{"id":3571,"date":"2025-06-10T12:40:04","date_gmt":"2025-06-10T16:40:04","guid":{"rendered":"https:\/\/www.um.org\/umap2025\/?page_id=3571"},"modified":"2025-06-17T18:26:58","modified_gmt":"2025-06-17T22:26:58","slug":"industry-panel","status":"publish","type":"page","link":"https:\/\/www.um.org\/umap2025\/industry-panel\/","title":{"rendered":"Industry Panel"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3571\" class=\"elementor elementor-3571\">\n\t\t\t\t<div class=\"elementor-element elementor-element-281368a5 e-con-full e-flex e-con e-parent\" data-id=\"281368a5\" data-element_type=\"container\" id=\"umap-home-image\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-667ccbe5 e-con-full umap-title e-flex e-con e-parent\" data-id=\"667ccbe5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58cb84bb elementor-widget elementor-widget-heading\" data-id=\"58cb84bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Industry Panel<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-208869ab e-con-full e-flex e-con e-parent\" data-id=\"208869ab\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc6ee27 elementor-widget elementor-widget-spacer\" data-id=\"2dc6ee27\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19c6a59 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"19c6a59\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ecf90d elementor-widget elementor-widget-heading\" data-id=\"0ecf90d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">June 17 - 5.50pm - Room 121 - First Floor<br>\n\nGenAI for user modelling: \nfrom theory to practice<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3edbb3 no-margin-paragraph elementor-widget elementor-widget-text-editor\" data-id=\"e3edbb3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The panel brings together practitioners from different industry verticals and company sizes, from growing startups to public companies with tens of millions of users. Leveraging everyone\u2019s experience and perspective, we will assess how large language models are transforming personalization and user modelling: how much of the old world is relevant? What exciting new developments were previously thought to be impossible? The panel (the first-ever industry panel at UMAP) will also give us a chance to reflect on the interplay between academic research and production systems, and what each can learn from the other.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a066df0 e-con-full e-flex e-con e-parent\" data-id=\"a066df0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b434a7 elementor-widget elementor-widget-spacer\" data-id=\"7b434a7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3be7b5c umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"3be7b5c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52d167a elementor-widget elementor-widget-heading\" data-id=\"52d167a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/newsroom.ibm.com\/francesca-rossi\">Participants<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05b4360 umap-ast-container e-grid e-con-boxed e-con e-parent\" data-id=\"05b4360\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-60279bc e-con-full e-flex e-con e-child\" data-id=\"60279bc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d357956 elementor-widget elementor-widget-image\" data-id=\"d357956\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/jacopotagliabue.it\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.um.org\/umap2025\/wp-content\/uploads\/elementor\/thumbs\/jacopo_tagliabue-scaled-qwk3colc6lxt413mxux12gcm6aa61z8gux3cowf3ty.jpg\" title=\"jacopo_tagliabue\" alt=\"Jacopo Tagliabue\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f298d9 e-con-full e-flex e-con e-child\" data-id=\"7f298d9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c2439ad elementor-widget elementor-widget-heading\" data-id=\"c2439ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/jacopotagliabue.it\/\">Jacopo Tagliabue (<i>Moderator<\/i>)<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca81978 no-margin-paragraph elementor-widget elementor-widget-text-editor\" data-id=\"ca81978\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Bio: <\/b>serial entrepreneur, researcher and professor of MLSys at NYU, Jacopo was CTO and co-founder of Tooso, an AI-for-Ecommerce startup in San Francisco acquired by TSX:CVO in 2019. Jacopo has published in all major IR, NLP, and ML conferences, as well as being an invited speaker at RecSys and KDD.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2420c5f e-con-full e-flex e-con e-parent\" data-id=\"2420c5f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df23dad elementor-widget elementor-widget-spacer\" data-id=\"df23dad\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c33efe8 umap-ast-container e-grid e-con-boxed e-con e-parent\" data-id=\"c33efe8\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-099df3b e-con-full e-flex e-con e-child\" data-id=\"099df3b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0657719 elementor-widget elementor-widget-image\" data-id=\"0657719\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/tullie\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.um.org\/umap2025\/wp-content\/uploads\/elementor\/thumbs\/murrel-scaled-r7417gf9dq7prwlll5zsrtv315ot8r41md5mmnx3xi.jpg\" title=\"murrel\" alt=\"Tullie Murrel\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d9cf62 e-con-full e-flex e-con