{"id":366,"date":"2026-04-15T16:50:00","date_gmt":"2026-04-15T16:50:00","guid":{"rendered":"https:\/\/aicompile.com.hr\/aitech\/?p=366"},"modified":"2026-04-15T19:32:05","modified_gmt":"2026-04-15T19:32:05","slug":"ai-in-the-box-what-not-is-intelligence","status":"publish","type":"post","link":"https:\/\/aicompile.com.hr\/aitech\/2026\/04\/15\/ai-in-the-box-what-not-is-intelligence\/","title":{"rendered":"AI in the Box: What (Not) Is Intelligence?"},"content":{"rendered":"\n<p>As part of the AITECH project activities, <strong>Dino Neja\u0161mi\u0107<\/strong> presented the talk \u201cAI in the Box: What (Not) Is Intelligence?\u201d at the <strong>CUC 2026 conference<\/strong> in Rovinj (April 15\u201317, 2026).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Artificial intelligence is increasingly used in education, yet it is often treated as a \u201cblack box\u201d \u2014 a system that produces answers without sufficient understanding of how those answers are generated. This approach can lead to superficial learning, uncritical acceptance of results, and overestimation of AI capabilities.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>This presentation introduces the concept of \u201cAI in the box\u201d as a way to better understand the role of artificial intelligence in education. It explains the basic principles behind large language models (LLMs), emphasizing that their outputs are primarily based on statistical patterns and probabilities rather than true understanding.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Special attention is given to different levels of transparency in AI systems \u2014 black box, grey box, and white box \u2014 and their implications for teaching and learning.<\/p>\n\n\n\n<p>The final part of the session presents a practical workshop concept designed for students, aimed at explaining AI in a simple and accessible way while encouraging critical thinking about its use.<\/p>\n\n\n\n<div class=\"guten-element guten-gallery guten-9qqvyf layout-overlay grid-desktop-3 grid-tablet-2 grid-mobile-2\" data-grid=\"grid\"><div class=\"gutenverse-popup-gallery hidden\"><div class=\"gallery-header\"><div class=\"left-header\"><\/div><div class=\"right-header\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon-fullscreen\"><path d=\"M8 3H5a2 2 0 0 0-2 2v3m18 0V5a2 2 0 0 0-2-2h-3m0 18h3a2 2 0 0 0 2-2v-3M3 16v3a2 2 0 0 0 2 2h3\"><\/path><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon-minimize hidden\"><path d=\"M8 3v3a2 2 0 0 1-2 2H3m18 0h-3a2 2 0 0 1-2-2V3m0 18v-3a2 2 0 0 1 2-2h3M3 16h3a2 2 0 0 1 2 2v3\"><\/path><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon-zoom\"><circle cx=\"11\" cy=\"11\" r=\"8\"><\/circle><line x1=\"21\" y1=\"21\" x2=\"16.65\" y2=\"16.65\"><\/line><line x1=\"11\" y1=\"8\" x2=\"11\" y2=\"14\"><\/line><line x1=\"8\" y1=\"11\" x2=\"14\" y2=\"11\"><\/line><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon-close\"><line x1=\"18\" y1=\"6\" x2=\"6\" y2=\"18\"><\/line><line x1=\"6\" y1=\"6\" x2=\"18\" y2=\"18\"><\/line><\/svg><\/div><\/div><div class=\"gallery-body\"><div class=\"images\"><div id=\"guten-9qqvyf\" class=\"swiper-container\"><div class=\"swiper-wrapper\"><div class=\"swiper-slide image-list image-list-0\" data-filter=\"One\" data-title=\"One\" data-index=\"0\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino1.png\" alt=\"One\"\/><\/div><\/div><div class=\"swiper-slide image-list image-list-1\" data-filter=\"Two\" data-title=\"Two\" data-index=\"1\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino3.jpg\" alt=\"Two\"\/><\/div><\/div><div class=\"swiper-slide image-list image-list-2\" data-filter=\"Three\" data-title=\"Three\" data-index=\"2\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino4.jpg\" alt=\"Three\"\/><\/div><\/div><div class=\"swiper-slide image-list image-list-3\" data-filter=\"Four\" data-title=\"Four\" data-index=\"3\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino5.jpg\" alt=\"Four\"\/><\/div><\/div><div class=\"swiper-slide image-list image-list-4\" data-filter=\"Five\" data-title=\"Five\" data-index=\"4\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino6.jpg\" alt=\"Five\"\/><\/div><\/div><div class=\"swiper-slide image-list image-list-5\" data-filter=\"Six\" data-title=\"Six\" data-content=\"\" data-index=\"5\"><div class=\"content-image swiper-zoom-container\"><img decoding=\"async\" class=\"main-image\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUCDino7.jpg\" alt=\"Six\"\/><\/div><\/div><\/div><div class=\"swiper-button-prev\"><\/div><div