{"id":8840,"date":"2018-06-22T08:15:53","date_gmt":"2018-06-22T12:15:53","guid":{"rendered":"https:\/\/michigan.it.umich.edu\/news\/?p=8840"},"modified":"2024-07-08T06:05:53","modified_gmt":"2024-07-08T10:05:53","slug":"crowdsourcing-in-milliseconds","status":"publish","type":"post","link":"https:\/\/michigan.it.umich.edu\/news\/2018\/06\/22\/crowdsourcing-in-milliseconds\/","title":{"rendered":"Crowdsourcing in milliseconds"},"content":{"rendered":"<div id=\"attachment_8842\" style=\"width: 475px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-8842\" class=\"size-full wp-image-8842\" src=\"https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg\" alt=\"speech bubble made up of group of diverse people\" width=\"465\" height=\"333\" srcset=\"https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg 465w, https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-125x90.jpg 125w, https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-279x200.jpg 279w, https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-60x42.jpg 60w\" sizes=\"auto, (max-width: 465px) 100vw, 465px\" \/><p id=\"caption-attachment-8842\" class=\"wp-caption-text\">(Copyright: <a href=\"https:\/\/depositphotos.com\/13834677\/stock-illustration-speech-bubble.html\">Sarella\/Depositphotos)<\/a><\/p><\/div>\n<p><strong>Walter Lasecki<\/strong>, assistant professor in the College of Engineering and in the School of Information, has co-authored a paper introducing the \u201clook-ahead approach,\u201d a hybrid intelligence workflow that enables instantaneous crowdsourcing systems that can return crowd responses within milliseconds.<\/p>\n<p>According to the published paper, &#8220;Bolt: Instantaneous Crowdsourcing via Just-in-Time Training:&#8221;<\/p>\n<p style=\"padding-left: 30px;\"><em>&#8230;real-time crowdsourcing has made it possible to solve problems that are beyond the scope of AI within a matter of seconds, not hours or days using traditional crowdsourcing techniques. While this has led to an increase in the potential application domains of crowdsourcing and human computation, problems that require machine-level speeds\u2014on the order of milliseconds, not seconds\u2014have remained out of reach because of the fundamental bounds of human perception.<\/em><\/p>\n<p>But Lasecki says the research demonstrates it is possible to exceed these bounds by combining human and machine intelligence\u2014the look-ahead approach. Through a series of crowd worker experiments, the research shows that this new approach can outperform the fastest individual worker \u201cby approximately two orders of magnitude. Our work opens new avenues for hybrid intelligence systems that are as smart as people, but also far faster than humanly possible.\u201d<\/p>\n<p>The paper was accepted for publication and presentation at the <a href=\"https:\/\/chi2018.acm.org\/\">2018 CHI conference<\/a>, held in April in Montreal.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Walter Lasecki, assistant professor in the College of Engineering and in the School of Information, has co-authored a paper introducing the \u201clook-ahead approach,\u201d a hybrid intelligence workflow that enables instantaneous crowdsourcing systems that can return crowd responses within milliseconds. According to the published paper, &#8220;Bolt: Instantaneous Crowdsourcing via Just-in-Time Training:&#8221; &#8230;real-time crowdsourcing has made it possible to solve\u2026 <span class=\"read-more\"><a href=\"https:\/\/michigan.it.umich.edu\/news\/2018\/06\/22\/crowdsourcing-in-milliseconds\/\">Read More &raquo;<\/a><\/span><\/p>\n","protected":false},"author":75,"featured_media":8842,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","_umich_oidc_access":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_ef_editorial_meta_date_first-draft-date":"","_ef_editorial_meta_paragraph_assignment":"","_ef_editorial_meta_checkbox_needs-photo":"","_ef_editorial_meta_number_word-count":"","footnotes":""},"categories":[5],"tags":[61,499,130],"class_list":["post-8840","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-campus-news","tag-ai","tag-crowdsource","tag-research"],"uagb_featured_image_src":{"full":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"thumbnail":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-125x90.jpg",125,90,true],"medium":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-279x200.jpg",279,200,true],"medium_large":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"large":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"1536x1536":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"2048x2048":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"excerpt-thumbnail":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-200x140.jpg",200,140,true],"themonic-thumbnail":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-60x42.jpg",60,42,true],"ioslider-thumbnail":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015-465x300.jpg",465,300,true],"post-thumbnail":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",465,333,false],"400x250-crop":["https:\/\/michigan.it.umich.edu\/news\/wp-content\/uploads\/2018\/06\/Depositphotos_13834677_s-2015.jpg",349,250,false]},"uagb_author_info":{"display_name":"Sheryl James, School of Information","author_link":"https:\/\/michigan.it.umich.edu\/news\/author\/sherylvi\/"},"uagb_comment_info":0,"uagb_excerpt":"Walter Lasecki, assistant professor in the College of Engineering and in the School of Information, has co-authored a paper introducing the \u201clook-ahead approach,\u201d a hybrid intelligence workflow that enables instantaneous crowdsourcing systems that can return crowd responses within milliseconds. According to the published paper, &#8220;Bolt: Instantaneous Crowdsourcing via Just-in-Time Training:&#8221; &#8230;real-time crowdsourcing has made it&hellip;","_links":{"self":[{"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/posts\/8840","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/users\/75"}],"replies":[{"embeddable":true,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/comments?post=8840"}],"version-history":[{"count":7,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/posts\/8840\/revisions"}],"predecessor-version":[{"id":8853,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/posts\/8840\/revisions\/8853"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/media\/8842"}],"wp:attachment":[{"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/media?parent=8840"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/categories?post=8840"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michigan.it.umich.edu\/news\/wp-json\/wp\/v2\/tags?post=8840"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}