{"id":19925,"date":"2024-01-25T11:55:36","date_gmt":"2024-01-25T11:55:36","guid":{"rendered":"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/?page_id=19925"},"modified":"2024-07-01T15:16:04","modified_gmt":"2024-07-01T14:16:04","slug":"understanding-ai","status":"publish","type":"page","link":"https:\/\/blogs.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/","title":{"rendered":"Understanding AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"19925\" class=\"elementor elementor-19925\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3deacd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3deacd4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02838eb\" data-id=\"02838eb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-43714da elementor-widget elementor-widget-hub_fancy_heading\" data-id=\"43714da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"hub_fancy_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div id=\"ld-fancy-heading-6a34fcdd67b38\" class=\"ld-fancy-heading pos-rel\">\n\t\t\t<h1 class=\"ld-fh-element d-inline-block pos-rel  elementor-heading-title lqd-highlight-classic lqd-highlight-grow-left h1\"  > Understanding AI<\/h1>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-682e749 e-flex e-con-boxed e-con e-parent\" data-id=\"682e749\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6017037 e-con-full e-flex e-con e-child\" data-id=\"6017037\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-108e151 elementor-widget elementor-widget-heading\" data-id=\"108e151\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is Artificial Intelligence (AI)?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fcdb94 elementor-widget elementor-widget-text-editor\" data-id=\"8fcdb94\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"fontSizeLarge\">Welcome to the world of Artificial Intelligence (AI)! AI is a field of computer science that creates computer systems and software capable of performing tasks that typically require human intelligence. In essence, AI aims to replicate human cognitive functions using machines and algorithms. It includes a wide range of techniques and approaches, such as machine learning, neural networks, and natural language processing. AI has broad applications across various industries. It can automate repetitive tasks, enhance decision-making processes, and revolutionise how we interact with technology and the world around us. \u00a0<\/span><\/p><p><span class=\"fontSizeLarge\">Over the years, AI has taken on various meanings, but not all have been clear-cut. In 2017, a groundbreaking paper named &#8220;Attention is All You Need&#8221; emerged, proposing a fresh approach to AI that excels in understanding human language. This led to the birth of large language models (LLMs), like ChatGPT, Bing, Google&#8217;s BARD, and Anthropic&#8217;s Claude (2). These large language models can process and generate human-like text, opening doors to a new era of AI. \u00a0\u00a0\u00a0<\/span><\/p><p><span class=\"fontSizeLarge\">Simultaneously, AI has branched into areas like art, video, and creative tasks, collectively known as generative AI. This newfound capacity for creativity has transformed the landscape. These large language models and creative AI have reshaped what AI means today, especially in terms of generating new content.<strong>\u00a0<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c076ac1 elementor-widget elementor-widget-heading\" data-id=\"c076ac1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Large Language Models (LLMs)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6553b0a elementor-widget elementor-widget-ld_accordion\" data-id=\"6553b0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ld_accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"accordion accordion-title-bordered accordion-md accordion-side-spacing accordion-title-bg-transparent accordion-title-circle accordion-expander-left accordion-active-has-fill\" id=\"accordion-6a34fcdd6abdf\" role=\"tablist\" aria-multiselectable=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"accordion-item panel \">\n\n\t\t\t\t<div class=\"accordion-heading\" role=\"tab\" id=\"heading-1061\">\n\t\t\t\t<h4 class=\"accordion-title  tabindex=\"-1\">\t\t\t\t\t<a class=\"collapsed\" role=\"button\" data-toggle=\"collapse\" data-bs-toggle=\"collapse\"\n                    tabindex=\"0\"\n\t\t\t\t\tdata-parent=\"#accordion-6a34fcdd6abdf\" data-bs-parent=\"#accordion-6a34fcdd6abdf\" href=\"#collapse-1061\" data-target=\"#collapse-1061\" data-bs-target=\"#collapse-1061\"\n\t\t\t\t\taria-expanded=\"false\" aria-controls=\"collapse-1061\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-expander\"><i class=\"lqd-icn-ess icon-ion-ios-add\"><\/i><i class=\"lqd-icn-ess icon-ion-ios-remove\"><\/i><\/span>\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-title-txt\">How Large Language Models (LLMs) work<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t<div id=\"collapse-1061\" class=\"accordion-collapse collapse \" data-bs-parent=\"#accordion-6a34fcdd6abdf\" role=\"tabpanel\" aria-labelledby=\"heading-1061\">\n\n\t\t\t\t<div class=\"accordion-content\">\n\t\t\t\t\t<span class=\"fontSizeLarge\">At their core, all AI models are in the business of prediction - trying to forecast what comes next. But when it comes to large language models, things take an intriguing turn. They are adept at predicting the very words or parts of words that will follow in a sentence.