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Meta

Global social media and AI company committing $125-145 billion to AI infrastructure in 2026.

Last refreshed: 15 July 2026 · Appears in 8 active topics

Key Question

Has Meta's launch of paid AI tiers ended its purely ad-funded model for good?

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Common Questions
How much is Meta spending on AI in 2026?
Meta has guided $125-145 billion in capital expenditure for 2026, raised twice in three months. Data centres and AI infrastructure account for the majority of that budget.Source: Meta
Why is Meta cutting jobs while spending more on AI?
Meta is cutting roughly 16,000 staff (over 20% of workforce) to fund its AI infrastructure bet. The company is redirecting labour cost savings into GPU compute, data centres, and Llama model development.Source: Meta
What is the EU Digital Markets Act fine against Meta?
The European Commission fined Meta €200 million in early 2026 for its pay-or-consent advertising model under the DMA, ruling it did not offer users a genuine free alternative to data-sharing.Source: European Commission

Background

Meta's relationship with the news publishing industry shifted from adversarial traffic dependency to formal licensing when News Corp CEO Robert Thomson confirmed a licensing deal with Meta alongside OpenAI and an anticipated $1.5 billion Anthropic settlement, making Meta one of three major AI companies paying for publisher content at scale. On 27 May 2026, Meta took its first structural step away from a purely ad-funded model by launching Meta One subscription tiers globally: $7.99/month (Plus) and $19.99/month (Premium) for expanded compute, alongside $3.99 Instagram Plus and Facebook Plus plans. Creator and business tiers from $14.99 to $49.99 are under test in Saudi Arabia, Morocco, Thailand, Bangladesh and other markets. The move is the first hybrid paid-and-ad model in Meta's history and positions its AI products, including Meta AI, the assistant embedded across Facebook, Instagram and WhatsApp, as premium consumer goods. Under EU AI Act Article 50, Meta's platforms are the primary distribution surface for AI-generated media content at consumer scale; synthetic or AI-manipulated content served through Facebook, Instagram and Reels must carry disclosures from August 2026. On 7 July 2026, Meta Superintelligence Labs previewed Muse Video, its first AI video-generation model, alongside a stablemate image model, Muse Image; Muse Video generates short clips with native synchronised audio on the same pretraining base, ranks third on the Arena text-to-video leaderboard, and remains preview-only, with Meta itself flagging open gaps in audio-video sync and physically accurate fast motion. It gives Meta a nascent generative-video product to route through the same Article 50 disclosure regime that already governs its image and text AI output.

Meta is one of four US hyperscalers whose combined Q1 2026 capital expenditure reached $110.75 billion, the largest single-quarter infrastructure spend in corporate history. Its 2026 capex guidance sits at $125-145 billion, raised twice in three months, with data centres and AI infrastructure absorbing the majority of that budget. behind-the-meter gas generation has been part of that buildout, placing Meta's facilities within scope of the DOE Section 202(c) curtailment order of 18 May 2026, which granted PJM authority to switch off data centres with BTM backup during heat events.

Meta's response to BTM gas curtailment risk is to accelerate firmed non-gas procurement. On 22 May 2026 Meta signed an agreement with Enbridge for a 365 MW solar and 200 MW battery storage project in Wyoming at a cost of $1.2 billion, entering service by end-2027, its largest single renewable procurement to date. Simultaneously, XGS Energy is developing a 150 MW enhanced-geothermal project in New Mexico with Meta as anchor customer and Baker Hughes as development partner, a technology that delivers 24/7 carbon-free power without relying on natural reservoirs. Together the two deals ADD 515 MW of firmed renewable capacity, diversifying Meta's power mix away from gas at a moment of regulatory pressure.

More questions
Are WhatsApp and Facebook Messenger being targeted by hackers?
Yes. NCSC and AIVD advisories from March 2026 confirmed Russia's FSB, China's APT31, and Iran's IRGC are targeting WhatsApp and Facebook Messenger accounts of politicians, journalists, and lawyers using QR codes and contact impersonation.Source: NCSC / AIVD
What is Meta Llama and how widely is it used?
Meta Llama is an open-source family of large-language models released by Meta. It is one of the most widely deployed LLMs outside proprietary API ecosystems, used by researchers, enterprises, and as a base for fine-tuned downstream models.
Has Meta signed AI content licensing deals with news publishers?
Yes. News Corp CEO Robert Thomson confirmed on 8 May 2026 that News Corp has executed a licensing deal with Meta for AI content use, alongside deals with OpenAI and an anticipated $1.5 billion Anthropic settlement.Source: News Corp Q3 FY2026 earnings call
Why is Meta buying Wyoming solar and New Mexico geothermal power?
Meta is shifting away from behind-the-meter gas generation following the DOE's 18 May 2026 curtailment order granting PJM authority to switch off BTM data centres during heat events. The Wyoming Enbridge deal (365 MW solar + 200 MW storage) and XGS Energy geothermal project (150 MW) ADD firmed non-gas capacity.Source: Lowdown data-centres update 4
What is Meta One and how much does it cost?
Meta One is Meta's paid AI subscription service, launched globally on 27 May 2026. Plus costs $7.99/month and Premium costs $19.99/month; both provide expanded AI compute across Meta's apps. Creator and business tiers ($14.99-$49.99) are being tested in select markets.Source: Meta announcement, May 2026
Why is Meta charging for AI when Facebook is free?
Meta is shifting to a hybrid paid-and-ad model, where its most capable AI features sit behind a paywall. Advertising remains the primary revenue base; the subscription tiers monetise users who want more AI compute capacity.Source: Media-ai-pivot update 4, June 2026
What is Meta's Muse Video?
Muse Video is Meta Superintelligence Labs' first AI video-generation model, previewed on 7 July 2026 alongside the image model Muse Image. It produces short clips with native synchronised audio and ranks third on the Arena text-to-video leaderboard, but remains preview-only with no public release date.Source: Meta AI blog, Axios, TechCrunch (7 July 2026)
Source Material