{"id":22698,"date":"2025-12-17T07:26:05","date_gmt":"2025-12-17T15:26:05","guid":{"rendered":"https:\/\/unlocked.microsoft.com\/?post_type=stories&#038;p=22698"},"modified":"2026-04-17T09:35:02","modified_gmt":"2026-04-17T16:35:02","slug":"straznicy-swojego-srodowiska","status":"publish","type":"stories","link":"https:\/\/unlocked.microsoft.com\/pl\/straznicy-swojego-srodowiska\/","title":{"rendered":"Stra\u017cnicy swojego \u015brodowiska"},"content":{"rendered":"\n<style>\n[data-theme=analogous-dark-red-orange] {\n    --theme-text: #fbee99;\n    --theme-text-secondary: #fbee99;\n    --theme-text-tertiary: #fbee99;\n    --theme-button: #fbee99;\n    --theme-filter: #fbee99;\n    --theme-focus: #fbee99;\n    --theme-overlay-text: #fbee99;\n    --theme-overlay-text-secondary: #fbee99;\n    --theme-overlay-button: #fbee99;\n    --theme-overlay-focus: #fbee99;\n}\n<\/style>\n\n    <div id=\"block_bea6ddc216bfbbda555ba591ac73a13c\" class=\"js-card js-full-width-feature fullwidth-feature fullwidth-feature--f-bottom fullwidth-feature--overlay-ultradark theme-overlay transition--media\" style=\"\">\n        <!-- Scrim -->\n                    <div class=\"fullwidth-feature__scrim\"><\/div>\n        \n        <div class=\"fullwidth-feature__wrapper js-full-width-feature-wrapper\">\n                        <div class=\"fullwidth-feature__header-wrapper transition--in-up js-full-width-feature-header\">\n\n                <!-- Heading -->\n                            <h1 class=\"fullwidth-feature__header fullwidth-feature__header__size-h2 \">\n                        Stra\u017cnicy swojego \u015brodowiska                        <\/h1>\n        \n                <!-- Eyebrow -->\n                \n                <!-- Author -->\n                \n            <\/div>\n            <div class=\"fullwidth-feature__excerpt-wrapper transition--in-up js-full-width-feature-excerpt\">\n\n                <!-- Excerpt -->\n                            <div class=\"fullwidth-feature__excerpt\">\n                                    System mapowania obozu dla uchod\u017ac\u00f3w Kakuma przechodzi modernizacj\u0119 dzi\u0119ki aktywnemu zaanga\u017cowaniu jego mieszka\u0144c\u00f3w                                <\/div>\n        \n                <!-- CTA -->\n                \n                <!-- Download CTA -->\n                \n            <\/div>\n        <\/div>\n\n        <!-- Media -->\n        \n<div class=\"unlocked-media media-image js-media-image media--no-radius media-video--overlay-ultradark theme-overlay\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01.jpg 1200w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-256x144.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-480x270.jpg 480w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-768x432.jpg 768w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-1024x576.jpg 1024w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01.jpg\"\n                                    width=\"1200\"\n            height=\"675\"\n                        class=\"\"\n            alt=\"A bustling market scene with colorful fabric canopies overhead, motorbikes parked along the dirt pathway, and people walking and shopping among stalls selling clothes and household goods.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n\n    <\/div>\n\n\n<div\n    id=\"block_69ef217f6c435\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69ef217f6e6e1\" class=\"row row--space-between column__container mobile-column-gap-4 column--layout-40-60\">\n    \n<div id=\"block-column_69ef217f6db0d\" class=\"column column-vertical-align--top\">\n    \n<div\n    id=\"block_4210717bc3517976253f0402128928e1\"\n    class=\"share-block \">\n    \n<section\n    class=\"social-share js-social-share social-share--left\"\n        aria-label=\"Share Stra\u017cnicy swojego \u015brodowiska on social media\"\n    tabindex=\"0\"\n    >\n\n    <div class=\"social-share__item social-share__btn--link-copied js-social-share-link-copied\"\n        aria-hidden=\"true\"\n    >\n        <div class=\"social-share__btn--link-copied__wrapper\">\n            <svg class=\"svg-icon\"  width=\"10\" height=\"8\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 10 8\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1 3.52148L3.8125 6L9 1\" stroke=\"currentColor\" stroke-width=\"1.5\"\/><\/svg>            Link skopiowany        <\/div>\n    <\/div>\n\n    \n    \n    <div\n        id=\"6236fdc5-11e0-413d-915f-ce6860d8352e-share-options\"\n        class=\"social-share__item social-share__btn-group js-social-share-btn-group\"\n    >\n    \n        <button\n        class=\"js-social-share-copy social-share__link social-share__link--copy\"\n        data-text=\"https:\/\/unlocked.microsoft.com\/pl\/straznicy-swojego-srodowiska\/\"\n        aria-label=\"Skopiuj link do schowka\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217f6da0a\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M18.5 17C18.2239 17 18 16.7761 18 16.5V4.5H8.5C8.22386 4.5 8 4.27614 8 4V3C8 2.72386 8.22386 2.5 8.5 2.5H19H19.5C19.7761 2.5 20 2.72386 20 3V3.5V16.5C20 16.7761 19.7761 17 19.5 17H18.5ZM5 19.5H14V8.5H5V19.5ZM3 21C3 21.2761 3.22386 21.5 3.5 21.5H5H14H15.5C15.7761 21.5 16 21.2761 16 21V19.5V8.5V7C16 6.72386 15.7761 6.5 15.5 6.5H14H5H3.5C3.22386 6.5 3 6.72386 3 7V8.5V19.5V21Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217f6da0a\">Copy Link<\/title><\/svg>    <\/button>\n\n        <a\n        href=\"https:\/\/twitter.com\/intent\/tweet?text=&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fstraznicy-swojego-srodowiska%2F\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on X (Twitter)\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217f6da30\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M14.095479,10.316482L22.286354,1h-1.940718l-7.115352,8.087682L7.551414,1H1l8.589488,12.231093L1,23h1.940717,l7.509372-8.542861L16.448587,23H23L14.095479,10.316482z