{"id":72422,"date":"2026-06-22T13:25:44","date_gmt":"2026-06-22T12:25:44","guid":{"rendered":"https:\/\/aicongress.barcelona\/?p=72422"},"modified":"2026-09-18T11:02:00","modified_gmt":"2026-09-18T10:02:00","slug":"models-dia-verticals-especialitzacio-o-generalitzacio","status":"publish","type":"post","link":"https:\/\/aicongress.barcelona\/en\/models-dia-verticals-especialitzacio-o-generalitzacio\/","title":{"rendered":"13.25h to 13.55h<br>Vertical AI models: specialization or generalization?"},"content":{"rendered":"<div class=\"wpb-content-wrapper\" id=\"wpb-content-root\"><p>[vc_section][vc_row css=&#8221;.vc_custom_1681910300131{padding-bottom: 30px !important;}&#8221;][vc_column]<div id=\"ultimate-heading-68996ac197686a9e6\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-68996ac197686a9e6 uvc-3972  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-68996ac197686a9e6 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">Vertical AI models: specialization or generalization?<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-68996ac197686a9e6 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h3><strong>22 October 2026 | <\/strong><strong>13.25h to 13:55h<\/strong><\/h3>\n<p><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ededed&#8221; css=&#8221;.vc_custom_1681913912294{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4 class=\"PDq2pG_selectionAnchorContainer\" data-start=\"0\" data-end=\"511\">The emergence of large general-purpose models has shaped the recent evolution of artificial intelligence, but interest in specialized vertical models is also growing. These models are developed for specific domains under principles of control, governance, and technological sovereignty. In this session, we will explore two examples that demonstrate how sovereign vertical AI models can deliver value in fields as important as biomedicine and the preservation of linguistic diversity in the digital environment.<\/h4>\n<h4 data-start=\"533\" data-end=\"546\"><strong data-start=\"533\" data-end=\"546\">Speakers:<\/strong><\/h4>\n<ul data-start=\"547\" data-end=\"654\" data-is-last-node=\"\" data-is-only-node=\"\">\n<li data-start=\"547\" data-end=\"614\">\n<h4>Ray G. Butler, CEO and Director of Data Science, Butler Scientifics<\/h4>\n<\/li>\n<li data-start=\"615\" data-end=\"654\" data-is-last-node=\"\">\n<h4>Aleix Figueres Sim\u00f3, AI lead, Fluendo<\/h4>\n<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space]<div id=\"ultimate-heading-94296ac197686aa96\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-94296ac197686aa96 uvc-8512  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-94296ac197686aa96 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">Presenter:<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space][vc_single_image image=&#8221;68522&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/cidai.eu\/en\/\">CIDAI<\/a> |\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/joan-mas-albaig%C3%A8s-9b27753\/\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;][vc_empty_space]<div id=\"ultimate-heading-93136ac197686ab28\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-93136ac197686ab28 uvc-7823  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-93136ac197686ab28 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">JOAN MAS<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4 style=\"text-align: left;\">Director, CIDAI<\/h4>\n<p style=\"text-align: left;\">Joan Mas is a Telecommunications engineer (UPC) and MBA (Webster University). He worked for 10 years at the European Space Agency, the Netherlands, in the ENVISAT and METOP projects, Earth observation satellites. From 2000 to 2008 he developed at NTE S.A., equipment for the International Space Station and life support systems for manned space missions. Until 2024 he was Director of the Digital Technologies Division at Eurecat, promoting developments in areas such as Data Analytics and Big Data, Artificial Intelligence, Cybersecurity and others for multi-sector applications. He is currently Scientific Director in the digital field at Eurecat and, from 2021, he is also Director of CIDAI.<\/p>\n<p>[\/vc_column_text][vc_column_text css=&#8221;&#8221;][\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space]<div id=\"ultimate-heading-49736ac197686abae\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-49736ac197686abae uvc-3205  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-49736ac197686abae h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">Speakers:<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space][vc_single_image image=&#8221;71802&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/butlerscientifics.com\/\"><b>Butler Scientifics <\/b><\/a>| <strong><a href=\"https:\/\/www.linkedin.com\/in\/x-alabart\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;][vc_empty_space]<div id=\"ultimate-heading-39006ac197686ac2e\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-39006ac197686ac2e uvc-5902  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-39006ac197686ac2e h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">RAY G. BUTLER<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<div