Saudi Arabia’s new copyright law could be a boon for Arabic-language models

1

The Pitch

The AI industry has been in the doldrums since the US elections

Good morning, US politics nerds, and welcome to EnterpriseAM AI + Innovation. There’s unlikely to be an announced winner in the US Senate race in Alaska until at least 18 November, so why not pass the time by reading up on the 2010 race when incumbent Republican Sen. Lisa Murkowski became one of only two US senators in history to win her general election as a write-in candidate. Can you name the other? Now, let’s get started.

The party’s not over, but it’s a lot less wild now. And mom and dad are listening in from the other room. That’s the vibe in the AI sector a week after Republicans’ midterm rout.

TL;DR: Investors who have bankrolled AI companies to the tune of hundreds of USD bns are clamming up. Democratic lawmakers are pledging investigations into the mega firms. US voters came out hard against data centers. Even President Donald Trump has reversed himself and said he’s open to imposing guardrails on the industry that’s largely responsible for keeping the US stock market in the black, per Reuters.

What does it mean for MENA+? That’s not totally clear yet. There’s been no public fallout yet for any Gulf AI businesses. As a general matter, though, the Gulf AI industry is tied tightly to its US partners. So, if things continue to look troubling in Silicon Valley — or if they start to look brighter — expect the same in Abu Dhabi and Riyadh.

Here’s a rundown:

  • Is Anthropic really worth USD 1.5 tn? Some of its own investors aren’t so sure anymore. After a brutal week for tech stocks, they told CNBC that even USD 1.5 tn is a “stretch” for Anthropic’s upcoming IPO. One says USD 1-1.25 tn is more likely. The company was eyeing USD 2 tn just last month.
  • Anthropic doxxed its price range — then took it back. The company emailed its bankers a version of its IPO filing late on Monday suggesting it would sell c. 867 mn shares at USD 70-80 each, then sent a second note saying the first was inaccurate, Reuters reports.
  • OpenAI’s round is coming in smaller: OpenAI was said in October to be looking to raise up to USD 30 bn, with UAE investors in talks to lead the round, which now looks set to land at about USD 20 bn, Bloomberg reports. USD 11 bn is already in the bag, at a USD 1.25 tn valuation, reports suggest.
  • The tech-heavy Nasdaq index fell more than 5% on Thursday, its worst day in 19 months. It had recovered about 3.9% by yesterday’s close, still roughly 8.5% below its 6 October record high. One big drag was Nvidia, which fell more than 9% in Thursday’s selloff and another 4% on Monday after CEO Jensen Huang acknowledged an affair with an alleged Chinese spy (more on that below).

What to watch for: The public narrative right now is about expanded government oversight and overextended companies. But the AI industry has a history of unveiling jaw-dropping (and narrative-shifting) new capabilities, so don’t expect the party to be dull forever.

Want to have lunch with us?

Do you want to have lunch with us on Thursday, 10 December? We’re setting a table in DIFC for a very small and exclusive group of readers and business leaders in the UAE. If you’d like to be there, just hit reply to this email, tell us who you are and what you do, and we’ll take it from there.

Wait, lunch? Yes, lunch. Two hours, one table, no panel and no slides — just an open conversation with interesting people. We want to hear how the people running businesses in the UAE see the next twelve months: what’s working, what’s getting harder, and where the money is actually going now that the region is open for business again. Expect good food, good company, and the kind of conversation nobody has on stage.

Seats will be strictly limited and the lunch is invitation-only, but we’re planning on doing this more often. So, yes, we won’t be able to accommodate everyone, unfortunately. We’ll be in touch with the people we’re inviting over the next two weeks or so with the details.

OR: Come say ‘hi’ today: One of us will be wandering the halls at the Cairo ICT conference today. Drop us a line if you want to say ‘hi.’ Contact info is at the bottom of the email. Now, let’s get to today’s Lede, which focuses on how Saudi Arabia’s new copyright law makes it easier to train AI models.

2

The Lede

Saudi Arabia’s new copyright law could be a boon for Arabic-language models

A new law in Saudi Arabia explicitly allows using copyrighted materials for AI training, giving the Kingdom an edge as a developer of its own AI models. Saudi Arabia joins Japan, the European Union, and Singapore in having adopted specific copyright carveouts for AI training.

The legal development comes as the Kingdom is vying to become a major player in AI — both as an exporter of computing power and a developer of its own AI models and tools — and competing with the UAE to be the world’s go-to source for Arabic-language AI tools.