class=\"swiper-button-next\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-items\" data-loaded=\"9\" data-more=\"2\" data-max=\"6\"><div class=\"gallery-item-wrap \" data-index=\"0\" data-control=\"One\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino1.png\" alt=\"One\" height=\"736\" width=\"1020\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">One<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to One\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-item-wrap \" data-index=\"1\" data-control=\"Two\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino3.jpg\" alt=\"Two\" height=\"1646\" width=\"2194\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">Two<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to Two\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-item-wrap \" data-index=\"2\" data-control=\"Three\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino4.jpg\" alt=\"Three\" height=\"1646\" width=\"2194\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">Three<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to Three\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-item-wrap \" data-index=\"3\" data-control=\"Four\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino5.jpg\" alt=\"Four\" height=\"1646\" width=\"2194\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">Four<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to Four\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-item-wrap \" data-index=\"4\" data-control=\"Five\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUC-Dino6.jpg\" alt=\"Five\" height=\"1646\" width=\"2194\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">Five<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to Five\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><div class=\"gallery-item-wrap \" data-index=\"5\" data-control=\"Six\"><div class=\"grid-item\"><div class=\"thumbnail-wrap\"><img decoding=\"async\" src=\"https:\/\/aicompile.com.hr\/aitech\/wp-content\/uploads\/2026\/04\/CUCDino7.jpg\" alt=\"Six\" height=\"1646\" width=\"2194\"\/><div class=\"caption-wrap style-overlay overlay-overlay animated fade-in\"><div class=\"item-hover-bg\"><\/div><div class=\"item-caption-over\"><h5 class=\"item-title\">Six<\/h5><div class=\"item-content\"><\/div><div class=\"item-buttons\"><div class=\"gallery-link zoom with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-search-plus\" aria-hidden=\"true\"><\/i><\/span><\/div><a aria-label=\"Link to Six\" href=\"\" class=\"gallery-link link with-text\"><span class=\"item-icon-inner\"><i class=\"fas fa-link\" aria-hidden=\"true\"><\/i><\/span><\/a><\/div><\/div><div class=\"caption-head\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p><em>This activity was supported by the project \u201cArtificial Intelligence for Future Technical Education and Industrial Competitiveness (AITECH), IP-UNIST-48\u201d, funded by the European Union \u2013 NextGenerationEU through the National Recovery and Resilience Plan 2021\u20132026.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As part of the AITECH project activities, Dino Neja\u0161mi\u0107 presented the talk \u201cAI in the Box: What (Not) Is Intelligence?\u201d at the CUC 2026 conference in Rovinj (April 15\u201317, 2026). Artificial intelligence is increasingly used in education, yet it is often treated as a \u201cblack box\u201d \u2014 a system that produces answers without sufficient understanding [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":374,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[14,19,17,15,16],"class_list":["post-366","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conference","tag-ai","tag-black-box-2","tag-education","tag-explainability","tag-xai"],"_links":{"self":[{"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/posts\/366","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/comments?post=366"}],"version-history":[{"count":3,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/posts\/366\/revisions"}],"predecessor-version":[{"id":380,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/posts\/366\/revisions\/380"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/media\/374"}],"wp:attachment":[{"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/media?parent=366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/categories?post=366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicompile.com.hr\/aitech\/wp-json\/wp\/v2\/tags?post=366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}