{"id":861681,"date":"2022-07-19T14:13:07","date_gmt":"2022-07-19T21:13:07","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-video&#038;p=861681"},"modified":"2022-07-22T15:15:36","modified_gmt":"2022-07-22T22:15:36","slug":"using-platform-models-responsibly-developer-tools-with-human-ai-partnership-at-the-center","status":"publish","type":"msr-video","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/using-platform-models-responsibly-developer-tools-with-human-ai-partnership-at-the-center\/","title":{"rendered":"Using platform models responsibly: Developer tools with human-AI partnership at the center"},"content":{"rendered":"<p>How we develop AI systems is changing. We can do it faster and more easily than before thanks to the emergence of platform models\u2014that is, large-scale models that are trained on vast and diverse amounts of data and can easily be adapted to new applications. Spanning modalities, these models can be used to drive a broad range of applications. Platform models present opportunities we\u2019re only beginning to grasp and risks that require greater understanding and long-term solutions. At Microsoft, researchers are exploring ways to harness the ability of platform models in ways that maximize their benefit to society.<\/p>\n<p>Learn about the methods and tools Microsoft researchers are working on to help build reliable AI applications with platform models:<\/p>\n<ul>\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/detoxigen-leveraging-large-language-models-to-build-more-robust-hate-speech-detection-tools\/\">(De)ToxiGen: Leveraging large language models to build more robust hate speech detection tools<\/a> (blog post)<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/TOXIGEN\/\" target=\"_blank\" rel=\"noopener noreferrer\">ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u200b (download)<\/li>\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/partnering-people-with-large-language-models-to-find-and-fix-bugs-in-nlp-systems\/\">Partnering people with large language models to find and fix bugs in NLP systems<\/a> (blog post)<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/youtu.be\/9xQd8On3u3Q\" target=\"_blank\" rel=\"noopener noreferrer\">Adaptive Testing and Debugging of NLP models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (video)<\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/adatest\" target=\"_blank\" rel=\"noopener noreferrer\">AdaTest<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (download)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>How we develop AI systems is changing. We can do it faster and more easily than before thanks to the emergence of platform models\u2014that is, large-scale models that are trained on vast and diverse amounts of data and can easily be adapted to new applications. Spanning modalities, these models can be used to drive a [&hellip;]<\/p>\n","protected":false},"featured_media":861684,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_hide_image_in_river":0,"footnotes":""},"research-area":[13561,13556,13554],"msr-video-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-session-type":[],"msr-impact-theme":[],"msr-pillar":[],"msr-episode":[],"msr-research-theme":[],"class_list":["post-861681","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-algorithms","msr-research-area-artificial-intelligence","msr-research-area-human-computer-interaction","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/OPiJCuer6wY","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/861681","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":6,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/861681\/revisions"}],"predecessor-version":[{"id":864240,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/861681\/revisions\/864240"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/861684"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=861681"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=861681"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=861681"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=861681"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=861681"},{"taxonomy":"msr-session-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-session-type?post=861681"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=861681"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=861681"},{"taxonomy":"msr-episode","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-episode?post=861681"},{"taxonomy":"msr-research-theme","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-research-theme?post=861681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}