{"id":12022,"date":"2021-11-19T09:48:00","date_gmt":"2021-11-19T08:48:00","guid":{"rendered":"https:\/\/kinit.sk\/?p=12022"},"modified":"2021-11-22T09:56:53","modified_gmt":"2021-11-22T08:56:53","slug":"maria-bielikova-na-itapa-2021-kto-si-dnes-moze-dovolit-umelu-inteligenciu","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/maria-bielikova-na-itapa-2021-kto-si-dnes-moze-dovolit-umelu-inteligenciu\/","title":{"rendered":"M\u00e1ria Bielikov\u00e1 na ITAPA 2021: Kto si dnes m\u00f4\u017ee dovoli\u0165 umel\u00fa inteligenciu?"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>V d\u0148och 8. &#8211; 11. novembra 2021 sa uskuto\u010dnil medzin\u00e1rodn\u00fd kongres \u201cITAPA: Ako sa sta\u0165 najlep\u0161\u00edm?\u201d Po\u010das troch dn\u00ed l\u00eddri z politiky, biznisu a akademickej obce prezentovali svoje predstavy o digitaliz\u00e1cii, vodcovstve, invest\u00edci\u00e1ch, transform\u00e1cii, vede, reform\u00e1ch, bud\u00facnosti, inov\u00e1ci\u00e1ch, riaden\u00ed zdravotn\u00edctva a modern\u00fdch verejn\u00fdch \u00faradoch. Toto s\u00fa hor\u00face t\u00e9my pre ka\u017ed\u00fa krajinu, ktor\u00e1 sa sna\u017e\u00ed by\u0165 pre svojich ob\u010danov dobr\u00fdm miestom pre \u017eivot.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>M\u00e1ria Bielikov\u00e1, gener\u00e1lna riadite\u013eka KInITu, mala in\u0161pirat\u00edvnu prezent\u00e1ciu \u201eKto si dnes m\u00f4\u017ee dovoli\u0165 umel\u00fa inteligenciu?\u201c V umelej inteligencii sme v poslednom desa\u0165ro\u010d\u00ed dosiahli v\u00fdznamn\u00e9 v\u00fdsledky najm\u00e4 v\u010faka rozvoju strojov\u00e9ho u\u010denia a \u0161peci\u00e1lneho hlbok\u00e9ho u\u010denia. Z mno\u017estva d\u00e1t sa \u0161kolia modely, ktor\u00e9 vy\u017eaduj\u00fa ve\u013ea d\u00e1t, talentovan\u00ed odborn\u00edci a siln\u00e9 v\u00fdpo\u010dtov\u00e9 prostriedky. S\u00fa inov\u00e1cie zalo\u017een\u00e9 na umelej inteligencii dostupn\u00e9 pre v\u0161etk\u00fdch? A ko\u013eko stoj\u00ed na\u0161e \u017eivotn\u00e9 prostredie?<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Prin\u00e1\u0161ame v\u00e1m videoz\u00e1znam, ktor\u00fd je v sloven\u010dine a <strong><a href=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/11\/maria-bielikova-itapa-2021.pdf\">stiahnu\u0165 si m\u00f4\u017eete aj prezent\u00e1ciu<\/a><\/strong>. \u010ciasto\u010dn\u00fd prepis prezent\u00e1cie je pod videom.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-embed wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Kto si m\u00f4\u017ee dnes dovoli\u0165 umel\u00fa inteligenciu?: M\u00e1ria Bielikov\u00e1, Kempelenov in\u0161tit\u00fat inteligent. tech.\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube.com\/embed\/qEVLEnx5rPU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\">K\u013e\u00fa\u010dov\u00e9 body prezent\u00e1cia<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>M\u00e1ria Bielikov\u00e1 vo svojej prezent\u00e1cii otvorila provokuj\u00face my\u0161lienky o tom, \u010do vlastne je umel\u00e1 inteligencia, jej existencii a v\u00fdvoju, ktor\u00fd zasadila do \u010dasovej perspekt\u00edvy. Pri poh\u013eade sp\u00e4\u0165 do 60. rokov 20. storo\u010dia vedci sk\u00famaj\u00faci a rozv\u00edjaj\u00faci umel\u00fa inteligenciu verili, \u017ee do 25 rokov budeme ma\u0165 po\u010d\u00edta\u010de s inteligenciou na \u00farovni \u013eud\u00ed. \u013dudia verili, \u017ee aj s relat\u00edvne nedostato\u010dne v\u00fdkonn\u00fdmi po\u010d\u00edta\u010dmi a kombin\u00e1ciou relat\u00edvne jednoduch\u00fdch pr\u00edstupov dok\u00e1\u017eu rie\u0161i\u0165 zlo\u017eit\u00e9 probl\u00e9my.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Cesta umelej inteligencie M\u00e1rie Bielikovej za\u010dala v roku 1988, ke\u010f sa venovala diagnostick\u00fdm expertn\u00fdm syst\u00e9mamom zalo\u017een\u00fdm na pravidl\u00e1ch. Bola pri mnoh\u00fdch v\u00fdznamn\u00fdch pokrokoch v umelej inteligencii, sama sa na niektor\u00fdch podie\u013eala, \u010di aj iniciovala ako vedeck\u00e1 pracovn\u00ed\u010dka. To jej d\u00e1va jedine\u010dn\u00fa poz\u00edciu komentova\u0165 v\u00fdvoj.