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Meta Bets on Muse as AI Costs and Legal Risks Rise

Thursday, October 22, 2026
Part of: Meta’s AI Ambitions Meet Investor and Legal Risks (5 clusters · 23-07-2026 → 22-10-2026) →
In trend: AI Boom Drives Chips, Markets, Investor Scrutiny →
Sources cnbc.com 1france24.com 1globalnews.ca 1
Image for cluster 44
Image prompt

Meta engineers and product designers reviewing an AI shopping assistant on screens inside a modern technology campus, with data-center infrastructure imagery and social-media analytics dashboards suggesting rapid growth and costly expansion, documentary business photojournalism, candid medium-wide composition with realistic workplace details, shot on a 35mm lens, balanced cool screen light and soft natural window light, thoughtful atmosphere of innovation tempered by financial uncertainty.

Summary

Meta is presenting its Muse AI agent and broader AI strategy as major engines of future growth after reporting third-quarter revenue of $64.6 billion, up 26% year over year and above analyst expectations. More than 10 million people in the United States and Canada signed up for Muse within roughly six weeks, and shopping is an early prominent use case. Meta plans to monetize the service through e-commerce transaction fees, paid tiers, business services, and AI inference products, while investing heavily in chips and data centres and aiming to improve compute efficiency. Its established advertising business, supported by record engagement on Facebook and Instagram and higher ad prices, provides a financial base for that investment. However, legal liabilities—including a $9.89 billion settlement charge affecting reported earnings and a separate $25 billion New Mexico penalty—along with reduced free cash flow, Reality Labs losses, security concerns, and uncertain monetization timing weigh on the outlook. Meta forecast fourth-quarter revenue of $73 billion to $76 billion; its shares initially rose after earnings in one report but fell more than 6% in Thursday trading in another, reflecting investor uncertainty over the costs and risks of its AI ambitions.

Key Points

  • Meta reported third-quarter revenue of $64.6 billion, up 26% year over year and above expectations; a $9.89 billion legal charge reduced reported diluted EPS to $3.83, versus $7.40 excluding the charge.
  • Muse attracted more than 10 million users in the U.S. and Canada within about six weeks, with shopping a leading use case; Meta plans monetization through commerce fees, subscriptions, business services, and AI inference.
  • Meta is committing substantial resources to AI infrastructure and expects improved compute efficiency, while its advertising business remains the main financial foundation for investment.
  • Legal exposure, heavy AI spending, declining free cash flow, Reality Labs losses, and some businesses’ security concerns create significant execution and financial risks.
  • Meta forecast fourth-quarter revenue of $73 billion to $76 billion, while market reactions varied as investors weighed strong growth against legal liabilities and investment costs.

Articles in this Cluster

Meta put out an ambitious roadmap to Muse monetization after strong quarter and guide

22-10-2026

Meta reported a strong third quarter in its first earnings period since launching the Muse AI agent. Revenue rose 26% year over year to $64.6 billion, beating analyst expectations by more than $1 billion. Diluted earnings per share were $3.83, but included a $9.89 billion legal settlement charge related to teen addiction litigation; excluding that charge, EPS would have been $7.40. The article says the unusual range of analyst EPS estimates makes comparisons difficult, while investors appeared more encouraged by the revenue result and company guidance. Meta shares rose 2% after hours. The main focus is Muse’s early adoption and potential to generate revenue. CEO Mark Zuckerberg said more than 10 million people in the U.S. and Canada had set up personal agents within six weeks, and roughly a quarter of those users used Muse on a given day. Shopping is its leading use case, with more than 25% of users engaging in agent-led shopping. The article views retention and early payment activity as encouraging, while emphasizing that Meta must scale the service, grow revenue, and improve compute efficiency. Its planned monetization includes transaction fees from e-commerce, paid tiers for power users, and business services. Meta also plans to sell high-margin AI inference through its Enterprise Platform and related products. Zuckerberg expects compute cost-efficiency to improve more than tenfold over the next year. Meta’s existing advertising business is presented as a financial foundation for continued AI investment. Facebook and Instagram saw record engagement, Threads reportedly surpassed X in monthly active users, and WhatsApp recorded a high in messages sent. Ad prices increased 14%, though ad impressions grew more slowly and daily active people missed expectations. Reality Labs lost $4.13 billion; the article notes the loss was below expectations but greater than a year earlier, and cites a forecast of $15 billion in operating losses in the year ahead. Overall, the piece is optimistic about Muse and Meta’s prospects while acknowledging execution, cost, and forecasting uncertainties.
Entities: Meta Platforms, Muse AI agent, Mark Zuckerberg, Meta Enterprise Platform, CJ Desai • Tone: analytical • Sentiment: positive • Intent: analyze

Meta's Zuckerberg pitches AI successes to investors with 26% rise in quarterly revenue - Business - France 24

22-10-2026

Meta CEO Mark Zuckerberg used the company’s Wednesday earnings call to highlight its progress in artificial intelligence and argue for further investment. The company said its Muse AI agent had attracted 10 million users in the six weeks since launch. Meta also reported third-quarter revenue of $64.6 billion, a 26% increase according to the headline. The segment notes that Meta faces accusations of political interference in Brazil’s presidential election, but provides no details or response to those allegations. It also previews a separate topic: France’s rising borrowing costs. The France 24 business segment, presented by Charles Pellegrin and Bryan Quinn, is a short report focused on Meta’s AI activity and financial results, with additional coverage of the Brazil allegations and French borrowing costs.
Entities: Mark Zuckerberg, Meta Platforms, Muse AI agent, Artificial intelligence, Meta’s third-quarter revenue • Tone: analytical • Sentiment: neutral • Intent: inform

Meta’s AI strategy focused on Muse growth as legal challenges dent earnings - National | Globalnews.ca

22-10-2026

Meta is positioning its Muse AI agent and related artificial-intelligence products as central to the company’s future, even as legal liabilities and heavy investment weigh on its financial outlook and share price. CEO Mark Zuckerberg said more than 10 million people in the United States and Canada had created Muse accounts in its first month and a half, with growth continuing. He said Meta hopes the service will eventually reach billions of people and become more valuable as more users and businesses join, creating a network effect. The company plans to begin monetizing Muse sooner than it typically would with new products because of the costs of providing it. Meta reported third-quarter revenue of US$64.60 billion, beating analysts’ estimate of US$63.37 billion, and forecast fourth-quarter revenue of US$73 billion to US$76 billion. The company also said it expects Reality Labs’ losses to narrow to about $15 billion next year as investment shifts toward AI. CFO Susan Li said AI businesses could start adding revenue in 2027 and become a meaningful source of diversification over time. Executives have introduced non-voting shares to help fund the expansion, which includes substantial spending on advanced chips and data centres. That investment is reducing Meta’s historically strong free cash flow, while some businesses are restricting Muse’s access over security concerns. Despite the earnings and the product’s early popularity, Meta shares fell more than six per cent at the start of Thursday trading as investors focused on growing legal challenges. A New Mexico judge ordered a $25 billion penalty after a jury found Meta misled residents about sharing user data with third parties and enforcing policies on hate speech and misinformation. The article presents Meta’s AI push as a potentially compelling growth story, but one carrying significant costs and legal risks.
Entities: Meta, Mark Zuckerberg, Muse, Susan Li, Jesse Cohen • Tone: analytical • Sentiment: negative • Intent: inform