M11.436522,13.338465l-0.871624-1.218704l-6.924311-9.68815h2.981339,l5.58978,7.82155l0.867949,1.218704l7.26506,10.166271h-2.981339L11.436522,13.338465z\" fill=\"currentColor\"\/><title id=\"icon-69ef217f6da30\">X<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.facebook.com\/sharer.php?t=&#038;u=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fstraznicy-swojego-srodowiska%2F\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on Facebook\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217f6da47\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16.5782 9.43753H13.6116V7.49182C13.6116 6.76112 14.0959 6.59076 14.437 6.59076C14.7773 6.59076 16.5305 6.59076 16.5305 6.59076V3.37844L13.6473 3.36719C10.4466 3.36719 9.71821 5.76304 9.71821 7.29624V9.43753H7.86719V12.7476H9.71821C9.71821 16.9957 9.71821 22.1141 9.71821 22.1141H13.6116C13.6116 22.1141 13.6116 16.9452 13.6116 12.7476H16.2387L16.5782 9.43753Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217f6da47\">Facebook<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fstraznicy-swojego-srodowiska%2F\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on LinkedIn\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217f6da5b\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M7.35547 9.06274H3.41797V22.0002H7.35547V9.06274Z\" fill=\"currentColor\"\/><path d=\"M16.9197 9.06274C14.668 9.06274 14.0436 9.80074 13.543 10.7502V9.06274H9.60547V22.0002H13.543V14.6877C13.543 13.5627 13.543 12.4377 15.5117 12.4377C17.4805 12.4377 17.4805 13.5627 17.4805 14.6877V22.0002H21.418V14.6877C21.418 11.3127 20.8555 9.06274 16.9197 9.06274Z\" fill=\"currentColor\"\/><path d=\"M5.38672 7.9375C6.47403 7.9375 7.35547 7.05606 7.35547 5.96875C7.35547 4.88144 6.47403 4 5.38672 4C4.29941 4 3.41797 4.88144 3.41797 5.96875C3.41797 7.05606 4.29941 7.9375 5.38672 7.9375Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217f6da5b\">LinkedIn<\/title><\/svg>    <\/a>\n\n        \n    <\/div>\n\n    \n    <div\n        class=\"sr-text js-social-status\"\n        role=\"status\"\n    ><\/div>\n<\/section>\n<\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69ef217f6e577\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef217f6e02c\"\n    class=\"rich-text transition--in-up \">\n    <p>Na ja\u0142owych terenach p\u00f3\u0142nocno-zachodniej Kenii ob\u00f3z dla uchod\u017ac\u00f3w Kakuma sta\u0142 si\u0119 rozleg\u0142\u0105 spo\u0142eczno\u015bci\u0105 licz\u0105c\u0105 ponad 300 000 wysiedle\u0144c\u00f3w z ponad 20 kraj\u00f3w. Ob\u00f3z, za\u0142o\u017cony w 1992 roku w celu zapewnienia schronienia m\u0142odym ludziom uciekaj\u0105cym przed wojn\u0105 w Sudanie, jest najwi\u0119kszym obozem dla uchod\u017ac\u00f3w w Afryce. Zajmuje powierzchni\u0119 oko\u0142o 15 mil kwadratowych (40 km\u00b2) oraz znajduj\u0105 w nim schronienie mieszka\u0144cy Sudanu Po\u0142udniowego, Somalii i innych s\u0105siednich kraj\u00f3w.<\/p>\n<p>Przez lata mapy obozu dla uchod\u017ac\u00f3w by\u0142y w du\u017cej mierze nieaktualne, co utrudnia\u0142o dostarczanie pomocy, planowanie infrastruktury i reagowanie w sytuacjach kryzysowych. Nieregularny uk\u0142ad obozu i r\u00f3\u017cnorodno\u015b\u0107 schronie\u0144 utrudnia\u0142y stosowanie tradycyjnych metod mapowania. Jednak to wyzwanie da\u0142o pocz\u0105tek niezwyk\u0142ej wsp\u00f3\u0142pracy, kt\u00f3ra na nowo zdefiniowa\u0142a mo\u017cliwo\u015bci technologii w zakresie pomocy humanitarnej.<\/p>\n<blockquote>\n<h6 class=\"--h6\">\u201eMoim zdaniem wsp\u00f3\u0142praca by\u0142a kluczowa, poniewa\u017c ka\u017cda osoba wnios\u0142a co\u015b wyj\u0105tkowego\u201d \u2013 m\u00f3wi dr Simone Fobi Nsutezo, specjalista ds. bada\u0144 stosowanych Microsoft AI for Good Lab.<\/h6>\n<\/blockquote>\n<p>W centrum wsp\u00f3\u0142pracy maj\u0105cej na celu aktualizacj\u0119 systemu mapowania obozu dla uchod\u017ac\u00f3w Kakuma znalaz\u0142y si\u0119 trzy kluczowe innowacje. Ka\u017cdy z partner\u00f3w wni\u00f3s\u0142 co\u015b wyj\u0105tkowego, co przyczyni\u0142o si\u0119 do osi\u0105gni\u0119cia realnego wp\u0142ywu. Hive UNHCR \u2013 laboratorium innowacji Agencji ONZ ds. Uchod\u017ac\u00f3w \u2013 zdefiniowa\u0142o problemy, z jakimi boryka\u0142 si\u0119 ob\u00f3z dla uchod\u017ac\u00f3w, podczas gdy zesp\u00f3\u0142 Humanitarian OpenStreetMap Team (HOT) zapewni\u0142 niezb\u0119dne systemy gromadzenia danych w terenie i kluczow\u0105 integracj\u0119 spo\u0142eczno\u015bci.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69ef217f6f4a0\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_6679b00ef18111060448c077e5fcd837\" class=\"video-player\">\n    <div id=\"videoplayer-1\" class=\"video-player__wrapper js-video-player theme-overlay  has-overlay-image\" aria-label=\"Obejrzyj \u201eMapowanie spo\u0142eczno\u015bci za pomoc\u0105 sztucznej inteligencji\u201d\">\n        <div\n            id=\"video-player-overlay-064766b0-cbe8-4e15-b909-2faf60163473\"\n            class=\"video-player__overlay js-video-player-overlay\"\n            data-label-video-title=\"\u201eMapowanie spo\u0142eczno\u015bci za pomoc\u0105 sztucznej inteligencji\u201d\"\n            data-label-desktop=\"Aerial view of a sprawling refugee camp with rows of small, makeshift shelters and buildings, separated by a dirt road, under a partly cloudy sky in a dry, arid landscape.\"\n            data-label-mobile=\"\">\n            <div class=\"video-player__overlay__container transition--player-overlay video-player__overlay__container--overlay-ultradark\">\n                \n<div class=\"unlocked-media media-image js-media-image\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01.jpg 1200w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01-256x144.