Nvidia’s $2.1 Billion Texas Warrant and a Self-Teaching AI Lab: The Forces Behind a $5.52 Trillion Record

Nvidia hits $5.52 trillion market cap as it secures a Texas GPU cloud deal, partners with London AI lab for superlearner systems, and gains limited China export approval.

Nvidia is leaning on two less-publicized levers to maintain its grip on the artificial-intelligence hardware market: a massive cloud infrastructure deal in Texas and a partnership with a London startup founded by one of the original minds behind AlphaGo. The moves, combined with a partial reopening of the Chinese market, have helped push the chipmaker’s market capitalization past $5.52 trillion — the first time any company has crossed the $5.5 trillion threshold.

The Texas tie-up involves Iren, formerly known as Iris Energy. Under a five-year contract, Iren will supply managed GPU cloud services based on Nvidia’s Blackwell systems from its facility in Texas. As part of the arrangement, Nvidia secured a warrant entitling it to buy up to $2.1 billion worth of Iren shares. The deal underscores how Nvidia is not just selling chips but also locking in long-term capacity for its most advanced hardware.

On the research front, Nvidia is collaborating with Ineffable Intelligence, a London laboratory founded by David Silver, a former Google DeepMind architect. Their focus is “superlearner” systems that generate training data dynamically through simulation rather than relying on static datasets. The project will first run on Nvidia’s Grace-Blackwell chips and is expected to be among the early adopters of the upcoming Vera-Rubin platform. Nvidia calls the overarching goal “agentic inference” — AI that can plan and execute multi-step tasks autonomously.

The Blackwell Ultra platform itself is delivering dramatic performance gains. Nvidia’s benchmarks show up to 50 times more throughput per megawatt compared with the previous Hopper generation, while token costs for agent-based workloads have fallen by a factor of 35. That raw efficiency is driving the spending spree among cloud customers: Amazon, Microsoft, Alphabet and Meta are set to invest a combined $710 billion in AI infrastructure in 2026 alone, and Nvidia is targeting more than $300 billion in annual chip revenue.

Analysts have responded by raising their price targets in a cascade. Cantor Fitzgerald lifted its target to $350, implying roughly 55% upside from the prior close, citing continued demand for AI infrastructure and a 2027 earnings per share in the mid-teens. Bank of America’s Vivek Arya pushed his target to $320 from $300, pointing to a total addressable market for AI data centers that he estimates at $1.7 trillion by 2030. UBS’s Timothy Arcuri raised his target to $275, while Wells Fargo now stands at $315 and Susquehanna at $275. The consensus is building ahead of May 20, when Nvidia reports fiscal first-quarter results after the U.S. market close.

A secondary catalyst emerged from Washington. The U.S. Commerce Department granted Nvidia permission to export its H200 AI chips to roughly ten Chinese technology companies, including Alibaba, Tencent, ByteDance and Lenovo. The approval is tightly constrained: each buyer can acquire up to 75,000 chips, must pay a 25% revenue share to the U.S., and must ship through American territory with additional security guarantees. Nvidia’s share of the Chinese market had effectively fallen to zero after earlier export restrictions, down from a previous 95%, and no deliveries have been confirmed yet. Domestic alternatives from Huawei remain the preferred choice for Beijing.

In Frankfurt, Nvidia shares closed Thursday at €201.05, marking a new 52-week high. The stock has gained nearly 25% since the start of the year. That rally has pushed its market cap to a level that surpasses the entire silver market, leaving only gold — valued at roughly $32.67 trillion — ahead of it as a store of value. Institutional investors hold over 65% of the shares, and the stock trades at roughly 25 times expected earnings.

The real test comes on May 20. The market expects first-quarter revenue of $78.8 billion, a 77% year-over-year jump, with Goldman Sachs on the high side at $80 billion. Gross margins are pegged around 75%. The second-quarter outlook will be measured against projections of about $86.6 billion. After a run that has already priced in exceptional growth, there is little room for surprises. Investors want proof of tight capacity, stable pricing, and sustained demand — and Nvidia’s latest hardware and partnership deals are designed to deliver exactly that.