{"id":785,"date":"2024-05-08T10:25:50","date_gmt":"2024-05-08T08:25:50","guid":{"rendered":"https:\/\/www.kiki-labor.fau.de\/?page_id=785"},"modified":"2025-03-20T15:06:08","modified_gmt":"2025-03-20T14:06:08","slug":"station19","status":"publish","type":"page","link":"https:\/\/www.kiki-labor.fau.de\/en\/station19\/","title":{"rendered":"Box 19 &#8211; Explainable AI"},"content":{"rendered":"<h3>Box 19: Explainable AI<\/h3>\n<h4>Trust, but verify!<\/h4>\n<p>The functioning of AI systems trained on large amounts of data using machine learning algorithms is often difficult to explain. Accordingly, it is difficult to determine how such an AI system comes to a result and how to assess it. AI systems that apply methods of explainable artificial intelligence (eXplainable AI) can help with this. In this box, students test how their confidence in the results of AI systems changes based on explanations for how the results were obtained.<\/p>\n<p>The information text explains how eXplainable AI methods work.<\/p>\n<p>This learning box was developed in cooperation with Ute Schmid, Chair of Cognitive Systems at the Otto-Friedrich-University Bamberg. Many thanks for your cooperation!<\/p>\n<a class=\"rrze-elements standard-btn primary-btn\" href=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/02\/19_Infotexte_LY_Erklaerbare-KI_EN.pdf\"><span>Explanatory text<\/span><\/a>\n<div class=\"wp-block-gallery-container wp-block-gallery-1\"><figure class=\"wp-block-gallery has-nested-images columns-1 is-cropped is-layout-flex wp-block-gallery-is-layout-flex\">\n            \n            <figure class=\"wp-block-image size-full\"><div class=\"image-wrapper\"><img loading=\"lazy\" decoding=\"async\" data-id=\"1528\" src=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c.png\" alt=\"\" class=\"wp-image-1528 tall-image\" srcset=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c.png 2336w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-300x267.png 300w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-1024x910.png 1024w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-768x683.png 768w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-1536x1366.png 1536w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-2048x1821.png 2048w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-124x110.png 124w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-270x240.png 270w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-360x320.png 360w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c-529x470.png 529w\" \/><span class=\"gallery-index-display\">1\/5<\/span><button class=\"image-fullscreen-btn\" onclick=\"openImageFullscreen('https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/19_c.png')\">\u26f6<\/button><\/div><\/figure>\n            \n        \n            \n            <figure class=\"wp-block-image size-full\"><div class=\"image-wrapper\"><img loading=\"lazy\" decoding=\"async\" data-id=\"1591\" src=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-scaled.jpg\" alt=\"\" class=\"wp-image-1591 tall-image\" srcset=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-scaled.jpg 1920w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-225x300.jpg 225w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-768x1024.jpg 768w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-1152x1536.jpg 1152w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-1536x2048.jpg 1536w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-120x160.jpg 120w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-240x320.jpg 240w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-83x110.jpg 83w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-180x240.jpg 180w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-353x470.jpg 353w\" \/><span class=\"gallery-index-display\">2\/5<\/span><button class=\"image-fullscreen-btn\" onclick=\"openImageFullscreen('https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162243-scaled.jpg')\">\u26f6<\/button><\/div><\/figure>\n            \n        \n            \n            <figure class=\"wp-block-image size-full\"><div class=\"image-wrapper\"><img loading=\"lazy\" decoding=\"async\" data-id=\"1590\" src=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-scaled.jpg\" alt=\"\" class=\"wp-image-1590 tall-image\" srcset=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-scaled.jpg 1920w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-225x300.jpg 225w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-768x1024.jpg 768w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-1152x1536.jpg 1152w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-1536x2048.jpg 1536w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-120x160.jpg 120w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-240x320.jpg 240w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-83x110.jpg 83w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-180x240.jpg 180w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-353x470.jpg 353w\" \/><span class=\"gallery-index-display\">3\/5<\/span><button class=\"image-fullscreen-btn\" onclick=\"openImageFullscreen('https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162317-scaled.jpg')\">\u26f6<\/button><\/div><\/figure>\n            \n        \n            \n            <figure class=\"wp-block-image size-full\"><div class=\"image-wrapper\"><img loading=\"lazy\" decoding=\"async\" data-id=\"1589\" src=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-scaled.jpg\" alt=\"\" class=\"wp-image-1589 tall-image\" srcset=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-scaled.jpg 1920w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-225x300.jpg 225w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-768x1024.jpg 768w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-1152x1536.jpg 1152w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-1536x2048.jpg 1536w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-120x160.jpg 120w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-240x320.jpg 240w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-83x110.jpg 83w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-180x240.jpg 180w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-353x470.jpg 353w\" \/><span class=\"gallery-index-display\">4\/5<\/span><button class=\"image-fullscreen-btn\" onclick=\"openImageFullscreen('https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_162342-scaled.jpg')\">\u26f6<\/button><\/div><\/figure>\n            \n        \n            \n            <figure class=\"wp-block-image size-full\"><div class=\"image-wrapper\"><img loading=\"lazy\" decoding=\"async\" data-id=\"1588\" src=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-scaled.jpg\" alt=\"\" class=\"wp-image-1588 tall-image\" srcset=\"https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-scaled.jpg 1920w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-225x300.jpg 225w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-768x1024.jpg 768w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-1152x1536.jpg 1152w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-1536x2048.jpg 1536w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-120x160.jpg 120w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-240x320.jpg 240w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-83x110.jpg 83w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-180x240.jpg 180w, https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-353x470.jpg 353w\" \/><span class=\"gallery-index-display\">5\/5<\/span><button class=\"image-fullscreen-btn\" onclick=\"openImageFullscreen('https:\/\/www.kiki-labor.fau.de\/files\/2025\/03\/20241028_164614-scaled.jpg')\">\u26f6<\/button><\/div><\/figure>\n            \n        <\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Box 19: Explainable AI Trust, but verify! The functioning of AI systems trained on large amounts of data using machine learning algorithms is often difficult to explain. Accordingly, it is difficult to determine how such an AI system comes to a result and how to assess it. AI systems that apply methods of explainable artificial [&hellip;]<\/p>\n","protected":false},"author":4193,"featured_media":1529,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_rrze_cache":"enabled","_rrze_multilang_single_locale":"en_US","_rrze_multilang_single_source":"https:\/\/www.kiki-labor.fau.de\/?page_id=150","_faue_teaser_image_id":0,"footnotes":""},"page_category":[52],"page_tag":[32],"class_list":["post-785","page","type-page","status-publish","has-post-thumbnail","hentry","page_category-stationen_en","en-US"],"faue_teaser_image_url":"","_links":{"self":[{"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/pages\/785","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/users\/4193"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/comments?post=785"}],"version-history":[{"count":8,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/pages\/785\/revisions"}],"predecessor-version":[{"id":1592,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/pages\/785\/revisions\/1592"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/media\/1529"}],"wp:attachment":[{"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/media?parent=785"}],"wp:term":[{"taxonomy":"page_category","embeddable":true,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/page_category?post=785"},{"taxonomy":"page_tag","embeddable":true,"href":"https:\/\/www.kiki-labor.fau.de\/wp-json\/wp\/v2\/page_tag?post=785"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}