{"id":1378872,"date":"2026-01-24T07:20:27","date_gmt":"2026-01-24T04:20:27","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=1378872"},"modified":"2026-01-24T07:20:27","modified_gmt":"2026-01-24T04:20:27","slug":"viitorul-inteligentei-artificiale-dezbatut-la-upt-intr-o-conferinta-de-referinta-a-profesorului-mykel-j-kochenderfer-de-la-stanford-university","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=1378872","title":{"rendered":"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"},"content":{"rendered":"<article id=\"template-id-344306\" class=\"post-344306 tdb_templates type-tdb_templates status-publish post\">\n<div id=\"tdi_49\" class=\"tdc-zone\">\n<div class=\"tdc_zone tdi_50  wpb_row td-pb-row\">\n<div id=\"tdi_51\" class=\"tdc-row stretch_row_1200 td-stretch-content\">\n<div class=\"vc_row tdi_52  wpb_row td-pb-row\">\n<div class=\"vc_column tdi_54  wpb_column vc_column_container tdc-column td-pb-span12\">\n<div class=\"wpb_wrapper\">\n<div class=\"td_block_wrap tdb_title tdi_56 tdb-single-title td-pb-border-top td_block_template_1\" data-td-block-uid=\"tdi_56\">\n<div class=\"tdb-block-inner td-fix-index\">\n<h2 class=\"tdb-title-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<\/h2>\n<\/div>\n<\/div>\n<div class=\"td_block_wrap tdb_single_date tdi_57 td-pb-border-top td_block_template_1 tdb-post-meta\" data-td-block-uid=\"tdi_57\">\n<div class=\"tdb-block-inner td-fix-index\"><time class=\"entry-date updated td-module-date\" datetime=\"2026-01-24T09:20:27+02:00\">24 ianuarie 2026<\/time><\/div>\n<\/div>\n<div class=\"td_block_wrap tdb_single_post_views tdi_58 td-pb-border-top td_block_template_1 tdb-post-meta\" data-td-block-uid=\"tdi_58\">\n<div class=\"tdb-block-inner td-fix-index\"><span class=\"td-nr-views-404920\">21<\/span><\/div>\n<\/div>\n<div class=\"vc_row_inner tdi_60  vc_row vc_inner wpb_row td-pb-row\">\n<div class=\"vc_column_inner tdi_62  wpb_column vc_column_container tdc-inner-column td-pb-span8\">\n<div class=\"vc_column-inner\">\n<div class=\"wpb_wrapper\">\n<div class=\"td_block_wrap tdb_single_content tdi_64 td-pb-border-top td_block_template_1 td-post-content tagdiv-type\" data-td-block-uid=\"tdi_64\">\n<div class=\"tdb-block-inner td-fix-index\">\n<p>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.<br \/><strong><br \/>\nO 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.<br \/>\nPublicul a fost purtat printr-o istorie fascinant\u0103 a domeniului: de la pionieratul robotului Shakey \u00een anii &#8217;60, 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.<br \/><strong><br \/>\n\u00centre inova\u021bie \u0219i responsabilitate: Provoc\u0103rile sistemelor autonome<\/strong><br \/><a href=\"https:\/\/www.banatulazi.ro\/wp-content\/uploads\/2026\/01\/Mykel-Kochenderfer-UPT.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/analyse.optim.biz\/wp-content\/uploads\/2026\/01\/mykel-kochenderfer-upt-300x169-1.jpg\" width=\"300\" height=\"169\" class=\"alignnone size-medium wp-image-404927\" title=\"mykel-kochenderfer-upt-300x169-1\"><\/a><br \/>\nUn 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.<br \/>\nDiscu\u021bia a atins \u0219i punctele sensibile ale momentului:<br \/>\n\uf0b7 \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?<br \/>\n\uf0b7 Validarea sistemelor: Profesorul a subliniat c\u0103 90% din munca de dezvoltare a unui sistem AI rezid\u0103 \u00een procesul de validare.<br \/>\n\uf0b7 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.<br \/><a href=\"https:\/\/www.banatulazi.ro\/wp-content\/uploads\/2026\/01\/Kochenderfer-conferinta-UPT-1.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/analyse.optim.biz\/wp-content\/uploads\/2026\/01\/kochenderfer-conferinta-upt-1-300x200-1-1.jpg\" width=\"300\" height=\"200\" class=\"alignnone size-medium wp-image-404925\" title=\"kochenderfer-conferinta-upt-1-300x200-1-1\"><\/a><\/p>\n<p><a href=\"https:\/\/www.banatulazi.ro\/wp-content\/uploads\/2026\/01\/Kochenderfer-conferinta-UPT-2.