{"id":604062,"date":"2019-07-18T13:00:54","date_gmt":"2019-07-18T20:00:54","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=604062"},"modified":"2019-08-16T16:34:39","modified_gmt":"2019-08-16T23:34:39","slug":"increasing-ai-programmer-productivity","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/increasing-ai-programmer-productivity\/","title":{"rendered":"Increasing AI Programmer Productivity"},"content":{"rendered":"<p>With the advent of machine learning techniques, programmer productivity is poised to significantly improve. The job of a software engineer is changing into one where they learn a model for a function by using vast amounts of data, and then apply this model to predict or infer the value of this function on new and unknown data.<\/p>\n<p>But for this new model of software development to become the dominant approach, we will need advances in several areas, including in program synthesis, compilers, high-performance computer systems, and neural network architectures. This session will identify the new programmer paradigm and identify what is needed to realize the potential productivity improvements it promises.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With the advent of machine learning techniques, programmer productivity is poised to significantly improve. The job of a software engineer is changing into one where they learn a model for a function by using vast amounts of data, and then apply this model to predict or infer the value of this function on new and [&hellip;]<\/p>\n","protected":false},"featured_media":604074,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"footnotes":""},"research-area":[13556,13560],"msr-video-type":[238872],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-604062","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-programming-languages-software-engineering","msr-video-type-faculty-summit","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/Qw96nfePxLg","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/604062"}],"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":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/604062\/revisions"}],"predecessor-version":[{"id":604065,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/604062\/revisions\/604065"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/604074"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=604062"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=604062"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=604062"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=604062"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=604062"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=604062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}