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Meta’s $14.8 Billion Scale AI Deal Raises Regulatory Questions Amid AI Partnership Scrutiny

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Meta’s $14.8 billion investment in data-labeling startup Scale AI, along with hiring its CEO, poses a test of the Trump administration’s stance on so-called “acquihire” deals—arrangements that some critics argue are used to bypass antitrust scrutiny.

The deal, announced Thursday, gives Meta a 49% nonvoting stake in Scale AI, which employs gig workers to manually label data and serves major clients including Meta’s rivals Microsoft and OpenAI. Because Meta does not gain a controlling stake, the transaction avoids mandatory U.S. antitrust review. Still, regulators could investigate if they suspect the deal was structured to sidestep rules or harm competition.

The structure aims to prevent Meta from cutting off competitors’ access to Scale’s services or gaining undue insight into rival operations. Despite this, Reuters reported that Alphabet’s Google has decided to sever ties with Scale following Meta’s investment, while other customers are reconsidering their relationships.

Scale AI stated its business remains strong and that it is committed to protecting customer data. Scale’s 28-year-old CEO Alexandr Wang will join Meta as part of the deal but will remain on Scale’s board with restricted access to sensitive information.

Experts say that while the Trump administration’s antitrust enforcers are cautious of big tech platforms, they generally want to avoid overregulating AI development. William Kovacic, competition law expert at George Washington University, noted regulators will watch these partnerships closely but might not intervene if they do not stifle competition.

Previous FTC inquiries into “acquihire” deals under the Biden administration—including Amazon’s hiring from AI startup Adept and Microsoft’s $650 million deal with Inflection AI—have so far resulted in no enforcement action.

Boston College Law professor David Olson highlighted Meta’s choice of a minority, nonvoting stake as a legal shield, though he acknowledged the FTC could still seek to review the deal.

The investment has drawn criticism from U.S. Senator Elizabeth Warren, who called for scrutiny to ensure Meta does not unlawfully suppress competition or increase monopoly power. Meta is already facing an FTC monopoly lawsuit, but whether regulators will challenge this specific investment remains unclear.

Separately, the U.S. Department of Justice’s antitrust division is probing whether Google’s partnership with chatbot maker Character.AI was structured to evade regulatory review and is seeking advance notice of Google’s AI investments as part of broader efforts to rein in the company’s dominance.

Trump-Musk Rift Raises Regulatory Risks for Elon Musk’s Business Empire

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Elon Musk’s deteriorating political relationship with former President Donald Trump may expose his vast business empire to heightened regulatory scrutiny across multiple U.S. agencies. As political tensions escalate, the risk that regulators may more aggressively oversee Musk’s various companies has become a growing concern. Below is an overview of the key U.S. regulators with authority over Musk’s enterprises, and the potential challenges ahead:

Federal Communications Commission (FCC)
The FCC oversees the allocation of spectrum critical to SpaceX’s Starlink satellite internet service. In April, the FCC launched a review of its longstanding spectrum sharing rules, potentially affecting SpaceX’s access to expanded frequencies necessary to enhance its coverage. While the review aims to modernize spectrum usage, it may also result in stricter rules or delays for SpaceX, depending on the political climate and regulatory stance.

Food and Drug Administration (FDA)
The FDA regulates clinical trials for Neuralink, Musk’s brain implant company. While Neuralink has secured FDA approval for initial human trials, earlier safety concerns cited by the agency in 2023 remain relevant as trials progress. Any missteps or adverse events in ongoing studies could prompt the FDA to halt or delay the company’s development timeline.

Environmental Protection Agency (EPA)
SpaceX’s Starbase launch facility in Texas falls under the EPA’s jurisdiction for environmental compliance, particularly regarding wastewater discharge and environmental impact assessments under the National Environmental Policy Act. Rocket launches and tests, which have included multiple explosions, may invite further scrutiny, particularly if environmental groups or political adversaries exert pressure on federal agencies.

National Highway Traffic Safety Administration (NHTSA)
Tesla’s Full Self-Driving (FSD) technology remains under active investigation by NHTSA, especially regarding its performance under poor visibility conditions. The agency recently requested detailed information on Tesla’s robotaxi service set to launch in Austin, Texas, this month. Any regulatory findings could impact Tesla’s ability to scale its self-driving services.

Federal Aviation Administration (FAA)
The FAA proposed a $633,000 fine against SpaceX last year for license violations during launches. With ongoing investigations and the potential for future launch failures, the FAA holds significant leverage over SpaceX’s launch schedule and licensing requirements.

Securities and Exchange Commission (SEC)
Musk continues to face legal battles with the SEC, including litigation related to his 2022 acquisition of Twitter (now X). The regulator is also reportedly investigating Neuralink, raising additional legal exposure. Any adverse findings could impact Musk personally as well as his companies’ access to capital markets.

Federal Trade Commission (FTC)
The FTC oversees data privacy and antitrust compliance for social media platforms, including X. The agency is currently investigating whether certain media watchdog groups coordinated advertiser boycotts of X, a situation Musk claims is anti-competitive. The FTC’s broader mandate to protect consumer privacy could result in further investigations, particularly regarding data protection for minors.

Political Climate Raises Stakes
While these agencies have long held authority over Musk’s operations, his prior friendly ties to Trump may have provided a degree of political insulation. The recent breakdown in their relationship removes that buffer, potentially leaving Musk more exposed to adversarial regulatory action depending on future election outcomes and shifting political alliances.

With businesses spanning electric vehicles, space exploration, telecommunications, brain-computer interfaces, and social media, Musk’s cross-sector reach makes him uniquely vulnerable to regulatory actions from multiple federal agencies simultaneously.

Meta Requests Court to Dismiss FTC’s Monopoly Allegations Due to Insufficient Evidence

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Meta Platforms, the parent company of Facebook, has requested a federal judge to dismiss the ongoing antitrust case brought by the U.S. Federal Trade Commission (FTC). The FTC alleges that Meta holds an illegal monopoly in the social media market, particularly through its acquisitions of Instagram and WhatsApp. However, Meta argues that the agency has failed to provide sufficient evidence to support these claims in the trial, which has been unfolding since mid-April in Washington, D.C.

The FTC’s case centers on the idea that Meta, formerly known as Facebook, unlawfully maintained its dominance by purchasing potential competitors, thereby stifling competition in the social media space. The agency seeks to reverse these acquisitions, which occurred over ten years ago, aiming to restore competition. Meta counters this by asserting that these acquisitions did not create a monopoly, and instead, the company has faced growing competition, especially from newer platforms like TikTok.

During the trial, Meta highlighted evidence showing that WhatsApp, one of its acquisitions, did not have ambitions to become a direct competitor to Facebook at the time of purchase. Furthermore, Meta presented testimony suggesting that Instagram actually experienced significant growth following its acquisition. Meta also stressed that the FTC failed to demonstrate a clear distinction between various social media apps focused on friends-and-family sharing — such as Facebook, Instagram, and Snapchat — and TikTok, a platform that Meta claims has pushed it to innovate and adapt.

If the judge grants Meta’s motion to rule on the current evidence, the trial could conclude much sooner, potentially ending before June. However, the court could also decide to let the trial continue with both parties presenting further evidence. As the legal battle continues, the outcome could have significant implications for how major tech companies operate and acquire rivals in the competitive social media landscape.