{"id":20198,"date":"2026-02-24T09:26:45","date_gmt":"2026-02-24T08:26:45","guid":{"rendered":"https:\/\/www.uni.lu\/snt-en\/?page_id=20198"},"modified":"2026-04-23T14:08:13","modified_gmt":"2026-04-23T12:08:13","slug":"research","status":"publish","type":"page","link":"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/research\/","title":{"rendered":"AI research"},"content":{"rendered":"<div class=\"section py-0 static\">\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><!-- SecondaryNavigationMirror --><div class=\"js-secondary-nav--sticky wp-block-unilux-blocks-secondary-navigation\" id=\"1dcf26aa-6763-4e4b-b056-a59f5a302793\">\n    <nav id=\"secondary-navigation\" role=\"navigation\" aria-label=\"Secondary menu\" class=\"secondary-nav\">\n        <button class=\"secondary-nav__button btn btn-solid--primary w-full\" aria-expanded=\"false\" aria-controls=\"secondary-navigation__list\" title=\"The selected page is Overview\" type=\"button\">\n            <span class=\"btn__name mr-auto\">Overview<\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n            <\/svg>\n        <\/button>\n\n        <ul id=\"secondary-navigation__list\" class=\"secondary-nav__list\">\n            <li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Overview<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/research\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Research<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/people\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">People<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/impact\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Impact<\/span>\n    <\/a>\n<\/li>\n        <\/ul>\n    <\/nav>\n<\/div>\n<!-- end SecondaryNavigationMirror -->\n\n\n<section class=\"section no-padding-y wp-block-unilux-blocks-hero\">\n    <div class=\"hero hero--2  \">\n        \n<header class=\"wp-block-unilux-blocks-wrapper hero__header\">\n<div class=\"wp-block-unilux-blocks-wrapper hero__container\">\n<span class=\"hero__title__subject wp-block-unilux-blocks-plain-text\">Our scientific programme<\/span>\n\n\n<h1 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"how-we-approach-ai-research\"\n    >\nHow we approach AI research<\/h1>\n<\/div>\n<\/header>\n<figure class=\"wp-block-dev4-reusable-blocks-image hero__visual object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/02\/24134250\/ai-landing-page-research-hero.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/02\/24134250\/ai-landing-page-research-hero-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/02\/24134250\/ai-landing-page-research-hero-1024x768.png 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/02\/24134250\/ai-landing-page-research-hero-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/02\/24134250\/ai-landing-page-research-hero.png 1500w\"\n                style=\"object-position: 0.00% 22.00%; font-family: &quot;object-fit: cover; object-position: 0.00% 22.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure>\n<div class=\"wp-block-unilux-blocks-wrapper hero__body\">\n<div class=\"wp-block-unilux-blocks-wrapper hero__container\">\n<p class=\"wp-block-unilux-blocks-plain-text\">SnT&#8217;s AI research is organised around four complementary themes, covering the full spectrum from foundational methods to applied systems and societal impact. Each theme is a scientific programme, not just a topic area: it has open questions, methods, obstacles, target environments, and expected outputs.<\/p>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\">\n\n<\/ul>\n<\/div>\n<\/div>\n    <\/div>\n<\/section>\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"four-ai-research-themes\"\n    >\nFour AI research themes<\/h2>\n\n\n\n<div class=\"wp-block-unilux-blocks-accordion accordion accordion--theme accordion-standard\" data-reference=\"89b4ddf1-554e-45a9-9274-e43f73342420\" data-accordion-type=\"standard\"><div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"trustworthy-responsible-ai\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-dfff5246-319d-4996-a44c-206f09c08fbf\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-dfff5246-319d-4996-a44c-206f09c08fbf\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-dfff5246-319d-4996-a44c-206f09c08fbf\"\n        >\n            <span class=\"accordion__title\">\n                                Trustworthy &amp; responsible AI            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-dfff5246-319d-4996-a44c-206f09c08fbf\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-dfff5246-319d-4996-a44c-206f09c08fbf\"\n        data-bs-parent=\"[data-reference=&quot;89b4ddf1-554e-45a9-9274-e43f73342420&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<div class=\"wp-block-columns is-layout-flex wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Scientific questions &amp; interdisciplinary approaches<\/strong><\/p>\n\n\n\n<ul class=\"ulux-list\">\n<li class=\"ulux-list-item\">How to ensure that AI agents and AI-based cyber-physical systems, such as online assistants and autonomous vehicles, are trustworthy in real-world conditions?