\u00a0<\/span>\n\n<span class=\"fontSizeLarge\">So, how do they do it? The journey begins with an intensive training process. These models dive into the vast expanse of the internet, devouring billions of documents over months of dedicated computation. During this immersion, they develop a sophisticated understanding of language, unveiling connections between words. Some connections are as clear as \"sun\" and \"shine,\" while others are more unexpected, such as \"coffee\" and \"mornings.\" Beyond the surface, these models identify intricate relationships that span various dimensions, baffling even our human comprehension.<\/span><span class=\"fontSizeSmall\"><strong>\u00a0<\/strong>\u00a0<\/span>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"accordion-item panel \">\n\n\t\t\t\t<div class=\"accordion-heading\" role=\"tab\" id=\"heading-1062\">\n\t\t\t\t<h4 class=\"accordion-title  tabindex=\"-1\">\t\t\t\t\t<a class=\"collapsed\" role=\"button\" data-toggle=\"collapse\" data-bs-toggle=\"collapse\"\n                    tabindex=\"0\"\n\t\t\t\t\tdata-parent=\"#accordion-6a34fcdd6abdf\" data-bs-parent=\"#accordion-6a34fcdd6abdf\" href=\"#collapse-1062\" data-target=\"#collapse-1062\" data-bs-target=\"#collapse-1062\"\n\t\t\t\t\taria-expanded=\"false\" aria-controls=\"collapse-1062\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-expander\"><i class=\"lqd-icn-ess icon-ion-ios-add\"><\/i><i class=\"lqd-icn-ess icon-ion-ios-remove\"><\/i><\/span>\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-title-txt\">Summary of the current state of LLMs<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t<div id=\"collapse-1062\" class=\"accordion-collapse collapse \" data-bs-parent=\"#accordion-6a34fcdd6abdf\" role=\"tabpanel\" aria-labelledby=\"heading-1062\">\n\n\t\t\t\t<div class=\"accordion-content\">\n\t\t\t\t\t<span class=\"fontSizeLarge\">Armed with this intricate understanding, the AI embarks on its predictive mission. Imagine you start a sentence with \"I like to use AI because it's very good at.\" In that case, the AI springs into action, attempting to guess the next word. Will it be \"prediction,\" \"lessons,\" or \"exploration\"? With its forecast in place, the AI promptly delivers the next word. Think of it as a finely tuned autocomplete, elevated to a new level of sophistication. This predictive mechanism forms the bedrock of how AI models function.\u00a0<\/span>\n\n<span class=\"fontSizeLarge\">The table below is a quick reference that summarises the current state of LLMs (as of Summer 2023):<strong>\u00a0<\/strong>\u00a0<\/span>\n\n<img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-20378 size-full\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/Current-state-of-LLMs.png\" alt=\"\" width=\"1278\" height=\"714\" srcset=\"https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/Current-state-of-LLMs.png 1278w, https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/Current-state-of-LLMs-300x168.png 300w, https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/Current-state-of-LLMs-1024x572.png 1024w\" sizes=\"(max-width: 1278px) 100vw, 1278px\" \/>\n\nSource: https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/158ee53f-0551-4381-988d-20f2d9b7adb2_2006x1169.png (2006\u00d71169) (substackcdn.com)\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"accordion-item panel \">\n\n\t\t\t\t<div class=\"accordion-heading\" role=\"tab\" id=\"heading-1063\">\n\t\t\t\t<h4 class=\"accordion-title  tabindex=\"-1\">\t\t\t\t\t<a class=\"collapsed\" role=\"button\" data-toggle=\"collapse\" data-bs-toggle=\"collapse\"\n                    tabindex=\"0\"\n\t\t\t\t\tdata-parent=\"#accordion-6a34fcdd6abdf\" data-bs-parent=\"#accordion-6a34fcdd6abdf\" href=\"#collapse-1063\" data-target=\"#collapse-1063\" data-bs-target=\"#collapse-1063\"\n\t\t\t\t\taria-expanded=\"false\" aria-controls=\"collapse-1063\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-expander\"><i class=\"lqd-icn-ess icon-ion-ios-add\"><\/i><i class=\"lqd-icn-ess icon-ion-ios-remove\"><\/i><\/span>\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"accordion-title-txt\">The Turning Point<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t<div id=\"collapse-1063\" class=\"accordion-collapse collapse \" data-bs-parent=\"#accordion-6a34fcdd6abdf\" role=\"tabpanel\" aria-labelledby=\"heading-1063\">\n\n\t\t\t\t<div class=\"accordion-content\">\n\t\t\t\t\t<span class=\"fontSizeLarge\">Until recently, large language models were intriguing but not overwhelmingly impressive. However, the debut of ChatGPT in late 2022 marked a turning point. This enhanced version unleashed an unexpected level of capability. Recent studies found that tasks involving writing and coding were done faster and better with ChatGPT's assistance. Interestingly it outperformed expectations, from attempting to complete tests to writing tasks. GPT-4, the successor, is larger, smarter, and even more efficient than its predecessor, accepting both text and image prompts. This progress was rapid and surprising, promising a future of potent AI prowess. \u00a0<\/span>\n\n<span class=\"fontSizeLarge\">AI is an incredible tool that has the potential to revolutionise how we teach and learn at Queen\u2019s. While it brings incredible potential, it also challenges us to balance its benefits with ethical considerations. Let's explore and adapt together as we navigate through a new era of AI-powered possibilities in AY23\/24.