{"id":33943,"date":"2023-04-04T14:00:25","date_gmt":"2023-04-04T12:00:25","guid":{"rendered":"https:\/\/adastracorp.com\/novinky\/shit-in-shit-out-without-precise-input-chatgpt-is-useless-to-students-says-tomas-hulle-eccedu\/"},"modified":"2025-06-12T12:24:20","modified_gmt":"2025-06-12T10:24:20","slug":"shit-in-shit-out-bez-precizniho-zadani-je-studentum-chatgpt-k-nicemu-rika-tomas-hulle-eccedu","status":"publish","type":"post","link":"https:\/\/adastracorp.com\/cs\/podcast\/tech-frontiers-cs\/shit-in-shit-out-bez-precizniho-zadani-je-studentum-chatgpt-k-nicemu-rika-tomas-hulle-eccedu\/","title":{"rendered":"Shit in \u2013 shit out. Bez precizn\u00edho zad\u00e1n\u00ed je student\u016fm ChatGPT k ni\u010demu, \u0159\u00edk\u00e1 Tom\u00e1\u0161 H\u00fclle (ECCEDU)"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-blend-mode:multiply;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:30px;--awb-padding-left:30px;--awb-min-height:375px;--awb-background-color:var(--awb-color5);--awb-flex-wrap:wrap;\" ><div class=\"awb-background-pattern\" style=\"background-image:  url(https:\/\/adastracorp.com\/wp-content\/uploads\/2023\/02\/small-hero-full-graphic2.svg);opacity: 1 ;background-size:100% 100%;mix-blend-mode:normal;\"><\/div><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center fusion-flex-align-content-center fusion-flex-content-wrap\" style=\"max-width:1331.2px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_3_5 3_5 fusion-flex-column\" style=\"--awb-padding-top:60px;--awb-padding-bottom:60px;--awb-bg-size:cover;--awb-width-large:60%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.2%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.2%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-font-size:var(--awb-typography2-font-size);--awb-line-height:var(--awb-typography2-line-height);--awb-letter-spacing:var(--awb-typography2-letter-spacing);--awb-text-transform:var(--awb-typography2-text-transform);--awb-text-font-family:var(--awb-typography2-font-family);--awb-text-font-weight:var(--awb-typography2-font-weight);--awb-text-font-style:var(--awb-typography2-font-style);\"><p>Podcast<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:15px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:56;line-height:var(--awb-custom_typography_1-line-height);\">Shit in \u2013 shit out. Bez precizn\u00edho zad\u00e1n\u00ed je student\u016fm ChatGPT k ni\u010demu, \u0159\u00edk\u00e1 Tom\u00e1\u0161 H\u00fclle (ECCEDU)<\/h1><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_5 2_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:40%;--awb-margin-top-large:0px;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:4.8%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_hover_color: var(--awb-color4);--link_color: var(--awb-color2);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:80px;--awb-padding-bottom:80px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:1331.2px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:var(--awb-typography2-font-size);--awb-line-height:var(--awb-typography2-line-height);--awb-letter-spacing:var(--awb-typography2-letter-spacing);--awb-text-transform:var(--awb-typography2-text-transform);--awb-text-font-family:var(--awb-typography2-font-family);--awb-text-font-weight:var(--awb-typography2-font-weight);--awb-text-font-style:var(--awb-typography2-font-style);\"><p>4 dubna, 2023<\/p>\n<\/div><div class=\"fusion-text fusion-text-3\"><p><strong>Co pot\u0159ebuje ChatGPT, aby byl skv\u011bl\u00fdm sluhou? Precizn\u00ed zad\u00e1n\u00ed a flexibilitu v n\u00e1sledn\u00e9m developmentu. \u201cPokud nenau\u010d\u00edme studenty, aby dok\u00e1zali spr\u00e1vn\u011b definovat sv\u00e9 po\u017eadavky a um\u011bli p\u0159esn\u011b specifikovat zad\u00e1n\u00ed, pak jim p\u0159i studiu ChatGPT k ni\u010demu nebude,\u201d \u0159\u00edk\u00e1 Tom\u00e1\u0161 H\u00fclle, \u0159editel a zakladatel European Centre for Career Education (ECCEDU).<\/strong><\/p>\n<ul>\n<li><strong>Jakou roli budou v r\u00e1mci vzd\u011bl\u00e1v\u00e1n\u00ed hr\u00e1t univerzity, pro\u010d maj\u00ed s IT firmami z praxe \u010dasto konflikty a jak je v tom ovlivn\u00ed ChatGPT? <\/strong><\/li>\n<li><strong>V \u010dem m\u016f\u017ee ChatGPT v budoucnu pomoci znev\u00fdhodn\u011bn\u00fdm student\u016fm a jak proces vzd\u011bl\u00e1v\u00e1n\u00ed v\u00fdrazn\u011b urychl\u00ed a usnadn\u00ed? <\/strong><\/li>\n<li><strong>Jak si s GPT-4 poradili na americk\u00fdch univerzit\u00e1ch a jak je mo\u017en\u00e9, \u017ee jen 14 % z nich um\u00ed s um\u011blou inteligenc\u00ed pracovat?<\/strong><\/li>\n<\/ul>\n<h4>Poslechn\u011bte si podcast<\/h4>\n<div class=\"video-shortcode\"><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" title=\"Audioboom player\" width=\"100%\" height=\"95\" src=\"https:\/\/embeds.audioboom.com\/posts\/8275415\/embed?v=202301#?secret=M2TkiYhOzh\" data-secret=\"M2TkiYhOzh\" frameborder=\"0\" scrolling=\"no\"><\/iframe><\/div>\n<h4>P\u0159e\u010dt\u011bte si podcast jako rozhovor<\/h4>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: ChatGPT m\u00e1 u\u017e svoj\u00ed \u010dtvrtou verzi. Ned\u00e1vno rusk\u00fd student obh\u00e1jil diplomovou pr\u00e1ci, kterou za n\u011bj za pouh\u00fdch 23 hodin napsala um\u011bl\u00e1 inteligence. Co znamen\u00e1 ChatGPT? Je pro vzd\u011bl\u00e1n\u00ed zk\u00e1zou nebo budou d\u00edky n\u00ed v\u0161echny pr\u00e1ce za jedna? Nebo budeme jej\u00ed pou\u017e\u00edv\u00e1n\u00ed p\u0159i studiu trestat? A jak? Dne\u0161n\u00edm hostem ve studiu je Tom\u00e1\u0161 H\u00fclle, \u0159editel a zakladatel European Centre for Career Education (ECCEDU). Dobr\u00fd den.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Dobr\u00fd den.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Budeme m\u00edt hloup\u00e9 studenty, za kter\u00e9 vystudovala um\u011bl\u00e1 inteligence?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To asi t\u011b\u017eko. Nebo bude z\u00e1le\u017eet, jak si budete definovat hloup\u00e9ho studenta. Ale obavy vzd\u011bl\u00e1vac\u00edho syst\u00e9mu, \u017ee budou vychov\u00e1v\u00e1ni po\u0159\u00e1d hloup\u011bj\u0161\u00ed a hloup\u011bj\u0161\u00ed studenti, jsou tu u\u017e po stalet\u00ed. A je vlastn\u011b \u00fapln\u011b jedno, jestli se bav\u00edme o tom, \u017ee je tady n\u011bjak\u00fd nov\u00fd vyn\u00e1lez knihtisku, kalkula\u010dky, tu\u017eky nebo \u010dehokoliv jin\u00e9ho. Obavy jsou tady po\u0159\u00e1d a nem\u00e1m pocit, \u017ee bychom byli hloup\u011bj\u0161\u00ed a hloup\u011bj\u0161\u00ed.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Ale nen\u00ed to sp\u00ed\u0161 naopak? Nem\u00e1me sp\u00ed\u0161 po\u0159\u00e1d chyt\u0159ej\u0161\u00ed a vzd\u011blan\u011bj\u0161\u00ed studenty, kte\u0159\u00ed vlastn\u011b dok\u00e1\u017eou obs\u00e1hnout \u0161ir\u0161\u00ed penzum informac\u00ed.