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Dubai launches world’s first human–machine collaboration classification system

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5 months ago

July 17, 2025

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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

Michael Gomes

With over 35 years of experience in journalism, copywriting, and PR, Michael Gomes is a seasoned media professional deeply rooted in the UAE’s print and digital landscape.

News

Dubai-India travel: Security procedures triggered for Emirates flight following bomb threat email, flight lands safely

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1 day ago

December 5, 2025

Michael Gomes

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Authorities at Hyderabad’s Rajiv Gandhi International Airport activated full emergency protocols on Friday after receiving a bomb threat email linked to Emirates flight EK526 travelling from Dubai (DXB) to Hyderabad (HYD).

According to GMR officials, the threat email landed in the airport’s customer support inbox around 7.30am on December 5. Despite the alert, the flight continued under strict monitoring and landed safely at 8.30am.

Once on the ground, the aircraft was immediately moved to an isolated bay. Passengers were safely deboarded, and security te

ams carried out standard bomb threat checks. Investigations are currently underway.

Emirates confirmed the incident in a statement to local media, saying authorities had alerted them to a “potential security threat” to EK526.
“All standard security procedures were implemented by the relevant local authorities with full co-operation from Emirates’ ground teams,” the airline said, adding that “the safety and well-being of passengers and crew remain the highest priority.”

Authorities say all threats are being investigated, and extra security measures remain in place at the airport.

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Driving through Abu Dhabi this week? Here are the road closures you need to know about

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1 day ago

December 5, 2025

Michael Gomes

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Abu Dhabi motorists can expect some delays over the next few days, with the Department of Municipalities and Transport (DMT) announcing a series of partial road closures across key routes in the capital. Drivers are being urged to plan, allow extra travel time, and follow diversions to avoid congestion.

Sheikh Zayed Bin Sultan Street

A major set of phased lane closures will take place near Sheikh Zayed Bridge from Tuesday, December 9 to Monday, December 22, 2025.

Three left lanes will be closed from 12am on December 9 until 10pm on December 15.
Two right lanes will then shut from 10pm on December 15 until 6am on December 22.

Sheikha Fatima Bint Mubarak Street

Another temporary closure is scheduled on Sheikha Fatima Bint Mubarak Street from 5pm on December 5 until 5am on December 8.

Authorities explained that these restrictions are part of ongoing road enhancement projects designed to improve traffic flow and safety across the city. Motorists are encouraged to use alternative routes wherever possible during the maintenance period.

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Sharjah Police give deadline to remove National Day stickers, or face fines

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1 day ago

December 5, 2025

Michael Gomes

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If your car is still sporting National Day decals, it’s time to take them off. Sharjah Police have announced that all vehicle owners must remove their UAE National Day celebration stickers by Saturday, December 6, and those who miss the deadline will face violations.

The reminder follows a crackdown during the 54th Eid Al Etihad celebrations, where authorities impounded 106 vehicles and nine motorbikes for dangerous and irresponsible behaviour on the roads.

According to Sharjah Police, the violations included:

Creating loud noise and disturbing residents
Driving recklessly and endangering others
Operating vehicles without a valid licence

Police officials urged motorists to celebrate responsibly and avoid turning festivities into safety risks.

However, there has been a shift in decorating trends this year. Many residents opted for cleaner, simpler, more elegant designs to showcase their UAE pride ahead of the long weekend, and demand for custom decals surged.

Authorities are now urging residents to ensure all celebratory stickers and decorations are removed by the set deadline to keep roads safe and avoid penalties.