One Million Prompters: What Dubai Gets That Most Cities Don't
UAE's Minister of AI Omar Sultan Al Olama and the real Dubai bet on AI workforce training — and what it says about where talent competition is headed.
I’ve spent a lot of time in Dubai. Not as a tourist — as someone who has built teams there, pitched investors there, and spent more than a few evenings in the kind of conversations that happen at 11pm in a co-working space off Sheikh Zayed Road when the temperature outside still hasn’t dropped below 35.
One thing strikes me consistently about the UAE compared to most places I operate: there is an institutional willingness to run at ambitious experiments without the usual death-by-committee. Whether that experiment succeeds or looks ridiculous in five years is almost beside the point. The willingness to move at that speed is itself a competitive asset.
Which is why, when I heard that Sheikh Hamdan bin Mohammed launched the “One Million Prompters” initiative in May 2024, I wasn’t surprised. I was interested in the details.
What the program actually is
One Million Prompters was launched on May 21, 2024, under the Dubai Centre for Artificial Intelligence (DCAI), directly under Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai and Chairman of the Board of Trustees of the Dubai Future Foundation. The stated goal: train one million people in AI prompt engineering within three years.
This isn’t a vague “we’re investing in AI skills” announcement. It has a structured curriculum divided into four specialised modules, accredited certifications, competitions, and a platform for networking across the AI ecosystem. It built on the inaugural Global Prompt Engineering Championship — the world’s largest prompt engineering competition — which had attracted applicants from nearly 100 countries in the month it launched.
The initiative is linked to the Dubai Universal Blueprint for Artificial Intelligence, which is itself connected to the UAE National AI Strategy 2031. That strategy has a stated goal of having AI contribute 20% of non-oil GDP by 2031 — a figure that translates to roughly $91 billion (AED 335 billion) added to the economy. The UAE AI market, worth AED 12.74 billion in 2023, is projected to expand at a compound annual growth rate of 44% through 2030.
These are ambitious numbers. But the UAE has a track record of engineering ambition into reality — not always perfectly, but consistently enough to take seriously.
Omar Sultan Al Olama’s actual argument
Omar Sultan Al Olama has been UAE Minister of State for Artificial Intelligence since 2017, which makes him the world’s first minister in this role. His mandate expanded in 2020 to include Digital Economy and Remote Work Applications. He regularly appears at global forums — Davos, WEF, and regional tech conferences — making the case for why AI governance and AI democratisation have to happen in parallel.
His core argument, as I’ve understood it across various interviews and panels: the goal of AI is not to produce more technology. The goal is to improve quality of life — and the way you do that is by making sure AI literacy is not concentrated in a small technical elite.
This is a different framing than what you hear from most AI policy discussions, which tend to be either regulatory (how do we prevent harm?) or procurement (which government agencies adopt AI tools?). Al Olama is arguing for something more fundamental: if the people who are supposed to benefit from AI don’t understand how to use it, the benefits will accrue entirely to the people who built it.
One Million Prompters is the operational expression of that philosophy. Prompt engineering is not a forever skill — in five years, AI interfaces will be different and the craft of prompting may be largely abstracted away. But the deeper capability being trained is something more durable: the cognitive habit of engaging with AI systems deliberately, of understanding what a model can and can’t do, of steering outcomes rather than accepting outputs.
That habit is valuable regardless of how the tools evolve.
What I’ve actually seen on the ground
I’ve hired in Dubai and the broader Gulf. The talent landscape has changed noticeably over the past two years. The generation of professionals entering the workforce in the UAE today has a fundamentally different relationship with AI tools than the generation that entered five years ago. Not universally — there’s still a wide gap between people who use AI fluently and people who use it occasionally — but the direction is clear and the speed of change is faster than in most geographies I operate in.
Part of this is structural. The UAE has a young, highly educated, internationally networked professional population. A significant portion of the workforce is expatriate, which means they’re already accustomed to adapting — new country, new regulations, new culture. Picking up new tools tends to be lower friction for people who’ve already made larger transitions.
But part of it is deliberate institutional push. When the government of a country publicly commits to training a million people in a skill, and backs that commitment with infrastructure, accreditation, and competitions, it sends a signal to the workforce that this skill matters. That signal shapes hiring conversations, CV construction, professional development decisions. It creates momentum that doesn’t require top-down enforcement — because people respond to the incentives the signal creates.
The Microsoft investment of $1.5 billion into Abu Dhabi-based G42, along with a joint $1 billion fund for AI startups, is the private sector’s vote of confidence in exactly this kind of signal. You don’t deploy that kind of capital unless you think the ecosystem is capable of absorbing and generating returns from it.
The deeper competitive logic
Here’s what I think is actually happening, and why founders and operators should pay attention even if they have no immediate plans to work in the Gulf.
The countries that win the next decade of economic growth will be the ones that move the largest number of people from “AI-adjacent” to “AI-fluent” fastest. Not the countries with the best AI researchers. Those researchers will concentrate in a handful of labs regardless of geography. The real competition is for the middle — the tens of millions of knowledge workers, operators, managers, and small business owners who will or won’t learn to use AI effectively.
The UAE is running One Million Prompters. Singapore has AI Singapore and its 100E programme. India is building AI capacity through its IndiaAI Mission. These aren’t comparable programs — they differ in scale, structure, and ambition — but the direction is the same: governments are treating AI literacy as an infrastructure problem, not an education problem. The distinction matters because infrastructure gets funded, maintained, and treated as foundational. Education programs get cut when budgets tighten.
When I look at where I want to build ventures over the next decade, I am looking hard at cities that understand this. Dubai is one of them. Not because it’s perfect — there are real constraints on what you can build there, real cultural complexities, real limitations on certain categories of business. But because the institutional posture toward building AI-native capability in the workforce is aggressive and serious.
A city that is seriously trying to produce a million people who can engage productively with AI is a city where finding talent, finding early customers, and finding partners gets easier every year. Compounding works in talent ecosystems exactly the way it works in financial ones.
What I’d tell a founder sitting in Dubai right now
Plug into the One Million Prompters ecosystem — not as a student, as a builder. The people going through that program are your future early adopters, your future hires, your future champions inside enterprise customers. Show up where they congregate. Run sessions. Teach. Learn.
And take seriously the government-private sector interface that the UAE runs more deliberately than almost any other market. Al Olama and the teams around him are looking for models that can demonstrate results — on AI productivity, on workforce outcomes, on economic contribution. If your product or service does that, doors open faster here than in most places on earth.
The One Million Prompters initiative will probably not hit exactly one million people exactly on schedule. That’s not the point. The point is that Dubai decided the number it was aiming for, announced it publicly, built infrastructure around it, and began executing. That decisiveness is worth taking seriously — even if, like me, you hold some opinions about the city with both hands.