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To je \u00fapln\u011b p\u0159esn\u011b to, co jsem t\u00edm myslel. Ano, p\u0159esn\u011b tak.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Jak vy s\u00e1m vn\u00edm\u00e1te pou\u017eit\u00ed GPT nebo jak\u00e9hokoliv jin\u00e9ho n\u00e1stroje s um\u011blou inteligenc\u00ed v r\u00e1mci studia?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: U\u017e od n\u011bjak\u00e9ho listopadu minul\u00e9ho roku, kdy byla p\u016fvodn\u00ed verze vypu\u0161t\u011bna, GPT pou\u017e\u00edv\u00e1me, zejm\u00e9na vlivem na\u0161eho marketingov\u00e9ho odd\u011blen\u00ed. A v tuto chv\u00edli obrovsk\u00fdm zp\u016fsobem usnad\u0148uje pr\u00e1ci. P\u0159ijde mi, \u017ee jsme t\u0159eba \u010dty\u0159ikr\u00e1t \u010di p\u011btkr\u00e1t efektivn\u011bj\u0161\u00ed.<\/p>\n<p>Spoustu v\u011bc\u00ed, kter\u00e9 byste d\u0159\u00edve hrozn\u011b slo\u017eit\u011b z\u00edsk\u00e1vali a textovali, dok\u00e1\u017eeme nyn\u00ed velice rychle z\u00edskat pr\u00e1v\u011b d\u00edky tomuto n\u00e1stroji. A potom to u\u017e n\u00e1sledn\u011b upravit tak, aby to d\u00e1valo smysl, perfektn\u011b vystihovalo vizi a odpov\u00eddalo na\u0161\u00ed strategii. Tak\u017ee za n\u00e1s vn\u00edm\u00e1me GPT jako extr\u00e9mn\u00ed zrychlen\u00ed, efektivitu a soust\u0159ed\u011bn\u00ed se na to podstatn\u00e9.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: M\u016f\u017eete d\u00e1t n\u011bjak\u00fd konkr\u00e9tn\u00ed p\u0159\u00edklad, co t\u0159eba jste zadali?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: D\u011blali jsme jeden velice presti\u017en\u00ed n\u00e1vrh pro Evropskou komisi, kde textujete nap\u0159\u00edklad t\u0159icet str\u00e1nek text\u016f. M\u00e1te pades\u00e1t a\u017e \u0161edes\u00e1t ot\u00e1zek, ka\u017ed\u00e1 mus\u00ed b\u00fdt na dva a\u017e t\u0159i tis\u00edce znak\u016f. Hodn\u011b \u010dasto tak p\u0159episujete obdobn\u00e9 verze textu.<\/p>\n<p>Nen\u00ed nic jednodu\u0161\u0161\u00edho ne\u017e zadat ChatGPT n\u011bjakou z\u00e1kladn\u00ed my\u0161lenku, vizi produktu. V podstat\u011b mu to vysv\u011btl\u00edte, jako byste to vysv\u011btlovali sv\u00e9mu zam\u011bstnanci, \u010deho chcete doc\u00edlit v r\u00e1mci projektu. N\u00e1sledn\u011b ka\u017edou jednu ot\u00e1zku zad\u00e1te a pod\u00edv\u00e1te se, co za v\u00e1s n\u00e1stroj vymysl\u00ed. Je to podobn\u00e9, jako byste to zad\u00e1val n\u011bjak\u00e9mu st\u00e1\u017eistovi nebo jin\u00e9mu zam\u011bstnanci. Pak odpov\u011b\u010f vezmete, a pokud d\u00e1v\u00e1 alespo\u0148 tro\u0161ku smysl, uprav\u00edte ji. Pokud ned\u00e1v\u00e1 v\u016fbec smysl, tak aspo\u0148 v\u00edte, jak to nepsat.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Vy jste zm\u00ednil jednu d\u016fle\u017eitou v\u011bc. Mus\u00edte v podstat\u011b popsat, co chcete. A to je mo\u017en\u00e1 kl\u00ed\u010d k budouc\u00edmu pou\u017eit\u00ed. Nen\u00ed?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Ur\u010dit\u011b jo. To je role vlastn\u011b ka\u017ed\u00e9ho \u0159editele, ka\u017ed\u00e9ho zakladatele n\u011bjak\u00e9 firmy, ka\u017ed\u00e9ho gener\u00e1ln\u00edho \u0159editele. Pokud nem\u00e1 vizi, nem\u00e1 produkt nebo ho nedok\u00e1\u017ee jednozna\u010dn\u011b vysv\u011btlit, potom vznikaj\u00ed IT paskvily t\u0159eba v r\u00e1mci developmentu.<\/p>\n<p>Velice dob\u0159e si dovedu p\u0159edstavit obavy IT firem, kter\u00e9 \u0159e\u0161\u00ed zad\u00e1n\u00ed od velk\u00fdch klient\u016f. Pokud klient nedok\u00e1\u017ee popsat, co vlastn\u011b chce, potom budete znova a znova a znova p\u0159ed\u011bl\u00e1vat \u0159e\u0161en\u00ed jenom z toho d\u016fvodu, \u017ee nen\u00ed dostate\u010dn\u011b vysv\u011btlen\u00e9. Nen\u00ed to podle m\u011b \u017e\u00e1dn\u00e1 novinka, jenom adres\u00e1t zpr\u00e1vy je v tomto p\u0159\u00edpad\u011b jin\u00fd.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Proto\u017ee t\u0159eba v m\u00e9 LinkedIn nebo i YouTube bublin\u011b se samoz\u0159ejm\u011b mno\u017e\u00ed p\u0159\u00edklady pou\u017e\u00edv\u00e1n\u00ed toho, co v\u0161echno v\u00e1m je ChatGPT schopn\u00e1 vygenerovat. Kolik post\u016f na Instagram, na Facebook, kolik popisk\u016f produkt\u016f. Nicm\u00e9n\u011b po\u0159\u00e1d plat\u00ed, shit in \u2013 shit out. Kdy\u017e tomu d\u00e1m blb\u00e9 zad\u00e1n\u00ed typu: napi\u0161 mi tady deset headlin\u016f, tak ty headline budou stejn\u011b \u00fapln\u011b o ni\u010dem.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Souhlas\u00edm. Pokud chceme vychov\u00e1vat l\u00eddry, a oni nedok\u00e1\u017eou pochopit, kam vlastn\u011b m\u00ed\u0159\u00ed, jakou maj\u00ed vizi, \u010deho cht\u011bj\u00ed doc\u00edlit, a\u0165 u\u017e budou zakl\u00e1dat vlastn\u00ed firmy nebo \u0159\u00eddit n\u011bjak\u00e9 jin\u00e9, tak potom bude platit p\u0159esn\u011b to shit in \u2013 shit out. To znamen\u00e1, \u017ee pokud nev\u00ed, kam m\u00ed\u0159\u00ed, tak m\u016f\u017eou m\u00edt ChatGPT kolik cht\u011bj\u00ed, ale nikdy vlastn\u011b nedostanou \u017e\u00e1dnou kloudnou odpov\u011b\u010f.<\/p>\n<p>A proto je z\u00e1kladn\u00ed rol\u00ed vlastn\u011b i vzd\u011bl\u00e1v\u00e1n\u00ed. Um\u011bt studenty nau\u010dit, aby dok\u00e1zali p\u0159esn\u011b komunikovat to, co maj\u00ed v hlav\u011b. A pokud to dok\u00e1\u017e\u00ed, potom je tento n\u00e1stroj naprosto \u00fa\u017easn\u00fd, proto\u017ee za n\u011b odpracuje vlastn\u011b tu rutinn\u00ed pr\u00e1ci, to, co by nem\u011blo \u017e\u00e1dnou p\u0159idanou hodnotu a je nav\u00edc ani nebavilo.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Pokud ale budou schopn\u00ed d\u00e1t jak\u00e9mukoliv syst\u00e9mu precizn\u00ed zad\u00e1n\u00ed, tak znamen\u00e1, \u017ee problematice rozum\u00ed.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To se asi tak d\u00e1 \u0159\u00edct. Ale pokud m\u00e1te jednozna\u010dn\u011b precizn\u00ed zad\u00e1n\u00ed, tak potom u\u017e je ot\u00e1zka, jestli vlastn\u011b v p\u0159\u00edpad\u011b nov\u00fdch produkt\u016f, nezjist\u00edte, \u017ee je ta preciznost na \u0161kodu samotn\u00e9mu v\u00fdvoji. Ne v\u017edy si toti\u017e uv\u011bdom\u00edte ten kone\u010dn\u00fd stav. Podle m\u011b je to tedy o kombinaci precizn\u00edho zad\u00e1n\u00ed a sou\u010dasn\u011b ur\u010dit\u00e9 m\u00edry flexibility v n\u00e1sledn\u00e9m developmentu.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Kdy\u017e se pod\u00edv\u00e1me na historii inovac\u00ed ve v\u00fduce, v devades\u00e1t\u00fdch letech byla zdrojem informac\u00ed knihovna. Pak p\u0159i\u0161el internet a mezit\u00edm je\u0161t\u011b byly kop\u00edrky. Tak\u017ee jste si tu kn\u00ed\u017eku mohli aspo\u0148 zkop\u00edrovat, str\u00e1nky odn\u00e9st dom\u016f. Pak ale studenti za\u010dali kop\u00edrovat texty z internetu a skl\u00e1dat je dohromady, tak\u017ee vznikly n\u00e1stroje, kter\u00e9 v\u00e1m v podstat\u011b odhal\u00ed, jestli jste to zkop\u00edroval. A te\u010f m\u00e1me um\u011blou inteligenci. Jak vy s\u00e1m vid\u00edte jej\u00ed pou\u017eit\u00ed t\u0159eba te\u010f ve v\u00fduce?