{"id":791543,"date":"2021-11-16T08:00:29","date_gmt":"2021-11-16T16:00:29","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=791543"},"modified":"2021-11-16T12:41:08","modified_gmt":"2021-11-16T20:41:08","slug":"tutorial-create-human-centered-ai-with-the-human-ai-experience-hax-toolkit","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/tutorial-create-human-centered-ai-with-the-human-ai-experience-hax-toolkit\/","title":{"rendered":"Tutorial: Create human-centered AI with the Human-AI eXperience (HAX) Toolkit"},"content":{"rendered":"<p>There\u2019s been a push to build AI technologies that benefit people and society while also mitigating potential harm. To accomplish this, it\u2019s important to take a holistic approach. We aim to help AI creators make responsible and human-centered decisions as they develop their products through technical advances in algorithms and models as well as sociotechnical advances in methods and tools. In this talk, researchers from Microsoft Research and the cross-company AI, Ethics, and Effects in Engineering and Research (Aether) Committee introduce the Human-AI eXperience (HAX) Toolkit\u2014a set of practical tools for creating human-centered AI technologies. They will share concrete examples and case studies to demonstrate how and when to use each tool in the Toolkit. They will also talk about open research challenges and opportunities to create responsible AI experiences.<\/p>\n<p>Resources: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/haxtoolkit\" target=\"_blank\" rel=\"noopener\">https:\/\/aka.ms\/haxtoolkit<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<p>Learn more about the 2021 Microsoft Research Summit: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/Aka.ms\/researchsummit\">https:\/\/Aka.ms\/researchsummit<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>There\u2019s been a push to build AI technologies that benefit people and society while also mitigating potential harm. To accomplish this, it\u2019s important to take a holistic approach. We aim to help AI creators make responsible and human-centered decisions as they develop their products through technical advances in algorithms and models as well as sociotechnical [&hellip;]<\/p>\n","protected":false},"featured_media":791546,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"footnotes":""},"research-area":[13556],"msr-video-type":[261263,261278],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-791543","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-video-type-research-summit-2021","msr-video-type-responsible-ai","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/PNoGW3KkEAs","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/791543"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":3,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/791543\/revisions"}],"predecessor-version":[{"id":791609,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/791543\/revisions\/791609"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/791546"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=791543"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=791543"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=791543"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=791543"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=791543"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=791543"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}