could become a new commerce engine: booking, comparing, buying, and maybe taking a cut for Meta along the way. That’s the irony here. Meta is spending like a company trying to escape Apple’s gatekeepers, while its next act could end up colliding with the ad business that still drives about 98% of its revenue.