The law doesn’t solve all the potential legal problems for Saudi AI models — AI models are increasingly global and copyright regimes vary from country to country, creating potential legal problems for models no matter where they’re trained. But it solves the most pressing legal issues and, just as importantly, it signals that Saudi Arabia is doing serious legal legwork to become a major player in the field.

“It’s not sufficient, but it’s a prerequisite — to at least have a copyright regime that gives you a reasonable argument that you’re not just rampantly infringing bns of people’s rights,” Matthew Sag (LinkedIn), a law professor focused on both AI and copyright issues at Emory University, tells EnterpriseAM.

The move is also likely to be a boon for Arabic-language models and tools. In addition to allowing training with copyrighted Arabic-language works, the law’s implementing regulations lay out a system for Saudi entities to translate works from other languages into Arabic without the explicit consent of the copyright holder — if no Arabic translation has appeared within three years or another specified period. The system isn’t explicitly aimed at model training, but could create a method for producing large quantities of Arabic training content in different dialects.

“Arabic models will be developing at a faster rate because of these developments. This paves the way for Arabic-language models to prosper,” Bachir A. Chakra (LinkedIn), a Riyadh-based attorney with Gowling WLG focused on technology and intellectual property, tells EnterpriseAM. Humain, Saudi’s state-backed AI champion, which is most poised to benefit from the law, did not respond to a request for comment.

Details: The law, which took effect in August, allows developers in Saudi Arabia to train AI models using copyrighted works provided they obtained the work lawfully and don’t use it for anything other than model training. Developers must also log the type, source, purpose, and date of each use.

That limitation also means models can’t reproduce the work after they’re trained on it — something models generally aren’t supposed to do, but sometimes do in error. (As a general matter, AI training is supposed to operate similarly to human learning. When a human reads a novel, it may change how she thinks for years to come, but most humans can’t recite text from novels they’ve read once they’re done.)

International comparison: Laws in the EU, Japan, and Singapore make similar exceptions. In the US, AI companies argue that using copyrighted material to train AI models falls under the “fair use” exception to copyright law — an exception that also allows reproducing portions of copyrighted works in news articles for the purposes of teaching or to satirize them. Some publishers, including The New York Times, disagree and have sued OpenAI, seeking payments for training that uses their copyrighted works.

The trend seems to be that more nations are adopting carveouts or interpreting existing laws to allow training on copyrighted works. “At an international level, what is emerging is a standard of permitted, but always accountable,” Chakra says.

What about the UAE? Current UAE copyright law doesn’t have a carveout for AI model training or a “fair use” doctrine. That hasn’t resulted in any legal problems for the country’s burgeoning AI ecosystem so far, but may not be sustainable — significantly, the nation’s flagship Arabic model, Jais, was trained on servers in California, so the training would fall under US copyright protections.

UAE next? Given the benefits of a specific carveout for model training, Sag predicted the AI-hungry nation would likely update its copyright regime in the next 18 months. The UAE’s Ministry of Economy and Tourism, which oversees copyright protections, did not respond to a request for comment.

Some copyright holders still want a cut. The New York Times sued OpenAI and Microsoft in 2023, claiming the companies violated its copyright by training ChatGPT with its articles. The case hasn’t yet reached trial. In the UK, Getty Images lost a case claiming that Stability AI infringed its copyrights, though its case was weakened because the training happened abroad. The image service is appealing the ruling. “There’s a tension between IP and AI innovation that won’t disappear,” Chakra notes.

There’s also no guarantee that Saudi-trained models won’t run into legal troubles in other nations with different copyright laws. Copyright watchers have warned specifically about a provision of the EU’s AI Act, which states that any company offering a general-purpose AI model in the region must comply with EU copyright law regardless of where the model was trained. Saudi models might fall afoul of the EU act because the Saudi law doesn’t contain the same requirements for allowing copyright holders to opt out of data mining.

And yet: AI is developing at such a rapid pace that it makes little sense for AI companies now to worry about the possibility of country-by-country legal fights over copyright issues years down the road — at a point when some AI companies are likely to be so wealthy that any judgment against them would be meaningless and others are likely to be out of business.

Chakra still urges Saudi tech companies to impose safeguards, including ensuring that their models don’t store data after training and allowing copyright holders to expressly opt out from their content being used for AI training.

Priorities: “If I was a Saudi Arabian AI developer, I would just be so much more worried about, ‘Can I make a good model that’s actually competitive?’” rather than focusing on potential future copyright fights, Sag says, adding, “The next box is: Do you have the people? Do you have the talent? Do you have the electricity? Can you get the chips?”