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01-480x270.jpg 480w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01-768x432.jpg 768w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01-1024x576.jpg 1024w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Video-01.jpg\"\n                                    width=\"1200\"\n            height=\"675\"\n                        class=\"\"\n            alt=\"Aerial view of a sprawling refugee camp with rows of small, makeshift shelters and buildings, separated by a dirt road, under a partly cloudy sky in a dry, arid landscape.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n            <\/div>\n            <div class=\"video-player__overlay__info-container js-video-player-info-container\">\n                <span class=\"js-video-player__overlay__media-button\">\n                \n<button class=\"unlocked-button unlocked-button--circle \" aria-label=\"Play video, \u201eMapowanie spo\u0142eczno\u015bci za pomoc\u0105 sztucznej inteligencji\u201d\">\n    <span class=\"unlocked-button__icon \"><svg class=\"svg-icon\" width=\"20\" height=\"20\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" transform=\"translate(3,0)\" d=\"M16.5 9.13397C17.1667 9.51887 17.1667 10.4811 16.5 10.866L1.5 19.5263C0.833331 19.9112 -9.36737e-07 19.4301 -9.03088e-07 18.6603L-1.45985e-07 1.33974C-1.12336e-07 0.569945 0.833334 0.0888199 1.5 0.47372L16.5 9.13397Z\" fill=\"currentColor\"\/><\/svg><\/span>\n    <span class=\" unlocked-button__pause-icon -hide\"><svg class=\"svg-icon\" width=\"12\" height=\"18\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 12 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M0.5625 0C0.25184 0 0 0.25184 0 0.5625V17.4375C0 17.7482 0.25184 18 0.5625 18H2.4375C2.74816 18 3 17.7482 3 17.4375V0.5625C3 0.25184 2.74816 0 2.4375 0H0.5625ZM9.5625 0C9.25184 0 9 0.25184 9 0.5625V17.4375C9 17.7482 9.25184 18 9.5625 18H11.4375C11.7482 18 12 17.7482 12 17.4375V0.5625C12 0.25184 11.7482 0 11.4375 0H9.5625Z\" fill=\"currentColor\"\/><\/svg><\/span>\n<\/button>\n                <\/span>\n                                <span\n                    class=\"video-player__overlay__media-title\"\n                    aria-hidden=\"true\">Obejrzyj \u201eMapowanie spo\u0142eczno\u015bci za pomoc\u0105 sztucznej inteligencji\u201d                <\/span>\n                                            <\/div>\n        <\/div>\n        <div>\n            <iframe loading=\"lazy\"\n                id=\"064766b0-cbe8-4e15-b909-2faf60163473\"\n                class=\"video-player__iframe js-video-player-iframe\"\n                aria-hidden=\"true\"\n                title=\"YouTube video, \u201eMapowanie spo\u0142eczno\u015bci za pomoc\u0105 sztucznej inteligencji\u201d\"\n                width=\"100%\"\n                height=\"100%\"\n                src=\"https:\/\/www.youtube-nocookie.com\/embed\/OoknoQoB5dw?playsinline=1&#038;modestbranding=1&#038;rel=0&#038;enablejsapi=1&#038;widget_referrer=https:\/\/unlocked.microsoft.com\/pl\/straznicy-swojego-srodowiska\/&#038;origin=https:\/\/unlocked.microsoft.com\/pl\/&#038;cc_load_policy=1&#038;cc_lang_pref=pl\"\n                frameborder=\"0\"\n                data-videoid=\"OoknoQoB5dw\"\n                tabindex=\"-1\"\n                allowfullscreen\n                allow=\"fullscreen;\"><\/iframe>\n        <\/div>\n    <\/div>\n            <div class=\"video-player__links\">\n        \n<section\n    class=\"social-share js-social-share social-share--left social-share-overlay\"\n    >\n\n    <div class=\"social-share__item social-share__btn--link-copied js-social-share-link-copied\"\n        aria-hidden=\"true\"\n    >\n        <div class=\"social-share__btn--link-copied__wrapper\">\n            <svg class=\"svg-icon\"  width=\"10\" height=\"8\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 10 8\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1 3.52148L3.8125 6L9 1\" stroke=\"currentColor\" stroke-width=\"1.5\"\/><\/svg>            Link skopiowany        <\/div>\n    <\/div>\n\n        <button\n        class=\"social-share__item social-share-overlay__btn--expand js-social-share-expand\"\n        aria-hidden=\"false\"\n        aria-expanded=\"false\"\n        aria-label=\"Social sharing options\"\n        aria-controls=\"d65aa2ae-1800-4852-8ee6-d1821c1a5bac-share-options\"\n    >\n        Udost\u0119pnij <svg class=\"svg-icon\" width=\"16\" height=\"20\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc2684\" role=\"img\" focusable=\"false\" viewBox=\"0 0 16 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M8.67267 1.26045L8.33634 0.954686C8.14563 0.781313 7.85437 0.781313 7.66366 0.954687L7.32733 1.26045L0.697297 7.28775C0.492968 7.4735 0.47791 7.78972 0.663664 7.99405L1.33634 8.73399C1.52209 8.93832 1.83831 8.95338 2.04264 8.76763L7 4.26094V15.5004C7 15.7765 7.22386 16.0004 7.5 16.0004H8.5C8.77614 16.0004 9 15.7765 9 15.5004V4.26094L13.9574 8.76763C14.1617 8.95338 14.4779 8.93832 14.6637 8.73399L15.3363 7.99405C15.5221 7.78972 15.507 7.4735 15.3027 7.28775L8.67267 1.26045ZM0.5 14.0002C0.223858 14.0002 0 14.224 0 14.5002V19.0002V19.5002C0 19.7763 0.223858 20.0002 0.5 20.0002H1H15H15.5C15.7761 20.0002 16 19.7763 16 19.5002V19.0002V14.5002C16 14.224 15.7761 14.0002 15.5 14.0002H14.5C14.2239 14.0002 14 14.224 14 14.5002V18.0002H2V14.5002C2 14.224 1.77614 14.0002 1.5 14.0002H0.5Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc2684\">Share<\/title><\/svg>    <\/button>\n    \n        <div class=\"social-share__item social-share-overlay__scrim js-social-share-scrim\">\n    \n    <div\n        id=\"d65aa2ae-1800-4852-8ee6-d1821c1a5bac-share-options\"\n        class=\"social-share__item social-share__btn-group js-social-share-btn-group\"\n    >\n    \n        <button\n        