Meta just told investors it needs a new way to fund its AI ambitions. The company announced a new class of non-voting shares that will start trading in 2027, designed to raise capital for what it calls “the scale of investment required to compete” in AI.

The timing is notable. Meta’s Q3 earnings showed operating income of $13 billion, but the company says that number would have been $22.89 billion without a $9.89 billion charge for a child safety settlement. That’s the first installment of the $17.1 billion deal Meta reached in August with US attorneys general, who accused the company of designing Instagram and Facebook to be addictive to children.

So Meta is paying $17 billion for past mistakes while simultaneously trying to bankroll a future in AI. The new share class is meant to solve that problem. It’ll fund AI infrastructure, potential acquisitions, and employee compensation without diluting voting control.

Keeping Zuckerberg in California

There’s another piece to this puzzle. Meta’s board just locked in a new stock agreement with Mark Zuckerberg that gives him financial incentives to stay in California, according to filings reported by Wired. The context matters: California voters are considering a ballot measure that would tax billionaires, and Meta’s board apparently worried enough about Zuckerberg leaving that they formalized his residency commitment.

It’s a practical concern. Meta’s AI strategy is centered in California, where the company is building out infrastructure and competing for talent with OpenAI, Anthropic, and Google. Losing your CEO to a tax haven would be awkward when you’re trying to convince engineers and researchers that you’re serious about winning the AI race.

What the Numbers Actually Say

Meta’s Q3 revenue was roughly flat. The company is profitable, but it’s also staring at massive capital requirements. Building and running AI models at scale isn’t cheap. Training costs, inference costs, data center buildouts all add up fast.

The non-voting share class is a way to raise money without changing who controls Meta. Zuckerberg keeps his grip on the company’s direction while Meta gets access to capital markets. For investors, it’s a straightforward trade: you get exposure to Meta’s AI bet, but you don’t get a vote.

Other tech companies have done similar things. Google created non-voting Class C shares in 2014. The logic was the same: founders wanted to raise capital without giving up control.

Muse Hits 10 Million Users

Meta also disclosed that Muse, its AI assistant app, now has over 10 million users. Shopping and personal productivity are the top use cases, according to the Q3 earnings call.

That’s worth watching. If Meta can turn Muse into a shopping interface that actually works, it’s a direct monetization path for AI. Amazon just blocked AI agents from shopping on its platform, while Walmart is rolling out the welcome mat for AI-powered purchases. Meta seems to be betting that people will want AI assistants that can buy things.

Ten million users is a start, but it’s not huge by Meta’s standards. Instagram has over 2 billion. The question is whether Muse grows into something that justifies the infrastructure costs, or whether it stays a niche product.

The Bigger Picture

Meta is doing what every big tech company is doing right now: spending enormous amounts of money on AI while figuring out how to make it pay off. The new share class is a funding mechanism. The Zuckerberg residency deal is risk management. Muse is an experiment in monetization.

What’s different is the $17 billion albatross. Meta is paying for child safety failures at the same time it’s trying to fund its next act. The settlement spreads over multiple quarters, but it’s real money that could have gone to GPUs, data centers, or talent.

The non-voting shares give Meta more runway. Whether that’s enough depends on whether the AI bets actually work. Right now, the company is spending heavily and showing early traction with Muse, but nothing close to a proven business model.

This isn’t a story about innovation. It’s a story about capital allocation under pressure. Meta has to fund AI development, manage a massive legal settlement, and keep its CEO from fleeing California’s tax collectors. The new share class is the tool they picked to solve at least one of those problems.