3

The Business of AI

Humain’s getting a big cash infusion from the Saudi National Infrastructure Fund

Humain just got another big check from the state. Saudi Arabia’s National Infrastructure Fund (Infra) will provide the PIF-owned AI company with up to SAR 2.5 bn (USD 667 mn) in financing, according to a press release. The money will pay for AI chips and the power lines to run them.

This is the second time in about a week that a government-owned body has backed the Kingdom’s AI champion. Earlier this month, state oil giant Aramco paid USD 2.6 bn for 49% of the company.

Here’s where the money goes:

  • Up to SAR 1.1 bn (USD 293 mn) for GPUs, the powerful chips that run AI. That’s enough chips to use about 25 MW of electricity.
  • Up to SAR 1.4 bn (USD 373 mn) to connect Humain’s data centers to the power grid. That could eventually power up to 1 GW of data centers, 40 times what the new chips will use.

Why so much for power lines? Electricity is a big headache for anyone building data centers. More than half of industry players say power is a major obstacle to getting projects done, according to a survey by the consultancy Turner & Townsend released last month. Across MENA+, the bottleneck in power is more frequently transmission infrastructure than it is generation capacity. In Saudi, the emphasis has been on substations, transmission infrastructure, and grid connections needed to bring future sites online (pdf).

BACKGROUND: These are the first deals under Infra’s AI data center financing program. They build on a non-binding agreement for up to SAR 4.5 bn (USD 1.2 bn) that Infra and Humain announced at Davos in January.

The plan: Infra says it wants to get data center projects off the ground to prove their investment potential to private interests like big cloud companies and major investors. Humain plans to build 3 GW of AI data centers by 2030.

The catch: Humain is entirely state-owned so far. PIF owns 51% of the company and Aramco owns the other 49%. One reading of the Aramco deal is that Humain may be struggling to attract private investors, as we noted last week.

4

AI in Business

OpenAI tech is making it faster for food importers in Abu Dhabi to clear their paperwork

A deal between the Abu Dhabi government and OpenAI is paying off big, the emirate’s Department of Government Enablement (DGE) told The National. The project, which began early in the year but was announced last week, has cut the process of approving some complex food import cases from “a few days to a week” down to “literally minutes,” Faisal Al Hawi, director of DGE’s AI Factory, says.

How it works: Thousands of policy documents on food imports have been turned into a format AI can read. The AI checks each import application against the rules, then hands its findings to officials, who make the final call. “AI did a lot of the heavy lifting,” Al Hawi said.

Coming next: Building permits, business licenses, and inspections are among the next services being targeted. This is the first pilot of a “Machine-Readable Government” system, as we noted last week, and part of a larger Abu Dhabi effort to become the world’s first AI-native government by the end of 2027.

Caveat: The National didn’t report how many cases have gone through the system or how accurate it’s been.

5

Building Blocks

Saudi hiring is slowing, but AI skills are at a premium

Hiring is slowing across Saudi Arabia’s tech sector, but companies are still adding people — and demand is highest for people who can manage AI, including data engineers, cloud architects, and cybersecurity specialists, the EnterpriseAM Saudi desk reports.

“The market has moved into execution mode, so hiring managers now have to explain why a role exists, what it will deliver in its first year, and whether someone already in the team could step into it,” Unicorn Talent CEO Zeina Karrit tells us. Employment packages are being negotiated much more carefully, she says, noting that rushed hiring breeds mistakes on both sides, and firms that hire more deliberately usually know what they need.

Companies are also doing less hiring for repetitive tasks that can be taken over by AI, Karrit says.

MEANWHILE- Egypt’s Electricity Ministry said it’s going to make up to 1 GW in power available to data centers by 2030, according to a report in the domestic press. ICT Minister Raafat Hindy, meanwhile, said the Madbouly government will zone sites for data centers near subsea cable landing points, bundling in land, licenses, and permits in one go. Hindy didn’t name the sites or potential investors.

6

The Security Beat

Lawmakers demand answers in Nvidia spy case

See me in my office: US lawmakers want Nvidia CEO Jensen Huang to brief them behind closed doors on 18 November about an alleged Chinese spy who he acknowledged having an affair with, CNBC reports.

The vibe shift: The demand comes as newly empowered Democrats are already looking to roll back the Trump administration’s laissez-faire relations with Nvidia and other big AI companies — a Washington vibe shift that could have serious implications for Gulf nations that are building AI empires with Nvidia and other US tech firms.