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To je podle m\u011b ot\u00e1zka, kterou v tuto chv\u00edli neum\u00ed nikdo zodpov\u011bd\u011bt. V\u010dera jsem se nap\u0159\u00edklad d\u00edval na pr\u016fzkum, kter\u00fd byl nap\u0159\u00ed\u010d americk\u00fdmi univerzitami. Kolik z nich vlastn\u011b maj\u00ed v oblasti GPT n\u011bjakou strategii, kter\u00e1 se t\u00fdk\u00e1 pou\u017eit\u00ed nejenom vlastn\u011b chat\u016f, ale i um\u011bl\u00e9 inteligence. V tuto chv\u00edli pouh\u00fdch 14 procent v\u00ed, jak nakl\u00e1dat s um\u011blou inteligenc\u00ed v r\u00e1mci svoj\u00ed instituce.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: N\u011bkte\u0159\u00ed ji dokonce zakazuj\u00ed, pokud se nepletu.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Zejm\u00e9na v New Yorku a v Seattle. Ale to je podobn\u00e9, jako kdy\u017e se c\u00edrkev sna\u017eila bojovat proti knihtisku n\u011bkdy p\u0159ed \u0161esti sty lety. M\u016f\u017eou to zkou\u0161et, m\u016f\u017eou zpomalit implementaci, ale ve v\u00fdsledku ten n\u00e1stroj nen\u00ed mo\u017en\u00e9 ani technicky zak\u00e1zat. V tuto chv\u00edli to jedin\u00e9, co \u0161koly d\u011blaj\u00ed, je blok\u00e1da p\u0159\u00edstupu v r\u00e1mci \u0161koln\u00edch po\u010d\u00edta\u010d\u016f, p\u0159\u00edpadn\u011b \u0161koln\u00edch wifi.<\/p>\n<p>Ale pamatuju si, mysl\u00edm, \u017ee se jednalo o studenty z Princetonu, kde vzniklo GPT Zero jako projekt. Obratem dok\u00e1zali vymyslet velice snadno n\u011bkolik postup\u016f, jak z\u00e1kazy obej\u00edt, od n\u011bjak\u00e9 VPN a\u017e po dal\u0161\u00ed n\u00e1stroje. To je jedna linka.<\/p>\n<p>Vy jste ale tak\u00e9 mluvila o softwaru, kter\u00fd by byl schopn\u00fd n\u011bjak\u00fdm zp\u016fsobem zachyt\u00e1vat pr\u00e1ce tak, jak se to n\u011bkdy p\u0159ed patn\u00e1cti lety sna\u017eila nap\u0159\u00edklad Masarykova univerzita. Jej\u00ed syst\u00e9m se tehdy jmenoval, mysl\u00edm, Vejce k vejci. Ot\u00e1zka je, jestli je v\u016fbec technicky n\u011bco takov\u00e9ho mo\u017en\u00e9.<\/p>\n<p>J\u00e1 sice nejsem technick\u00fd typ \u010dlov\u011bka, ale kdy\u017e jsem se o tom bavil s Tom\u00e1\u0161em Mikolovem, kter\u00fd je pova\u017eov\u00e1n za nejv\u011bt\u0161\u00edho odborn\u00edka na oblast um\u011bl\u00e9 inteligence nejenom v \u010cesk\u00e9 republice, ale i glob\u00e1ln\u011b. \u0158\u00edkal mi, \u017ee takov\u00fd n\u00e1stroj si technologicky v\u016fbec nedovede ani p\u0159edstavit.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Vlastn\u011b sta\u010d\u00ed d\u00e1t zad\u00e1n\u00ed, \u017ee se nesm\u00ed shodovat v\u00edce jak x procent textu, \u017ee?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Nedok\u00e1\u017eu odpov\u011bd\u011bt. Asi jo.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Kdy\u017e jsme se spolu bavili p\u0159ed nat\u00e1\u010den\u00edm, tak jste zm\u00ednil, \u017ee um\u011bl\u00e1 inteligence nebo konkr\u00e9tn\u011b n\u00e1stroj ChatGPT m\u016f\u017ee pomoci unprivileged children, tedy skupin\u011b znev\u00fdhodn\u011bn\u00fdch d\u011bt\u00ed. Co si pod t\u00edm m\u00e1me p\u0159edstavit?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: J\u00e1 si to p\u0159edstavuji podobn\u011b, jak t\u0159eba zav\u00e1d\u011bn\u00ed notebooku nebo po\u010d\u00edta\u010d\u016f do v\u00fduky lidem, kte\u0159\u00ed nemaj\u00ed finance na to, aby si platili elitn\u00ed \u0161koly, individu\u00e1ln\u00ed tutoring nebo prost\u011b m\u011bli individu\u00e1ln\u00ed p\u0159\u00edstup u\u017e od rann\u00e9ho d\u011btstv\u00ed. Velice zjednodu\u0161en\u011b by se to dalo p\u0159edstavit ve Spojen\u00fdch st\u00e1tech, kdy m\u00e1te n\u011bjakou elitn\u00ed \u010d\u00e1st spole\u010dnosti, o kter\u00e9 se p\u0159edpokl\u00e1d\u00e1, \u017ee to dot\u00e1hne vysoko, a\u0165 se stane cokoli.<\/p>\n<p>Ve chv\u00edli, kdy dok\u00e1\u017eete d\u00e1t v\u00edc moci t\u011bm, kte\u0159\u00ed nemaj\u00ed tyto podm\u00ednky na za\u010d\u00e1tku, t\u0159eba tak, \u017ee jim d\u00e1te po\u010d\u00edta\u010de, pozd\u011bji internet a p\u0159\u00edstupy do knihoven, tak oni z\u00edskaj\u00ed mnohem v\u011bt\u0161\u00ed p\u0159\u00edstup k informac\u00edm, k vlastn\u00edmu rozvoji a m\u016f\u017eou dos\u00e1hnout toho, \u010deho by jinak nedoc\u00edlili.<\/p>\n<p>V p\u0159\u00edpad\u011b GPT-4\u2026 Pokud n\u00e1stroj nebude zpoplatn\u011bn\u00fd nebo bude zpoplatn\u011bn\u00fd na \u00farovni, kterou bude schopn\u00fd nap\u0159\u00edklad podpo\u0159it st\u00e1t, tak v tu chv\u00edli budou m\u00edt studenti p\u0159\u00edstup k ve\u0161ker\u00e9mu know how. Mluvila jste o knihovn\u00e1ch, kter\u00e9 byly kdysi p\u0159\u00edstupn\u00e9 jen, pokud jste byla sou\u010d\u00e1st\u00ed c\u00edrkve nebo n\u011bjak\u00e9 privilegovan\u00e9 vrstvy. Toto je pr\u00e1v\u011b jin\u00e9. Najednou skrze GPT-4 m\u016f\u017ee vzd\u011bl\u00e1n\u00ed z\u00edskat vlastn\u011b ka\u017ed\u00fd. Te\u010f u\u017e jde jenom o to, aby \u010dlov\u011bk dok\u00e1zal tento n\u00e1stroj spr\u00e1vn\u011b vyu\u017e\u00edt.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: A mysl\u00edte, \u017ee tyto d\u011bti by byly znev\u00fdhodn\u011bn\u00e9, pokud by nem\u011bly p\u0159\u00edstup k t\u011bmto n\u00e1stroj\u016fm?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Na sto procent. Vezm\u011bte si, jak jsem na za\u010d\u00e1tku mluvil o tom, \u017ee jsme dok\u00e1zali ps\u00e1t n\u00e1vrhy pro Evropskou komisi \u010dty\u0159ikr\u00e1t a\u017e p\u011btkr\u00e1t rychleji. Pokud student mus\u00ed tr\u00e1vit \u010dty\u0159ikr\u00e1t a\u017e p\u011btkr\u00e1t v\u00edce \u010dasu na to, aby z\u00edskal n\u011bjakou informaci, tak z podstaty v\u011bci je prost\u011b znev\u00fdhodn\u011bn\u00fd.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Vy spolupracujete s univerzitami, student\u016fm nab\u00edz\u00edte pomoc s p\u0159echodem do praxe. S \u010d\u00edm se sou\u010dasn\u00e1 generace student\u016f nejv\u00edc pot\u00fdk\u00e1?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To podle m\u011b stra\u0161n\u011b moc z\u00e1le\u017e\u00ed na oboru. Kdybych to m\u011bl hodn\u011b zjednodu\u0161it, tak je to p\u0159\u00edstup ke zku\u0161enostem. Glob\u00e1ln\u011b spolupracujeme zhruba se sto pades\u00e1ti univerzitami a to, co univerzity v\u017edycky d\u00e1valy, bylo know how nebo v\u011bdomosti, kter\u00e9 se \u010dasto \u010derpaj\u00ed z kn\u00ed\u017eek, takov\u00fd ten psan\u00fd text. A na z\u00e1kladn\u00edch a st\u0159edn\u00edch \u0161kol\u00e1ch se u\u010d\u00ed, kdy se stala jak\u00e1 ud\u00e1lost, kolik \u0159ek pat\u0159\u00ed do n\u011bjak\u00e9ho povod\u00ed nebo prost\u011b kde le\u017e\u00ed n\u011bjak\u00e1 obec nebo kolik m\u00e1 obyvatel.