<\/li>\n\n\n\n<li class=\"ulux-list-item\">How can we verify that AI systems comply with regulations such as the EU AI Act? <\/li>\n\n\n\n<li class=\"ulux-list-item\">How do we demonstrate reliable operation in deployment environments and characterise failure scenarios before they become operational risks?<\/li>\n\n\n\n<li class=\"ulux-list-item\">How do we design AI systems that are both responsibly developed and genuinely useful without trading one for the other?<\/li>\n<\/ul>\n\n\n\n<p>Addressing these questions call for an interdisciplinary approach spanning natural language processing, automated testing, requirements engineering, and runtime verification and monitoring, among other techniques. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Obstacles &amp; target environments<\/strong><\/p>\n\n\n\n<p>Key obstacles include the rapid evolution of AI models and their black-box nature, the absence of robust evaluation strategies for generative content, the limited fidelity of simulation environments, and the challenge of meeting diverse and pluralistic human expectations. Target environments include regulated sectors, such as financial services, healthcare, and public administration, where opacity poses significant compliance risks, as well as cyber-physical systems, such as autonomous driving and space systems, where a lack of reliability can have life-threatening consequences.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Expected outputs<\/strong><\/p>\n\n\n\n<p>Evaluation frameworks and benchmarks tailored for generative AI, automated testing tools leveraging simulators and generative AI to produce realistic sensor inputs, compliance verification tools, operationalisation guidelines for EU AI governance building on current practices, validated explainability methods, AI-tailored monitoring tools, and roadmaps for AI alignment.<\/p>\n<\/div>\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"autonomous-robotic-systems\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-b97df650-2cea-4e9b-b905-0f8eb07b394e\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-b97df650-2cea-4e9b-b905-0f8eb07b394e\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-b97df650-2cea-4e9b-b905-0f8eb07b394e\"\n        >\n            <span class=\"accordion__title\">\n                                Autonomous &amp; robotic systems            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-b97df650-2cea-4e9b-b905-0f8eb07b394e\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-b97df650-2cea-4e9b-b905-0f8eb07b394e\"\n        data-bs-parent=\"[data-reference=&quot;89b4ddf1-554e-45a9-9274-e43f73342420&quot;]\"\n    >\n        <div class=\"accordion__body \">\n                    <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"ai-for-communications-infrastructure\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-451ac014-fb68-47fe-874d-64ac5a908892\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-451ac014-fb68-47fe-874d-64ac5a908892\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-451ac014-fb68-47fe-874d-64ac5a908892\"\n        >\n            <span class=\"accordion__title\">\n                                AI for communications &amp; infrastructure            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-451ac014-fb68-47fe-874d-64ac5a908892\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-451ac014-fb68-47fe-874d-64ac5a908892\"\n        data-bs-parent=\"[data-reference=&quot;89b4ddf1-554e-45a9-9274-e43f73342420&quot;]\"\n    >\n        <div class=\"accordion__body \">\n                    <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"scalable-sustainable-infrastructure\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-68bcb629-6563-41e0-94e0-7d69c57472be\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-68bcb629-6563-41e0-94e0-7d69c57472be\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-68bcb629-6563-41e0-94e0-7d69c57472be\"\n        >\n            <span class=\"accordion__title\">\n                                Scalable &amp; sustainable infrastructure            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-68bcb629-6563-41e0-94e0-7d69c57472be\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-68bcb629-6563-41e0-94e0-7d69c57472be\"\n        data-bs-parent=\"[data-reference=&quot;89b4ddf1-554e-45a9-9274-e43f73342420&quot;]\"\n    >\n        <div class=\"accordion__body \">\n                    <\/div>\n    <\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"ai-research-projects-in-action\"\n    >\nAI research projects in action<\/h2>\n\n\n\n<p>These three projects illustrate how SnT works &#8211; demanding sectors, real deployment conditions, and identifiable outputs.