Nvidia Builds an AI Empire on Two Fronts: $12.9 Billion Hugging Face Deal and a DOJ Probe Into Its $17 Billion Groq Arrangement

Nvidia's $12.93B Hugging Face acquisition, AWS GPU pact, and DOJ probe of its Groq arrangement test its role as AI's financial architect.

Nvidia has spent the past few weeks moving faster than even seasoned observers of the AI sector thought possible. A roughly $12.93 billion acquisition of Hugging Face, a pact with AWS covering two million additional GPUs, a partnership with Palantir for sovereign AI supply chains, infrastructure expansion in Australia, and a string of consumer announcements around GeForce NOW and DLSS 5 — the sheer breadth of activity suggests a company trying to occupy every layer of the AI stack at once, from silicon to cloud to developer platform.

At the center of it all sits the Hugging Face deal. Nvidia is paying about $11.9 billion to shareholders, supplemented by an equity-based retention program worth up to $1 billion for the acquired workforce. The transaction is expected to close in the first half of 2027, subject to regulatory approvals. This is no mere bolt-on: it is an attempt to absorb the central platform for open-source AI models and developer communities. Whoever controls Hugging Face sits closer to the developers who will decide which infrastructure gets used for training and deployment — a natural fit for a company that long ago stopped being just a hardware vendor.

The parallel AWS agreement for two million additional GPUs underscores how much Nvidia continues to benefit from hyperscaler capacity buildouts. Demand, in other words, remains intact despite the running debate over whether the industry is overinvesting in AI.

Huang's Candid Take on Growth Limits

Jensen Huang's remarks at the Goldman Sachs Communacopia + Technology conference struck a notably measured tone. He insisted the AI buildout is still in its early innings, while pointing to genuine bottlenecks in supply chains, land, and energy. That is not pure cheerleading — it is a realistic acknowledgment of the physical constraints on growth. He singled out Australia as a long-term infrastructure opportunity, and Nvidia has already announced capacity expansion there with local cloud partners across multiple generations of DSX infrastructure.

That mix of expansionary ambition and openly named constraints comes across as more credible than a stream of pure success announcements. It shows management is taking the physical limits of the buildout seriously, even as the barrage of news — a MediaTek partnership, broadcast AI ahead of IBC in Amsterdam, consumer updates tied to IFA — might suggest nothing but expansion logic.

Huang also reaffirmed a revenue growth forecast of roughly 70 percent for fiscal 2027 and identified cybersecurity as the next major AI application area, backed by partnerships with CrowdStrike, Cisco, and Palantir. Nvidia is simultaneously advancing its own supply chain with Palantir's Foundry and Nemotron technology — a step that shows the company testing its AI tools on itself before marketing them into manufacturing, energy, healthcare, and aviation.

From Chipmaker to Financial Architect

The more consequential thesis Huang laid out goes further: Nvidia wants its systems understood not as depreciating hardware but as durable collateral — "Balance Sheet as a Service," as Morgan Stanley puts it. The bank has raised its price target to $300, while remaining cautious on credit risk. By the end of 2028, Morgan Stanley expects a credit exposure of roughly $200 billion, of which about $170 billion would be contingent liabilities from leasing, residual value guarantees, and revenue participations. Anyone who still thinks of Nvidia as merely a chipmaker is missing how deeply it now acts as the financing architect of AI infrastructure.

That role has drawn criticism. The Bank for International Settlements warned in its annual report about circular AI financing as a trillion-dollar systemic risk, and investors are rightly asking whether Nvidia's stakes in CoreWeave, OpenAI, and other customers amount to buying demand that is later presented as organic growth. Huang rejects the charge outright: the investments are "immaterial" relative to the business generated, and the company only enters "sure-win" deals. That sounds convincing as long as underlying demand stays real — but the assurance alone does not shrink the balance-sheet risks.

Washington Takes an Interest in Groq

Meanwhile, the U.S. Department of Justice is investigating the chip technology arrangement with Groq, valued at $17 billion, on suspicion the deal may have been structured to sidestep antitrust review. Nvidia did not acquire Groq; instead it secured non-exclusive technology rights and brought in key personnel including founder Jonathan Ross — a pattern critics call a "reverse talent acquisition." If regulators object, fines are the more likely outcome than an unwinding. Even so, the regulatory climate remains an uncertainty factor that should not be downplayed.

A Market That Refuses to Cheer

The stock has yet to reflect this flood of news with any euphoria. Shares currently trade at EUR 189.22, about 6.6 percent below their 52-week high set in May, and have lost 4.6 percent over the past seven trading days — a sign that investors are weighing the wave of acquisitions and partnerships rather than celebrating it. On a shorter horizon the picture is similar: the price sits just 2.4 percent above its 50-day moving average and 6.4 percent below the 52-week high of EUR 202.50. Thirty-day volatility of 40 percent shows a market oscillating between the growth story and a risk premium, even with a 12-month gain of 25 percent.

Piper Sandler and Morgan Stanley have both set $300 price targets, citing the Rubin architecture, which promises thirty times the throughput per megawatt compared with Grace Blackwell Ultra, alongside falling token costs. That is the technological side of the coin — compelling, but not beyond debate.

Taken together, Nvidia is translating its market power into a financial ecosystem whose complexity grows with every new deal. The operational strength is undisputed, and the cybersecurity opening and the $13 billion Hugging Face acquisition sensibly widen the field. But the more Nvidia becomes the financier of its own customer base, the more its valuation headroom depends on whether regulators and credit markets continue to go along with the construction. Whether the Hugging Face deal ultimately delivers the hoped-for position in the developer ecosystem will only become clear once the transaction actually closes in 2027.