class=\"js-social-share-copy social-share__link social-share__link--copy\"\n        data-text=\"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/stories\/22698\/#block_6679b00ef18111060448c077e5fcd837\"\n        aria-label=\"Skopiuj link do schowka\"\n        tabindex=\"-1\"    >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc25f9\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M18.5 17C18.2239 17 18 16.7761 18 16.5V4.5H8.5C8.22386 4.5 8 4.27614 8 4V3C8 2.72386 8.22386 2.5 8.5 2.5H19H19.5C19.7761 2.5 20 2.72386 20 3V3.5V16.5C20 16.7761 19.7761 17 19.5 17H18.5ZM5 19.5H14V8.5H5V19.5ZM3 21C3 21.2761 3.22386 21.5 3.5 21.5H5H14H15.5C15.7761 21.5 16 21.2761 16 21V19.5V8.5V7C16 6.72386 15.7761 6.5 15.5 6.5H14H5H3.5C3.22386 6.5 3 6.72386 3 7V8.5V19.5V21Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc25f9\">Copy Link<\/title><\/svg>    <\/button>\n\n        <a\n        href=\"https:\/\/twitter.com\/intent\/tweet?text=&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fwp-json%2Fwp%2Fv2%2Fstories%2F22698%2F%23block_6679b00ef18111060448c077e5fcd837\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on X (Twitter)\"\n        tabindex=\"-1\"    >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc2626\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M14.095479,10.316482L22.286354,1h-1.940718l-7.115352,8.087682L7.551414,1H1l8.589488,12.231093L1,23h1.940717,l7.509372-8.542861L16.448587,23H23L14.095479,10.316482z M11.436522,13.338465l-0.871624-1.218704l-6.924311-9.68815h2.981339,l5.58978,7.82155l0.867949,1.218704l7.26506,10.166271h-2.981339L11.436522,13.338465z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc2626\">X<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.facebook.com\/sharer.php?t=&#038;u=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fwp-json%2Fwp%2Fv2%2Fstories%2F22698%2F%23block_6679b00ef18111060448c077e5fcd837\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on Facebook\"\n        tabindex=\"-1\"    >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc2640\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16.5782 9.43753H13.6116V7.49182C13.6116 6.76112 14.0959 6.59076 14.437 6.59076C14.7773 6.59076 16.5305 6.59076 16.5305 6.59076V3.37844L13.6473 3.36719C10.4466 3.36719 9.71821 5.76304 9.71821 7.29624V9.43753H7.86719V12.7476H9.71821C9.71821 16.9957 9.71821 22.1141 9.71821 22.1141H13.6116C13.6116 22.1141 13.6116 16.9452 13.6116 12.7476H16.2387L16.5782 9.43753Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc2640\">Facebook<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fpl%2Fwp-json%2Fwp%2Fv2%2Fstories%2F22698%2F%23block_6679b00ef18111060448c077e5fcd837\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on LinkedIn\"\n        tabindex=\"-1\"    >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc2658\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M7.35547 9.06274H3.41797V22.0002H7.35547V9.06274Z\" fill=\"currentColor\"\/><path d=\"M16.9197 9.06274C14.668 9.06274 14.0436 9.80074 13.543 10.7502V9.06274H9.60547V22.0002H13.543V14.6877C13.543 13.5627 13.543 12.4377 15.5117 12.4377C17.4805 12.4377 17.4805 13.5627 17.4805 14.6877V22.0002H21.418V14.6877C21.418 11.3127 20.8555 9.06274 16.9197 9.06274Z\" fill=\"currentColor\"\/><path d=\"M5.38672 7.9375C6.47403 7.9375 7.35547 7.05606 7.35547 5.96875C7.35547 4.88144 6.47403 4 5.38672 4C4.29941 4 3.41797 4.88144 3.41797 5.96875C3.41797 7.05606 4.29941 7.9375 5.38672 7.9375Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc2658\">LinkedIn<\/title><\/svg>    <\/a>\n\n        \n    <\/div>\n\n        <\/div>\n    \n    <div\n        class=\"sr-text js-social-status\"\n        role=\"status\"\n    ><\/div>\n<\/section>\n\n\n                    <a\n                class=\"video-player__links--audio\"\n                href=\"https:\/\/www.youtube.com\/watch?v=OoknoQoB5dw\"\n                target=\"_blank\"\n                aria-label=\"Obejrzyj film z audiodeskrypcj\u0105 na YouTube\">Z audiodeskrypcj\u0105 <svg width=\"37\" height=\"14\" viewBox=\"0 0 37 14\" aria-hidden=\"true\" aria-labelledby=\"icon-69ef217fc26ae\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M25.3413 13.1965C25.6802 12.9384 26.0515 12.6924 26.3757 12.4016C27.4499 11.4381 28.0853 10.2503 28.3975 8.90801C28.6342 7.89056 28.668 6.86263 28.5311 5.83264C28.3333 4.34381 27.76 3.00001 26.6611 1.87258C26.4641 1.67052 26.249 1.481 26.0243 1.30477C25.8004 1.12931 25.5544 0.978154 25.3125 0.812416C25.3366 0.808835 25.364 0.801162 25.3915 0.801162C25.8717 0.800395 26.3521 0.796558 26.832 0.804487C26.9174 0.805766 27.0102 0.843875 27.085 0.886844C27.7647 1.27638 28.3227 1.78664 28.7913 2.38156C29.5962 3.4031 30.0387 4.5538 30.2047 5.80067C30.3737 7.07133 30.3025 8.32741 29.8949 9.55587C29.4247 10.9736 28.5799 12.1529 27.2554 13.0195C27.0653 13.1438 26.8739 13.2172 26.6309 13.2062C26.2346 13.1883 25.837 13.2016 25.4397 13.2011C25.3965 13.2013 25.3532 13.1973 25.3413 13.1965Z\" fill=\"currentColor\"\/><path d=\"M15.1878 0.796099C15.2529 0.796099 15.303 0.796099 15.3532 0.796099C16.7843 0.796099 18.2157 0.787148 19.6469 0.798402C21.2321 0.810935 22.6546 1.26006 23.8666 2.21843C24.7773 2.93867 25.3476 3.8597 25.6562 4.92139C25.9084 5.78845 25.9788 6.67239 25.9145 7.56758C25.8491 8.47786 25.6321 9.35054 25.1747 10.1639C24.5174 11.3328 23.5122 12.1566 22.214 12.6835C21.3412 13.038 20.4285 13.2065 19.4723 13.1994C18.1013 13.1891 16.73 13.1968 15.3587 13.1968C15.3044 13.1968 15.2504 13.1968 15.1875 13.1968C15.1878 9.06025 15.1878 4.937 15.1878 0.796099ZM18.5469 10.0951C18.8802 10.0951 19.2066 10.1015 19.533 10.0938C20.5939 10.069 21.4496 9.65644 22.0262 8.84259C22.6876 7.90878 22.738 6.87445 22.3709 5.83781C22.0065 4.80937 21.1656 4.23108 20.0608 3.95638C19.9029 3.91699 19.7336 3.90523 19.5693 3.90113C19.2299 3.89295 18.8902 3.89858 18.5471 3.89858C18.5469 