The Infrastructure Thesis Under Legal Strain
On June 25, 2026, the New York Times filed an amended copyright complaint in the US District Court for the Southern District of New York, and it contained a claim that should unsettle boardrooms from Redmond to Abu Dhabi. The Times alleges that Microsoft did not merely enable OpenAI's model training — it purpose-built a supercomputer platform with over 285,000 CPU cores and 10,000 GPUs "specifically designed to infringe" copyrighted works. This is not an abstract legal provocation. It is a direct challenge to the infrastructure thesis on which the UAE's most ambitious technology investment rests.
Why the Legal Theory Shifted
The amended complaint is structurally different from the 2023 original because of an intervening Supreme Court ruling. The Court sided with Cox Communications in a dispute where Sony alleged the internet service provider was contributing to music piracy. The decision reset the contributory infringement standard: plaintiffs must now show that a defendant intentionally induced illegal conduct, not merely that it knew infringement was occurring or passively facilitated it.
In response, the Times dropped its contributory infringement theory against OpenAI — but doubled down on Microsoft. If a supercomputer was architectured specifically to ingest copyrighted works at industrial scale, the Times argues, intentional inducement is exactly what it was built for. Microsoft has called the updated complaint "a last-ditch effort to escape unfavorable precedent." OpenAI maintains that training on publicly available data is fair use, a position US courts have not definitively settled.
Both defences may ultimately prevail. The intentional-inducement standard is genuinely demanding, and the fair use question for AI training is contested enough that courts have split. But the theory is now in federal court with specifics: named infrastructure, named purpose, named scale. That is materially different from the original 2023 filing.
The UAE's Double Exposure
The UAE is not a passive bystander to this dispute. It is the only sovereign state that has publicly committed — by name, with a confirmed price tag — to building an OpenAI-partnered AI infrastructure cluster. Stargate UAE, with G42's subsidiary Khazna Data Centres as builder and OpenAI and Oracle as operators, is a 5-gigawatt, 19.2-square-kilometre campus in Abu Dhabi. UAE AI Minister Omar Al Olama confirmed a cost exceeding $30 billion in January 2026 — a 50% increase over earlier estimates — positioning it as the world's largest AI infrastructure deployment outside the United States.
MGX, the Abu Dhabi state AI investment vehicle, holds equity in Stargate LLC, the US-incorporated joint venture behind the broader $500 billion Stargate programme. This gives the UAE financial exposure running in two directions simultaneously: the local Stargate UAE campus and the global Stargate LLC entity, both anchored to OpenAI's models.
Those models were trained on the same compute the Times now characterises as purpose-built for infringement. If that characterisation gains any judicial traction — even partially — it introduces ambiguity about the IP status of the underlying models. Sovereign AI infrastructure built on legally contested foundations is sovereign AI infrastructure with a conditional title deed.
The Absent Exception
The second dimension of UAE exposure is domestic. The UAE operates its own copyright regime: Federal Decree-Law No. 38 of 2021 on Copyright and Neighbouring Rights. That law was designed to protect human creativity in literature, arts, and science. It was not designed for the era of large-scale machine learning. According to the UAE government's official IP portal, the statute contains no training-data exception, no text-and-data mining carve-out, and no AI-specific provision of any kind.
The UAE does not adopt the American fair use doctrine. It operates a narrower fair dealing framework covering educational and personal copying. If any entity were to conduct model training within UAE jurisdiction — ingesting local news archives, legal databases, or Arabic-language corpora — there is currently no statutory safe harbour.
To steelman the content-industry position: this absence is not irrational. Copyright law exists to protect investment in creative work, and AI companies extracting that value at petabyte scale without payment or licence represents a genuine economic grievance for publishers and journalists. The NYT's complaint is, at its core, an argument that the most expensive computer in corporate history should not function as a mechanism for circumventing the rights of those who produced its training data.
That concern is legitimate. But litigation is a poor instrument for resolving a structural policy gap. US courts have spent three years on AI copyright without consensus. The better precedent is the EU's Copyright in the Digital Single Market Directive of 2019, which created a mandatory text-and-data mining exception for research and a commercial TDM exception with a rights-holder opt-out. The framework gives developers legal certainty and gives creators a mechanism to withhold consent and negotiate licensing terms. It is imperfect but functional.
What Proportionate Reform Looks Like
The UAE has a rare opportunity to get ahead of this rather than wait for US courts to set the terms. A targeted amendment to Federal Decree-Law No. 38 of 2021 — adding a proportionate TDM exception with an opt-out right for commercial AI training — would give Stargate UAE and future model-training operations in the country a clear legal basis. It would also signal to global AI developers that the UAE offers both infrastructure and legal predictability, the combination that determines long-term AI investment decisions.
The $30 billion case for Stargate UAE rests on compute, talent, and strategic positioning. The copyright gap is a solvable problem, and solving it proactively is far cheaper than discovering it through litigation. The NYT complaint is a warning to an industry that has assumed infrastructure investment and legal clarity are the same thing. They are not — and in Abu Dhabi right now, that distinction is worth $30 billion.