{"id":907011,"date":"2024-12-19T09:29:08","date_gmt":"2024-12-19T09:29:08","guid":{"rendered":"https:\/\/www.capgemini.com\/pl-pl\/?post_type=client-story&#038;p=907011"},"modified":"2025-03-11T16:45:35","modified_gmt":"2025-03-11T16:45:35","slug":"enabling-evidence-based-education-decision-making-with-agentic-ai","status":"publish","type":"client-story","link":"https:\/\/www.capgemini.com\/pl-pl\/aktualnosci\/historie-naszych-klientow\/enabling-evidence-based-education-decision-making-with-agentic-ai\/","title":{"rendered":"Jak umo\u017cliwi\u0107 podejmowanie decyzji w edukacji opartych na dowodach dzi\u0119ki Agentic AI?"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_banner.png\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 68%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Client story<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Enabling evidence-based education decision-making with agentic AI<\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/div><\/div><div class=\"infoWrapper \"><div class=\"row\"><div class=\"col-md-4\"><span class=\"fieldName\">Partner: UNESCO<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">Region: Global<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">Industry: Public sector<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/pl-pl\/aktualnosci\/historie-naszych-klientow\/enabling-evidence-based-education-decision-making-with-agentic-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/pl-pl\/aktualnosci\/historie-naszych-klientow\/enabling-evidence-based-education-decision-making-with-agentic-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">ÎÚÑ»´«Ã½ teams up with UNESCO and AWS for the 7<sup>th<\/sup> edition of the Global Data Science Challenge to develop an agentic Gen AI system that can empower countries to make informed, evidence-based policy decisions to enhance foundational learning outcomes<\/h2><p class=\"intro-para-content\"><strong>Challenge:<\/strong> In response to the global learning crisis, UNESCO wanted to investigate the potential of Generative AI to leverage data insights for informed decision-making and improved learning outcomes.<br><strong>Solution: <\/strong>UNESCO harnesses the power of crowdsourcing, accessing diverse expertise from across ÎÚÑ»´«Ã½ to develop an agentic AI solution that could help analyze large-scale learning assessment data and suggest actions for improving learning.<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video section section--info-2cols section--insights section-video\"><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><h4 data-maxlength=\"34\"><\/h4><div class=\"video-info\"><p data-maxlength=\"68\"><\/p><\/div><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><div class=\"video-wrapper\"><iframe title=\"video-section\" src=\"https:\/\/www.youtube.com\/embed\/Ra0--tYSt4s\" frameborder=\"0\" rel=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p>The world faces a foundational learning crisis. Today, 251 million children around the world are out of school and nearly 70% of 10-year-olds in low and middle-income countries are unable to read or understand basic text. Tackling this gap in foundational learning is essential for achieving the United Nation\u2019s Sustainable Development Goal 4 on ensuring inclusive and equitable education and promoting lifelong learning opportunities for all.<\/p>\n\n\n\n<p>To address this challenge, ÎÚÑ»´«Ã½ partnered with UNESCO and our ongoing collaboration with AWS to develop a solution based on Generative AI capable of analyzing large-scale learning assessment data, which provides rich insights but is often underused, in particular in low- and middle-income countries due to their constraints in time, expertise, finance, and infrastructure. The collaboration between UNESCO and ÎÚÑ»´«Ã½ has the potential to enable countries to interpret the wealth of learning assessment data, facilitating evidence-based decisions that enhance learning outcomes, in this case, children\u2019s reading capabilities. &nbsp;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-driving-innovation-with-competition\"><strong>Driving innovation with competition<\/strong><\/h2>\n\n\n\n<p>This project was a perfect fit for ÎÚÑ»´«Ã½\u2019s Global Data Science Challenge (GDSC). By crowdsourcing the development process, the participants brought a tremendous variety of backgrounds and expertise while driving innovation with the power of competition. This approach had previously proven its value with successful efforts to apply AI for protecting biodiversity and studying oceanic environments.<\/p>\n\n\n\n<p>\u201cEvery year, we\u2019re excited to bring our collective experience to bear on an essential challenge,\u201d says Niraj Parihar, I&amp;D CEO, ÎÚÑ»´«Ã½. \u201cFocusing in on education, we saw the potential Gen AI had to process data and help leaders around the world make more informed decisions when it comes to education policy.\u201d<\/p>\n\n\n\n<p>In the seventh Global Data Science Challenge (GDSC), participants were tasked with building an AI education policy expert capable of analyzing and providing insights from the PIRLS 2021 dataset, one of the world&#8217;s most comprehensive studies of children&#8217;s reading literacy. Almost 1,500 participants joined the challenge and developed AI systems that could intelligently answer complex questions about educational trends, student performance, and teaching practices.