\u00a0<\/span>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t<\/div>\n\n\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\t\t<section data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:&quot;&quot;,&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4b9096e2 premium-equal-height-yes elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b9096e2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6e4acaef\" data-id=\"6e4acaef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-314d449f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"314d449f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-e7f9608\" data-id=\"e7f9608\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-279d47f elementor-widget elementor-widget-heading\" data-id=\"279d47f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Related Information<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-91c70b5 premium-equal-height-yes elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91c70b5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-7a34db9b\" data-id=\"7a34db9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-32c9776 elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"32c9776\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_32c9776\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-users\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Responsible Use of AI <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/blogs3.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/responsible-use-of-ai\/\" class=\"lqd-overlay z-index-2\" target=\"_self\" aria-label=\"Responsible Use of AI\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-16c4ebf2\" data-id=\"16c4ebf2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-75ee949 elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"75ee949\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_75ee949\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-desktop\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Using AI <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/blogs3.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/using-ai\/\" class=\"lqd-overlay z-index-2\" target=\"_self\" aria-label=\"Using AI\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-36c689c0\" data-id=\"36c689c0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-8c34b20 elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"8c34b20\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_8c34b20\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-graduation-cap\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Implications of AI for Education <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/blogs3.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/implications-of-ai-for-education\/\" class=\"lqd-overlay z-index-2\" target=\"_self\" aria-label=\"Implications of AI for Education\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-3a76296c\" data-id=\"3a76296c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-528d708 elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"528d708\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_528d708\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-robot\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Applications of AI <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/blogs3.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/applications-of-ai\/\" class=\"lqd-overlay z-index-2\" target=\"_self\" aria-label=\"Applications of AI\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-f0cbaed\" data-id=\"f0cbaed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-1ff1e6c elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"1ff1e6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_1ff1e6c\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-chart-bar\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >AI Update Reports <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/blogs3.qub.ac.uk\/digihubtest\/ai\/understanding-ai\/ai-update-reports\/\" class=\"lqd-overlay z-index-2\" target=\"_self\" aria-label=\"AI Update Reports\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:&quot;&quot;,&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0f29464 premium-equal-height-yes elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f29464\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4cca761\" data-id=\"4cca761\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8406fb8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"8406fb8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-c043461\" data-id=\"c043461\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c2df476 elementor-widget elementor-widget-heading\" data-id=\"c2df476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Explore more about AI with these articles from QAA and Advance HE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-2d4028e premium-equal-height-yes elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2d4028e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-e6ec16a\" data-id=\"e6ec16a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-207917d elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"207917d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_207917d\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-lightbulb\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >QAA publishes response to Department for Education\u2019s generative artificial intelligence consultation <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.qaa.ac.uk\/news-events\/news\/qaa-publishes-response-to-department-for-education-generative-artificial-intelligence-consultation\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"QAA publishes response to Department for Education\u2019s generative artificial intelligence consultation\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-7c8f757\" data-id=\"7c8f757\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-060648b elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"060648b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_060648b\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-clipboard-check\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >ChatGPT