Meta lifts AI spending plan as a $25 billion New Mexico fine lands

Meta reported third-quarter revenue of $64.6 billion and signalled larger AI infrastructure outlays. A day earlier, a New Mexico judge ordered it to pay $25 billion over Facebook privacy practices.

What happened

Meta reported third-quarter 2026 revenue of $64.6 billion, a 26% rise, and CEO Mark Zuckerberg used the earnings call to argue for expanded AI investment [1]. German public broadcaster reporting says the company announced annual AI infrastructure spending of 135–145 billion USD [2]. It also plans a non-voting share class from 2027 to help fund the expansion while preserving Zuckerberg's control [2]. Meta's Muse AI agent reached 10 million users in six weeks [1].

The results came one day after a New Mexico judge ordered Meta to pay $25 billion on 21 October 2026 [3]. A jury had found more than 43 million violations of the state's consumer protection law over deception about Facebook privacy controls [4]. The judge cited willful misconduct, senior leadership involvement and ineffective internal investigations [3]. The penalty accrues 15% annual interest [3]. Meta has said it will appeal, citing constitutional concerns [4]. The state may wait years for payment while litigation continues [4].

BBC reporting says the judge found systematic deception by senior executives, including Zuckerberg, over a period from 2010 to 2021 [5]. The same report says the fine is roughly equal to Meta's quarterly profit [5]. Al Jazeera describes it as the largest state fine against a tech company in US history [6].

Separately, Meta faces accusations tied to Brazil's presidential election [1]. FinUties' monitoring logged 12 reports on this story from 7 outlets in recent days, and 82 earlier related reports going back to 12 January 2026.

How we got here

The spending plan has grown through the year. On 29 January, Meta guided 2026 AI-related capital expenditure to $115–135 billion, nearly double the prior year, after 24% year-over-year revenue growth driven by online ads [7]. Shares rose about 10% after hours on that report [7]. They closed about 8% higher the next session, while Microsoft fell about 11% on scepticism over its spending [8]. Zuckerberg framed the plan around frontier models and a mission of "personal super intelligence" [7]. The October guidance of 135–145 billion USD sits above that January range [2][7].

Product momentum followed. By 23 September, Muse had topped Apple's App Store ahead of ChatGPT, and Meta shares had risen more than 20% over two weeks [9]. Amazon had blocked Muse from making purchases on its app, citing its terms of service [9]. Experts cautioned that privacy scepticism and retailers guarding customer relationships could limit durability [9].

Legal pressure built in parallel. In February, Instagram announced parent alerts for teen self-harm searches as Meta faced multiple trials over young users' mental health [10]. In July, 26 current and former employees sued over the use of AI systems in a May layoff round that cut roughly 10% of staff [11].

In August, a coalition of 29 state attorneys general went to trial in Oakland, alleging addictive design aimed at teens [12]. State lawyers cited potential damages of around $200 billion, while Meta's attorneys warned of figures as high as $1.4 trillion [12]. Meta settled in week two for up to $18 billion [13]. About $12.7 billion of that is unconditional over ten years [13]. Roughly $5.3 billion depends on TikTok and YouTube adopting similar youth protections [13]. The deal also required under-18 product changes, including a parent-gated two-hour daily limit [13]. An earlier New Mexico loss of more than $900 million had already been reported [13].

On 26 September, a New Mexico jury found Facebook liable for deceiving the public about third-party data harvesting after the Cambridge Analytica scandal, and Meta disputed the verdict [14]. The $25 billion order is the penalty that followed that finding [3][14]. It marks a sharp escalation from the 2019 FTC settlement of $5 billion [4].

In Brazil, Lula's campaign said on 11 October that Meta suppressed his reach, and Meta blamed technical problems [15]. Brazil's election authority and data regulator demanded clarification within 48 hours [15]. Meta called the charge "simply false" [16].

Why it matters for markets

What changed this week is the scale of both sides of the ledger. Revenue growth of 26% is faster than the 24% reported in January [1][7], and ad revenue remains the cash engine behind the AI programme [7]. The higher spending range could keep attention on how much of that cash goes to infrastructure [2].

