Based on 27 recent Meta articles on 2026-10-22 10:44 PDT

Meta’s AI bet lifts revenue but strains cash and trust

• Third-quarter revenue rose 26% to $64.6 billion, and Meta forecast fourth-quarter revenue above analyst expectations.
• Muse surpassed 10 million users in the U.S. and Canada, with shopping emerging as a prominent use.
• Meta reported negative quarterly free cash flow of $2.1 billion and raised the lower end of its 2026 capital-spending outlook to $135 billion.
• Future leases and contracts tied largely to computing and data-center capacity total about $825 billion, intensifying investor scrutiny of AI spending.
• Shares initially rose after the earnings report but fell nearly 6% in Thursday trading as investors weighed costs and financing plans.
• A $25 billion New Mexico privacy judgment, youth-safety litigation and disputes over platform decisions add to Meta’s regulatory and reputational risks.

Meta’s third-quarter results showed that its advertising engine remains strong even as the company accelerates its shift toward AI. Revenue climbed 26% to $64.6 billion, supported by more ad impressions, higher prices and AI-driven recommendations, while its fourth-quarter forecast topped consensus expectations. The initial after-hours share gain gave way to a sharp decline during Thursday trading, reflecting investor concern that rising investment could outweigh near-term operating strength. The results included a substantial youth-safety settlement charge, making reported earnings weaker than the company’s adjusted figures .

The central investor question is whether Meta can turn its AI infrastructure buildout into durable returns without undermining its financial flexibility. The company disclosed about $825 billion in future lease and contract commitments, while third-quarter capital expenditures exceeded operating cash flow and free cash flow turned negative. Its 2026 capital-spending forecast now ranges from $135 billion to $145 billion, and Meta’s credit-default swaps reached a record as investors reassessed the financing risks of the AI push. The new nonvoting Class C shares could support future fundraising while preserving Mark Zuckerberg’s voting control, but the structure has also added uncertainty around dilution and governance 2 .

Meta is presenting Muse as an early test of whether its AI investments can create a new consumer business, rather than simply improve advertising. More than 10 million people in the U.S. and Canada had opened accounts, and about a quarter of those who set up the service were using it daily, with shopping among the leading activities. Zuckerberg has described subscriptions, commerce and advertising as possible revenue sources, while targeting one billion users and a tenfold improvement in computing-cost efficiency. Meta’s Prometheus supercluster, already used to train its Muse models, illustrates the scale of infrastructure being built to support that ambition 4 5.

Legal exposure is increasingly material to both Meta’s finances and its public standing. A New Mexico judge ordered the company to pay $25 billion after a jury found repeated misrepresentations about user data and platform practices; Meta says it expects to prevail on appeal. The ruling follows separate U.S. youth-safety disputes, while a new Australian class action alleges that Facebook and Instagram harmed children through addictive design and exposure to harmful content. Those allegations remain to be tested in court, but the cases point to sustained pressure on how platforms protect users and explain their data practices 6 7.

Regulatory and political challenges also expose how changes to Meta’s products can affect its business beyond the United States. In Europe, advertising growth slowed to 18%, below the 33% reported in the U.S. and Canada, as regulators required a less-personalized option that Meta has described as a headwind, though the company has not attributed the latest results solely to that change. In Brazil, campaigns and observers have alleged uneven reach and restrictions ahead of a presidential runoff, while Meta denies deliberately favoring either candidate and the evidence remains disputed. Together, these developments underline the tension between personalization that supports advertising and the demands for privacy, transparency and consistent platform enforcement 9.

Concluding Thought

Meta enters the next phase with a powerful advertising business and early signs of consumer interest in Muse, but its AI strategy is imposing unusually large demands on cash, capital and investor confidence. The company’s ability to improve computing efficiency and demonstrate measurable returns will be as important as growing AI adoption. At the same time, appeals, youth-safety cases and regulatory scrutiny will test whether Meta can sustain growth while rebuilding trust.