and Artificial Intelligence <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.qaa.ac.uk\/membership\/membership-areas-of-work\/generative-artificial-intelligence\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"ChatGPT and Artificial Intelligence\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-b7907b9\" data-id=\"b7907b9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-7a9a699 elementor-align-center elementor-widget elementor-widget-ld_icon_box\" data-id=\"7a9a699\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_7a9a699\" class=\"iconbox d-flex flex-grow-1 pos-rel flex-column iconbox-default iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Higher education in the era of AI - Advance HE <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t\t<a href=\"#\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-button btn ws-nowrap btn-naked btn-icon-right btn-hover-swp btn-has-label\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"btn-txt\"  data-text=\"Learn more\" >Learn more<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><span class=\"btn-icon\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span>\t\t\t\t<\/a>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.advance-he.ac.uk\/news-and-views\/higher-education-era-ai\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Higher education in the era of AI - Advance HE\"><\/a>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-7e3434c e-flex e-con-boxed e-con e-parent\" data-id=\"7e3434c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52d54db elementor-widget elementor-widget-heading\" data-id=\"52d54db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Find out more with a selection of Jisc articles<\/h2>\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-d9e4cfe e-flex e-con-boxed e-con e-parent\" data-id=\"d9e4cfe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0a8d179 e-con-full e-flex e-con e-child\" data-id=\"0a8d179\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a86ce5 elementor-widget elementor-widget-ld_fancy_image\" data-id=\"2a86ce5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ld_fancy_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-imggrp-single d-block pos-rel \">\n\t\t\t<div class=\"lqd-imggrp-img-container d-inline-flex pos-rel align-items-center justify-content-center \">\n\t\t\t\t\t\t\t\t<figure class=\"w-100 pos-rel\">\n\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"2560\" src=\"data:image\/svg+xml;charset=utf-8,%3Csvg xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039; viewBox%3D&#039;0 0  &#039;%2F%3E\" class=\"attachment-full size-full wp-image-20392 ld-lazyload\" alt=\"Illustration of a large robot head with three small people working on the mechanics of the head\" itemprop=\"image\" data-src=\"https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/MicrosoftTeams-image-8.jpg\" data-srcset=\"https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/MicrosoftTeams-image-8.jpg 2560w, https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/MicrosoftTeams-image-8-300x300.jpg 300w, https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/MicrosoftTeams-image-8-1024x1024.jpg 1024w, https:\/\/blogs.qub.ac.uk\/digihubtest\/wp-content\/uploads\/sites\/5\/2024\/01\/MicrosoftTeams-image-8-150x150.jpg 150w\" data-sizes=\"(max-width: 2560px) 100vw, 2560px\" data-aspect=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\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-c7cfd8c e-con-full e-flex e-con e-child\" data-id=\"c7cfd8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-cd35ed6 e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"cd35ed6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-46856d4 e-con-full e-flex e-con e-child\" data-id=\"46856d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-a9db63e elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"a9db63e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_a9db63e\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Higher education in the era of AI - Advance HE\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Higher education in the era of AI - Advance HE <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.advance-he.ac.uk\/news-and-views\/higher-education-era-ai\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Higher education in the era of AI - Advance HE\"><\/a>\n\t\t\t<\/div>\n\n\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-733423c e-con-full e-flex e-con e-child\" data-id=\"733423c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-2910eca elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"2910eca\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_2910eca\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Reflections and outcomes from our chatbot pilots\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Reflections and outcomes from our chatbot pilots <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/06\/19\/reflections-and-outcomes-from-our-chatbot-pilots\/\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Reflections and outcomes from our chatbot pilots\"><\/a>\n\t\t\t<\/div>\n\n\t\t\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<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-4866f83 e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"4866f83\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-a24dbf1 e-con-full e-flex e-con e-child\" data-id=\"a24dbf1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-912f715 elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"912f715\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_912f715\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Exploring