The legal costs could weigh on that picture. One report totals $60.7 billion in penalties within months and describes material risk to Meta's US operating model and shareholder value [17]. The New Mexico judgment could still shrink on appeal, and payment may be years away [4]. Other states could pursue similar claims, and Meta has signalled it will appeal [3]. Coalitions of states also have pending suits over addictive design and data collection [18].

The proposed non-voting share class could matter for how the expansion is financed, since it would let Meta raise capital without diluting Zuckerberg's control [2]. The Brazil dispute adds regulatory and reputational risk, though no financial impact has been reported [1].

What to watch

• Whether Meta files its appeal in New Mexico, and whether the 15% interest and any payment timetable change [3].
• Details of the 2027 non-voting share structure. They have not yet been spelled out in the available reporting [2].
• Whether further state actions follow the New Mexico ruling, which Al Jazeera says could set a national precedent [6].
• Whether TikTok and YouTube adopt youth protections, which determine the conditional $5.3 billion in the California-led settlement [13].
• Any response from Brazilian authorities after the clarification demand [15].
• Whether Muse can overcome retailer resistance such as Amazon's block [9].

Sources

1. France 24: Meta's Zuckerberg pitches AI successes to investors with 26% rise in quarterly revenue, 22 Oct 2026
2. tagesschau.de: Meta investiert mindestens 135 Milliarden Dollar in KI, 22 Oct 2026
3. US Top News and Analysis: Meta ordered to pay $25 billion penalty in New Mexico Cambridge Analytica case, 21 Oct 2026
4. Just In: Meta fined $25b in US for deceiving users about Facebook privacy, 21 Oct 2026
5. BBC News: Meta fined $25bn for 'lies' over user data privacy, 21 Oct 2026
6. Al Jazeera: Judge orders Meta to pay $25bn in fines for Facebook privacy violations, 21 Oct 2026
7. US Top News and Analysis: Meta's Mark Zuckerberg gets green light from Wall Street to keep pouring money into AI, 29 Jan 2026
8. US Top News and Analysis: Meta rises 8%, Microsoft sinks 11% as megacap tech stocks diverge after earnings, 29 Jan 2026
9. US Top News and Analysis: Meta's standoff with Amazon over Muse could be a sign of things to come, 23 Sep 2026
10. US Top News and Analysis: Instagram to start parent alerts for teen suicide, self-harm searches as Meta trials continue, 26 Feb 2026
11. US Top News and Analysis: Employees sue Meta, alleging discrimination in using AI to make layoffs, 14 Jul 2026
12. US Top News and Analysis: Meta faces ‘astronomical’ consequences as legal fight reaches critical moment in California, 17 Aug 2026
13. US Top News and Analysis: Meta’s $18 billion settlement puts TikTok and YouTube on notice. Who's next on the firing line?, 29 Aug 2026
14. Al Jazeera: Facebook found liable as TikTok settles for $100m over user safety, 26 Sep 2026
15. Feed Últimas: Meta alega problemas técnicos para menor alcance de Lula nas redes, 11 Oct 2026
16. World News: Latest International News & Updates | The Hindu: Why did Brazil President Lula file a complaint against Meta? | Explained, 13 Oct 2026
17. France 24: Meta fined $25 billion in New Mexico over Cambridge Analytica scandal, 21 Oct 2026
18. Al Jazeera: ‘Facebook’s wrongdoing’: Why has Meta been fined $25bn in New Mexico?, 22 Oct 2026

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FinUties generates this briefing for transparency. Published after editorial review. It may summarize source data and does not provide investment recommendations. Data availability at one timestamp does not guarantee future continuity.

Provenance

• Study: event-desk-20261022-meta-lifts-ai-spending-plan-as-a-25-billion-new-mexico-fine (e42d0810-e340-421a-bb26-00e0ea227d4d)
• Author: FinUties Research
• Approved by: FinUties Research at 2026-10-22T14:04:50.217621Z
• Kind: event brief (news sources, not a FinUties dataset study)
• Cited sources: 18 from 8 outlets, all licensed for public use

• Earlier related events cited from 2026-01-29

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