5.97158 18.5469 8.02745 18.5469 10.0951Z\" fill=\"currentColor\"\/><path d=\"M13.4869 0.809478C13.4869 4.93759 13.4869 9.05904 13.4869 13.191C12.375 13.191 11.265 13.191 10.1414 13.191C10.1414 12.6874 10.1414 12.1822 10.1414 11.6623C10.0804 11.6589 10.0322 11.6543 9.98373 11.6541C8.62603 11.6536 7.26804 11.6543 5.91034 11.6523C5.82029 11.652 5.76044 11.6715 5.70447 11.7449C5.3534 12.204 4.99652 12.6595 4.63687 13.113C4.60445 13.1539 4.53795 13.1971 4.48724 13.1971C3.13868 13.2015 1.79012 13.2005 0.441554 13.1999C0.428254 13.1999 0.414954 13.1961 0.382812 13.1912C0.530498 12.9989 0.672087 12.813 0.815061 12.628C2.54267 10.3975 4.27056 8.16692 5.99817 5.93636C7.30212 4.25289 8.60524 2.56891 9.91224 0.887489C9.94577 0.844264 10.0203 0.803595 10.076 0.80334C11.1752 0.79848 12.2744 0.799503 13.3736 0.800015C13.4101 0.800782 13.4459 0.806153 13.4869 0.809478ZM10.1267 8.84011C10.1267 7.76741 10.1267 6.70623 10.1267 5.60719C9.33203 6.69983 8.55897 7.76255 7.77538 8.84011C8.57283 8.84011 9.34256 8.84011 10.1267 8.84011Z\" fill=\"currentColor\"\/><path d=\"M32.0086 0.799086C32.0792 0.799086 32.1241 0.799086 32.169 0.799086C32.5478 0.799086 32.9271 0.813153 33.3048 0.794226C33.5708 0.780926 33.7836 0.856633 33.9947 0.995004C35.0991 1.72011 35.8708 2.68206 36.3779 3.83199C36.8655 4.9387 37.0315 6.09606 36.9977 7.28385C36.9695 8.28416 36.7852 9.25634 36.3712 10.1838C35.8329 11.3902 35.0132 12.3918 33.816 13.1108C33.7118 13.1734 33.6065 13.2036 33.4801 13.2021C33.0415 13.1962 32.6029 13.1998 32.1643 13.1998C32.1202 13.1998 32.0762 13.1998 31.9961 13.1998C32.1806 13.0816 32.3375 12.9885 32.486 12.8849C33.4123 12.2396 34.0906 11.4125 34.571 10.4428C34.9404 9.69754 35.1643 8.91335 35.2565 8.09975C35.456 6.33827 35.2393 4.63946 34.2998 3.06341C33.7545 2.14852 33.0194 1.38966 32.0471 0.839754C32.0396 0.835917 32.0352 0.827732 32.0086 0.799086Z\" fill=\"currentColor\"\/><path d=\"M28.6602 13.2007C28.9184 13.0224 29.1672 12.8692 29.3936 12.6917C30.4986 11.8247 31.2113 10.7249 31.6103 9.44678C31.9755 8.2769 32.0442 7.08476 31.8954 5.87855C31.7718 4.87875 31.4701 3.93011 30.935 3.05001C30.393 2.15865 29.6782 1.4136 28.735 0.86574C28.7158 0.854486 28.6973 0.84221 28.6787 0.829933C28.6759 0.827887 28.6757 0.822515 28.6704 0.808192C28.7128 0.805379 28.7521 0.800519 28.7918 0.800519C29.2534 0.800008 29.7153 0.797707 30.1769 0.802822C30.2506 0.803589 30.3335 0.823538 30.3961 0.85909C31.2761 1.35656 31.9547 2.03767 32.4869 2.84641C33.1276 3.81961 33.472 4.88336 33.5908 6.01206C33.7208 7.24564 33.6335 8.46182 33.2243 9.6491C32.8319 10.7875 32.1822 11.7786 31.2138 12.5782C30.9641 12.7843 30.6806 12.9559 30.4094 13.1393C30.3634 13.1705 30.3008 13.1976 30.2456 13.1979C29.7244 13.2025 29.203 13.2007 28.6602 13.2007Z\" fill=\"currentColor\"\/><title id=\"icon-69ef217fc26ae\">Audio Described<\/title><\/svg><\/a>\n            <\/div>\n    <\/div>\n\n\n<div\n    id=\"block_69ef217fc285b\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69ef217fc3447\" class=\"row row--space-between column__container mobile-column-gap-4 column--layout-40-60\">\n    \n<div id=\"block-column_69ef217fc2d2b\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef217fc2bfe\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69ef217fc31ca\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef217fc2f02\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">Wzmacnianie wp\u0142ywu poprzez zaanga\u017cowanie spo\u0142eczno\u015bci<\/h4>\n<p>Si\u0142\u0105 nap\u0119dow\u0105 by\u0142a ch\u0119\u0107 wykonywania naprawd\u0119 wa\u017cnej pracy, pasja do teledetekcji i obraz\u00f3w satelitarnych oraz cel, jakim by\u0142o zaspokojenie potrzeb uchod\u017ac\u00f3w. R\u0119czne tworzenie map, cho\u0107 cenne, by\u0142o powolne i pracoch\u0142onne, ale zesp\u00f3\u0142 Microsoft AI for Good Lab dostrzeg\u0142 szans\u0119 na wykorzystanie sztucznej inteligencji i uczenia maszynowego, aby zapewni\u0107 mapuj\u0105cym potrzebne narz\u0119dzia.<\/p>\n<p class=\"unformatted\">\u201ePo wytrenowaniu modelu na niewielkiej ilo\u015bci danych bardzo szybko mo\u017cna uzyska\u0107 prognozy dotycz\u0105ce nowych obszar\u00f3w. Dysponujemy otwartym kodem \u017ar\u00f3d\u0142owym do mapowania paneli s\u0142onecznych, budynk\u00f3w, typ\u00f3w dach\u00f3w i obiekt\u00f3w sanitarnych, z kt\u00f3rego ka\u017cdy mo\u017ce korzysta\u0107 niezale\u017cnie\u201d \u2013 m\u00f3wi dr Amrita Gupta, specjalista ds. bada\u0144 stosowanych Microsoft AI for Good Research Lab.<\/p>\n<p><span data-contrast=\"none\">Aby lepiej zrozumie\u0107 warunki terenowe, zesp\u00f3\u0142 HOT odpowiedzialny za mapowanie udokumentowa\u0142 widoczne wska\u017aniki dost\u0119pu do energii elektrycznej, takie jak panele s\u0142oneczne i linie energetyczne obecne w obozie. Wi\u0119kszo\u015b\u0107 energii elektrycznej jest wytwarzana samodzielnie w poszczeg\u00f3lnych budynkach, a informacje te pomog\u0142y stworzy\u0107 ja\u015bniejszy obraz tego, gdzie mo\u017cna realistycznie dostarcza\u0107 podstawowe us\u0142ugi, a tak\u017ce ujawni\u0142y luki w szerszym kontek\u015bcie infrastruktury.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:210,&quot;335559739&quot;:210,&quot;335559740&quot;:300}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Cel polega\u0142 na tym, aby ob\u00f3z sta\u0142 si\u0119 czym\u015b wi\u0119cej ni\u017c tylko tymczasowym schronieniem i bardziej przypomina\u0142 sta\u0142\u0105 osad\u0119. <\/span><span data-contrast=\"auto\">Mapowanie by\u0142o pierwszym krokiem w kierunku zapewnienia, <\/span><span data-contrast=\"none\">aby projekt zachowa\u0142 sw\u00f3j humanitarny charakter. <\/span><span data-contrast=\"none\">Zobowi\u0105zanie projektu do zapewnienia otwartego dost\u0119pu oznacza\u0142o, \u017ce wszystkie wygenerowane dane i obrazy b\u0119d\u0105 dost\u0119pne bezp\u0142atnie. Dzi\u0119ki temu zasi\u0119g projektu wykroczy\u0142 poza ob\u00f3z Kakuma, wspieraj\u0105c integracj\u0119 uchod\u017ac\u00f3w.