the Significance of Generative AI for Students\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Exploring the Significance of Generative AI for Students <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/07\/03\/exploring-the-significance-of-generative-ai-for-students\/\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Exploring the Significance of Generative AI for Students\"><\/a>\n\t\t\t<\/div>\n\n\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-ecd5bbb e-con-full e-flex e-con e-child\" data-id=\"ecd5bbb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-7590761 elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"7590761\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_7590761\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Meeting student needs: Equipping students for generative AI in tertiary education\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Meeting student needs: Equipping students for generative AI in tertiary education <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/06\/14\/meeting-student-needs-equipping-students-for-generative-ai-in-tertiary-education\/\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Meeting student needs: Equipping students for generative AI in tertiary education\"><\/a>\n\t\t\t<\/div>\n\n\t\t\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<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-4318401 e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"4318401\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-622c226 e-con-full e-flex e-con e-child\" data-id=\"622c226\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-a393c70 elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"a393c70\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_a393c70\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"An introduction to Generative AI in education\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >An introduction to Generative AI in education <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.jisc.ac.uk\/training\/an-introduction-to-generative-ai-in-education\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"An introduction to Generative AI in education\"><\/a>\n\t\t\t<\/div>\n\n\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-7420036 e-con-full e-flex e-con e-child\" data-id=\"7420036\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-e6ecb66 elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"e6ecb66\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_e6ecb66\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Generative AI and student concerns\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Generative AI and student concerns <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/06\/05\/generative-ai-and-student-concerns\/\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"Generative AI and student concerns\"><\/a>\n\t\t\t<\/div>\n\n\t\t\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<div data-pa-eq-height=\"{&quot;targetType&quot;:&quot;widget&quot;,&quot;target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;],&quot;trigger&quot;:&quot;load&quot;,&quot;enableOn&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" class=\"elementor-element elementor-element-de03914 e-con-full premium-equal-height-yes e-flex e-con e-child\" data-id=\"de03914\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;premium_eq_height_switcher&quot;:&quot;yes&quot;,&quot;premium_eq_height_target&quot;:[&quot;.elementor-widget-ld_icon_box .elementor-widget-container&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-fbe0f10 e-con-full e-flex e-con e-child\" data-id=\"fbe0f10\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"lqd-iconbox-scale elementor-element elementor-element-e47de38 elementor-align-center elementor-align-left elementor-widget elementor-widget-ld_icon_box\" data-id=\"e47de38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;enable_scale_animation&quot;:&quot;yes&quot;}\" data-widget_type=\"ld_icon_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_e47de38\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"Generative AI and how students are using it\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >Generative AI and how students are using it 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class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id=\"ld_icon_box_73ac72f\" class=\"iconbox d-flex flex-grow-1 pos-rel align-items-center iconbox-side iconbox-contents-show-onhover\"   data-slideelement-onhover=\"true\" data-slideelement-options='{ \"visibleElement\": \".iconbox-icon-wrap, p, h3\", \"hiddenElement\": \".btn\", \"alignMid\": true, \"triggerElement\": \".elementor-widget-container\" }'>\n\n\t\t\t\t\n\t\t\t\t<div class=\"iconbox-icon-wrap  \"><div class=\"iconbox-icon-container d-inline-flex   \"><img decoding=\"async\" src=\"https:\/\/blogs.qub.ac.uk\/digitallearning-2023\/wp-content\/uploads\/sites\/332\/2024\/01\/AI-logo.png\" class=\"lqd-image-icon\" alt=\"How generative AI is impacting the way we work\" \/><\/div><\/div>\n\t\t\t\t<h3 class=\"lqd-iconbox-heading \" >How generative AI is impacting the way we work <\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/07\/06\/how-generative-ai-is-impacting-how-we-work\/\" class=\"lqd-overlay z-index-2\" target=\"_blank&quot;\" rel=\"nofollow\" aria-label=\"How generative AI is impacting the way we work\"><\/a>\n\t\t\t<\/div>\n\n\t\t\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\t\t<\/div>\n\t\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>Understanding AI What is Artificial Intelligence (AI)? 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