id=\"ultimate-heading-29006a38fcb2375c9\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-29006a38fcb2375c9 uvc-5240 uvc-heading-default-font-sizes\" data-hspacer=\"line_only\" data-halign=\"left\">\n<div class=\"uvc-sub-heading ult-responsive\" data-ultimate-target=\".uvc-heading.ultimate-heading-29006a38fcb2375c9 .uvc-sub-heading \" data-responsive-json-new=\"{&quot;font-size&quot;:&quot;&quot;,&quot;line-height&quot;:&quot;&quot;}\">\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-94\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-94\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-94\" data-testid=\"conversation-turn-112\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"2e3cc343-abbd-4927-9787-1b670b0bae6e\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p style=\"text-align: left;\" data-start=\"0\" data-end=\"48\" data-is-last-node=\"\" data-is-only-node=\"\"><strong data-start=\"0\" data-end=\"48\" data-is-last-node=\"\" data-is-only-node=\"\">CEO and Director of Data Science, Butler Scientifics<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-95\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-95\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-95\" data-testid=\"conversation-turn-114\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"fdd0888b-8fad-4bc8-8163-4c7c3d5d6225\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p class=\"PDq2pG_selectionAnchorContainer\" style=\"text-align: left;\" data-start=\"0\" data-end=\"642\" data-is-last-node=\"\" data-is-only-node=\"\">Ray G. Butler holds a degree in Computer Science from the University of Las Palmas de Gran Canaria and an Executive MBA from EADA Barcelona. He began his professional career at Abengoa, Giesecke &amp; Devrient, and Panlab. In 2012, he founded Butler Scientifics, where he leads the development of BioConverse, a data exploration platform that helps research teams in hospitals, universities, and pharmaceutical companies gain a better understanding of diseases through their clinical data. Today, with a strategic focus on data science automation, he collaborates with leading medical centers while also teaching at IL3 \u2013 University of Barcelona.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-78396ac197686acb3\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-78396ac197686acb3 uvc-7039  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-78396ac197686acb3 h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">BioConverse evolves: from conversations with data to agent-guided biomedical exploration<\/h4><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-78396ac197686acb3 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>BioConverse showcases its latest advances as an agentic platform designed to transform biomedical data exploration. This session will demonstrate how the platform orchestrates the different components of its ecosystem to automate every stage of the data science workflow: defining objectives, formulating research questions, auditing data, integrating external information, exploring data with AutoDiscovery, interpreting results, and producing traceable conclusions. Discover how AI can go beyond chat interfaces to become a rigorous, practical, and controllable guide for biomedical research.<\/h4>\n<p><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;][\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space][vc_single_image image=&#8221;71805&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/fluendo.com\/\" target=\"_blank\" rel=\"noopener\">FLUENDO<\/a><\/strong> | <strong><a href=\"https:\/\/www.linkedin.com\/in\/aleix-figueres-sim%C3%B3-294670b0\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;][vc_empty_space]<div id=\"ultimate-heading-636ac197686ad3d\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-636ac197686ad3d uvc-2401  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-636ac197686ad3d h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">ALEIX FIGUERES SIM\u00d3<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<div id=\"ultimate-heading-29006a38fcb2375c9\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-29006a38fcb2375c9 uvc-5240 uvc-heading-default-font-sizes\" data-hspacer=\"line_only\" data-halign=\"left\">\n<div class=\"uvc-sub-heading ult-responsive\" data-ultimate-target=\".uvc-heading.ultimate-heading-29006a38fcb2375c9 .uvc-sub-heading \" data-responsive-json-new=\"{&quot;font-size&quot;:&quot;&quot;,&quot;line-height&quot;:&quot;&quot;}\">\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-98\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-98\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-98\" data-testid=\"conversation-turn-120\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"db613f1f-2390-4ada-ad76-00193fcc93cf\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p style=\"text-align: left;\" data-start=\"0\" data-end=\"20\" data-is-last-node=\"\" data-is-only-node=\"\"><strong data-start=\"0\" data-end=\"20\" data-is-last-node=\"\" data-is-only-node=\"\">AI Manager, Fluendo<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<div