<\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:210,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\"> <\/span><\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69ef217fc36b4\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<section\n    id=\"block_fb1c5bfad7da42faadbfcebfc6ecd653\"\n    class=\"card-crosslink js-card-crosslink card-crosslink--3-up card-crosslink--mobile-layout-vertical \"\n    aria-labelledby=\"\">\n    <h2 class=\"sr-text\">More stories<\/h2>\n\n    \n    <ul class=\"card-crosslink__wrapper\">\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 100ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-2\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">Organizacja HOT wsp\u00f3\u0142pracowa\u0142a z mieszka\u0144cami, kt\u00f3rzy odpowiadali za proces mapowania.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"Two people stand outdoors looking at a tablet. The person on the left has long braids and wears a white shirt; the person on the right wears glasses, a cap, and a beige vest. A green electronic shop sign is visible behind them.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 200ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-3\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">Modele zosta\u0142y wytrenowane do identyfikowania takich element\u00f3w jak panele s\u0142oneczne.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"Solar panels installed on a slanted, red corrugated metal roof under a partly cloudy sky.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 300ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-4\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">Mieszka\u0144cy i eksperci ds. sztucznej inteligencji wsp\u00f3\u0142pracowali nad zdefiniowaniem wyj\u0105tkowych struktur obozu Kakuma.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"A computer screen displays a detailed digital map with various shops and landmarks labeled along Jomo Kenyatta Avenue, including icons for fashion, services, and points of interest.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n        <\/ul>\n<\/section>\n\n<div\n    id=\"block_69ef218082d7d\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n\n<div\n    id=\"block_69ef218083069\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69ef218085329\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69ef218084c1d\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef2180833c7\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div id=\"block_fd5d3a03425e246eac23fd59f7058001\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__left pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">To ca\u0142a spo\u0142eczno\u015b\u0107. Nie pomin\u0119li\u015bmy nikogo.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Akso\u00a0Kaposho\u00a0Mupenzi<\/div>\n                                                    <div class=\"attribution-description\">Uczestnik procesu tworzenia map, uchod\u017aca<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69ef218085200\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef218084e02\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69ef218084f8c\"\n    class=\"rich-text transition--in-up \">\n    <p>Dzia\u0142aj\u0105c na miejscu w Kenii, zesp\u00f3\u0142 HOT wni\u00f3s\u0142 do projektu ludzki wymiar. Faktyczne gromadzenie danych by\u0142o w ca\u0142o\u015bci prowadzone przez mieszka\u0144c\u00f3w, od przedstawienia projektu po pilotowanie dron\u00f3w, natomiast uchod\u017acy w obozie pomagali r\u0119cznie identyfikowa\u0107 obiekty w okolicy. Zespo\u0142y HOT pilotowa\u0142y drony, aby uzyska\u0107 wysokiej rozdzielczo\u015bci zdj\u0119cia lotnicze i przeprowadzi\u0107 weryfikacj\u0119 terenow\u0105 z udzia\u0142em uchod\u017ac\u00f3w uczestnicz\u0105cych w mapowaniu. Jednak najwa\u017cniejsze by\u0142o to, \u017ce przeszkolili oni cz\u0142onk\u00f3w obozu dla uchod\u017ac\u00f3w i dali im nowe mo\u017cliwo\u015bci, anga\u017cuj\u0105c ca\u0142\u0105 spo\u0142eczno\u015b\u0107 w gromadzenie danych.<\/p>\n<p>Uchod\u017acy stali si\u0119 tw\u00f3rcami map, t\u0142umaczami i opiekunami swojego \u015brodowiska, tworz\u0105c dane dotycz\u0105ce rzeczywistej sytuacji w terenie. Ich lokalna wiedza nada\u0142a procesowi g\u0142\u0119bi\u0119 i dok\u0142adno\u015b\u0107, daj\u0105c im poczucie odpowiedzialno\u015bci za ca\u0142y proces. Zesp\u00f3\u0142 HOT r\u0119cznie oznaczy\u0142 10 mil kwadratowych zdj\u0119\u0107 (16 km\u00b2), tworz\u0105c bogaty zbi\u00f3r danych do trenowania rozwoju sztucznej inteligencji, kt\u00f3ry mo\u017ce by\u0107 aktualizowany w miar\u0119 ewolucji obozu.<\/p>\n<p class=\"unformatted\">\u201eSztuczna inteligencja by\u0142a wykorzystywana przede wszystkim do dopasowywania wzorc\u00f3w i oszcz\u0119dzania czasu. Pomog\u0142a nam znale\u017a\u0107 sygna\u0142y w danych, kt\u00f3re trudno by\u0142oby wykry\u0107 r\u0119cznie\u201d \u2013 m\u00f3wi dr Gupta.<\/p>\n<p>Korzystaj\u0105c z bogatych zasob\u00f3w zdj\u0119\u0107 oznaczonych przez spo\u0142eczno\u015b\u0107 zebranych w obozie dla uchod\u017ac\u00f3w, Microsoft AI for Good Lab uda\u0142o si\u0119 opracowa\u0107 zaawansowane modele uczenia maszynowego przy u\u017cyciu us\u0142ug chmury Azure. Modele te zosta\u0142y wytrenowane w celu dok\u0142adnej identyfikacji szerokiego zakresu element\u00f3w \u2013 budynk\u00f3w, blok\u00f3w sanitarnych, paneli s\u0142onecznych na latarniach ulicznych i dachach oraz element\u00f3w sieci energetycznej, takich jak s\u0142upy i linie \u2013 odzwierciedlaj\u0105cych zr\u00f3\u017cnicowany i nieregularny krajobraz obozu.