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/analyse.optim.biz\/wp-content\/uploads\/2026\/01\/kochenderfer-conferinta-upt-2-300x200-1-1.jpg\" width=\"300\" height=\"200\" class=\"alignnone size-medium wp-image-404924\" title=\"kochenderfer-conferinta-upt-2-300x200-1-1\"><\/a><\/p>\n<p><a href=\"https:\/\/www.banatulazi.ro\/wp-content\/uploads\/2026\/01\/Kochenderfer-conferinta-UPT-4.jpg\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/analyse.optim.biz\/wp-content\/uploads\/2026\/01\/kochenderfer-conferinta-upt-4-300x200-1-1.jpg\" width=\"300\" height=\"200\" class=\"alignnone size-medium wp-image-404922\" title=\"kochenderfer-conferinta-upt-4-300x200-1-1\"><\/a><br \/>\n\u201eAI a ajuns la un nivel de inteligen\u021b\u0103 general\u0103 care \u00eei surprinde chiar \u0219i pe exper\u021bi.<br \/>\nAvem un drum lung de parcurs pentru a ne asigura c\u0103 aceste progrese sunt \u00een beneficiul tuturor\u201d, a concluzionat profesorul Mykel J. Kochenderfer.<br \/>\nSesiunea 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<\/div>\n<\/div>\n<div class=\"td_block_wrap tdb_single_categories tdi_65 td-pb-border-top td_block_template_1 \" data-td-block-uid=\"tdi_65\">\n<div class=\"tdb-category td-fix-index\"><a class=\"tdb-entry-category\" href=\"https:\/\/www.banatulazi.ro\/category\/educatie\/\">Educa\u021bie<\/a><a class=\"tdb-entry-category\" href=\"https:\/\/www.banatulazi.ro\/category\/educatie\/politehnica\/\">Politehnica<\/a><a class=\"tdb-entry-category\" href=\"https:\/\/www.banatulazi.ro\/category\/eveniment\/\">Eveniment<\/a><a class=\"tdb-entry-category\" href=\"https:\/\/www.banatulazi.ro\/category\/info-utile\/\">Info Utile<\/a><\/div>\n<\/div>\n<div 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data-td-block-uid=\"tdi_70\">\n<div class=\"td-block-title-wrap\">\n<h4 class=\"block-title td-block-title\"><span class=\"td-pulldown-size\">Alte subiecte : <\/span><\/h4>\n<\/div>\n<div id=\"tdi_70\" class=\"td_block_inner td-mc1-wrap\">\n<div class=\"td_module_flex td_module_flex_1 td_module_wrap td-animation-stack td-cpt-post\">\n<div class=\"td-module-container td-category-pos-image\">\n<div class=\"td-image-container\"><a href=\"https:\/\/www.banatulazi.ro\/category\/cultura-media\/\" class=\"td-post-category\">Cultur\u0103-Media<\/a><\/div>\n<div class=\"td-module-meta-info\">\n<h3 class=\"entry-title td-module-title\"><a href=\"https:\/\/www.banatulazi.ro\/cercetatorii-vorbesc-dezinformarea-pierde-teren-vino-la-a-cincea-editie-a-games-of-science-2026-la-timisoara\/\" rel=\"bookmark\" title=\"Cercet\u0103torii vorbesc, dezinformarea pierde teren. Vino la a cincea edi\u021bie a Games of Science 2026, la Timi\u0219oara!\">Cercet\u0103torii vorbesc, dezinformarea pierde teren. Vino la a cincea edi\u021bie a Games of Science 2026, la Timi\u0219oara!<\/a><\/h3>\n<div class=\"td-editor-date\"><span class=\"td-author-date\"><span class=\"td-post-author-name\"><a href=\"https:\/\/www.banatulazi.ro\/author\/titusbalan\/\">Titus B\u0103lan<\/a><span>&#8211;<\/span><\/span><span class=\"td-post-date\"><time class=\"entry-date updated td-module-date\" datetime=\"2026-01-25T11:04:07+02:00\">25 ianuarie 2026<\/time><\/span><span class=\"td-module-comments\"><a href=\"https:\/\/www.banatulazi.ro\/cercetatorii-vorbesc-dezinformarea-pierde-teren-vino-la-a-cincea-editie-a-games-of-science-2026-la-timisoara\/#respond\">0<\/a><\/span><\/span><\/div>\n<div class=\"td-excerpt\"> Dezinformarea se r\u0103sp\u00e2nde\u0219te rapid, iar cercetarea rom\u00e2neasc\u0103 r\u0103m\u00e2ne adesea \u201einvizibil\u0103\u201d \u00een afara mediului academic. Games of Science 2026 deschide \u00eenscrierile pentru tineri cercet\u0103tori&#8230;<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"td_module_flex td_module_flex_1 td_module_wrap td-animation-stack td-cpt-post\">\n<div class=\"td-module-container td-category-pos-image\">\n<div class=\"td-image-container\"><a href=\"https:\/\/www.banatulazi.ro\/category\/eveniment\/\" class=\"td-post-category\">Eveniment<\/a><\/div>\n<div class=\"td-module-meta-info\">\n<h3 class=\"entry-title td-module-title\"><a href=\"https:\/\/www.banatulazi.ro\/un-rector-timisorean-si-doi-sefi-de-spitale-timisorene-praduiti-cu-peste-jumatate-de-milion-de-euro-de-hotii-care-le-au-spart-locuintele\/\" rel=\"bookmark\" title=\"Un rector timi\u0219orean \u0219i doi \u0219efi de spitale timi\u0219orene, pr\u0103dui\u021bi cu peste jum\u0103tate de milion de euro de ho\u021bii care le-au spart locuin\u021bele\">Un rector timi\u0219orean \u0219i doi \u0219efi de spitale timi\u0219orene, pr\u0103dui\u021bi cu peste jum\u0103tate de milion de euro de ho\u021bii care le-au spart locuin\u021bele<\/a><\/h3>\n<div class=\"td-editor-date\"><span class=\"td-author-date\"><span class=\"td-post-author-name\"><a href=\"https:\/\/www.banatulazi.ro\/author\/ralucazorfie\/\">Raluca Zorfie<\/a><span>&#8211;<\/span><\/span><span class=\"td-post-date\"><time class=\"entry-date updated td-module-date\" datetime=\"2026-01-25T00:15:50+02:00\">25 ianuarie 2026<\/time><\/span><span class=\"td-module-comments\"><a href=\"https:\/\/www.banatulazi.ro\/un-rector-timisorean-si-doi-sefi-de-spitale-timisorene-praduiti-cu-peste-jumatate-de-milion-de-euro-de-hotii-care-le-au-spart-locuintele\/#respond\">0<\/a><\/span><\/span><\/div>\n<div class=\"td-excerpt\">Ho\u021bii dau lovitur\u0103 dup\u0103 lovitur\u0103 la Timi\u0219oara \u0219i \u00een localit\u0103\u021bile apropiate, acolo unde locuiesc extrem de mul\u021bi oameni poten\u021bi financiar. 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class=\"td-post-category\">Administra\u021bie<\/a><\/p>\n<div class=\"tdb-module-title-wrap\">\n<h3 class=\"entry-title td-module-title\"><a href=\"https:\/\/www.banatulazi.ro\/start-la-inscrierile-pentru-festivalul-concurs-lada-cu-zestre-editia-a-xix-a-2026\/\" rel=\"bookmark\" title=\"Start la \u00eenscrierile pentru Festivalul-Concurs \u201dLada cu Zestre, \u201d edi\u021bia a XIX-a, 2026\">Start la \u00eenscrierile pentru Festivalul-Concurs \u201dLada cu Zestre, \u201d edi\u021bia a XIX-a, 2026<\/a><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><span class=\"td-page-meta\"><\/span><span class=\"td-page-meta\"><span class=\"td-page-meta\"><\/span><\/span><span class=\"td-page-meta\"><\/span><\/article>\n<p> Source URL: https:\/\/www.banatulazi.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>Viitorul Inteligen\u021bei Artificiale, dezb\u0103tut la UPT \u00eentr-o conferin\u021b\u0103 de referin\u021b\u0103 a profesorului Mykel J. 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Kochenderfer, de la Stanford University, a sus\u021binut vineri, 23 ianuarie [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1378873,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[185],"class_list":["post-1378872","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-romania","tag-banatulazi-ro"],"_links":{"self":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1378872","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=1378872"}],"version-history":[{"count":0,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/1378872\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/media\/1378873"}],"wp:attachment":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1378872"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1378872"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1378872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}