{"id":1014747,"date":"2024-04-02T08:58:55","date_gmt":"2024-04-02T15:58:55","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-project&#038;p=1014747"},"modified":"2024-09-19T09:50:54","modified_gmt":"2024-09-19T16:50:54","slug":"fundamental-rights-ai-for-good","status":"publish","type":"msr-project","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/project\/fundamental-rights-ai-for-good\/","title":{"rendered":"Fundamental Rights &#8211; AI for Good"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"720\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720.jpg\" class=\"attachment-full size-full\" alt=\"A person carrying water\" style=\"object-position: 97% 66%\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720.jpg 1920w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-300x113.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-1024x384.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-768x288.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-1536x576.jpg 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-1600x600.jpg 1600w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/AI4Good-Fundamental_Rights_1920x720-240x90.jpg 240w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/group\/ai-for-good-research-lab\/\" class=\"icon-link icon-link--reverse mb-2\" data-bi-cN=\"AI for Good Lab\">\n\t\t\t\t\t\t\t\t\t<span class=\"c-glyph glyph-chevron-left\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t\t\t\tAI for Good Lab\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading\" id=\"fundamental-rights\">Fundamental rights<\/h1>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/corporate-responsibility\/protect-fundamental-rights\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more<\/a><\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<div class=\"wp-block-media-text has-vertical-margin-small  has-vertical-padding-none  is-stacked-on-mobile is-vertically-aligned-top\" style=\"grid-template-columns:40% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-1024x576.jpg\" alt=\"Satellite map of a town\" class=\"wp-image-1017900 size-full\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI-Driven-Solutions.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"ai-driven-solutions\">AI-driven solutions<\/h2>\n\n\n\n<p>In today&#8217;s evolving landscape, safeguarding fundamental rights is crucial, especially in addressing the aftermath of natural disasters, which disproportionately impact vulnerable communities. Climate change puts millions in danger and causes significant economic losses. With help from AI, governments and emergency responders can better anticipate crises, and deploy targeted interventions that save lives and minimize damage. Simultaneously, advancing individuals&#8217; rights to accessible digital technology is vital. Without it, access to education, healthcare, jobs, and essential services is limited, hindering the ability to fully participate and thrive in society.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.linkedin.com\/pulse\/world-seen-full-better-juan-m-lavista-ferres-y96hc\/?trackingId=b4O%2B2RjSrTEfsBW1XMR0VA%3D%3D\">A world seen in full is a better world<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading\" id=\"empower-communities-to-take-anticipatory-action-with-early-warnings\">Empower communities to take anticipatory action with early warnings<\/h2>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-1024x576.jpg\" alt=\"aerial view of Mathura, India\" class=\"wp-image-1020981\" style=\"object-fit:cover\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/04\/I-3-At-risk-communities.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Identifying at-risk communities<\/h4>\n\n\n\n<p>Traditional population mapping often overlooks communities amidst unplanned growth and migration. Microsoft&#8217;s AI for Good Lab, partnering with <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.planet.com\/pulse\/ihme-microsoft-and-planet-collaborate-to-map-climate-vulnerable-populations-in-unprecedented-detail\/\">Planet<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> and the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.healthdata.org\/understanding-where-people-live-and-how-climate-change-may-impact-them-can-help-us-plan-and-respond?linkId=100000230364872\">Institute for Health Metrics and Evaluation (IHME)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, employs satellite imagery and AI to produce high-resolution population maps for better climate-event resilience.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/video\/the-prompt-with-trevor-noah-episode-1-ihme-population-mapping\/\" target=\"_blank\" rel=\"noreferrer noopener\">Video<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-1024x576.jpg\" alt=\"AI for Good - a rural African woman carrying a large basket of leaves on her head as she walks between trees on a farm\" class=\"wp-image-1015029\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-4_Forecasting-hunger_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Advanced forecasting for hunger<\/h4>\n\n\n\n<p>With 690 million people facing hunger in 2020, worsened by climate disasters, urgent assistance is vital. A study by Microsoft AI for Good Lab and Catholic Relief Services used machine learning to predict food insecurity in southern Malawi with 83% accuracy up to 4 months ahead, aiding informed decisions for proactive interventions.