<\/p>\n<p>S postupem \u010dasu se samoz\u0159ejm\u011b v\u011bdomosti st\u00e1vaj\u00ed v\u00edc a v\u00edce sofistikovan\u00fdmi, ale to, co univerzity nikdy nedok\u00e1zaly student\u016fm d\u00e1vat, a dosud to plat\u00ed, jsou zku\u0161enosti. A nyn\u00ed nez\u00e1le\u017e\u00ed na tom, jestli budeme br\u00e1t studenty architektury nebo podnik\u00e1n\u00ed nebo pr\u00e1va nebo \u010dehokoliv jin\u00e9ho. Ale my se vlastn\u011b sna\u017e\u00edme spole\u010dn\u011b s univerzitami doplnit pr\u00e1v\u011b tuto \u010d\u00e1st. To znamen\u00e1, na\u0161e mise je zapojit firmy do vzd\u011bl\u00e1v\u00e1n\u00ed, aby studenti dok\u00e1zali \u010derpat zku\u0161enosti pr\u00e1v\u011b z praxe, od firem, od lid\u00ed, kte\u0159\u00ed ty v\u011bci opravdu d\u011blaj\u00ed.<\/p>\n<p>A te\u010f se znovu vrac\u00edme k GPT-4. To je n\u011bco, co v\u00e1m prost\u011b GPT-4 nikdy ned\u00e1. Nikdy za v\u00e1s neimplementuje 25 marketingov\u00fdch strategi\u00ed. On v\u00e1m je dok\u00e1\u017ee popsat. Ale implementac\u00ed u\u017e si budete muset odpracovat sama.<\/p>\n<p>To je vlastn\u011b ta \u010d\u00e1st jako vzd\u011bl\u00e1v\u00e1n\u00ed, kde my se sna\u017e\u00edme b\u00fdt aktivn\u00ed a kde jsme v tuto chv\u00edli v kontaktu s Harwardem, s Yalem, m\u00e1me nej\u00fasp\u011b\u0161n\u011bj\u0161\u00ed program glob\u00e1ln\u011b na UCLA, co\u017e jsou v\u0161echno top ten univerzity na sv\u011bt\u011b. Sna\u017e\u00edme se pr\u00e1v\u011b pracovat na tom, aby jejich studenti z\u00edsk\u00e1vali zku\u0161enosti z praxe.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Na druhou stranu to, \u017ee student\u016fm chyb\u00ed zku\u0161enosti, je vlastn\u011b jako generick\u00fd p\u0159edpoklad toho, kdo je student.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To jo, ale sou\u010dasn\u011b bez t\u011bch zku\u0161enost\u00ed oni nejsou schopni ud\u011blat p\u0159esun do praxe dostate\u010dn\u011b \u00fasp\u011b\u0161n\u00fd. Pokud jste sou\u010d\u00e1st mlad\u00e9 generace v dne\u0161n\u00ed dob\u011b, tak se mus\u00edte h\u00fdbat neskute\u010dn\u011b rychle v tom, abyste usp\u011bla. Ta konkurence, brut\u00e1ln\u00ed, je prost\u011b sv\u011btov\u00e1. Mus\u00edte m\u00edt jako pomali\u010dku dva t\u0159i jazyky, mus\u00edte m\u00edt XY st\u00e1\u017e\u00ed, mus\u00edte m\u00edt p\u0159edstavu o n\u011bkolika r\u016fzn\u00fdch sektorech. T\u00edm p\u00e1dem se p\u0159edpoklad zku\u0161enost\u00ed posouv\u00e1. A to \u010d\u00edm d\u00e1l v\u00edce do mlad\u00fdch let.<\/p>\n<p>Zn\u00e1m mnoho student\u016f, \u010d\u00e1st z nich i mentoruju, kte\u0159\u00ed prost\u011b v patn\u00e1cti, \u0161estn\u00e1cti letech u\u017e d\u011blaj\u00ed st\u00e1\u017ee v IT firm\u00e1ch. Ty st\u00e1\u017ee z\u00edsk\u00e1vaj\u00ed d\u00edky tomu, \u017ee prost\u011b norm\u00e1ln\u011b vtrhnou na LinkedIn, nap\u00ed\u0161ou CTO n\u011bjak\u00e9 firmy, jestli by tam nemohli nastoupit, jestli by mu dva dny v t\u00fddnu nemohli pom\u00e1hat. A tito studenti, kte\u0159\u00ed z\u00edskaj\u00ed takov\u00e9 zku\u0161enosti v patn\u00e1cti letech, jsou n\u00e1sobn\u011b v p\u0159edstihu oproti t\u011bm, kter\u00fdch si \u0159\u00edkaj\u00ed p\u0159esn\u011b takovou tu my\u0161lenku: My jsme studenti, my je\u0161t\u011b nemus\u00edme.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: A kdy\u017e u\u017e se bav\u00edme o IT, tak p\u0159ece jen Adastra je datov\u00e1 firma. Jak vn\u00edm\u00e1te posun vzd\u011bl\u00e1v\u00e1n\u00ed pr\u00e1v\u011b v IT? Proto\u017ee to se vyv\u00edj\u00ed neuv\u011b\u0159iteln\u011b rychle.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Je to tak. Je to paradoxn\u00ed. Ot\u00e1zka je, co s t\u00edm ud\u011bl\u00e1 sou\u010dasn\u00fd trend propou\u0161t\u011bn\u00ed v sektoru. IT byl prvn\u00ed sektor, kter\u00fd si masivn\u011b uv\u011bdomil, jak\u00fd je nedostatek talent\u016f a v\u016fbec zam\u011bstnanc\u016f, kte\u0159\u00ed jsou schopn\u00ed pracovat, a\u0165 u\u017e v oblasti k\u00f3dov\u00e1n\u00ed nebo prost\u011b v oblasti dat nebo \u010dehokoliv dal\u0161\u00edho. A musel jim j\u00edt naproti sm\u011brem k univerzit\u00e1m a musel si tam naj\u00edt m\u00edsto, jak spolupracovat s univerzitami tak, aby dok\u00e1zal zam\u011bstnance nebo kolegy \u010derpat jako co nejd\u0159\u00edve. Ostatn\u00ed sektory to do ur\u010dit\u00e9 m\u00edry m\u016f\u017eou vn\u00edmat jako dobrou praxi, pr\u00e1v\u011b z pohledu IT.<\/p>\n<p>Ot\u00e1zka je, jak vy\u0159e\u0161it takov\u00fd ten konflikt, kter\u00fd v tuhle chv\u00edli existuje mezi univerzitami a IT firmami. IT firmy \u010dasto chod\u00ed na univerzity a \u0159\u00edkaj\u00ed student\u016fm, a mysl\u00ed to v dobr\u00e9m, \u017ee vlastn\u011b tu \u0161kolu ani nepot\u0159ebuj\u00ed a \u017ee kdy\u017e nastoup\u00ed do praxe, tak je v\u0161echno nau\u010d\u00ed. To potom vyvol\u00e1v\u00e1 takov\u00fd clash mezi \u0161kolami a firmami. Rol\u00ed univerzity nebo ide\u00e1ln\u00ed c\u00edl je, aby student tam z\u016fstal celou dobu a aby tu \u0161kolu dokon\u010dil optim\u00e1ln\u011b.<\/p>\n<p>A pokud p\u0159ijde IT firma a ona to studenta nau\u010d\u00ed, \u017ee vlastn\u011b opravdu \u0161kolu nepot\u0159ebuje, tak se potom mus\u00ed role univerzity n\u011bjak\u00fdm zp\u016fsobem redefinovat. A vrac\u00edme se zase obloukem zp\u00e1tky k GPT-4, kter\u00fd na univerzity klade obrovsk\u00fd tlak v tom, aby na\u0161li svoji roli. Proto\u017ee nikdo vlastn\u011b ne\u0159\u00edk\u00e1, \u017ee aby univerzita splnila sv\u016fj c\u00edl, tak tam ten student mus\u00ed z\u016fstat do konce studia.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: J\u00e1 jsem se o tom bavila s p\u00e1r lidmi a v podstat\u011b jejich n\u00e1zor byl, \u017ee \u0161kola v\u00e1s asi nenau\u010d\u00ed ty v\u011bci, kter\u00e9 pot\u0159ebujete, ale nau\u010d\u00ed v\u00e1s zvl\u00e1dat stres a d\u00e1 v\u00e1m n\u011bjak\u00fd v\u0161eobecn\u00fd rozhled. Vid\u00edte v tom je\u0161t\u011b n\u011bco jin\u00e9ho z pohledu univerzity, co by m\u011bly \u0161koly plnit t\u0159eba pr\u00e1v\u011b v IT? Kde se vlastn\u011b znalosti m\u011bn\u00ed tak rychle, \u017ee ne\u017e dostudujete, tak to, co jste se u\u010dil v prv\u00e1ku, mo\u017en\u00e1 u\u017e bude \u00fapln\u011b jinak.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: To prvn\u00ed, co jste \u0159\u00edkala, byl stres, a to druh\u00e9 v\u0161eobecn\u00fd p\u0159ehled, \u017ee.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Stres a v\u0161eobecn\u00fd p\u0159ehled.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Je to zaj\u00edmav\u00e9, proto\u017ee mn\u011b paradoxn\u011b p\u0159ijde, \u017ee j\u00e1 bych u univerzity ani jedno z t\u011bchto dvou hodnot neo\u010dek\u00e1val. P\u0159ijde mi, \u017ee kdy\u017e je \u010dlov\u011bk v praxi v IT firm\u011b a odpov\u00edd\u00e1 za n\u011bjak\u00fd projekt, tak \u00farove\u0148 toho stresu v\u016f\u010di koleg\u016fm, kte\u0159\u00ed jsou na n\u011bm zodpov\u011bdn\u00ed, je n\u00e1sobn\u011b v\u011bt\u0161\u00ed ne\u017e stres z toho, jestli m\u00e1 dobrou zn\u00e1mku nebo jestli se p\u0159iprav\u00ed kompletn\u011b na zkou\u0161ku.