<\/p>\n\n\n\n<figure class=\"wp-block-image alignright size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_image_1.jpg?w=960\" alt=\"\" class=\"wp-image-1080372\" style=\"width:576px;height:auto\"\/><\/figure>\n\n\n\n<p>By leveraging advanced large language models and agentic systems, the teams created solutions that could process and interpret data from 400,000 students across 57 countries to make sophisticated educational insights accessible to policymakers, educators, and researchers. The winning solutions demonstrated the ability to provide data-driven answers about everything from COVID-19&#8217;s impact on reading habits to 4<sup>th<\/sup> graders\u2019 reading habits and achievement, ultimately supporting UNESCO&#8217;s mission to ensure inclusive and equitable quality education for all.<\/p>\n\n\n\n<p>Across ÎÚÑ»´«Ã½, teams used AWS technology, including Amazon Bedrock and SageMaker, to explore the possibilities. While learning to use the latest technology, teams collaborated and competed with each other to develop, train, and test their models.<\/p>\n\n\n\n<p><em>&nbsp;<\/em>\u201cUNESCO believes that AI, and, in particular, generative AI \u2013 if developed and deployed with a strong ethical foundation and a human-centered approach \u2013 can be a powerful tool to&nbsp;support policy makers, school leaders and educators in providing targeted assistance to learners,\u201d says Borhene Chakroun, Director for Policy and Lifelong Learning Systems at UNESCO.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-breakthroughs-in-ai-for-education-policy-and-practice\"><strong>Breakthroughs in AI for education policy and practice<\/strong><\/h2>\n\n\n\n<p>By the end of the GDSC, a panel comprised of representatives from UNESCO, AWS, and ÎÚÑ»´«Ã½ selected a winning team after a thorough comparison of numerous models against the stated objectives. The chosen agentic AI solution demonstrates how to query and understand large datasets, combine this information with other verified sources of data, and explain the result both visually and as text.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/GDSC-DPIR9-diagram.png\" alt=\"\" class=\"wp-image-1080849\"\/><\/figure>\n\n\n\n<p>\u201cThe teaching and learning experience are absolutely vital for the future of our planet and for global peace,\u201d explains Mike Miller, Senior Principal Product Lead, Generative AI, AWS. \u201cThroughout the competition, we\u2019ve seen how generative AI can help make education more effective around the world and enable our global community to commit to more sustainable development.\u201d<\/p>\n\n\n\n<p>The winning team, insAIghtED, developed an innovative solution aimed at enhancing educational insights using advanced AI agents. Their model leverages the PIRLS 2021 database, which provides structured, sample-based data on reading abilities among 4th graders around the world.<\/p>\n\n\n\n<p>However, recognizing the limitations of relying solely on this dataset, the team expanded their model to incorporate additional data sources such as GDP, life expectancy, population statistics, and even YouTube content. This multi-agent AI system is designed to provide nuanced insights for educators and policymakers, offering short answers, data visualizations, elaborated explanations, and even a fun section to engage users.&nbsp;<\/p>\n\n\n\n<p>The architecture of the solution involves a lead data analyst, data engineer, chart preparer, and data scientist, each contributing to different aspects of the model&#8217;s functionality. The system is capable of querying databases, aggregating data, performing internet searches, and preparing elaborated answers. By integrating various data sources and employing state-of-the-art AI frameworks like Langchain and crewAI, the insAIghtED model delivers impactful, real-world insights that go beyond the numbers, helping to address complex educational challenges and trends.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image alignright size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/UNESCO_GDSC_client_story_web_image_2.jpg?w=960\" alt=\"\" class=\"wp-image-1080373\" style=\"width:587px;height:auto\"\/><\/figure>\n\n\n\n<p>\u201cWe\u2019re unbelievably proud to be a part of this project. The GDSC is always an exciting opportunity, and this time was no different,\u201d says Niraj Parihar. \u201cThe collaboration between ourselves, UNESCO, and AWS has showed the positive potential of Gen AI and taken a step in the advancement of a more data-driven decision-making in education.\u201d<\/p>\n\n\n\n<p>Already, this Generative AI solution can make data-based insights accessible to everyone, offering guidance previously available only to experts. This democratization of data and what it reveals has the capacity to guide action all over the world as policymakers can instantly access insights and evidence that help them make informed decisions about education.<\/p>\n\n\n\n<p>Furthermore, UNESCO and ÎÚÑ»´«Ã½ are committed to improving learning outcomes worldwide by releasing the solution under an open-source license. This will allow for global adaptation and use, contributing to a shared public good.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"section latestStoriesBlock \"><div class=\"container\"><div class=\"contentTitle\"><h2 class=\"story-heading\">Client stories<\/h2><\/div><div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-4 col-lg-8\">\n\t\t\t\t\t\t<div class=\"storyBox \">\n\t\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/protecting-biodiversity-by-listening-to-insects\/\" aria-label=\"Protecting biodiversity by listening to insects\"  tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/GDSC6_CaseStudy_WebBanner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/GDSC6_CaseStudy_WebBanner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/GDSC6_CaseStudy_WebBanner.