Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai, Deputy Prime Minister, Minister of Defence, and Chairman of the Board of Trustees at Dubai Future Foundation, has approved the launch of a groundbreaking global initiative. This classification system clearly distinguishes the role of humans and machines in creating creative, scientific, academic, and intellectual content.

A Transparent Approach to the Future of Content Creation

In a statement, Sheikh Hamdan said: “Distinguishing between human creativity and artificial intelligence has become a real challenge in light of today’s rapid technological advances. This calls for a new approach to recognise the growing role of intelligent machines. That’s why we launched the world’s first Human–Machine Collaboration Icons, a classification system that brings transparency to how research documents, publications, and content are created.”

He urged researchers, publishers, writers, designers, and content creators worldwide to adopt this system responsibly and in a manner that benefits society.

As part of the initiative, all Dubai Government entities have been instructed to implement the classification system in their research and knowledge-driven activities.

About the Human–Machine Collaboration (HMC) Classification

Developed by the Dubai Future Foundation, the HMC classification system introduces a new standard for content transparency. It allows users to visually identify the extent of human vs. machine contribution in the creation of any piece of work, from research reports and academic papers to design and digital media.

The classification applies across multiple sectors, including research, publishing, content creation, and design, all of which are increasingly influenced by automation and AI.

The Five Main HMC Icons

The system features five core icons to represent levels of human–machine collaboration:

• All Human – Fully created by a human, no machine involvement
• Human-led – Created by a human with machine assistance for accuracy or improvement
• Machine Assisted – Collaborative creation between human and machine
• Machine-led – Machine-driven content with human verification
• All Machine – Fully generated by machines, without human input

In addition, nine functional icons highlight specific stages where collaboration took place, including ideation, data collection, analysis, interpretation, writing, visuals, and translation.

While the icons don’t quantify the exact level of machine contribution, they offer a transparent, standardised way to disclose collaboration, empowering creators and consumers alike.

A Global Call to Action

The HMC classification is designed to be adaptable across industries and compatible with all types of media, including text, image, and video content.

To learn more about how to use the HMC icons and download the full system, visit: www.dubaifuture.ae/hmc

Millennials and Gen Z are leading a retail revolution in the UAE, turning their smartphones into their go-to shopping destination. According to the newly released 2025 Global Digital Shopping Index – UAE edition, the country’s youngest consumers are driving the UAE to the top of the global mobile shopping leaderboard.

The report, commissioned by Visa Acceptance Solutions and conducted by PYMNTS Intelligence, surveyed 1,679 consumers and 329 merchants across the UAE. The findings reveal a dramatic rise in mobile-first shopping habits, with Millennials and Gen Z leading the charge.

Mobile is the New Mall

A whopping 67% of UAE consumers used their phones as part of their most recent retail purchase, a 23% increase since 2022. But it’s the younger generations setting the pace:

• 73% of Millennials shopped using their phones during their last purchase
• Gen Z isn’t far behind, proving that mobile shopping is second nature to digital natives

These generations are not just buying, they’re reshaping the entire shopping experience, demanding speed, security, and flexibility at every step.

Tech-Savvy, Security-First Shoppers

Younger UAE shoppers are also embracing biometric authentication, like fingerprint or facial recognition, more than ever. 32% of UAE consumers used biometrics in their latest online retail transaction, nearly double the global average of 17%.

What Young Shoppers Value

Millennials and Gen Z in the UAE expect more than just fast checkouts. Their top demands include:

• Rewards programmes (75%)
• Free shipping (73%)
• Price matching (70%)
• Cross-channel flexibility (53%)—blending in-store, mobile, and desktop shopping

They’re also more likely to shop online for home delivery, with 38% of UAE consumers choosing this convenience in their most recent purchase.

Setting a Global Standard

The UAE now has the highest rate of mobile-based online shopping globally (37%), outpacing Singapore, the UK, and Brazil. Industry experts attribute this to a strong digital ecosystem backed by collaborative efforts between the UAE government, retailers, and fintech partners.

“Millennials and Gen Z are shaping this future—and we’re proud to support it through innovations like Click to Pay,” said Salima Gutieva, Visa’s Vice President and Country Manager for the UAE.

Future of Retail: In Their Hands

The takeaway? Mobile-first isn’t coming, it’s already here, thanks to the tech-savvy preferences of the UAE’s younger generations. Whether it’s a tap, swipe, or biometric scan, Millennials and Gen Z are making mobile shopping the new normal in the Emirates.

The popular artificial intelligence chatbot, ChatGPT, is currently experiencing widespread issues, leaving millions of users unable to access the service across the globe, including the UAE.

As of Tuesday afternoon, attempts to use the platform were met with frustrating error messages such as “Error in message stream” or “too many concurrent requests.”

The global outage has caused significant frustration among students, professionals, and businesses who rely on the popular service for their daily needs.

OpenAI, the company behind ChatGPT, has acknowledged the problem. On its official status page, OpenAI stated that the platform is “currently experiencing issues” and that “some users are experiencing elevated error rates and latency across the listed services.” The company confirmed they are actively investigating the disruption.

The outage isn’t limited to just the main ChatGPT chatbot. OpenAI’s video generation model, Sora, and its various APIs (Application Programming Interfaces) are also affected. Reports indicate the problem is widespread, impacting users on different devices and operating systems.

This disruption comes as OpenAI has reported significant growth in its user base. The company announced earlier that its weekly active users jumped by 33 per cent to 400 million in February, up from December last year. Additionally, its enterprise customer base for ChatGPT has recently doubled, reaching 3 million paying business users, as more companies integrate AI tools for productivity.

Users are advised to check OpenAI’s official status page for the latest updates on when services are expected to be fully restored.