<\/p>\n<p>V\u0161eobecn\u00fd p\u0159ehled v dne\u0161n\u00ed dob\u011b mn\u011b p\u0159ijde, \u017ee studenti \u010dasto z\u00edsk\u00e1vaj\u00ed v\u0161ude mo\u017en\u011b, jenom ne na univerzit\u011b. Univerzita je hodn\u011b zam\u011b\u0159en\u00e1 na konkr\u00e9tn\u00ed obor. Ale je tak\u00e9 pravda, \u017ee nap\u0159\u00ed\u010d oborem studenti v\u0161eobecn\u00fd p\u0159ehled pom\u011brn\u011b z\u00edskaj\u00ed. To bych souhlasil.<\/p>\n<p>Pro m\u011b osobn\u011b je role univerzity ve dvou nebo ve t\u0159ech kl\u00ed\u010dov\u00fdch rovin\u00e1ch. Prvn\u00ed rovina je rozvoj osobnosti \u010dlov\u011bka po etick\u00e9 str\u00e1nce. Prost\u011b to, aby z \u010dlov\u011bka vznikla odpov\u011bdn\u00e1 a komplexn\u00ed osobnost. Druh\u00e1 v\u00fdznamn\u00e1 role, kter\u00e1 zafungovala t\u0159eba \u00fa\u017easn\u011b u m\u011b na Masary\u010dce, byla inspirace. Potkal jsem tam n\u011bkolik lid\u00ed, kte\u0159\u00ed m\u011b obrovsky jako boostli v r\u00e1mci zap\u00e1len\u00ed se pro v\u011bc, kdy\u017e to \u0159eknu takhle. Radim Pol\u010d\u00e1k, profesor Hajn, to byli prost\u011b \u00fa\u017easn\u00ed lid\u00e9, kte\u0159\u00ed m\u011b nastartovali na dal\u0161\u00edch 15 let. To znamen\u00e1 n\u011bjak\u00e1 inspirace.<\/p>\n<p>A t\u0159et\u00ed, co\u017e ne \u00fapln\u011b funguje u \u010desk\u00e9ho \u0161kolstv\u00ed, ale hodn\u011b v zahrani\u010d\u00ed, je vlastn\u011b n\u011bjak\u00fd network zaj\u00edmav\u00fdch lid\u00ed, se kter\u00fdmi \u010dlov\u011bk m\u016f\u017ee b\u00fdt v kontaktu a se kter\u00fdmi bude pracovat i do budoucna. To je pr\u00e1v\u011b t\u0159eba role Harvardu, Stanfordu a dal\u0161\u00edch elitn\u00edch \u0161kol na z\u00e1pad\u011b. Ned\u00e1 se \u0159\u00edci, \u017ee ka\u017ed\u00e1 osobnost nutn\u011b bude po studiu ide\u00e1ln\u00ed vyzr\u00e1lou osobnost\u00ed. Ale d\u00e1 se p\u0159edpokl\u00e1dat, \u017ee spousta z t\u011bch student\u016f profesn\u011b usp\u011bje. A proto t\u0159eba v Americe, jako jedna z kl\u00ed\u010dov\u00fdch rol\u00ed je pr\u00e1v\u011b Alumni Network. V \u010cesk\u00e9 republice se s absolventy pracuje \u00fapln\u011b minim\u00e1ln\u011b.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Kdy\u017e u\u017e jsme narazili na to, s \u010d\u00edm se pot\u00fdkaj\u00ed studenti p\u0159i p\u0159echodu do praxe, \u010dasto se zmi\u0148uje, \u017ee generace Z, tedy ta, kter\u00e1 se te\u010f do t\u00e9 praxe dost\u00e1v\u00e1 nebo v n\u00ed u\u017e vlastn\u011b je, \u017ee se j\u00ed nechce moc pracovat. Pohled generace je\u0161t\u011b star\u0161\u00ed, ne\u017e jsem j\u00e1, teda je, \u017ee jsou vlastn\u011b docela l\u00edn\u00ed. Jak byste je vid\u011bl vy se svou prax\u00ed?<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: J\u00e1 m\u00e1m \u0161t\u011bst\u00ed v tom, \u017ee vlastn\u011b m\u016f\u017eu p\u0159edn\u00e1\u0161et v r\u00e1mci projektu M\u016f\u017ee\u0161 podnikat. M\u00e1m n\u011bkolik dal\u0161\u00edch st\u0159edo\u0161kolsk\u00fdch projekt\u016f, kde nejenom \u017ee jsem v kontaktu s vysok\u00fdmi \u0161kolami, ale potk\u00e1v\u00e1m se hodn\u011b se st\u0159edo\u0161kol\u00e1ky. A mn\u011b to p\u0159ijde jako naprost\u00fd bl\u00e1bol. Omlouv\u00e1m se, \u017ee to \u0159eknu takto.<\/p>\n<p>U\u017e jenom z toho pohledu, \u017ee \u00fapln\u011b stejn\u00fd argument si pamatuju 10 let zp\u00e1tky. \u00dapln\u011b stejn\u00fd argument mi \u0159\u00edkala generace vlastn\u011b je\u0161t\u011b p\u0159edchoz\u00ed. P\u0159ijde mi, \u017ee to je n\u011bco, co si budeme \u0159\u00edkat za pades\u00e1t let znova, \u017ee ta nastupuj\u00edc\u00ed generace je prost\u011b l\u00edn\u00e1, nech\u00e1pe, co je d\u016fle\u017eit\u00fd, nedok\u00e1\u017ee tvrd\u011b pracovat a tak d\u00e1l a tak d\u00e1le. T\u0159eba te\u010f m\u00e1m jednoho studenta a on \u00fapln\u011b neuv\u011b\u0159iteln\u00fd. On v\u00e1m dok\u00e1\u017ee za t\u00fdden nak\u00f3dovat aplikaci, hraje na housle, do toho d\u011bl\u00e1 dva sporty. Dneska ve\u010der m\u00e1me n\u011bjakou akci se Sothebys, kam jsem ho pozval na n\u011bjakou um\u011bleckou exhibition, tak prost\u011b p\u0159ijde a jde networkovat jak n\u011bjak\u00fd 35let\u00fd prof\u00edk. A ohledn\u011b toho, jako \u017ee by nedok\u00e1zal dotahovat v\u011bci\u2026 Kdybyste vid\u011bla tohoto studenta, jak\u00fdm zp\u016fsobem pr\u00e1v\u011b on tu samotnou aplikaci rozv\u00edj\u00ed. Dok\u00e1\u017ee si \u0159\u00edct, hele, tohle neum\u00edm, tak j\u00e1 to outsourcuju. Po\u017e\u00e1d\u00e1 tedy kamar\u00e1da a opravdu pou\u017eije toto slovo. A nen\u00ed to kv\u016fli tomu, \u017ee by byl l\u00edn\u00fd, ale kv\u016fli tomu, \u017ee je to efektivn\u011bj\u0161\u00ed. To, jak\u00fdm zp\u016fsobem dok\u00e1\u017ee sou\u010dasn\u00e1 generace pou\u017e\u00edvat mnoho n\u00e1stroj\u016f sou\u010dasn\u011b tak, aby byla zase efektivn\u011bj\u0161\u00ed, aby dok\u00e1zala vyhov\u011bt obrovsk\u00fdm po\u017eadavk\u016fm, je neuv\u011b\u0159iteln\u00e9.<\/p>\n<p>Divila byste se, co j\u00e1 si t\u0159eba dovedu p\u0159edstavit, kde m\u016f\u017ee b\u00fdt zm\u011bna. T\u00edm, jak jsou na n\u011b kladen\u00e9 vysok\u00e9 po\u017eadavky a jak se mus\u00ed po\u0159\u00e1d u\u010dit v\u00edc a v\u00edc, tak jsou t\u0159eba mlad\u00ed lid\u00e9 m\u00e9n\u011b stabiln\u00ed v r\u00e1mci zam\u011bstn\u00e1n\u00ed. Ve firm\u011b nevydr\u017e\u00ed 5 nebo 10 let, pokud nedok\u00e1\u017eete prom\u011b\u0148ovat jejich roli ve firm\u011b, aby se vlastn\u011b po\u0159\u00e1d n\u011bco u\u010dili, po\u0159\u00e1d n\u011bkam posouvali. Pro tuto generaci je toti\u017e typick\u00e9, \u017ee maj\u00ed konstantn\u011b pocit, \u017ee jim prost\u011b ujel vlak. Tak\u017ee se neust\u00e1le sna\u017e\u00ed doh\u00e1n\u011bt, hodn\u011b na sob\u011b pracovat. Ale zase samoz\u0159ejm\u011b je to hodn\u011b zobec\u0148uj\u00edc\u00ed. Ur\u010dit\u011b najdete l\u00edn\u00fd \u010dleny mlad\u00e9 nastupuj\u00edc\u00ed generace. Ale nemysl\u00edm si, \u017ee by to byl n\u011bjak\u00fd z\u00e1sadn\u00ed probl\u00e9m.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: Stejn\u011b tak, jak najdete l\u00edn\u00e9 \u010dleny star\u0161\u00edch generac\u00ed. Vy jste mi nahr\u00e1l na dal\u0161\u00ed v\u011bc, kterou jsem se v\u00e1s cht\u011bla zeptat. A to je pr\u00e1v\u011b to, co by z va\u0161eho pohledu firmy m\u011bly absolvent\u016fm d\u00e1t, aby byli pro pr\u00e1ci zap\u00e1len\u00ed. Za n\u011bkolik let pro tu stejnou firmu, ide\u00e1ln\u011b.