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Najv\u00fdraznej\u0161ia zmena nastala prechodom od vykon\u00e1vania in\u0161trukci\u00ed k tr\u00e9novaniu modelov, \u010do sa podarilo aj v\u010faka tomu ako sa po\u010d\u00edta\u010de vyv\u00edjali, boli r\u00fdchlej\u0161ie a r\u00fdchlej\u0161ie. Pre anal\u00fdzu a u\u010denie sa z v\u00e4\u010d\u0161\u00edch objemov d\u00e1t boli potrebn\u00e9 st\u00e1le silnej\u0161ie a r\u00fdchlej\u0161ie po\u010d\u00edta\u010de a z\u00e1rove\u0148 tak\u00e9, ktor\u00e9 vedia efekt\u00edvne pracova\u0165 s ve\u013ek\u00fdmi d\u00e1tami aj za cenu ni\u017e\u0161ej presnosti. Umel\u00e1 inteligencia a \u0161peci\u00e1lne strojov\u00e9 u\u010denie sa presunulo na grafick\u00e9 karty, resp. do v\u00fdpo\u010dtov\u00fdch prostred\u00ed \u0161peci\u00e1lne vytvoren\u00fdch na tr\u00e9novanie modelov strojov\u00e9ho u\u010denia. <strong>Z\u00e1rove\u0148 sa ve\u013ekou v\u00fdzvou a pr\u00edle\u017eitos\u0165ou st\u00e1va namiesto toho ako tr\u00e9nujeme modely, to ak\u00e9 \u00fadaje do t\u00fdchto modelov vklad\u00e1me.<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V s\u00fa\u010dasnosti sa st\u00e1le kladie v\u00e4\u010d\u0161\u00ed d\u00f4raz na algoritmy a ich vyu\u017eitie na tr\u00e9novanie, ale v bl\u00edzkej bud\u00facnosti sa d\u00f4raz na d\u00e1ta zv\u00fd\u0161i.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\">Jazykov\u00e9 modely a ich v\u00fdznam<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>KInIT sa podie\u013eal na vytvoren\u00ed a vyhodnoten\u00ed <strong><a href=\"https:\/\/kinit.sk\/introducing-slovakbert-the-first-large-neural-language-model-for-slovak\/?highlight=slovakbert\">prv\u00e9ho neur\u00f3nov\u00e9ho modelu sloven\u010diny SlovakBERT,<\/a><\/strong> jazykov\u00e9ho modelu tr\u00e9novan\u00e9ho spolo\u010dnos\u0165ou Gerulata.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Vo v\u0161eobecnosti s\u00fa dnes jazykov\u00e9 modely na vzostupe. Sl\u00fa\u017eia ako technologick\u00fd z\u00e1klad pre aplik\u00e1cie ako Google Search alebo Google Translate, ktor\u00e9 denne vyu\u017e\u00edvaj\u00fa miliardy \u013eud\u00ed. Za\u010dalo to \u00faspechmi v rozpozn\u00e1van\u00ed obr\u00e1zkov, ale v skuto\u010dnosti a\u017e porozumenie jazyka m\u00e1 \u0161ancu pribl\u00ed\u017ei\u0165 sa k tomu, aby bol stroj ako-tak inteligentn\u00fd. Je to pr\u00e1ve jazyk a komunik\u00e1cia, ktor\u00e9 umo\u017enili \u010dloveku, aby bol inteligentnou bytos\u0165ou.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Tr\u00e9novanie ve\u013ek\u00fdch jazykov\u00fdch modelov, ako je GPT-3, stoj\u00ed mili\u00f3ny dol\u00e1rov. \u00c1no, je to drah\u00e9. A tie\u017e zanech\u00e1va siln\u00fa uhl\u00edkov\u00fa stopu. Trendom je preto strojov\u00e9 u\u010denie s men\u0161\u00edm mno\u017estvom d\u00e1t. Efekt\u00edvnos\u0165 modelu z\u00e1vis\u00ed od ve\u013ekosti datasetu, po\u010dtu parametrov a od v\u00fdpo\u010dtovej kapacity. Na dosiahnutie najlep\u0161ieho v\u00fdsledku je potrebn\u00e9 vedie\u0165 pracova\u0165 a kombinova\u0165 r\u00f4zne pr\u00edstupy.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Okrem pe\u0148az\u00ed je tu v\u0161ak e\u0161te jedna v\u00fdznamnej\u0161ia v\u00fdzva. Umel\u00e1 inteligencia potrebuje \u0161ikovn\u00fdch \u013eud\u00ed, odborn\u00edkov aj vedcov, ktor\u00ed dok\u00e1\u017eu vym\u00fd\u0161\u013ea\u0165 nov\u00e9 veci a aj n\u00e1pady zrealizova\u0165.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>V d\u0148och 8. &#8211; 11. novembra 2021 sa uskuto\u010dnil medzin\u00e1rodn\u00fd kongres \u201cITAPA: Ako sa sta\u0165 najlep\u0161\u00edm?\u201d Po\u010das troch dn\u00ed l\u00eddri z politiky, biznisu a akademickej obce prezentovali svoje predstavy o&#8230;<\/p>\n","protected":false},"author":26,"featured_media":11962,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83],"tags":[],"class_list":["post-12022","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>M\u00e1ria Bielikov\u00e1 na ITAPA 2021: Kto si dnes m\u00f4\u017ee dovoli\u0165 umel\u00fa inteligenciu? 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