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/food-security-analysis-and-forecasting-a-machine-learning-case-study-in-southern-malawi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Publication<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/medium.com\/data-policy\/forecasting-food-insecurity-levels-in-near-real-time-using-a-machine-learning-framework-24b553f70aca\" target=\"_blank\" rel=\"noreferrer noopener\">Blog<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-1024x576.jpg\" alt=\"AI for Good - SEEDS #BeatTheHeat program in India\" class=\"wp-image-908319\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-343x193.jpg 343w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/12\/AI-for-Good_SEEDS-BeatTheHeat_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Targeted early warnings with risk maps<\/h4>\n\n\n\n<p>Extreme heat poses a significant global threat, especially in densely populated areas where soaring indoor temperatures endanger vulnerable populations. <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.seedsindia.org\/portfolio\/ai-for-humanitarian-action-with-microsoft\/\">SEEDS<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, in collaboration with Microsoft AI for Good Lab, developed AI models that provide targeted early warnings, resource allocation, and actionable insights.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/arxiv.org\/abs\/2211.11636\" target=\"_blank\" rel=\"noreferrer noopener\">Publication<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/video\/the-prompt-with-trevor-noah-episode-2-how-is-ai-protecting-vulnerable-communities\/\" target=\"_blank\" rel=\"noreferrer noopener\">Video<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<blockquote class=\"wp-block-quote is-style-spectrum--blue-green is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;A very important component to measuring health and being able to provide services is knowing where people live in the world.\u201d<\/p>\n<cite>\u2013 Dr. Emmanuela Gakidou, The Institute for Health Metrics and Evaluation<\/cite><\/blockquote>\n\n\n\n<p><\/p>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading\" id=\"empower-communities-to-take-anticipatory-action-with-early-warnings\">Protect communities with accurate and rapid response to climate events<\/h2>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-1024x576.jpg\" alt=\"AI for Good - photo of people and heavy equipment cleaning up the aftermath of a major earthquake in Turkey\" class=\"wp-image-1015032\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-6_Turkey-earthquake_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Reliable data is vital to relief efforts<\/h4>\n\n\n\n<p>After earthquakes in Afghanistan and Turkey-Syria region, aid organizations faced obstacles due to limited data. With over 56,400 lives lost and millions impacted, Microsoft AI for Good Lab collaborated with Planet Labs to deploy AI models for rapid building identification and damage assessment, highlighting the importance of technology in improving disaster relief efforts.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2023\/02\/Turkey-Earthquake-Report-2_MS.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Publication<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.linkedin.com\/pulse\/world-seen-full-better-juan-m-lavista-ferres-y96hc%3FtrackingId=tNIzbLqvyUqRS%252B%252BFSOlHCw%253D%253D\/?trackingId=tNIzbLqvyUqRS%2B%2BFSOlHCw%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Blog<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-1024x576.jpg\" alt=\"AI for Good - an aerial view of Lahaina Maui that shows which areas were devastated by fire in August 2023\" class=\"wp-image-1015035\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-7_Lahaina-fire_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Rapid response means saving lives<\/h4>\n\n\n\n<p>Over 100 lives were lost in the Lahaina fire, and 2,810 buildings were extensively damaged, causing displacement and over $6 billion in damage. AI-powered damage assessments completed within four hours with 97% accuracy facilitated swift provision of actionable maps to the American Red Cross and emergency groups.<br><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ojs.aaai.org\/index.php\/AAAI\/article\/view\/17797\" target=\"_blank\" rel=\"noreferrer noopener\">Publication<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.linkedin.com\/pulse\/fighting-wildfire-ai-juan-m-lavista-ferres%3FtrackingId=xvpXAYWBTs62a3OXcYwosw%253D%253D\/?trackingId=xvpXAYWBTs62a3OXcYwosw%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Blog<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.geekwire.com\/2023\/wildfires-and-microsoft-and-amazon\/\" target=\"_blank\" rel=\"noreferrer noopener\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-1024x576.jpg\" alt=\"Geospatial building damage assessment predictions\" class=\"wp-image-815104\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-343x193.jpg 343w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2022\/01\/Geospatial_BuildingDamage-predictions_01-2022_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Geospatial fundamentals<\/h4>\n\n\n\n<p>Learn basic skills on AI and Disaster Management through a specialized course on Coursera with our partner <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.coursera.org\/learn\/ai-and-disaster-management?specialization=ai-for-good\">Deeplearning.ai<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, exploring mitigation, preparation, response, and recovery. Or solve a machine learning problem end to end in <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/deep-learning-indaba\/indaba-pracs-2023\/blob\/geoai\/practicals\/geospatial_machine_learning.ipynb\">Let&#8217;s Map Africa<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. Our materials are here to support your learning journey.<br><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/deep-learning-indaba\/indaba-pracs-2023\/blob\/geoai\/practicals\/geospatial_machine_learning.