{"id":1379584,"date":"2026-01-23T17:47:57","date_gmt":"2026-01-23T14:47:57","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=1379584"},"modified":"2026-01-23T17:47:57","modified_gmt":"2026-01-23T14:47:57","slug":"viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=1379584","title":{"rendered":"Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului&#8230;"},"content":{"rendered":"<article id=\"post-348059\" class=\"post-348059 post type-post status-publish format-standard has-post-thumbnail hentry category-actualitate\">\n<div class=\"td-post-header td-pb-padding-side\">\n<div class=\"entry-crumbs\"><span><a title class=\"entry-crumb\" href=\"https:\/\/www.ziuadevest.ro\/\">Acas\u0103<\/a><\/span><span><a title=\"Vede\u021bi toate articolele \u00een Actualitate\" class=\"entry-crumb\" href=\"https:\/\/www.ziuadevest.ro\/actualitate\/\">Actualitate<\/a><\/span><span class=\"td-bred-no-url-last\">Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului&#8230;<\/span><\/div>\n<ul class=\"td-category\">\n<li class=\"entry-category\"><a href=\"https:\/\/www.ziuadevest.ro\/actualitate\/\">Actualitate<\/a><\/li>\n<\/ul>\n<header>\n<h1 class=\"entry-title\">Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului Mykel J. Kochenderfer, de la Stanford University<\/h1>\n<div class=\"meta-info\">\n<div class=\"td-post-author-name\">\n<div class=\"td-author-by\">De c\u0103tre<\/div>\n<p><a href=\"https:\/\/www.ziuadevest.ro\/author\/zdv\/\">zdv<\/a><\/p>\n<div class=\"td-author-line\"> &#8211; <\/div>\n<\/div>\n<p><span class=\"td-post-date\"><time class=\"entry-date updated td-module-date\" datetime=\"2026-01-23T19:47:57+00:00\">23.01.2026<\/time><\/span><\/div>\n<\/header>\n<\/div>\n<div class=\"td-post-sharing td-post-sharing-top td-pb-padding-side\"><span class=\"td-post-share-title\">DISTRIBUI\u021aI<\/span><\/p>\n<div class=\"td-default-sharing td-with-like\"><a class=\"td-social-sharing-buttons td-social-facebook\" href=\"https:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.ziuadevest.ro%2Fviitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university%2F\"><\/p>\n<div class=\"td-social-but-text\">Facebook<\/div>\n<p><\/a><a class=\"td-social-sharing-buttons td-social-twitter\" href=\"https:\/\/twitter.com\/intent\/tweet?text=Viitorul+Inteligen%C8%9Bei+Artificiale%2C+dezb%C4%83tut+la+UPT+%C3%AEntr-o+conferin%C8%9B%C4%83+de+referin%C8%9B%C4%83+a+profesorului+Mykel+J.+Kochenderfer%2C+de+la+Stanford+University&amp;url=https%3A%2F%2Fwww.ziuadevest.ro%2Fviitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university%2F&amp;via=Ziua+de+Vest\"><\/p>\n<div class=\"td-social-but-text\">Twitter<\/div>\n<p><\/a><\/div>\n<div class=\"td-classic-sharing\">\n<ul>\n<li class=\"td-classic-facebook\"><iframe frameborder src=\"https:\/\/www.facebook.com\/plugins\/like.php?href=https:\/\/www.ziuadevest.ro\/viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university\/&amp;layout=button_count&amp;show_faces=false&amp;width=105&amp;action=like&amp;colorscheme=light&amp;height=21\"><\/iframe><\/li>\n<li class=\"td-classic-twitter\"><a href=\"https:\/\/twitter.com\/share\" class=\"twitter-share-button\" data-url=\"https:\/\/www.ziuadevest.ro\/viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university\/\" data-text=\"Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului Mykel J. Kochenderfer, de la Stanford University\" data-via data-lang=\"en\">tweet<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"td-post-content td-pb-padding-side\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-348060\" src=\"https:\/\/analyse.optim.biz\/wp-content\/uploads\/2026\/01\/kochenderfer-conferinta-upt-2-002-1.jpg\" width=\"650\" height=\"340\" title=\"kochenderfer-conferinta-upt-2-002-1\">Auditorium-ul Centrului de Conferin\u021be al Universit\u0103\u021bii Politehnica Timi\u0219oara (UPT) a devenit, pentru o zi, epicentrul dialogului global despre tehnologie. Profesorul Mykel J. Kochenderfer, de la Stanford University, a sus\u021binut vineri, 23 ianuarie 2026, \u00een premier\u0103 \u00een Rom\u00e2nia, conferin\u021ba \u201eAI Overview\u201d, marc\u00e2nd nu doar un eveniment academic de excep\u021bie, ci \u0219i debutul unei colabor\u0103ri strategice \u00eentre cele dou\u0103 institu\u021bii.