Former hedge fund manager Martin Shkreli predicted Thursday that Meta Platforms Inc. will absorb Anthropic in a "down exit." The forecast arrives as intense public backlash, regulatory hurdles, and a looming IPO test the artificial intelligence startup's trillion-dollar ambitions. Sharing on X, Shkreli floated that Anthropic's current trajectory could force an unfavorable Meta acquisition, though he caveated the statement as a "low conviction" prediction. The commentary underscores mounting skepticism regarding Anthropic's ability to sustain its independence in a cutthroat AI arms race.

Mounting Backlash and Operational Pressures

Shkreli's prediction amplified a warning from a tech commentator on X, who told Anthropic employees that leadership's recent policy decisions are "titanic f***ups that pose serious risks to both your technical pole position and your bags." Users are increasingly frustrated over suspected "stealth nerfing" of Claude's capabilities and a controversial update extending data retention to five years for model training. The operational strain has grown complex. The Pentagon recently slapped Anthropic with a supply chain risk designation, temporarily blocking new Defense Department contracts. Additionally, leadership recently called for an industry-wide development pause, sparking debate over whether their strict safety boundaries are actively dampening their competitive edge.

The Trillion-Dollar IPO Gamble

Paradoxically, this turbulence collides with Anthropic's monumental push to go public. On June 1, the company filed a confidential draft S-1 with the SEC, fresh off a $65 billion Series H round that valued the startup at a staggering $965 billion. While Anthropic boasts an explosive $47 billion annualized revenue run rate and massive infrastructure deals with Amazon.com Inc. and Alphabet Inc.'s Google, its impending market debut faces heavy headwinds. The company will have to publicly justify its previously shielded margins and cost structures. Furthermore, it is stepping into an overwhelmingly crowded 2026 IPO window, forced to compete directly for institutional capital against massive upcoming listings from OpenAI and SpaceX. If public investors balk at the nearly trillion-dollar price tag, Shkreli's discounted acquisition scenario could quickly become a reality.

OpenAI is weighing a long-term lease for a massive data center complex in southern Ohio, a move that could significantly expand its infrastructure capacity amid rising demand for AI computing. The company is considering renting capacity at a proposed 10-gigawatt campus on U.S. government land, according to reports by The Information and Reuters. The site would be developed by SB Energy, a unit of SoftBank, on Department of Energy land in Ohio.

The potential construction cost for the project is estimated at $500 billion or more, based on current assumptions for chips, labor, electricity, and other inputs. Under the proposed framework, OpenAI would oversee the equipment installed at the location under a 20-year agreement. Lease payments are structured to commence once the facility becomes operational.

Project Timeline and Partners

The first stage of operations is targeted for 2028. Nvidia is expected to supply the computing hardware for the campus. Additionally, Nvidia is anticipated to provide a financial backstop related to OpenAI's lease obligations and SB Energy's funding plan, as per the report.

Strategic Context

This infrastructure push comes as OpenAI seeks to secure the massive computing power required for advanced AI development. The company previously halted a separate data center plan in the U.K., citing regulatory challenges and high power costs. OpenAI also recently submitted a confidential draft registration statement on Form S-1 to the SEC, though no formal timeline for an IPO has been announced.