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Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications
Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications

Mid East Info

time5 days ago

  • Science
  • Mid East Info

Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications

Classification system sets new standard for transparency in the age of AI-assisted knowledge creation Dubai-United Arab Emirates: Dubai has launched the world's first icon-based classification system to represent the level of human–machine collaboration in the process of producing research, publications, and public-facing content. Developed by the Dubai Future Foundation (DFF), the Human–Machine Collaboration (HMC) Icons offer a new global standard for transparency, clearly indicating the extent to which humans and AI worked together throughout the creation process. The classification is free to use, copyrighted for consistency, and openly available for researchers, publishers, and content creators worldwide. His Highness 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 of DFF, said: 'Distinguishing between human and AI-generated content has become a major challenge. That is why we have launched a new framework to define the level of collaboration between humans and machines across all forms of content. 'We invite researchers, writers, publishers, designers, and content creators around the world to adopt this new global classification system,' His Highness added. Unlike existing tools that focus on outputs or authorship, the HMC Icons focus on the process behind the work, from ideation and data analysis to writing, translation, and design. The system applies to academic papers, reports, visual content, and educational materials. The classification system features five core icons representing the degree of human–machine collaboration (from All Human to All Machine), as well as nine functional icons indicating which specific parts of the process a machine has contributed to. They are: ideation, literature review, data collection, data analysis, data interpretation, writing, translation, visuals, and design. By using these icons, institutions and individuals can demonstrate responsible AI use, reinforce human leadership in research production, and foster greater trust in an era increasingly shaped by machine learning tools. The system was developed in response to a question raised in the 2024 edition of Dubai Future Foundation's Global 50 report: 'What if we had a Turing Declaration for human intelligence?' The HMC Icons present Dubai's answer: a practical framework that sets a new benchmark for research integrity and content transparency.

Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications
Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications

Web Release

time5 days ago

  • Science
  • Web Release

Dubai launches world's first icon classification for Human–Machine Collaboration in research and publications

Dubai has launched the world's first icon-based classification system to represent the level of human–machine collaboration in the process of producing research, publications, and public-facing content. Developed by the Dubai Future Foundation (DFF), the Human–Machine Collaboration (HMC) Icons offer a new global standard for transparency, clearly indicating the extent to which humans and AI worked together throughout the creation process. The classification is free to use, copyrighted for consistency, and openly available for researchers, publishers, and content creators worldwide. His Highness 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 of DFF, said: 'Distinguishing between human and AI-generated content has become a major challenge. That is why we have launched a new framework to define the level of collaboration between humans and machines across all forms of content. 'We invite researchers, writers, publishers, designers, and content creators around the world to adopt this new global classification system,' His Highness added. Unlike existing tools that focus on outputs or authorship, the HMC Icons focus on the process behind the work, from ideation and data analysis to writing, translation, and design. The system applies to academic papers, reports, visual content, and educational materials. The classification system features five core icons representing the degree of human–machine collaboration (from All Human to All Machine), as well as nine functional icons indicating which specific parts of the process a machine has contributed to. They are: ideation, literature review, data collection, data analysis, data interpretation, writing, translation, visuals, and design. By using these icons, institutions and individuals can demonstrate responsible AI use, reinforce human leadership in research production, and foster greater trust in an era increasingly shaped by machine learning tools. The system was developed in response to a question raised in the 2024 edition of Dubai Future Foundation's Global 50 report: 'What if we had a Turing Declaration for human intelligence?' The HMC Icons present Dubai's answer: a practical framework that sets a new benchmark for research integrity and content transparency. Download the icons and learn more at

10 megatrends shaping future; 50 key new opportunities
10 megatrends shaping future; 50 key new opportunities