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/GDSC6_CaseStudy_WebBanner.jpg\" alt=\"data science and artificial intelligence\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t\t<span class=\"storyTag\">GDSC<\/span>\n\t\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/protecting-biodiversity-by-listening-to-insects\/\" aria-label=\"Protecting biodiversity by listening to insects\" >\n\t\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">Protecting biodiversity by listening to insects<\/h3>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"col-md-8 col-lg-4\"><div class=\"row\"><div class=\"storyBox btmSpaceThreeStory col-lg-12 col-md-6\">\n\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/harnessing-the-power-of-ai-to-combat-river-blindness\/\"  aria-label=\"Harnessing the power of AI to combat River Blindness\" tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/11\/image002.png?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/11\/image002.png?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/11\/image002.png?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/11\/image002.png\" alt=\"Power of AI\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t<span class=\"storyTag\">GDSC<\/span>\n\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/harnessing-the-power-of-ai-to-combat-river-blindness\/\"  aria-label=\"Harnessing the power of AI to combat River Blindness\">\n\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">Harnessing the power of AI to combat River Blindness<\/h3>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"storyBox btmSpaceThreeStory col-lg-12 col-md-6\">\n\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/deepening-our-knowledge-of-the-ocean-with-ai-and-machine-learning\/\"  aria-label=\"Deepening our knowledge of the ocean with AI and machine learning\" tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Client-Stories_Ocean-AI.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Client-Stories_Ocean-AI.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Client-Stories_Ocean-AI.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Client-Stories_Ocean-AI.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t<span class=\"storyTag\">GDSC<\/span>\n\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/deepening-our-knowledge-of-the-ocean-with-ai-and-machine-learning\/\"  aria-label=\"Deepening our knowledge of the ocean with AI and machine learning\">\n\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">Deepening our knowledge of the ocean with AI and machine learning<\/h3>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><\/div><\/div><\/section>\n\n\n\t\t<section class=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader 18276bf5-8dd3-431f-8806-fd0d9a83635e\">\n\t\t\t\t\t\t\t\t<div class=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide active \">\n\t\t\t\t\t\t\t<div class=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-sapphire3\">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 box-inner \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\" data-maxlength=\"68\" title=\"Public sector\">Public sector<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\" title=\"Governments\u00a0and public sector organizations are leading 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srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/ÎÚÑ»´«Ã½_Industries_Public-Sector-1.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/ÎÚÑ»´«Ã½_Industries_Public-Sector-1.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/ÎÚÑ»´«Ã½_Industries_Public-Sector-1.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/ÎÚÑ»´«Ã½_Industries_Public-Sector-1.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" class=\"box-img\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/ÎÚÑ»´«Ã½_Industries_Public-Sector-1.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t style=\"\" alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\"><\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t","protected":false},"excerpt":{"rendered":"<p>ÎÚÑ»´«Ã½ wsp\u00f3\u0142pracuje z UNESCO i AWS przy si\u00f3dmej edycji Global Data Science Challenge, aby opracowa\u0107 system agentowej sztucznej inteligencji, kt\u00f3ra pomo\u017ce krajom podejmowa\u0107 \u015bwiadome decyzje polityczne oparte na dowodach. W efekcie ma to na celu popraw\u0119 podstawowych wynik\u00f3w edukacyjnych.<\/p>\n","protected":false},"author":211,"featured_media":907012,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"d1d0a63d-82da-4847-a313-59a956451dc8\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"footnotes":"","client_logo_id":0,"client_logo_url":"","primary_term":"","featured_focal_points":""},"tags":[360,373,477],"brand":[430],"service":[210],"industry":[29],"partners":[],"country":[],"content-group":[],"class_list":["post-907011","client-story","type-client-story","status-publish","has-post-thumbnail","hentry","tag-client-story","tag-public-sector","tag-sustainability","brand-capgemini","service-data-ai","industry-public-sector"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jak umo\u017cliwi\u0107 podejmowanie decyzji w edukacji opartych na dowodach dzi\u0119ki Agentic AI? - ÎÚÑ»´«Ã½ Poland<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.capgemini.com\/pl-pl\/aktualnosci\/historie-naszych-klientow\/enabling-evidence-based-education-decision-making-with-agentic-ai\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak umo\u017cliwi\u0107 podejmowanie decyzji w edukacji opartych na dowodach dzi\u0119ki Agentic AI?\" \/>\n<meta property=\"og:description\" content=\"ÎÚÑ»´«Ã½ wsp\u00f3\u0142pracuje z UNESCO i AWS przy si\u00f3dmej edycji Global Data Science Challenge, aby opracowa\u0107 system agentowej sztucznej inteligencji, kt\u00f3ra pomo\u017ce krajom podejmowa\u0107 \u015bwiadome decyzje polityczne oparte na dowodach. 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