{"id":9886,"date":"2025-07-17T18:00:03","date_gmt":"2025-07-17T16:00:03","guid":{"rendered":"https:\/\/shams-alyaoum.com\/en\/?p=9886"},"modified":"2025-07-17T18:04:33","modified_gmt":"2025-07-17T16:04:33","slug":"dubai-launches-worlds-first-icon-classification-for-human-machine-collaboration-in-research-and-publications","status":"publish","type":"post","link":"https:\/\/shams-alyaoum.com\/en\/dubai-launches-worlds-first-icon-classification-for-human-machine-collaboration-in-research-and-publications\/","title":{"rendered":"Dubai launches world\u2019s first icon classification for Human\u2013Machine Collaboration in research and publications"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"666\" src=\"https:\/\/shams-alyaoum.com\/en\/wp-content\/uploads\/2025\/07\/photo-1k-9.jpg\" alt=\"\" class=\"wp-image-9887\" srcset=\"https:\/\/shams-alyaoum.com\/en\/wp-content\/uploads\/2025\/07\/photo-1k-9.jpg 1000w, https:\/\/shams-alyaoum.com\/en\/wp-content\/uploads\/2025\/07\/photo-1k-9-300x200.jpg 300w, https:\/\/shams-alyaoum.com\/en\/wp-content\/uploads\/2025\/07\/photo-1k-9-768x511.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\"><strong>Classification system sets new standard for transparency in the age of AI-assisted knowledge creation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dubai has launched the world\u2019s first icon-based classification system to represent the level of human\u2013machine collaboration in the process of producing research, publications, and public-facing content.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Developed by the&nbsp;<strong>Dubai Future Foundation (DFF)<\/strong>, the&nbsp;<strong>Human\u2013Machine Collaboration (HMC) Icons<\/strong>&nbsp;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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>His Highness Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum<\/strong>, Crown Prince of Dubai, Deputy Prime Minister, Minister of Defence, and Chairman of the Board of Trustees of DFF, said: \u201cDistinguishing 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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cWe invite researchers, writers, publishers, designers, and content creators around the world to adopt this new global classification system,\u201d His Highness added.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unlike existing tools that focus on outputs or authorship, the HMC Icons focus on the&nbsp;<strong>process<\/strong>&nbsp;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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The classification system features&nbsp;<strong>f<\/strong><strong>ive core icons<\/strong>&nbsp;representing the degree of human\u2013machine collaboration (from All Human to All Machine), as well as&nbsp;<strong>nine functional icons<\/strong>&nbsp;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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system was developed in response to a question raised in the 2024 edition of Dubai Future Foundation\u2019s Global 50 report: \u2018What if we had a Turing Declaration for human intelligence?\u2019 The HMC Icons present Dubai\u2019s answer: a practical framework that sets a new benchmark for research integrity and content transparency.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Classification system sets new standard for transparency in the age of AI-assisted knowledge creation Dubai has launched the world\u2019s first icon-based classification system to represent the level of human\u2013machine collaboration in the process of producing research, publications, and public-facing content. Developed by the&nbsp;Dubai Future Foundation (DFF), the&nbsp;Human\u2013Machine Collaboration (HMC) Icons&nbsp;offer a new global standard for &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[9,1310,1280],"class_list":["post-9886","post","type-post","status-publish","format-standard","hentry","category-news","tag-business","tag-general","tag-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dubai launches world\u2019s first icon classification for Human\u2013Machine Collaboration in research and publications - Magazine Shams Al Yaoum<\/title>\n<meta name=\"description\" content=\"Classification system sets new standard for transparency in the age of AI-assisted knowledge creation Dubai has launched the world\u2019s first icon-based\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/shams-alyaoum.com\/en\/dubai-launches-worlds-first-icon-classification-for-human-machine-collaboration-in-research-and-publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dubai launches world\u2019s first icon classification for Human\u2013Machine Collaboration in research and publications - 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