<\/p>\n<p>\u00centr-o sal\u0103 arhiplin\u0103, unde studen\u021bii au stat al\u0103turi de cercet\u0103tori, cadre didactice \u0219i lideri din mediul economic, atmosfera a fost una a curiozit\u0103\u021bii autentice. Prezen\u021ba profesorului Kochenderfer \u2014 director al Stanford Intelligent Systems Laboratory (SISL) \u0219i o autoritate mondial\u0103 \u00een sisteme de luare a deciziilor \u2014 confirm\u0103 statutul Universit\u0103\u021bii Politehnica Timi\u0219oara de pol regional de excelen\u021b\u0103, capabil s\u0103 atrag\u0103 elitele cercet\u0103rii mondiale.<\/p>\n<p><strong>O incursiune de la istorie la optimizare<\/strong><\/p>\n<p>Discursul profesorului american a e mers dincolo de simpla prezentare tehnic\u0103, oferind o perspectiv\u0103 holistic\u0103 asupra AI. Prof. Kochenderfer a subliniat c\u0103, dincolo de algoritmi, studiul inteligen\u021bei artificiale este str\u00e2ns legat de filosofie \u0219i psihologie, elemente esen\u021biale pentru a \u00een\u021belege etica din spatele codului.<\/p>\n<p>Publicul a fost purtat printr-o istorie fascinant\u0103 a domeniului: de la pionieratul robotului Shakey \u00een anii \u201960, la \u201eiarna AI\u201d din perioada 1974-1980 \u0219i p\u00e2n\u0103 la momentele de cotitur\u0103 precum victoria sistemului Deep Blue \u00eempotriva lui Garry Kasparov. AI este, \u00een esen\u021b\u0103, despre optimizare \u0219i algoritmi care ajut\u0103 la luarea deciziilor corecte \u00een condi\u021bii de incertitudine, a punctat invitatul de la Stanford.<\/p>\n<p><strong>\u00centre inova\u021bie \u0219i responsabilitate: Provoc\u0103rile sistemelor autonome<\/strong><\/p>\n<p>Un punct central al conferin\u021bei l-a reprezentat aplicabilitatea practic\u0103 a cercet\u0103rii de v\u00e2rf. Kochenderfer, autor al unor volume fundamentale publicate de MIT Press, a oferit detalii despre proiectul ACAS X, sistemul avansat de evitare a coliziunilor aeronavelor la care a lucrat.<\/p>\n<p>Discu\u021bia a atins \u0219i punctele sensibile ale momentului:<\/p>\n<ul>\n<li>\u201eHalucina\u021biile\u201d AI: Cum pot fi gestionate erorile \u00een domenii critice precum medicina sau aeronautica, unde o gre\u0219eal\u0103 poate fi fatal\u0103?<\/li>\n<li>Validarea sistemelor: Profesorul a subliniat c\u0103 90% din munca de dezvoltare a unui sistem AI rezid\u0103 \u00een procesul de validare.<\/li>\n<li>Bias-ul algoritmic: Riscurile discrimin\u0103rii \u0219i importan\u021ba unei dezvolt\u0103ri etice pentru ca tehnologia s\u0103 aduc\u0103 beneficii reale societ\u0103\u021bii.<\/li>\n<\/ul>\n<p><em>\u201eAI a ajuns la un nivel de inteligen\u021b\u0103 general\u0103 care \u00eei surprinde chiar \u0219i pe exper\u021bi. Avem un drum lung de parcurs pentru a ne asigura c\u0103 aceste progrese sunt \u00een beneficiul tuturor\u201d<\/em>, a concluzionat profesorul Mykel J. Kochenderfer.<\/p>\n<p>Sesiunea de \u00eentreb\u0103ri \u0219i r\u0103spunsuri a demonstrat nivelul ridicat de implicare al comunit\u0103\u021bii din Timi\u0219oara. De la impactul calculatoarelor cuantice asupra AI, p\u00e2n\u0103 la modul \u00een care sistemul educa\u021bional trebuie s\u0103 se reinventeze \u00een fa\u021ba inteligen\u021bei artificiale generative, dialogul a ar\u0103tat c\u0103 timi\u0219orenii sunt interesa\u021bi de aceast\u0103 revolu\u021bie tehnologic\u0103.