<\/p>\n<p>Dzi\u0119ki wykorzystaniu lokalnej wiedzy specjalistycznej, jak i sztucznej inteligencji, zesp\u00f3\u0142 by\u0142 w stanie sprosta\u0107 wyzwaniom zwi\u0105zanym ze specyficzn\u0105 struktur\u0105 obozu dla uchod\u017ac\u00f3w. Umo\u017cliwi\u0142o to szybk\u0105 analiz\u0119 i rozpoznawanie wzorc\u00f3w, co by\u0142oby trudne do wykonania r\u0119cznie. Wszystkie modele i zbiory danych zosta\u0142y udost\u0119pnione na licencji open source w serwisie GitHub, umo\u017cliwiaj\u0105c programistom, badaczom i organizacjom humanitarnym na ca\u0142ym \u015bwiecie wykorzystanie tych wynik\u00f3w i dostosowanie ich do potrzeb innych spo\u0142eczno\u015bci b\u0119d\u0105cych w potrzebie.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69ef2180855a0\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69ef2180860a8\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69ef2180859f9\" class=\"column column--empty\">\n    \n\n<div\n    id=\"block_69ef2180858d2\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69ef218085f83\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69ef218085bf2\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69ef218085d68\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">\u015awiadectwo potencja\u0142u<\/h4>\n<p>Ten projekt mapowania na licencji open source pokazuje, jak wsp\u00f3\u0142praca mo\u017ce pom\u00f3c w stworzeniu mocnych fundament\u00f3w dla zr\u00f3wnowa\u017conego rozwoju. Wraz z ewolucj\u0105 granic miejskich Kakuma dok\u0142adne dane przestrzenne sta\u0142y si\u0119 kluczowe dla d\u0142ugoterminowego planowania i \u015bwiadczenia us\u0142ug w ca\u0142ym mie\u015bcie i okolicznych osadach, zapewniaj\u0105c, \u017ce wszelkie przysz\u0142e decyzje dotycz\u0105ce przy\u0142\u0105czenia lub integracji b\u0119d\u0105 oparte na stanie rzeczywistym.<\/p>\n<p>Kolejny rozdzia\u0142 tego projektu rozpoczyna si\u0119 w serwisie GitHub, kt\u00f3ry \u0142\u0105czy programist\u00f3w, tw\u00f3rc\u00f3w technologii spo\u0142ecznych i analityk\u00f3w danych z realnymi wyzwaniami humanitarnymi. Wszystko, czego si\u0119 nauczyli\u015bmy, sta\u0142o si\u0119 cz\u0119\u015bci\u0105 globalnej bazy wiedzy s\u0142u\u017c\u0105cej pomocy uchod\u017acom. Dzi\u0119ki publicznemu udost\u0119pnieniu tego kodu ka\u017cdy, w dowolnym miejscu, mo\u017ce go rozwija\u0107, ulepsza\u0107 i wykorzystywa\u0107 do wprowadzania zmian. Historia obozu dla uchod\u017ac\u00f3w Kakuma jest dowodem na to, co mo\u017cna osi\u0105gn\u0105\u0107, gdy wizja humanitarna styka si\u0119 z innowacyjno\u015bci\u0105.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69ef21808632c\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_b91828af3c330e8b311cb30ee3b8b49d\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__center pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">Nikt nie zna spo\u0142eczno\u015bci lepiej ni\u017c ludzie, kt\u00f3rzy w niej \u017cyj\u0105. Sztuczna inteligencja nie zast\u0105pi\u0142a ich, ale rozszerzy\u0142a ich mo\u017cliwo\u015bci.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Juan M. Lavista Ferres<\/div>\n                                                    <div class=\"attribution-description\">Dyrektor AI For Good Lab firmy Microsoft<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<div\n    id=\"block_69ef218086c32\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n    <div id=\"block_8794f63a32ed1d2aae523e89276500fa\" class=\"js-card js-full-width-feature fullwidth-feature fullwidth-feature--f-bottom fullwidth-feature--overlay-none theme-overlay transition--media\" style=\"\">\n        <!-- Scrim -->\n        \n        <div class=\"fullwidth-feature__wrapper js-full-width-feature-wrapper\">\n                        <div class=\"fullwidth-feature__header-wrapper transition--in-up js-full-width-feature-header\">\n\n                <!-- Heading -->\n                \n                <!-- Eyebrow -->\n                \n                <!-- Author -->\n                \n            <\/div>\n            <div class=\"fullwidth-feature__excerpt-wrapper transition--in-up js-full-width-feature-excerpt\">\n\n                <!-- Excerpt -->\n                \n                <!-- CTA -->\n                \n                <!-- Download CTA -->\n                \n            <\/div>\n        <\/div>\n\n        <!-- Media -->\n        \n<div class=\"unlocked-media media-video js-media-video media--no-radius\">\n            <div\n            class=\"media-video__wrapper\"\n                        role=\"presentation\"\n                    >\n\n                    <video\n                id=\"video-5\"\n                class=\"\"\n                loop                preload=\"auto\"\n                muted                playsinline\n                data-controlledby=\"group-6\">\n                                <source\n                    src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Animated-01.mp4#t=0\"\n                    data-media=\"desktop\"\n                    type=\"video\/mp4\">\n                                Your browser does not support the video tag.