Dubai launches world’s first icon classification for Human–Machine Collaboration for AI transparency

Dubai launches world’s first icon classification for Human–Machine Collaboration for AI transparency
Dubai has launched the world’s first Human-Machine Collaboration Icons - a system that makes visible the invisible, showing exactly how humans and intelligent machines work together in research and content creation.
The initiative comes under the direction of His Highness Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, the emirate
“Distinguishing between human creativity and artificial intelligence has become a real challenge in light of today’s rapid technological advances,” Sheikh Hamdan said as he approved the system.
“That’s why we launched this global classification system. We invite researchers, writers, publishers, designers, and content creators around the world to adopt it, and to use it responsibly, in ways that benefit people”.
For Dubai, this isn’t just a policy tweak. It feels like a vision shared with the world. A statement that creativity, transparency and trust still matter in a future being reshaped by AI.
Developed by the Dubai Future Foundation, the system comes alive through five primary icons - from “All Human,” to “Human led,” to “Machine assisted,” to “Machine led,” and finally “All Machine”.
Nine more functional icons dig deeper, revealing whether AI stepped in during ideation, data collection, design, writing or translation. Together they act like a set of honest signposts for readers, viewers and decision‑makers trying to understand: how much of this came from a human, and how much from a machine?
It’s a deceptively simple idea that feels urgently relevant. In an age of viral deepfakes and generative models, these small symbols could make a huge difference in trust.
A city with a habit of leaping ahead
If this feels ambitious, it’s because Dubai thrives on ambition. The emirate has spent years reinventing itself as more than a gleaming skyline or an aviation hub. Now, it wants to be the world’s next technological crossroads.
The UAE’s AI market, worth €29.7 billion in 2023 is on track to skyrocket to €234 million by 2030. Government‑backed funds are pouring billions into data centres, chip fabrication and sovereign computing.
Partnerships with Microsoft, Nvidia, OpenAI and others are laying down fibre and silicon on a scale few other nations can match.
And it’s not growth for growth’s sake. “AI is a fundamental shift in how businesses, governments and individuals relate to data, decisions and automation”, said Tarek Kabrit, CEO of Dubai‑based tech firm Seez.
“The real value lies in how AI integrates seamlessly to empower people and create new human‑centric experiences”.