Dubai Unveils World’s First Human-AI Collaboration Labeling System

In a groundbreaking move for digital transparency, the Dubai Future Foundation has launched the world’s first classification system to label the level of collaboration between humans and artificial intelligence in content creation, research, and publishing.

The initiative was officially approved by Sheikh Hamdan bin Mohammed Al Maktoum, Crown Prince of Dubai and Chairman of the Dubai Executive Council. It introduces a clear set of visual indicators to show exactly where AI played a role in producing digital work, from idea generation to data analysis and final design.

Fast Facts

  • Project: Dubai’s new system classifies human-AI collaboration in digital content creation and publishing.
  • Approved by: Sheikh Hamdan bin Mohammed Al Maktoum, Crown Prince of Dubai.
  • Key Features: Includes 5 icons and 9 functional tags to show where AI helped, like ideation or data analysis.
  • Purpose: Promotes ethical, transparent AI usage across industries and public-facing content.
  • Global Impact: First of its kind worldwide, sets a benchmark for AI accountability and disclosure.

Five Icons, Nine Tags: Making AI Involvement Visible

The new system is built around five main icons that indicate the degree of human versus AI involvement. Each icon can be accompanied by up to nine functional tags describing the specific roles AI performed, such as ideation, writing assistance, data analysis, image design, or editing.

This structure allows users, readers, and publishers to understand whether the final content was human-written, AI-assisted, or entirely machine-generated. It also highlights whether AI contributed to the early research phase, the creative process, or just the final output.

Transparency and Ethics at the Core

“Our goal is to build public trust and set global standards for ethical AI use,” the Foundation said in its announcement. By encouraging organizations to disclose how AI supports their work, Dubai is leading the charge toward accountable technology integration.

Human-machine collaboration is already reshaping industries such as media, healthcare, marketing, and education. This labeling system gives creators and consumers a shared framework for transparency, helping people better understand the role of automation in everyday life.

Sheikh Hamdan noted that this system supports Dubai’s vision of becoming a global leader in future technologies while safeguarding human values. “Responsible use of AI begins with honest communication,” he added.

Setting a Global Example

Dubai’s move is already being seen as a potential model for other governments and institutions looking to regulate and guide the ethical use of AI. The classification system is expected to be implemented across digital platforms, media outlets, and academic institutions.

Experts suggest that clearer disclosure could reduce misinformation, protect intellectual property, and help audiences make informed decisions when interacting with AI-enhanced content.

For more details on Dubai’s efforts toward ethical AI, visit the Dubai Future Foundation or explore the broader national AI strategy at ai.gov.ae.

Curious about the UAE’s next move with AI? Read how AI will shape cabinet meetings by 2026 →