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: Podle m\u011b se spousta firem na za\u010d\u00e1tku zapom\u00edn\u00e1 pt\u00e1t na ot\u00e1zku, pro\u010d k nim ten student nastupuje. Nebo pokud se na to zeptaj\u00ed, tak je to n\u011bkdo z HR. Ale vlastn\u011b v\u017edy jednou za \u010das se zeptat zam\u011bstnance, hele jsi spokojen\u00fd? Rozv\u00edj\u00ed\u0161 se dostate\u010dn\u011b? Je n\u011bco, co bychom mohli ud\u011blat jinak? Pak se s t\u00edm studentem d\u00e1 velice dob\u0159e pracovat nebo s t\u00edm z\u00e1stupcem mlad\u00e9 generace.<\/p>\n<p>Kdy\u017e v\u00edte, jak\u00e1 jsou jeho o\u010dek\u00e1v\u00e1n\u00ed. To nemus\u00ed b\u00fdt nutn\u011b to, \u017ee bude m\u011bnit sv\u011bt. T\u0159eba se prost\u011b chce jen kari\u00e9rn\u011b posouvat a vyd\u011bl\u00e1vat v\u00edce pen\u011bz. Potom dok\u00e1\u017eete kr\u00e1sn\u011b nastavit jeho postup nap\u0159\u00ed\u010d firmou. Ale nen\u00ed nic hor\u0161\u00edho ne\u017e se na to neptat a pak se divit. Za dva roky ten student bude cht\u00edt odej\u00edt a u\u017e to bude m\u00edt v hlav\u011b a bude jen \u010dekat na p\u0159\u00edle\u017eitost, kam p\u0159esko\u010dit.<\/p>\n<p>A v dob\u011b, kdy m\u00e1te LinkedIn, m\u00e1te milion headhunters, kte\u0159\u00ed lov\u00ed studenty dokonce i p\u0159es Tinder, pak zejm\u00e9na v sektorech, kter\u00e9 jsou kompetitivn\u00ed, toho studenta neudr\u017e\u00edte. D\u011blali jsme n\u011bjak\u00fd pr\u016fzkum mezi patn\u00e1cti sty studenty asi z deseti univerzit v \u010cesk\u00e9 republice a v\u0161ichni hovo\u0159\u00ed o tom, \u017ee jako z\u00e1sadn\u00ed hodnota pro nastupuj\u00edc\u00ed generaci je impakt tedy prost\u011b to, co za sebou zanechaj\u00ed. \u00dapln\u011b stejn\u011b procentu\u00e1ln\u011b n\u00e1m ale vy\u0161lo, \u017ee je pro n\u011b d\u016fle\u017eit\u00fd plat. To znamen\u00e1, \u017ee bych nepodce\u0148oval takov\u00e9 ty klasick\u00e9 faktory. Bral bych to tak, \u017ee studenti cht\u011bj\u00ed vlastn\u011b v\u0161echno a firmy se tomu mus\u00ed p\u0159izp\u016fsobit. A pokud to dok\u00e1\u017eou, student nebo z\u00e1stupce mlad\u00e9 generace je opravdu nad\u0161en\u00fd a dok\u00e1\u017ee fungovat mnohem efektivn\u011bji.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: My jsme za\u010dali na\u0161i diskuzi um\u011blou inteligenc\u00ed a n\u00e1strojem ChatGPT v souvislosti s t\u00edm, co byste na syst\u00e9mu vzd\u011bl\u00e1v\u00e1n\u00ed zlep\u0161il.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: No, to je v\u00fdborn\u00e1 ot\u00e1zka. Jak na ni stru\u010dn\u011b odpov\u011bd\u011bt? Kdybych si vyzobl jednu jedinou v\u011bc, pak by to byla pot\u0159eba v\u00edc pracovat na pedagogick\u00fdch pracovn\u00edc\u00edch. Tedy na lidech, kte\u0159\u00ed budou sami m\u00edt z\u00e1jem se jako rozv\u00edjet, aby mohli rozv\u00edjet d\u00e1le i studenty. Aby si tito lid\u00e9 uv\u011bdomili, \u017ee nen\u00ed p\u0159edepsan\u00e9 to, \u017ee si student mus\u00ed od\u0161krt\u00e1vat, \u017ee um\u00ed poznat v\u0161echny prvoky, ve\u0161kerou floru. Aby tito lid\u00e9 sami dok\u00e1zali se studentem pracovat podobn\u011b, jako to d\u011blaj\u00ed t\u0159eba mento\u0159i nebo kou\u010dov\u00e9.<\/p>\n<p>A jak toho doc\u00edlit? Nem\u00e1m \u017e\u00e1dn\u00fd recept na to, jak to p\u0159esn\u011b ud\u011blat. T\u0159eba my, kdy\u017e vzd\u011bl\u00e1v\u00e1me studenty skrze firmy, tak v t\u011bch firm\u00e1ch hled\u00e1me lidi, kte\u0159\u00ed maj\u00ed takovou tu jiskru v oku. Zaj\u00edm\u00e1 n\u00e1s, zda dok\u00e1\u017eou sv\u016fj obor student\u016fm vysv\u011btlit a maj\u00ed z\u00e1jem jim to vysv\u011btlit. U n\u00e1s to nen\u00ed o tom, \u017ee jim zaplat\u00edme XY pen\u011bz za to, \u017ee jdou p\u0159edn\u00e1\u0161et. Samoz\u0159ejm\u011b, mus\u00edme j\u00ed d\u00e1t n\u011bjakou odm\u011bnu za to, \u017ee jdou. Ale pot\u0159ebujeme hlavn\u011b lidi, kte\u0159\u00ed dok\u00e1\u017eou tu zpr\u00e1vu spr\u00e1vn\u011b p\u0159edat. Potom u\u017e je vlastn\u011b \u00fapln\u011b jedno, jestli se bav\u00edme o GPT_4 nebo se budeme bavit o vlivu soci\u00e1ln\u00edch s\u00edt\u00ed nebo fake news nebo prost\u011b o kritick\u00e9m my\u0161len\u00ed.<\/p>\n<p>Ty v\u011bci, kter\u00e9 bude pot\u0159eba se nau\u010dit, se budou po\u0159\u00e1d m\u011bnit. J\u00e1 jsem \u010detl na Berkley, kde si svolali partnersk\u00e9 firmy, s nimi\u017e spolupracuj\u00ed v r\u00e1mci policy hubu. Mimo jin\u00e9 tam byla firma, kter\u00e1 se zeptala v r\u00e1mci t\u00e9to skupiny, kdy univerzita d\u00e1 GPT-4 do osnov. A univerzita odpov\u011bd\u011bla samoz\u0159ejm\u011b tak, jak by odpov\u011bd\u011blo konzervativn\u00ed prost\u0159ed\u00ed. V\u00edme o tom, pracujeme na tom. Zjednodu\u0161en\u011b.<\/p>\n<p>Ale spr\u00e1vn\u00e1 nebyla ani ta ot\u00e1zka ze strany technologick\u00e9 firmy. A to kv\u016fli tomu, \u017ee ne\u017e se ti studenti dostanou do praxe, uplyne dal\u0161\u00edch p\u011bt let. Ne\u017e budou pracovat jako team leade\u0159i, tak to bude dal\u0161\u00edch deset. V t\u00e9 dob\u011b u\u017e budeme technologicky fungovat na n\u011b\u010dem \u00fapln\u011b jin\u00e9m. Tak\u017ee ani takov\u00e1 ta reakce pr\u016fmyslu, kter\u00fd bude \u0159\u00edkat, \u017ee te\u010f mus\u00edme vychov\u00e1vat kov\u00e1\u0159e nebo te\u010f tady mus\u00edme vychov\u00e1vat instalat\u00e9ry, je prost\u011b nesmysl. Ne\u017e tito studenti doraz\u00ed do praxe, situace na trhu bude vypadat \u00fapln\u011b jinak.<\/p>\n<p><strong>Ivana Karhanov\u00e1<\/strong>: \u0158\u00edk\u00e1 Tom\u00e1\u0161 \u017d\u00edla, \u0159editel a zakladatel European Centre for Career Education. D\u00edky, \u017ee jste p\u0159i\u0161el do studia a n\u011bkdy na sly\u0161enou.<\/p>\n<p><strong>Tom\u00e1\u0161 H\u00fclle<\/strong>: D\u011bkuju moc.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 awb-sticky awb-sticky-small awb-sticky-medium awb-sticky-large fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-top:40px;--awb-padding-right:20px;--awb-padding-bottom:40px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color5);--awb-bg-color-hover:var(--awb-color5);--awb-bg-size:cover;--awb-border-radius:16px 16px 16px 16px;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;--awb-sticky-offset:60px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\" style=\"--awb-content-alignment:center;--awb-font-size:18px;\"><p>P\u0159ipojte se k stovk\u00e1m profesion\u00e1l\u016f, kte\u0159\u00ed pravideln\u011b dost\u00e1vaj\u00ed aktualizace od na\u0161ich expert\u016f. Kdykoliv se m\u016f\u017eete odhl\u00e1sit.