{"id":1423,"date":"2026-07-16T08:00:00","date_gmt":"2026-07-16T08:00:00","guid":{"rendered":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/?p=1423"},"modified":"2026-07-15T14:21:05","modified_gmt":"2026-07-15T14:21:05","slug":"out-of-the-loop","status":"publish","type":"post","link":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/out-of-the-loop\/","title":{"rendered":"Out of the Loop?"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><em>The case for rethinking when humans should review AI output<\/em><\/h3>\n\n\n\n<p>We tend to treat human oversight in AI adoption as the responsible choice. But as organizations increase their reliance on AI, the feasibility of that plan falters: if AI is deployed at scale, there will simply be too many touchpoints to keep a human in the loop on them all. The new paper \u201c<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=6417798\" target=\"_blank\" rel=\"noreferrer noopener\">Optimal Human AI Coordination in Decision Workflows: Collaboration Paradox and Automation Cliffs<\/a>,\u201d co-written by HBS AI Institute Associate <a href=\"https:\/\/www.hbs.edu\/faculty\/Pages\/profile.aspx?facId=1432015\" target=\"_blank\" rel=\"noreferrer noopener\">Michael Lingzhi Li<\/a>, tackles this challenge head on. For a given workflow, should decisions be made by AI alone, humans alone, or humans with AI assistance? According to this study, the surprising answer is <em>not<\/em> to collaborate by default.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Why This Matters<\/strong><\/h4>\n\n\n\n<p>For business leaders and executives, adding more human-in-the-loop steps may feel like a safer AI strategy, but this research shows why that can be misleading. If you\u2019re stretching your people across too many AI-assisted decisions and workflows, the expected gains and ROI may not materialize. The right strategy might be full automation, or even no AI at all. Collaboration doesn\u2019t need to be the default answer: it\u2019s a design choice, and one that will decide whether your organization will rise above the competition.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><a href=\"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/\" target=\"_blank\" rel=\"noreferrer noopener\">Link to the HBS AI Institute Insight Article<\/a><br><a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=6417798\" target=\"_blank\" rel=\"noreferrer noopener\">Link to the Research Paper<\/a><br><a href=\"https:\/\/aiinstitute.hbs.edu\/#join-our-community\" target=\"_blank\" rel=\"noreferrer noopener\">Sign up for our newsletter to stay up to date with HBS AI Institute news and research<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The case for rethinking when humans should review AI output<\/p>\n","protected":false},"author":19452,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_trash_the_other_posts":false,"rkv_hide_featured_image":false,"rkv_hide_page_title":false,"rkv_hide_abstract_shapes":true,"rkv_reduce_header":false,"hbsd3_featured_media_url":"https:\/\/vimeo.com\/1210207891 ","hbsd3_featured_media_url_autoplay":false,"editor_notices":[],"footnotes":""},"categories":[1],"tags":[],"tax_cop":[],"rkv-people-shadow":[8],"insight_type":[],"class_list":["post-1423","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Out of the Loop? - Future Proof with AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Out of the Loop? - Future Proof with AI\" \/>\n<meta property=\"og:description\" content=\"The case for rethinking when humans should review AI output\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/\" \/>\n<meta property=\"og:site_name\" content=\"Future Proof with AI\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-16T08:00:00+00:00\" \/>\n<meta name=\"author\" content=\"HBS AI Content &amp; Learning\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"HBS AI Content &amp; Learning\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/out-of-the-loop\\\/\"},\"author\":{\"name\":\"trevormasse\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/#\\\/schema\\\/person\\\/1185726ac704474179c007e053462f9d\"},\"headline\":\"Out of the Loop?\",\"datePublished\":\"2026-07-16T08:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/out-of-the-loop\\\/\"},\"wordCount\":243,\"commentCount\":0,\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/out-of-the-loop\\\/\",\"url\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/\",\"name\":\"Out of the Loop? - Future Proof with AI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/#website\"},\"datePublished\":\"2026-07-16T08:00:00+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/#\\\/schema\\\/person\\\/1185726ac704474179c007e053462f9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/out-of-the-loop\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Out of the Loop?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/#website\",\"url\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/\",\"name\":\"Future Proof with AI\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/#\\\/schema\\\/person\\\/1185726ac704474179c007e053462f9d\",\"name\":\"trevormasse\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g\",\"caption\":\"trevormasse\"},\"url\":\"https:\\\/\\\/aiinstitute.hbs.edu\\\/future-proof-with-ai\\\/author\\\/d3-content-learning\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Out of the Loop? - Future Proof with AI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/","og_locale":"en_US","og_type":"article","og_title":"Out of the Loop? - Future Proof with AI","og_description":"The case for rethinking when humans should review AI output","og_url":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/","og_site_name":"Future Proof with AI","article_published_time":"2026-07-16T08:00:00+00:00","author":"HBS AI Content & Learning","twitter_card":"summary_large_image","twitter_misc":{"Written by":"HBS AI Content & Learning","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/#article","isPartOf":{"@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/out-of-the-loop\/"},"author":{"name":"trevormasse","@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/#\/schema\/person\/1185726ac704474179c007e053462f9d"},"headline":"Out of the Loop?","datePublished":"2026-07-16T08:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/out-of-the-loop\/"},"wordCount":243,"commentCount":0,"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/out-of-the-loop\/","url":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/","name":"Out of the Loop? - Future Proof with AI","isPartOf":{"@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/#website"},"datePublished":"2026-07-16T08:00:00+00:00","author":{"@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/#\/schema\/person\/1185726ac704474179c007e053462f9d"},"breadcrumb":{"@id":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/aiinstitute.hbs.edu\/out-of-the-loop\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/"},{"@type":"ListItem","position":2,"name":"Out of the Loop?"}]},{"@type":"WebSite","@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/#website","url":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/","name":"Future Proof with AI","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/#\/schema\/person\/1185726ac704474179c007e053462f9d","name":"trevormasse","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1fc8bf8d51ffb84ce05cbf148543f340094d44cd0e56022daac5fbf115b8dc5a?s=96&d=mm&r=g","caption":"trevormasse"},"url":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/author\/d3-content-learning\/"}]}},"_links":{"self":[{"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/posts\/1423","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/users\/19452"}],"replies":[{"embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/comments?post=1423"}],"version-history":[{"count":1,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/posts\/1423\/revisions"}],"predecessor-version":[{"id":1424,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/posts\/1423\/revisions\/1424"}],"wp:attachment":[{"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/media?parent=1423"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/categories?post=1423"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/tags?post=1423"},{"taxonomy":"tax_cop","embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/tax_cop?post=1423"},{"taxonomy":"rkv-people-shadow","embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/rkv-people-shadow?post=1423"},{"taxonomy":"insight_type","embeddable":true,"href":"https:\/\/aiinstitute.hbs.edu\/future-proof-with-ai\/wp-json\/wp\/v2\/insight_type?post=1423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}