\n            <\/video>\n                                <\/div>\n        \n<button\n    class=\"unlocked-button unlocked-button--high-contrast-vfi unlocked-button--circle unlocked-button--circle-small js-media-button\"\n    aria-controls=\"video-5\"        aria-pressed=\"true\"\n    data-controlgroup=\"group-6\"\n    data-loops=\"true\"\n    data-replay-only=\"false\"\n    data-state=\"pause\"\n    data-autoplay=\"true\"\n        data-desc=\"decorative hero animation\">\n    <span\n        aria-hidden=\"true\"\n        class=\"unlocked-button__icon unlocked-button__icon-play\">\n        <svg class=\"svg-icon svg-icon--lg\" width=\"13\" height=\"16\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 13 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12.5 7.36474C13.1667 7.74964 13.1667 8.71189 12.5 9.09679L1.65385 15.3588C0.98718 15.7437 0.153846 15.2626 0.153846 14.4928L0.153847 1.96874C0.153847 1.19894 0.98718 0.717813 1.65385 1.10271L12.5 7.36474Z\" fill=\"currentColor\"\/><\/svg>        <svg class=\"svg-icon svg-icon--sm\" width=\"12\" height=\"10\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 12 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M10.1924 4.22983C10.859 4.61473 10.859 5.57698 10.1924 5.96188L3.50008 9.82569C2.83341 10.2106 2.00008 9.72946 2.00008 8.95966L2.00008 1.23205C2.00008 0.46225 2.83341 -0.0188751 3.50008 0.366025L10.1924 4.22983Z\" fill=\"currentColor\"\/><\/svg>    <\/span>\n    <span\n        aria-hidden=\"true\"\n        class=\"unlocked-button__icon unlocked-button__icon-pause\">\n        <svg class=\"svg-icon svg-icon--lg\" width=\"10\" height=\"16\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 10 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0.5 3.93403e-07C0.223858 4.05473e-07 -1.20706e-08 0.223858 0 0.5L6.5567e-07 15.5C6.67741e-07 15.7761 0.223858 16 0.500001 16H1.5C1.77614 16 2 15.7761 2 15.5L2 0.5C2 0.223858 1.77614 3.37621e-07 1.5 3.49691e-07L0.5 3.93403e-07Z\" fill=\"currentColor\"\/><path d=\"M8.5 4.37115e-08C8.22386 5.5782e-08 8 0.223858 8 0.5L8 15.5C8 15.7761 8.22386 16 8.5 16H9.5C9.77614 16 10 15.7761 10 15.5L10 0.5C10 0.223858 9.77614 -1.20705e-08 9.5 0L8.5 4.37115e-08Z\" fill=\"currentColor\"\/><\/svg>        <svg class=\"svg-icon svg-icon--sm\" width=\"8\" height=\"12\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0.85 0.400025C0.6567 0.400025 0.5 0.556725 0.5 0.750025L0.5 11.25C0.5 11.4433 0.656701 11.6 0.85 11.6H1.55C1.7433 11.6 1.9 11.4433 1.9 11.25L1.9 0.750025C1.9 0.556725 1.7433 0.400025 1.55 0.400025L0.85 0.400025Z\" fill=\"currentColor\"\/><path d=\"M6.45 0.400024C6.2567 0.400024 6.1 0.556725 6.1 0.750024L6.1 11.25C6.1 11.4433 6.2567 11.6 6.45 11.6H7.15C7.3433 11.6 7.5 11.4433 7.5 11.25L7.5 0.750024C7.5 0.556725 7.3433 0.400024 7.15 0.400024L6.45 0.400024Z\" fill=\"currentColor\"\/><\/svg>    <\/span>\n    <span\n        aria-hidden=\"true\"\n        class=\"unlocked-button__icon unlocked-button__icon-replay\">\n        <svg class=\"svg-icon svg-icon--lg\" width=\"20\" height=\"20\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.88926 0.353478C7.08452 0.158216 7.40111 0.158216 7.59637 0.353478L8.30347 1.06058C8.49874 1.25585 8.49874 1.57243 8.30347 1.76769L7.07124 2.99992H10.0002C14.4185 2.99992 18.0002 6.58165 18.0002 10.9999C18.0002 15.4182 14.4185 18.9999 10.0002 18.9999C5.74985 18.9999 2.27369 15.6853 2.01555 11.5C1.99855 11.2244 2.22403 10.9999 2.50017 10.9999H3.50017C3.77632 10.9999 3.998 11.2246 4.0207 11.4998C4.2747 14.5796 6.85479 16.9999 10.0002 16.9999C13.3139 16.9999 16.0002 14.3136 16.0002 10.9999C16.0002 7.68622 13.3139 4.99992 10.0002 4.99992H6.58608L8.30378 6.71763C8.49904 6.91289 8.49904 7.22947 8.30378 7.42473L7.59667 8.13184C7.40141 8.3271 7.08483 8.3271 6.88956 8.13184L4.06736 5.30964L4.06083 5.30323L3.35373 4.59612C3.15847 4.40086 3.15847 4.08427 3.35373 3.88901L6.88926 0.353478Z\" fill=\"currentColor\"\/><\/svg>        <svg class=\"svg-icon svg-icon--sm\" width=\"14\" height=\"14\" aria-hidden=\"true\"  role=\"img\" focusable=\"false\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.88926 0.353478C7.08452 0.158216 7.40111 0.158216 7.59637 0.353478L8.30347 1.06058C8.49874 1.25585 8.49874 1.57243 8.30347 1.76769L7.07124 2.99992H10.0002C14.4185 2.99992 18.0002 6.58165 18.0002 10.9999C18.0002 15.4182 14.4185 18.9999 10.0002 18.9999C5.74985 18.9999 2.27369 15.6853 2.01555 11.5C1.99855 11.2244 2.22403 10.9999 2.50017 10.9999H3.50017C3.77632 10.9999 3.998 11.2246 4.0207 11.4998C4.2747 14.5796 6.85479 16.9999 10.0002 16.9999C13.3139 16.9999 16.0002 14.3136 16.0002 10.9999C16.0002 7.68622 13.3139 4.99992 10.0002 4.99992H6.58608L8.30378 6.71763C8.49904 6.91289 8.49904 7.22947 8.30378 7.42473L7.59667 8.13184C7.40141 8.3271 7.08483 8.3271 6.88956 8.13184L4.06736 5.30964L4.06083 5.30323L3.35373 4.59612C3.15847 4.40086 3.15847 4.08427 3.35373 3.88901L6.88926 0.353478Z\" fill=\"currentColor\"\/><\/svg>    <\/span>\n    <span class=\"sr-text js-button-label\">\n        pause    <\/span>\n<\/button>\n        <\/div>\n\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>System mapowania obozu dla uchod\u017ac\u00f3w Kakuma przechodzi modernizacj\u0119 dzi\u0119ki aktywnemu zaanga\u017cowaniu jego mieszka\u0144c\u00f3w<\/p>\n","protected":false},"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":true},"tags":[],"class_list":["post-22698","stories","type-stories","status-publish","hentry","collections-the-uplift","entry","page-content"],"acf":{"featured_media_featured_scrim_color":"#74391d","featured_media_card_ratio":"3-2","featured_media_card_image":19872,"featured_media_card_video":"","featured_media_card_video_button_desc":"","featured_media_featured_image":19872,"featured_media_featured_video":"","featured_media_featured_video_button_desc":"","featured_media_featured_headline":"","featured_media_featured_excerpt":"","featured_media_search_image":19845,"featured_media_search_card_image":19872,"featured_media_search_card_video":"","featured_media_search_card_video_button_desc":"","disable_segoe_serif":false,"settings":{"external_url":[""],"collections":6}},"_links":{"self":[{"href":"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/stories\/22698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/stories"}],"about":[{"href":"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/types\/stories"}],"wp:attachment":[{"href":"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/media?parent=22698"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/unlocked.microsoft.com\/pl\/wp-json\/wp\/v2\/tags?post=22698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}