<\/p>\n\n\n\n<ul class=\"wp-block-unilux-blocks-research-project-card-list flex flex-wrap justify-center sm:justify-start -mx-16\"><li class=\" w-full px-16 sm:w-1\/2 lg:w-1\/3 wp-block-unilux-blocks-research-project-card\">\n    <div class=\"ulux-card card-research bg-theme\">\n        <div class=\"ulux-card__container\">\n            <div class=\"ulux-card__visual\">\n                <img decoding=\"async\" class=\"w-full\" src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/05\/26140618\/AI4HR_main-300x254.png\" srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/05\/26140618\/AI4HR_main-300x254.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/05\/26140618\/AI4HR_main.png 468w\" sizes=\"(max-width: 300px) 100vw, 300px\" alt=\"\" \/>\n            <\/div>\n            <div class=\"ulux-card__body\">\n                <div class=\"ulux-card__topic break-words\">Computer Science &amp; ICT<\/div>\n                <h3 class=\"ulux-card__title break-words\">\n                    <a class=\"link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/ai4hr\/\" target=\"_blank\">\n                        Explainable psychometric AI for HR decision support (AI4HR)                    <\/a>\n                <\/h3>\n                <a class=\"link-text ulux-card__link link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/ai4hr\/\" target=\"_blank\">\n                    <span class=\"link-text__name\">Learn more<\/span>\n                     <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--external-link icon--2xs\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>                <\/a>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/li>\n\n\n<li class=\" w-full px-16 sm:w-1\/2 lg:w-1\/3 wp-block-unilux-blocks-research-project-card\">\n    <div class=\"ulux-card card-research bg-theme\">\n        <div class=\"ulux-card__container\">\n            <div class=\"ulux-card__visual\">\n                <img decoding=\"async\" class=\"w-full\" src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/03\/TALON-300x225.png\" srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/03\/TALON-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/03\/TALON-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/03\/TALON.png 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" alt=\"\" \/>\n            <\/div>\n            <div class=\"ulux-card__body\">\n                <div class=\"ulux-card__topic break-words\">Computer Science &amp; ICT, Engineering<\/div>\n                <h3 class=\"ulux-card__title break-words\">\n                    <a class=\"link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/talon\/\" target=\"_blank\">\n                        Autonomous and Self-organised Artificial Intelligent Orchestrator for a Greener Industry 5.0 (TALON)                    <\/a>\n                <\/h3>\n                <a class=\"link-text ulux-card__link link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/talon\/\" target=\"_blank\">\n                    <span class=\"link-text__name\">Learn more<\/span>\n                     <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--external-link icon--2xs\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>                <\/a>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/li>\n\n\n<li class=\" w-full px-16 sm:w-1\/2 lg:w-1\/3 wp-block-unilux-blocks-research-project-card\">\n    <div class=\"ulux-card card-research bg-theme\">\n        <div class=\"ulux-card__container\">\n            <div class=\"ulux-card__visual\">\n                <img decoding=\"async\" class=\"w-full\" src=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/general\/card-placeholder.png\" srcset=\"\" sizes=\"\" alt=\"\" \/>\n            <\/div>\n            <div class=\"ulux-card__body\">\n                <div class=\"ulux-card__topic break-words\">Computer Science &amp; ICT, Humanities<\/div>\n                <h3 class=\"ulux-card__title break-words\">\n                    <a class=\"link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/finsat\/\" target=\"_blank\">\n                        Automated Investment Advice using Artificial Intelligence on Satellite Data (FinSat)                    <\/a>\n                <\/h3>\n                <a class=\"link-text ulux-card__link link-absolute\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/finsat\/\" target=\"_blank\">\n                    <span class=\"link-text__name\">Learn more<\/span>\n                     <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--external-link icon--2xs\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>                <\/a>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"#\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >View 22 active projects<\/a>\n<\/li>\n<\/ul>\n<\/div><\/section>\n\n\n\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"scientific-outputs\"\n    >\nScientific outputs<\/h2>\n\n\n\n<div id=\"tab-nav\" class=\"tab-nav\">\n    <button\n        type=\"button\"\n        class=\"button-toggle btn btn--white w-full\"\n        aria-expanded=\"false\"\n        aria-controls=\"tab-nav__listing\"\n        title=\"The selected tab is CONTENT OF THE CURRENT LABEL\"\n    >\n        <span class=\"btn__name mr-auto\">Recent publications<\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n        <\/svg>\n    <\/button>\n    <ul\n        id=\"tab-nav__listing\"\n        class=\"tab-nav__listing nav manual\"\n        role=\"tablist\"\n        aria-label=\"About me\"\n    >\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-af876f13-f79f-4c24-8f3e-1fef8465a92d\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-af876f13-f79f-4c24-8f3e-1fef8465a92d\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-af876f13-f79f-4c24-8f3e-1fef8465a92d\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Recent publications<\/span>\n            <\/button>\n        <\/li>\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-0232e80b-f700-426b-9e54-771ea1eef012\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-0232e80b-f700-426b-9e54-771ea1eef012\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-0232e80b-f700-426b-9e54-771ea1eef012\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Datasets &amp; Benchmarks<\/span>\n            <\/button>\n        <\/li>\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-61fabb20-560b-4d34-b1fc-2805fc2fdd17\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-61fabb20-560b-4d34-b1fc-2805fc2fdd17\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-61fabb20-560b-4d34-b1fc-2805fc2fdd17\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Open software<\/span>\n            <\/button>\n        <\/li>\n            <\/ul>\n<\/div>\n<div class=\"tab-content\">\n    <section\n    id=\"tabpanel-af876f13-f79f-4c24-8f3e-1fef8465a92d\"\n    aria-labelledby=\"tab-af876f13-f79f-4c24-8f3e-1fef8465a92d\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    \n<p><\/p>\n<\/section>\n<section\n    id=\"tabpanel-0232e80b-f700-426b-9e54-771ea1eef012\"\n    aria-labelledby=\"tab-0232e80b-f700-426b-9e54-771ea1eef012\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    \n<p><\/p>\n<\/section>\n<section\n    id=\"tabpanel-61fabb20-560b-4d34-b1fc-2805fc2fdd17\"\n    aria-labelledby=\"tab-61fabb20-560b-4d34-b1fc-2805fc2fdd17\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    \n<p><\/p>\n<\/section>\n<\/div>\n<\/div><\/section>\n\n\n\n<section class=\"section wp-block-unilux-blocks-covered-info\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper max-w-screen-3xl mx-auto relative bg-dark\">\n<div class=\"wp-block-unilux-blocks-wrapper container container-py 2xl:max-w-screen-2xl relative z-30 covered-info__container\">\n<h2 class=\"covered-info__title has-text-align-left wp-block-unilux-blocks-heading\"        id=\"interested-in-our-research\"\n    >\nInterested in our research ?<\/h2>\n\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/responsible-trustworthy-ai\/people\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Meet the researchers<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"#\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Partner with us<\/a>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper image-bg\">\n<div class=\"wp-block-unilux-blocks-wrapper img-bg-overlay\"><\/div>\n\n\n<figure class=\"wp-block-dev4-reusable-blocks-image object-cover w-full h-full object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/01\/AI-Hub-Background.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/01\/AI-Hub-Background-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/01\/AI-Hub-Background-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2025\/01\/AI-Hub-Background.png 1024w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div>\n<\/div>\n<\/section><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":326,"featured_media":0,"parent":13917,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Artificial Intelligence (AI) at SnT","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":""},"field-of-interest":[],"organisation":[],"authorship":[326],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Responsible &amp; 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