<\/p>\n<\/div><div class=\"fusion-text fusion-text-5\"><div class='fluentform ff-default fluentform_wrapper_190 ffs_custom_wrap'><form data-form_id=\"190\" id=\"fluentform_190\" class=\"frm-fluent-form fluent_form_190 ff-el-form-top ff_form_instance_190_1 ff-form-loading ffs_custom\" data-form_instance=\"ff_form_instance_190_1\" method=\"POST\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">CZ_SUBSCRIBE - Sidebar Newsletter<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='33943' \/><input type=\"hidden\" id=\"_fluentform_190_fluentformnonce\" name=\"_fluentform_190_fluentformnonce\" value=\"323049afab\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/cs\/wp-json\/wp\/v2\/posts\/33943\" \/><input type=\"hidden\" name=\"page\" value=\"Shit in \u2013 shit out. Bez precizn\u00edho zad\u00e1n\u00ed je student\u016fm ChatGPT k ni\u010demu, \u0159\u00edk\u00e1 Tom\u00e1\u0161 H\u00fclle (ECCEDU)\" data-name=\"page\" ><input type=\"hidden\" name=\"date\" value=\"21\/09\/2026\" data-name=\"date\" ><input type=\"hidden\" name=\"tag\" value=\"Data Management\" data-name=\"tag\" ><div data-name=\"ff_cn_id_1\"  class='ff-t-container ff-column-container ff_columns_total_1 '><div class='ff-t-cell ff-t-column-1' style='flex-basis: 100%;'><div class='ff-el-group ff-el-form-hide_label'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label for='ff_190_first_name' id='label_ff_190_first_name' >First name<\/label><\/div><div class='ff-el-input--content'><input type=\"text\" name=\"first_name\" class=\"ff-el-form-control\" placeholder=\"Jm\u00e9no *\" data-name=\"first_name\" id=\"ff_190_first_name\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group ff-el-form-hide_label'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label for='ff_190_last_name' id='label_ff_190_last_name' >Last name<\/label><\/div><div class='ff-el-input--content'><input type=\"text\" name=\"last_name\" class=\"ff-el-form-control\" placeholder=\"P\u0159\u00edjmen\u00ed *\" data-name=\"last_name\" id=\"ff_190_last_name\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group ff-el-form-hide_label'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label for='ff_190_email' id='label_ff_190_email' aria-label=\"Email\">Email<\/label><\/div><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_190_email\" class=\"ff-el-form-control\" placeholder=\"Email*\" data-name=\"email\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group ff-el-form-hide_label'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label for='ff_190_country-list' id='label_ff_190_country-list' aria-label=\"Country\">Country<\/label><\/div><div class='ff-el-input--content'><select name=\"country-list\" id=\"ff_190_country-list\" class=\"ff-el-form-control\" placeholder=\"Zem\u011b\" data-name=\"country-list\" aria-invalid='false' aria-required=true><option value=''>Zem\u011b<\/option><optgroup label=\"\"><option value='Czech Republic' >Czech Republic<\/option><option value='Slovakia' >Slovakia<\/option><\/optgroup><optgroup label=\"\"><option value='Afghanistan' >Afghanistan<\/option><option value='Aland Islands' >Aland Islands<\/option><option value='Albania' >Albania<\/option><option value='Algeria' >Algeria<\/option><option value='American Samoa' >American Samoa<\/option><option value='Andorra' >Andorra<\/option><option value='Angola' >Angola<\/option><option value='Anguilla' >Anguilla<\/option><option value='Antarctica' >Antarctica<\/option><option value='Antigua and Barbuda' >Antigua and Barbuda<\/option><option value='Argentina' >Argentina<\/option><option value='Armenia' >Armenia<\/option><option value='Aruba' >Aruba<\/option><option value='Australia' >Australia<\/option><option value='Austria' >Austria<\/option><option value='Azerbaijan' >Azerbaijan<\/option><option value='Bahamas' >Bahamas<\/option><option value='Bahrain' >Bahrain<\/option><option value='Bangladesh' >Bangladesh<\/option><option value='Barbados' >Barbados<\/option><option value='Belarus' >Belarus<\/option><option value='Belau' >Belau<\/option><option value='Belgium' >Belgium<\/option><option value='Belize' >Belize<\/option><option value='Benin' >Benin<\/option><option value='Bermuda' >Bermuda<\/option><option value='Bhutan' >Bhutan<\/option><option value='Bolivia' >Bolivia<\/option><option value='Bonaire, Saint Eustatius and Saba' >Bonaire, Saint Eustatius and Saba<\/option><option value='Bosnia and Herzegovina' >Bosnia and Herzegovina<\/option><option value='Botswana' >Botswana<\/option><option value='Bouvet Island' >Bouvet Island<\/option><option value='Brazil' >Brazil<\/option><option value='British Indian Ocean Territory' >British Indian Ocean Territory<\/option><option value='British Virgin Islands' >British Virgin Islands<\/option><option value='Brunei' >Brunei<\/option><option value='Bulgaria' >Bulgaria<\/option><option value='Burkina Faso' >Burkina Faso<\/option><option value='Burundi' >Burundi<\/option><option value='Cambodia' >Cambodia<\/option><option value='Cameroon' >Cameroon<\/option><option value='Canada' >Canada<\/option><option value='Cape Verde' >Cape Verde<\/option><option value='Cayman Islands' >Cayman Islands<\/option><option value='Central African Republic' >Central African Republic<\/option><option value='Chad' >Chad<\/option><option value='Chile' >Chile<\/option><option value='China' >China<\/option><option value='Christmas Island' >Christmas Island<\/option><option value='Cocos (Keeling) Islands' >Cocos (Keeling) Islands<\/option><option value='Colombia' >Colombia<\/option><option value='Comoros' >Comoros<\/option><option value='Cook Islands' >Cook Islands<\/option><option value='Costa Rica' >Costa Rica<\/option><option value='Croatia' >Croatia<\/option><option value='Cuba' >Cuba<\/option><option value='Cura&ccedil;ao' >Cura&ccedil;ao<\/option><option value='Cyprus' >Cyprus<\/option><option value='Democratic Republic of the Congo (Kinshasa)' >Democratic Republic of the Congo (Kinshasa)<\/option><option value='Denmark' >Denmark<\/option><option value='Djibouti' >Djibouti<\/option><option value='Dominica' >Dominica<\/option><option value='Dominican Republic' >Dominican Republic<\/option><option value='Ecuador' >Ecuador<\/option><option value='Egypt' >Egypt<\/option><option value='El Salvador' >El Salvador<\/option><option value='Equatorial Guinea' >Equatorial Guinea<\/option><option value='Eritrea' >Eritrea<\/option><option value='Estonia' >Estonia<\/option><option value='Ethiopia' >Ethiopia<\/option><option value='Falkland Islands' >Falkland Islands<\/option><option value='Faroe Islands' >Faroe Islands<\/option><option value='Fiji' >Fiji<\/option><option value='Finland' >Finland<\/option><option value='France' >France<\/option><option value='French Guiana' >French Guiana<\/option><option value='French Polynesia' >French Polynesia<\/option><option value='French Southern Territories' >French Southern Territories<\/option><option value='Gabon' >Gabon<\/option><option value='Gambia' >Gambia<\/option><option value='Georgia' >Georgia<\/option><option value='Germany' >Germany<\/option><option value='Ghana' >Ghana<\/option><option value='Gibraltar' >Gibraltar<\/option><option value='Greece' >Greece<\/option><option value='Greenland' >Greenland<\/option><option value='Grenada' >Grenada<\/option><option