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">Github Library<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<blockquote class=\"wp-block-quote is-style-spectrum--blue-green is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cOur preliminary damage assessment process is days ahead of our typical timeframe, thanks to a donation of time, expertise and technology from Microsoft\u2019s AI for Good Research Lab that is using AI models and satellite imagery to analyze the extent of the damage\u201d<\/p>\n<cite>\u2013 Brad Kieserman, American Red Cross<\/cite><\/blockquote>\n\n\n\n<p><\/p>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading\" id=\"empower-communities-to-take-anticipatory-action-with-early-warnings\">Increasing equity, accessibility and cultural preservation<\/h2>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-1024x576.jpg\" alt=\"AI for Good - an expansive view of barns, a home, and other outbuildings on a rural farm\" class=\"wp-image-1015038\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/03\/AI4Good_I-9_Airband_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Close the connectivity gap<\/h4>\n\n\n\n<p>Approximately 2.7 billion people globally lack internet access. Our commitment with partners aims to provide internet access to 250 million people in underserved communities worldwide enabling participation in education, work, telehealth, and beyond.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-497c4cc1 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/corporate-responsibility\/airband\" target=\"_blank\" rel=\"noreferrer noopener\">Airband Initiative<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/aka.ms\/DigitalEquityMaps\">Visualization<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-1024x576.png\" alt=\"Blind person showing someone the Seeing AI App on phone outside in a wooded setting.\" class=\"wp-image-1085370\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-1024x576.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-300x169.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-768x432.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-1066x600.png 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-655x368.png 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-240x135.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-640x360.png 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3-960x540.png 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2020\/10\/SeeingAI3.png 1149w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Promote accessibility and inclusion<\/h4>\n\n\n\n<p>We are committed to accessible technology and advocating for policies that recognize accessibility as a fundamental right. With over 285 million worldwide experiencing vision impairment, Seeing AI helps blind and low-vision people navigate their daily lives with AI.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/youtu.be\/vCsg-Sbb5vE\" target=\"_blank\" rel=\"noreferrer noopener\">Watch<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/banknote-net-open-dataset-for-assistive-universal-currency-recognition\/\">Publication<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/microsoft\/banknote-net\">Github<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-1024x576.jpg\" alt=\"Tank being released onto Normandy beach\" class=\"wp-image-1057974\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-1024x576.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-300x169.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-768x432.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-1066x600.jpg 1066w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-655x368.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-240x135.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-640x360.jpg 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-960x540.jpg 960w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday-1280x720.jpg 1280w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/Military-tank_Dday.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"population-mapping-protects-vulnerable-communities\">Preserve our cultural heritage<\/h4>\n\n\n\n<p>Harnessing the power of AI, we honor the past and connect to the future with the &#8220;Thread of Memory.&#8221; This immersive digital experience takes you on a captivating journey through the pivotal events of D-Day, bringing history to life and preserving it for future generations.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.thethreadofmemory.com\/en\/home\" target=\"_blank\" rel=\"noreferrer noopener\">Website<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/unlocked.microsoft.com\/d-day\/\" target=\"_blank\" rel=\"noreferrer noopener\">Article<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Microsoft is committed to strengthening communities and empowering the organizations that help them thrive. We have a responsibility to protect people\u2019s fundamental rights, and help all communities succeed.<\/p>\n","protected":false},"featured_media":1033209,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556],"msr-locale":[268875],"msr-impact-theme":[261670],"msr-pillar":[],"class_list":["post-1014747","msr-project","type-msr-project","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"","related-publications":[1020171,920430,936363,949443,957576,957582,959733,1007853,1007859,900249,1024761,1090491,1097580,1115781,1115796,1115802,1115814,617997,899397,899205,899082,885015,837169,821485,809140,808807,802924,760624,745216,706030,696790,637458],"related-downloads":[],"related-videos":[],"related-groups":[696544],"related-events":[],"related-opportunities":[],"related-posts":[],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[],"msr_research_lab":[],"msr_impact_theme":["Resilience"],"_links":{"self":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1014747","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":70,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1014747\/revisions"}],"predecessor-version":[{"id":1085700,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1014747\/revisions\/1085700"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media\/1033209"}],"wp:attachment":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1014747"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1014747"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1014747"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=1014747"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=1014747"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}