e-child\" data-id=\"1d9cf62\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4a1297 elementor-widget elementor-widget-heading\" data-id=\"a4a1297\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.linkedin.com\/in\/tullie\/\">Tullie Murrel<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08d10d6 no-margin-paragraph elementor-widget elementor-widget-text-editor\" data-id=\"08d10d6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Bio: <\/b>creator of PyTorchVideo, now founder and CEO of Shaped, a NYC based startup specialized in recommendation and personalization as a service. Shaped is part of the new wave of companies built in the cloud-AI-native era, able to leverage purpose-built tooling and the latest algorithmic advancements much faster than legacy players. Tullie represents a B2B, horizontal scaling POV, from the privileged position of a fast growing startup series A.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-70dd832 e-con-full e-flex e-con e-parent\" data-id=\"70dd832\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ceb07d4 elementor-widget elementor-widget-spacer\" data-id=\"ceb07d4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4985cbb umap-ast-container e-grid e-con-boxed e-con e-parent\" data-id=\"4985cbb\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5a4a3a9 e-con-full e-flex e-con e-child\" data-id=\"5a4a3a9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2628de elementor-widget elementor-widget-image\" data-id=\"e2628de\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/mariabelousova\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.um.org\/umap2025\/wp-content\/uploads\/elementor\/thumbs\/Marias-Daydream-Photo-r7417as88pzzu8tsi3k1cvabguglykhnll8pr05gyu.jpeg\" title=\"Evoto\" alt=\"Maria Belousova\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-483cebe e-con-full e-flex e-con e-child\" data-id=\"483cebe\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83ff945 elementor-widget elementor-widget-heading\" data-id=\"83ff945\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.linkedin.com\/in\/mariabelousova\/\">Maria Belousova<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ba2d3a no-margin-paragraph elementor-widget elementor-widget-text-editor\" data-id=\"1ba2d3a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Bio: <\/b>was the CTO of GrubHub and indigo, now CTO of Daydream, a startup specializing in personalized Fashion discovery. Maria represents a typical B2C POV, from the privileged position of a large marketplace in her previous role, and now in a vertical where user personalization is crucial.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a59433 e-con-full e-flex e-con e-parent\" data-id=\"1a59433\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-686907c elementor-widget elementor-widget-spacer\" data-id=\"686907c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d841ad9 umap-ast-container e-grid e-con-boxed e-con e-parent\" data-id=\"d841ad9\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8112424 e-con-full e-flex e-con e-child\" data-id=\"8112424\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66bac07 elementor-widget elementor-widget-image\" data-id=\"66bac07\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/klintonbicknell\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.um.org\/umap2025\/wp-content\/uploads\/elementor\/thumbs\/klinton-r7417j8ry8bkqqhi4p7ohb5gtbawvuf8mr432hsxeu.jpeg\" title=\"klinton\" alt=\"Klinton Bucknell\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-761ebf2 e-con-full e-flex e-con e-child\" data-id=\"761ebf2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3d9a9c elementor-widget elementor-widget-heading\" data-id=\"f3d9a9c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.linkedin.com\/in\/klintonbicknell\/\">Klinton Bicknell<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d867fb no-margin-paragraph elementor-widget elementor-widget-text-editor\" data-id=\"5d867fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Bio: <\/b>is the Head of AI at Duolingo. He works at the intersection of artificial intelligence and cognitive science. His research has been published in venues including ACL, PNAS, NAACL, Psychological Science, EDM, CogSci, and Cognition, and covered in the Financial Times, BBC, and Forbes. Klinton will provide a novel POV on personalization as a key to user engagement and better learning outcomes, as a complement to the traditional focus on improving conversion and loyalty.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0186182 e-con-full e-flex e-con e-parent\" data-id=\"0186182\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-489ab91 elementor-widget elementor-widget-spacer\" data-id=\"489ab91\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Industry Panel June 17 &#8211; 5.50pm &#8211; Room 121 &#8211; First Floor GenAI for user modelling: from theory to practice [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3571","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/pages\/3571","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/comments?post=3571"}],"version-history":[{"count":31,"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/pages\/3571\/revisions"}],"predecessor-version":[{"id":3685,"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/pages\/3571\/revisions\/3685"}],"wp:attachment":[{"href":"https:\/\/www.um.org\/umap2025\/wp-json\/wp\/v2\/media?parent=3571"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}