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Dubai Sets Global Benchmark for AI Transparency
Dubai Sets Global Benchmark for AI Transparency

Arabian Post

time3 days ago

  • Business
  • Arabian Post

Dubai Sets Global Benchmark for AI Transparency

Arabian Post Staff -Dubai Dubai has introduced the world's first icon-based system to clearly signal whether content is crafted by humans, artificial intelligence, or a blend of both. Launched by Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, the Human–Machine Collaboration classification marks a shift in content disclosure standards. The initiative requires government entities to adopt the system immediately, marking a drive towards accountability and public trust in an era of rapid AI integration. The HMC framework comprises five primary icons: All Human, Human-Led, Machine-Assisted, Machine-Led, and All Machine, each reflecting increasing levels of machine involvement. Developers can further specify nine functional icons to indicate AI contribution across tasks such as ideation, data analysis, writing, translation, visuals, and design. ADVERTISEMENT The system, developed by the Dubai Future Foundation and endorsed by Sheikh Hamdan in his capacity as Chairman of its Board of Trustees, is compulsory for all Dubai government research and knowledge publications. Media content, academic papers, technical reports, videos, academic journals and other multimedia outputs must now prominently display the appropriate icons. For non-government creators, the icons are voluntary but available for ethical transparency. Sheikh Hamdan said transparency is essential for distinguishing human creativity from machine efficacy. He urged global content creators—researchers, publishers, writers, and designers—to adopt the new classification as a norm. On LinkedIn, he stated: 'Today, we launch the world's first Human–Machine Collaboration Icons…a new global benchmark in the age of AI,' inviting worldwide adoption. The initiative meets growing demands for clarity around AI-generated content in scientific, academic, and creative fields. As AI technologies such as generative models and automation tools proliferate, distinguishing authorship becomes increasingly complex. The HMC system addresses this by offering concise visual indicators of machine involvement throughout a document's lifecycle. Beyond classification, the icons offer practical guidelines. Each icon can appear on the cover, footer, or bibliography of a document, with no numerical thresholds assigned. The nine functional icons enable precise reporting by highlighting stages influenced by AI, such as data collection or translation. The system avoids quantification due to challenges in objectively assessing AI contribution levels. Dubai's icon strategy is modelled on enhancing trust in public knowledge creation. Government entities in Dubai must adopt the icons; private sector use is labelled 'opt-in and voluntary,' encouraging transparency across broader sectors. The icons aim to build credibility in educational materials, annual reports, research briefs, social media content, public-facing campaigns, and design outputs. Industry experts have broadly welcomed the initiative. Fast Company Middle East noted the dual-layer approach offers transparency without excessive complexity, while Economy Middle East reported Sheikh Hamdan's emphasis on the blurred lines between human art and machine output. Gulf News cited the icons as a tool for 'honest self-assessment,' reinforcing accountability among content creators. Academics and publishers are now exploring integration possibilities. The system could become a template for journal submission protocols or university publishing frameworks. Concerns persist about compliance monitoring and the potential for misuse—some question whether creators may understate AI contribution or apply icons inconsistently across formats. Dubai Future Foundation has emphasised that icons are free to use and do not require licensing; they are copyrighted but freely deployable, with no prior permission needed. The foundation's intention is to encourage natural adoption in scholarly work, media, and social channels, promoting a culture of transparency rather than regulatory enforcement. Global observers note that while Dubai is first, other cities and institutions are likely to follow. The HMC icons address growing demand from research communities for AI disclosure standards, amid debates over authorship attribution, peer review confidence, and reproducibility. Dubai's initiative closes a gap in ethical AI practice by establishing a clear visual code for machine involvement. As AI-generated content becomes ubiquitous, its success will depend on global uptake, consistent application, and alignment with existing ethics and publishing standards. In the meantime, Dubai's icons offer a blueprint for transparency, setting a new bar for content creation in the AI era.

Dubai Pioneers Tokenised Property Investment with Prypco Mint Launch
Dubai Pioneers Tokenised Property Investment with Prypco Mint Launch

Arabian Post

time25-05-2025

  • Business
  • Arabian Post

Dubai Pioneers Tokenised Property Investment with Prypco Mint Launch

Arabian Post Staff -Dubai Dubai has introduced the Middle East and North Africa's first tokenised real estate investment platform, Prypco Mint, enabling individuals to invest in fractional shares of ready-to-own properties starting from AED 2,000. This initiative, spearheaded by the Dubai Land Department in collaboration with Prypco and Ctrl Alt Solutions, aims to democratise access to the emirate's property market. Currently, the platform is accessible exclusively to holders of UAE Emirates IDs, with plans for global expansion in subsequent phases. Transactions are conducted solely in UAE Dirhams, and cryptocurrencies are not utilised during the pilot stage. Investors can access comprehensive property details, including pricing, risk factors, and technical specifications, ensuring transparency and informed decision-making. ADVERTISEMENT The project aligns with the Dubai Real Estate Sector Strategy 2033 and the Dubai Economic Agenda D33, which seek to position Dubai as a hub for smart real estate investment. Projections estimate that tokenised assets could account for up to 7% of Dubai's real estate market by 2033, equivalent to AED 60 billion . Regulatory oversight is provided by the DLD for physical real estate and the Virtual Assets Regulatory Authority for digital assets, ensuring an integrated and transparent approach. The Central Bank of the United Arab Emirates plays a pivotal role in overseeing the opening of corporate accounts linked to real estate tokenisation through the Client Money Account system, safeguarding investor funds until the purchase process is fully completed. Industry stakeholders have welcomed the initiative, viewing it as a significant step towards enhancing liquidity and accessibility in the property market. By enabling fractional ownership, the platform opens up investment opportunities to a broader base of investors, particularly those seeking smaller-scale investments.

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