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

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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

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.

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Sharjah announces residential parking permit in 3 neighbourhoods

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Sharjah City Municipality has introduced a residential parking permit system in Al-Fisht, Sharqan and Al-Rifa’a to reserve parking spaces for residents and prevent misuse.

The new system is aimed at improving parking management and ensuring residents have better access to spaces near their homes.

Inspection campaign

Alongside the rollout, the Municipality has conducted inspections to identify parking violations in the three areas.

One of the main issues found was non-residents parking outside residential properties to avoid paying public parking fees.

Authorities have warned motorists who do not live in these areas against using residential parking spaces.

Violators could face legal and administrative action.

What residents should know

The residential permit system is intended to ensure designated parking spaces are used by eligible residents, while reducing misuse by motorists seeking to avoid public parking charges.

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No tolls, free parking in Abu Dhabi this Friday

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Motorists in Abu Dhabi can use public parking for free and avoid Darb toll charges at four gates on Friday, August 28, for the Prophet Muhammad’s (PBUH) birthday public holiday.

Q Mobility said regular toll and parking charges will resume on Saturday, August 29.

Which toll gates are free?

Darb tolls will be waived on Friday at:

  • Sas Al Nakhl
  • Al Maqta
  • Rabdan
  • Al Saadiyat

However, Al Qurm and Ghantout toll gates will remain chargeable. Both operate 24/7 at AED 4 per crossing.

Mawaqif parking free

Public Mawaqif parking across Abu Dhabi will also be free on August 28.

The exemption does not cover multi-storey public parking buildings, where normal charges will continue.

Regular Mawaqif fees will return on Saturday, August 29.

Q Mobility Centres Closed

Q Mobility Customer Happiness Centres in Abu Dhabi and Al Ain will be closed on Friday and reopen on Monday, August 31.

Motorists can continue using Q Mobility’s digital services 24/7 through its website, the Darb app and TAMM.

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Crackdown on Illegal paying guests: Dubai’s new shared housing law takes effect with fines up to Dh1m

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Dubai’s new legislation governing shared accommodation officially came into effect on August 26. Applying across the entire emirate, including free zones and special development zones, the comprehensive framework is designed to eliminate dangerous, overcrowded, and unauthorised partition rentals while establishing formal licensing standards for communal living.

What qualifies as shared housing?

Under the law, shared housing is defined as any residential property where individuals or families occupy private designated living spaces while sharing common facilities like kitchens, bathrooms, and dining areas.

Who is permitted to rent out shared units?

The new framework strictly bans unauthorised subletting by tenants. A primary tenant can no longer rent out individual bedrooms, partitioned spaces, or bed spaces directly to roommates or third parties.

Only the following entities can legally offer shared housing:

  • Registered Property Owners: Leasing spaces directly to occupants under formal contracts. 
  • Licensed Management Companies: Authorised operators contracted by the owner to run and lease the property. 
  • Licensed Operators Subletting Master Leases: Approved commercial entities leasing an entire property from the owner to sublet authorised units to tenants. 

Penalties for violations

Authorities have introduced strict financial and operational consequences for non-compliance:

  • Initial Fines: Dh500 up to Dh500,000, depending on the severity of the violation.
  • Repeat Violations: Fines double for repeat offences committed within one year, capped at Dh1,000,000.
  • Operational Sanctions: Authorities may suspend operations for up to 6 months, revoke commercial licenses, cancel permits, disconnect utilities, seize equipment, or order the direct evacuation of non-compliant properties.

Grace period & tenant protection

  • Compliance deadline: Existing shared housing operators and property owners have until August 26, 2027, to obtain permits and bring their properties into full compliance. 
  • Protection from sudden eviction: If an operator’s permit is suspended or cancelled, authorities can grant occupants an interim stay period to secure alternative accommodation rather than facing immediate eviction. 

Approved property/resident categories

The regulation permits shared accommodation across six distinct property types:

  • Residential apartments
  • Detached/standalone houses
  • Residential complexes
  • Mixed-use buildings
  • Attached / adjoining houses
  • Multi-storey buildings

Permitted occupant groups include families, single men, single women, university students, government personnel, and private sector corporate employees. Corporate and student housing provided directly by employers or educational institutions does not require individual tenancy contracts.

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