class=\"qMYqUG_convSearchResultHighlightRoot\" style=\"text-align: left;\">\n<div class=\"\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-99\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-99\" data-turn-id-container=\"request-WEB:40049942-1b43-428b-b4f5-b81cf07ff533-99\" data-testid=\"conversation-turn-122\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"012a27c0-a254-40ee-ae64-3317f9cb7ebb\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"0\" data-end=\"618\" data-is-last-node=\"\" data-is-only-node=\"\">An aeronautical engineer with a master&#8217;s degree in Automation and Robotics from the Universitat Polit\u00e8cnica de Catalunya (UPC), he began his career in the field of unmanned aerial systems (UAS), founding a company focused on precision agriculture and aerial inspections. He later specialized in software development, primarily in computer vision, working in sectors such as automotive and embedded systems. In recent years, he has focused on artificial intelligence, leading teams and projects covering the entire AI lifecycle, from model training and evaluation to deployment in production and real-time environments.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<p style=\"text-align: left;\">\n<\/div>\n<\/div>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-17986ac197686adbb\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-17986ac197686adbb uvc-5982  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-17986ac197686adbb h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">IA\u00b7Veu: synthetic Catalan voices with safe and responsible AI<\/h4><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-17986ac197686adbb .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>In this talk, we will present IA\u00b7Veu, a Catalan voice cloning project created to help reduce the gap in speech synthesis technologies for under-resourced languages. We will explain how we achieved high-quality synthetic voices using recordings from professional voice actors, the challenges specific to the Catalan language, and the limitations encountered in prosody and expressiveness. We will also share the project&#8217;s evolution towards generative models with control over intonation, rhythm, and pitch, as well as the results achieved through new training strategies and transfer learning techniques that enable the adaptation of new voices using significantly less data.<\/h4>\n<p><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;][\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][\/vc_section]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>The emergence of large general-purpose models has shaped the recent evolution of artificial intelligence.<\/p>\n","protected":false},"author":10,"featured_media":71577,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[654],"tags":[],"class_list":["post-72422","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-22-octubre-en-2","category-654","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>13.25h to 13.55hVertical AI models: specialization or generalization? - AI Congress<\/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:\/\/aicongress.barcelona\/en\/models-dia-verticals-especialitzacio-o-generalitzacio\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"13.25h to 13.55hVertical AI models: specialization or generalization? - AI Congress\" \/>\n<meta property=\"og:description\" content=\"The emergence of large general-purpose models has shaped the recent evolution of artificial intelligence.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aicongress.barcelona\/en\/models-dia-verticals-especialitzacio-o-generalitzacio\/\" \/>\n<meta property=\"og:site_name\" content=\"AI Congress\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-22T12:25:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-18T10:02:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aicongress.barcelona\/wp-content\/uploads\/2023\/04\/Plantilla-imatgesite-1-03.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"480\" \/>\n\t<meta property=\"og:image:height\" content=\"219\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Miriam Ardevol\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Miriam Ardevol\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/\"},\"author\":{\"name\":\"Miriam Ardevol\",\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/#\\\/schema\\\/person\\\/100a5325b1ca4ec278b7fd2a507af187\"},\"headline\":\"13.25h to 13.55h Vertical AI models: specialization or generalization?\",\"datePublished\":\"2026-06-22T12:25:44+00:00\",\"dateModified\":\"2026-09-18T10:02:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/\"},\"wordCount\":1152,\"image\":{\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aicongress.barcelona\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/Plantilla-imatgesite-1-03.jpg\",\"articleSection\":[\"22-OCTUBRE-en-bloc2\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/\",\"url\":\"https:\\\/\\\/aicongress.barcelona\\\/en\\\/models-dia-verticals-especialitzacio-o-generalitzacio\\\/\",\"name\":\"13.25h to 13.55h Vertical AI models: specialization or generalization? 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