Trade Arabia

time17-03-2025

  • Business
  • Trade Arabia

10 megatrends shaping future; 50 key new opportunities

Dubai Future Foundation (DFF) has launched the fourth edition of the 'Future Opportunities: The Global 50' report, igniting global dialogues to harness promising opportunities and global trends in service of humanity's future. The report outlines 50 key opportunities across five critical areas: Health Reimagined, Nature Restored, Societies Empowered, Systems Optimised, and Transformational. These insights aim to drive growth, address emerging challenges, and prepare industries for a rapidly evolving future. The launch of this annual fourth edition brings the total number of future opportunities identified since the report's inception to 200, capable of generating over 1,000 actionable ideas across economic, societal, technological, and legal domains. 10 Megatrends Shaping the Future The report highlights ten megatrends that will significantly influence these opportunities: Materials Revolutions, Boundless Multidimensional Data, Technological Vulnerabilities, Energy Boundaries, Evolving Ecosystems, Borderless World–Fluid Economies, Digital Realities, Life with Autonomous Robots and Automation, Future Humanity, and Advanced Health and Nutrition. These trends are based on key indicators, including the expansion of 6G networks, the rapid evolution of artificial intelligence, advancements in energy technologies, and increased reliance on robotics and unmanned aerial vehicles. The Global 50 report provides insights into the potential impact of these opportunities across many vital sectors, including health, space, energy, transportation, data, and the global economy. Developed in collaboration with global experts and numerous DFF partners, the report serves as a strategic roadmap for navigating the future of industries and societies. Mohammad Abdullah Al Gergawi, Vice Chairman of the Board of Trustees and Managing Director of DFF, highlighted the report's role as a call for collective action and the strengthening of effective partnerships to support individuals, institutions, and governments in transforming future opportunities into tangible achievements. 'The report embodies a platform for inspiring new ideas and future opportunities that support the global foresight ecosystem and open new horizons for designing the best possible future,' Al Gergawi stated. Al Gergawi also emphasised the need for proactive and strategic responses in a world of accelerating change. 'Foresight is not just about exploration or speculation. It is about deliberate action driven by the pursuit of growth, prosperity, and well-being. The future is not a fixed destination; it is an ongoing series of experiences shaped by intent and action. Anticipating change requires more than imagining scenarios; it involves exploring unfamiliar paths and maintaining an open mind. Success will come from reflecting, adapting, and acting decisively. Progress is built on agility, resilience, and the courage to innovate,' Al Gergawi explained. Health Reimagined Advancements in healthcare are redefining mental well-being, with brainwave-driven relaxation and AI-powered mental health solutions at the forefront. Pandemic response is accelerating through cutting-edge innovations, while nanotechnology is revolutionising precision medicine with targeted drug delivery. Digital twins are enhancing early disease detection, breath-based diagnostics are emerging, and fungi-based therapies are being explored to strengthen immunity. Nature Restored Smart technology and biomaterials are optimising sustainability, creating stronger connections between people and nature. 4D-printed habitats are enhancing biodiversity, while advanced filtration systems are improving water quality. Ocean energy is becoming a major renewable power source, and advancements in clean energy storage and marine byproduct repurposing are driving environmental restoration. Societies Empowered AI and automation are driving greater accessibility in healthcare and education. New policymaking approaches are reshaping governance, while career planning is becoming increasingly personalised. Expanding access to sustainable water and supporting female entrepreneurs are fostering economic inclusion. Meanwhile, advancements in fitness technologies, climate resilience strategies, and AI-driven social justice initiatives are paving the way for more equitable communities. Systems Optimised Efficiency is being redefined with energy-saving materials, new economic metrics, and open-access research. Industries are streamlining processes through personalised nutrition, optimised logistics, and faster patenting systems. AI-driven disaster prevention is enhancing global preparedness, while sustainable energy solutions are securing long-term resource stability. Transformational

Dubai Future Foundation Unveils 'Future Opportunities: The Global 50' Report
Dubai Future Foundation Unveils 'Future Opportunities: The Global 50' Report

Hi Dubai

time17-03-2025

  • Business
  • Hi Dubai

Dubai Future Foundation Unveils 'Future Opportunities: The Global 50' Report

The Dubai Future Foundation (DFF) has launched the fourth edition of its annual report, Future Opportunities: The Global 50, inviting global discussions aimed at harnessing emerging opportunities and trends for the betterment of humanity. With this new edition, the DFF has now identified 200 opportunities that can generate over 1,000 actionable ideas spanning economic, societal, technological, and legal domains. This year's report delves into the top 10 global megatrends that are set to elevate the quality of life, fuel sectoral growth, and optimize government performance in the coming decades. Among the trends are advancements in 6G networks, artificial intelligence, robotics, and breakthroughs in energy technologies. The report outlines 50 key opportunities within five areas: Health Reimagined, Nature Restored, Societies Empowered, Systems Optimised, and Transformational . These opportunities aim to drive growth, address global challenges, and prepare industries for a future shaped by rapid change. Mohammad Abdullah Al Gergawi, Vice Chairman of DFF, emphasized the report's role in encouraging collective action to transform these opportunities into tangible achievements. He stressed the need for proactive, strategic responses to an ever-changing world, stating, "Foresight is not about speculation but deliberate action driven by growth, prosperity, and well-being." The Global 50 report is a collaborative effort with global experts and DFF partners, serving as a strategic blueprint for navigating future challenges across various industries, including healthcare, energy, space, and transportation. For more insights, download the full report in both English and Arabic here. News Source: Emirates News Agency

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