<\/p>\n<h3>Comentarii<\/h3>\n<p> comentarii<\/p>\n<\/div>\n<footer>\n<div class=\"td-post-sharing td-post-sharing-bottom td-pb-padding-side\"><span class=\"td-post-share-title\">DISTRIBUI\u021aI<\/span><\/p>\n<div class=\"td-default-sharing td-with-like\"><a class=\"td-social-sharing-buttons td-social-facebook\" href=\"https:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fwww.ziuadevest.ro%2Fviitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university%2F\"><\/p>\n<div class=\"td-social-but-text\">Facebook<\/div>\n<p><\/a><a class=\"td-social-sharing-buttons td-social-twitter\" href=\"https:\/\/twitter.com\/intent\/tweet?text=Viitorul+Inteligen%C8%9Bei+Artificiale%2C+dezb%C4%83tut+la+UPT+%C3%AEntr-o+conferin%C8%9B%C4%83+de+referin%C8%9B%C4%83+a+profesorului+Mykel+J.+Kochenderfer%2C+de+la+Stanford+University&amp;url=https%3A%2F%2Fwww.ziuadevest.ro%2Fviitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university%2F&amp;via=Ziua+de+Vest\"><\/p>\n<div class=\"td-social-but-text\">Twitter<\/div>\n<p><\/a><\/div>\n<div class=\"td-classic-sharing\">\n<ul>\n<li class=\"td-classic-facebook\"><iframe frameborder src=\"https:\/\/www.facebook.com\/plugins\/like.php?href=https:\/\/www.ziuadevest.ro\/viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university\/&amp;layout=button_count&amp;show_faces=false&amp;width=105&amp;action=like&amp;colorscheme=light&amp;height=21\"><\/iframe><\/li>\n<li class=\"td-classic-twitter\"><a href=\"https:\/\/twitter.com\/share\" class=\"twitter-share-button\" data-url=\"https:\/\/www.ziuadevest.ro\/viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university\/\" data-text=\"Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului Mykel J. Kochenderfer, de la Stanford University\" data-via data-lang=\"en\">tweet<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"td-block-row td-post-next-prev\">\n<div class=\"td-block-span6 td-post-prev-post\">\n<div class=\"td-post-next-prev-content\"><span>Articolul precedent<\/span><a href=\"https:\/\/www.ziuadevest.ro\/mii-de-oameni-cer-schimbarea-legii-dupa-crima-din-timis-legea-mario-petitia-care-pune-sub-semnul-intrebarii-raspunderea-penala-a-minorilor\/\">Mii de oameni cer schimbarea legii dup\u0103 crima din Timi\u0219. \u201eLegea Mario\u201d, peti\u021bia care pune sub semnul \u00eentreb\u0103rii r\u0103spunderea penal\u0103 a minorilor<\/a><\/div>\n<\/div>\n<div class=\"td-block-span6 td-post-next-post\">\n<div class=\"td-post-next-prev-content\"><span>Articolul urm\u0103tor<\/span><a href=\"https:\/\/www.ziuadevest.ro\/de-la-cod-la-business-idei-antreprenoriale-si-inovatie-la-computer-science-student-prototype-fair-uvt\/\">De la cod la business \u2013 Idei antreprenoriale \u0219i inova\u021bie la \u201eComputer Science Student Prototype Fair\u201d UVT<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"td-author-name vcard author\"><span class=\"fn\"><a href=\"https:\/\/www.ziuadevest.ro\/author\/zdv\/\">zdv<\/a><\/span><\/div>\n<p><span><\/span><span><span><\/span><\/span><span><\/span><\/footer>\n<\/article>\n<p> Source URL: https:\/\/www.ziuadevest.ro\/viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Acas\u0103ActualitateViitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului&#8230; Actualitate Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului Mykel J. Kochenderfer, de la Stanford University De c\u0103tre zdv &#8211; 23.01.2026 DISTRIBUI\u021aI Facebook Twitter tweet Auditorium-ul Centrului de Conferin\u021be al Universit\u0103\u021bii Politehnica Timi\u0219oara (UPT) a devenit, pentru o zi, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1379585,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[187],"class_list":["post-1379584","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-romania","tag-ziuadevest-ro"],"_links":{"self":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1379584","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1379584"}],"version-history":[{"count":0,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1379584\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/media\/1379585"}],"wp:attachment":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1379584"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1379584"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1379584"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}