At the very least, the scandal is sure to reignite concerns about top-shelf US AI chips leaking to China. The alleged spy, Alice Huang, is affiliated with an Nvidia customer, Megaspeed, that’s accused of helping pass Nvidia chips to restricted Chinese companies. Anxiety about chips leaking to China is one of the key reasons Biden-era government officials argued against allowing top-shelf chips to be sold to the UAE and Saudi Arabia — a position reversed in the second Trump administration.

Huang initially denied having a romantic relationship with Alice Huang, before acknowledging in a Sunday note to staff that he had been “unfaithful to my wife.” The company’s board is investigating national security concerns related to the revelation, but said that it has “confidence in Jensen,” who analysts say has no obvious successor at the company.

Who, me? China denies any spy plot, calling the claims “smears,” The Washington Post reports.

MEANWHILE- Not guilty: The Saudi engineer accused of hiding a listening device in an OpenAI meeting room pleaded not guilty on Friday, CNBC reports. Abdulrahman Alfozan faces one charge of secretly recording conversations. He’ll be back in court on 17 November.

AND- From hacker to partner: OpenAI is teaming up with Hacktron, a security firm that first got its attention by breaking into OpenAI’s systems — with the company’s permission. Hacktron found and reported flaws through OpenAI’s bug bounty program. Now, the two will hunt for weak spots together, OpenAI said on Friday.

SOUND SMART- What’s a bug bounty? In a bug bounty program, companies pay outside hackers cash rewards for finding and reporting security holes in their tech, so the holes can be patched before criminals or other adversaries find them. OpenAI raised its rewards last week to give researchers “more reason” to hunt for flaws.

7

The Chaser

Agents and androids

Ask the bot, then buy the Birkin: Luxury shoppers in the UAE and Saudi Arabia are itching to spend, and they’re checking with AI first. A whopping 93% of them use generative AI to research luxury purchases, way above the 79% global average, per a BCG and Altagamma survey unveiled at a Meta event in Dubai.

Their appetite to spend also beats every other established luxury market. Topping the wish list: Watches, jewelry, and handbags.

MEANWHILE- Anthropic has released new versions of its flagship Fable and Mythos models, bumping each to 5.2 with promises of all of the now-standard goodies it and other frontier labs offer when they roll out new goodies. You can read Anthropic’s note here.

WATCH THIS SPACE- OpenAI will soon follow suit with a new Sol 6.2 model that some on X, claiming to have early access, say trumps Anthropic’s respected Opus 5.5 on speed and price.

AND- Robots for sale: Speaking of big-ticket purchases, Dubai now has a showroom where you can buy your very own humanoid robot, The National reports. Lootah Robotics opened the UAE’s first robotics showroom on Sheikh Zayed Road on Friday, with price tags from AED 50k (USD 14k) all the way up to AED 3 mn (USD 817k). Commitment-shy? Renting a robot is an option. At the launch, five humanoids danced and played football with kids. Dubai wants 200k robots roaming the city by 2032, so get used to the company.

The hazy human-robot divide is well-trodden ground in films, from Blade Runner to RoboCop to Short Circuit, which, alas, hasn’t aged well. Ex Machina, from 2015, is an underappreciated gem.

That’s it for today! Like what you’re reading? Feel free to invite some friends. Or drop us a line at [email protected]. We’ll be back in your inbox on Thursday.


7-10 November (Saturday-Tuesday): Cairo ICT runs in New Cairo alongside AIDC Expo, its dedicated AI, data center, and cloud event.

17-19 November (Tuesday-Thursday): Bengaluru Tech Summit brings businesses, startups, researchers, and policymakers to Bengaluru, India, under the theme “AI & Beyond.”

17-20 November (Tuesday-Friday): Microsoft Ignite runs in San Francisco and online, covering Microsoft’s AI, cloud, security, and data products.

30 November-4 December (Monday-Friday): AWS re:Invent brings Amazon’s cloud and AI conference to Las Vegas, with product announcements and sessions on deployment, costs, and security.

December 2026

1-3 December (Tuesday-Thursday): Black Hat MEA brings cybersecurity leaders, researchers, and technology companies to Malham, Riyadh.

6-12 December (Sunday-Saturday): NeurIPS holds its main AI research conference in Sydney, offering a look at advances that could shape the next generation of commercial AI.

7-11 December (Monday-Friday): GITEX Global opens with a leadership summit at Dubai World Trade Centre on 7 December, followed by its exhibition at Expo City Dubai on 8-11 December.

March 2027

23-24 March 2027 (Tuesday-Wednesday): Global AI Show opens at Space42 Arena in Abu Dhabi, with enterprise AI, computing capacity, and sovereign AI on the agenda.

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