Meta’s $250 Billion AI Bet Faces Growing Advertiser and Regulatory Scrutiny Ahead of Q2 Earnings

Meta invests $250B in AI infrastructure but faces advertiser complaints over flawed AI tools, EU probes under DSA, and potential $12B fines, creating stock volatility.

Meta Platforms is pouring an estimated $250 billion into its next-generation AI infrastructure, yet the very tools it is building are generating chaos among its biggest customers. The tension between a historic capital spending spree and a string of operational and legal setbacks has left the stock trading in a narrow range — the shares settled at 578.80 euros, down from 579.20 euros the prior session and a hair below Wednesday’s peak of 580.20 euros — as investors weigh long-term promise against near-term friction.

At the heart of the investment boom is the Hyperion data-centre campus in Richland Parish, Louisiana. Originally budgeted at $10 billion, Meta has more than quintupled that figure to over $50 billion, with total hardware and construction costs potentially exceeding a quarter-trillion dollars. The planned capacity has ballooned from 2 to 5 gigawatts — equivalent to four or five nuclear reactors — across ten million square feet. Construction started in December 2024, and the first 2 gigawatts are expected online by 2030, with full build-out targeted for 2032. To fund the project without weighing down its balance sheet, Meta formed a joint venture with Blue Owl Capital, which holds an 80% stake, while Meta retains 20%. Blue Owl contributed $7 billion in equity, PIMCO bought $18 billion in bonds, and BlackRock chipped in $3 billion. Separately, Meta is spending $1.6 billion on local contracts and another $1 billion on infrastructure, and is co-financing seven new gas plants, three battery-storage units and a nuclear upgrade with utility Entergy. Louisiana Governor Jeff Landry has estimated the state will see $150 billion in new investment over two years.

Yet the smooth rollout of physical capacity contrasts sharply with the experience of advertisers using Meta's generative AI tools. A mid-July report documented widespread complaints from marketing managers about the “Advantage+” suite, which they described as chaotic and prone to errors. The outdoor retailer REI, for instance, discovered a campaign on Instagram featuring an AI-generated bicycle with two handlebars. Several advertisers accuse Meta of automatically enrolling companies in experimental AI features without adequate oversight, risking brand damage. Meta has countered that its terms of service make clear that AI can make mistakes and that final responsibility rests with the advertiser.

Regulatory and legal pressures are also mounting. In Europe, the European Commission has preliminary findings that Meta’s Instagram and Facebook violate the Digital Services Act with addictive design elements such as autoplay, infinite scroll and personalised recommendations. A probe begun in May 2024 concluded that Meta inadequately assessed risks to minors’ mental health, and potential fines could reach $12 billion — roughly 6% of the $200.97 billion in revenue it generated in 2025. Brussels is also debating a social-media ban for children under 13. Domestically, 26 former employees filed a lawsuit on July 13 in federal court in Oakland, alleging that Meta’s AI systems, including the Metamate tool, disproportionately flagged workers on medical or parental leave during a round of layoffs that cut about 8,000 jobs, or 10% of the workforce, in May. Meta denies the claims, saying humans made all termination decisions, and the plaintiffs are seeking a temporary injunction; the layoffs are scheduled to take effect on July 22.

Institutional investors are taking divergent views. Resona Asset Management increased its Meta stake by 2.0% on July 15, adding 13,019 shares to reach 678,480, a position worth roughly $383.7 million and representing 1.9% of Resona’s portfolio. Conversely, Main Street Research cut its holdings by 18% in the first quarter, to 70,962 shares, while Kestra Advisory Services boosted its stake by 10%, to 212,207 shares. The broader analyst consensus, tracked by MarketBeat, rates Meta a “Moderate Buy” with a price target of $835.90.

Chart-wise, the stock sits 14.4% to 14.6% below its 52-week high of 677.80 euros set on July 31, 2025, and 28% above the year’s low of 452.10 euros from March 27, 2026. The 50-day moving average of 521.03 euros and the 200-day average of 547.33 euros both lie below the current price, and the 14-day relative strength index of around 65 — just short of overbought territory — suggests room for further upside. Annualised volatility stands at 49.4%, and the market capitalisation is roughly 1.48 trillion euros.

All eyes now turn to Wednesday, July 29, when Meta will report second-quarter results after the closing bell, followed by a conference call at 4:30 p.m. Eastern Time. The company topped expectations in the first quarter with earnings of $10.44 per share against a consensus forecast of $6.67, on revenue of $56.31 billion. The question this time is whether the advertiser unrest and the colossal capital outlay are beginning to weigh on revenue growth — or whether the Hyperion bet is already paying off.