value='Guadeloupe' >Guadeloupe<\/option><option value='Guam' >Guam<\/option><option value='Guatemala' >Guatemala<\/option><option value='Guernsey' >Guernsey<\/option><option value='Guinea' >Guinea<\/option><option value='Guinea-Bissau' >Guinea-Bissau<\/option><option value='Guyana' >Guyana<\/option><option value='Haiti' >Haiti<\/option><option value='Heard Island and McDonald Islands' >Heard Island and McDonald Islands<\/option><option value='Honduras' >Honduras<\/option><option value='Hong Kong' >Hong Kong<\/option><option value='Hungary' >Hungary<\/option><option value='Iceland' >Iceland<\/option><option value='India' >India<\/option><option value='Indonesia' >Indonesia<\/option><option value='Iran' >Iran<\/option><option value='Iraq' >Iraq<\/option><option value='Ireland' >Ireland<\/option><option value='Isle of Man' >Isle of Man<\/option><option value='Israel' >Israel<\/option><option value='Italy' >Italy<\/option><option value='Ivory Coast' >Ivory Coast<\/option><option value='Jamaica' >Jamaica<\/option><option value='Japan' >Japan<\/option><option value='Jersey' >Jersey<\/option><option value='Jordan' >Jordan<\/option><option value='Kazakhstan' >Kazakhstan<\/option><option value='Kenya' >Kenya<\/option><option value='Kiribati' >Kiribati<\/option><option value='Kosovo' >Kosovo<\/option><option value='Kuwait' >Kuwait<\/option><option value='Kyrgyzstan' >Kyrgyzstan<\/option><option value='Laos' >Laos<\/option><option value='Latvia' >Latvia<\/option><option value='Lebanon' >Lebanon<\/option><option value='Lesotho' >Lesotho<\/option><option value='Liberia' >Liberia<\/option><option value='Libya' >Libya<\/option><option value='Liechtenstein' >Liechtenstein<\/option><option value='Lithuania' >Lithuania<\/option><option value='Luxembourg' >Luxembourg<\/option><option value='Macao S.A.R., China' >Macao S.A.R., China<\/option><option value='Macedonia' >Macedonia<\/option><option value='Madagascar' >Madagascar<\/option><option value='Malawi' >Malawi<\/option><option value='Malaysia' >Malaysia<\/option><option value='Maldives' >Maldives<\/option><option value='Mali' >Mali<\/option><option value='Malta' >Malta<\/option><option value='Marshall Islands' >Marshall Islands<\/option><option value='Martinique' >Martinique<\/option><option value='Mauritania' >Mauritania<\/option><option value='Mauritius' >Mauritius<\/option><option value='Mayotte' >Mayotte<\/option><option value='Mexico' >Mexico<\/option><option value='Micronesia' >Micronesia<\/option><option value='Moldova' >Moldova<\/option><option value='Monaco' >Monaco<\/option><option value='Mongolia' >Mongolia<\/option><option value='Montenegro' >Montenegro<\/option><option value='Montserrat' >Montserrat<\/option><option value='Morocco' >Morocco<\/option><option value='Mozambique' >Mozambique<\/option><option value='Myanmar' >Myanmar<\/option><option value='Namibia' >Namibia<\/option><option value='Nauru' >Nauru<\/option><option value='Nepal' >Nepal<\/option><option value='Netherlands' >Netherlands<\/option><option value='New Caledonia' >New Caledonia<\/option><option value='New Zealand' >New Zealand<\/option><option value='Nicaragua' >Nicaragua<\/option><option value='Niger' >Niger<\/option><option value='Nigeria' >Nigeria<\/option><option value='Niue' >Niue<\/option><option value='Norfolk Island' >Norfolk Island<\/option><option value='North Korea' >North Korea<\/option><option value='Northern Mariana Islands' >Northern Mariana Islands<\/option><option value='Norway' >Norway<\/option><option value='Oman' >Oman<\/option><option value='Pakistan' >Pakistan<\/option><option value='Palestinian Territory' >Palestinian Territory<\/option><option value='Panama' >Panama<\/option><option value='Papua New Guinea' >Papua New Guinea<\/option><option value='Paraguay' >Paraguay<\/option><option value='Peru' >Peru<\/option><option value='Philippines' >Philippines<\/option><option value='Pitcairn' >Pitcairn<\/option><option value='Poland' >Poland<\/option><option value='Portugal' >Portugal<\/option><option value='Puerto Rico' >Puerto Rico<\/option><option value='Qatar' >Qatar<\/option><option value='Republic of the Congo (Brazzaville)' >Republic of the Congo (Brazzaville)<\/option><option value='Reunion' >Reunion<\/option><option value='Romania' >Romania<\/option><option value='Russia' >Russia<\/option><option value='Rwanda' >Rwanda<\/option><option value='Saint Barth&eacute;lemy' >Saint Barth&eacute;lemy<\/option><option value='Saint Helena' >Saint Helena<\/option><option value='Saint Kitts and Nevis' >Saint Kitts and Nevis<\/option><option value='Saint Lucia' >Saint Lucia<\/option><option value='Saint Martin (Dutch part)' >Saint Martin (Dutch part)<\/option><option value='Saint Martin (French part)' >Saint Martin (French part)<\/option><option value='Saint Pierre and Miquelon' >Saint Pierre and Miquelon<\/option><option value='Saint Vincent and the Grenadines' >Saint Vincent and the Grenadines<\/option><option value='Samoa' >Samoa<\/option><option value='San Marino' >San Marino<\/option><option value='Sao Tome and Principe' >Sao Tome and Principe<\/option><option value='Saudi Arabia' >Saudi Arabia<\/option><option value='Senegal' >Senegal<\/option><option value='Serbia' >Serbia<\/option><option value='Seychelles' >Seychelles<\/option><option value='Sierra Leone' >Sierra Leone<\/option><option value='Singapore' >Singapore<\/option><option value='Slovenia' >Slovenia<\/option><option value='Solomon Islands' >Solomon Islands<\/option><option value='Somalia' >Somalia<\/option><option value='South Africa' >South Africa<\/option><option value='South Georgia\/Sandwich Islands' >South Georgia\/Sandwich Islands<\/option><option value='South Korea' >South Korea<\/option><option value='South Sudan' >South Sudan<\/option><option value='Spain' >Spain<\/option><option value='Sri Lanka' >Sri Lanka<\/option><option value='Sudan' >Sudan<\/option><option value='Suriname' >Suriname<\/option><option value='Svalbard and Jan Mayen' >Svalbard and Jan Mayen<\/option><option value='Swaziland' >Swaziland<\/option><option value='Sweden' >Sweden<\/option><option value='Switzerland' >Switzerland<\/option><option value='Syria' >Syria<\/option><option value='Taiwan' >Taiwan<\/option><option value='Tajikistan' >Tajikistan<\/option><option value='Tanzania' >Tanzania<\/option><option value='Thailand' >Thailand<\/option><option value='Timor-Leste' >Timor-Leste<\/option><option value='Togo' >Togo<\/option><option value='Tokelau' >Tokelau<\/option><option value='Tonga' >Tonga<\/option><option value='Trinidad and Tobago' >Trinidad and Tobago<\/option><option value='Tunisia' >Tunisia<\/option><option value='Turkey' >Turkey<\/option><option value='Turkmenistan' >Turkmenistan<\/option><option value='Turks and Caicos Islands' >Turks and Caicos Islands<\/option><option value='Tuvalu' >Tuvalu<\/option><option value='Uganda' >Uganda<\/option><option value='Ukraine' >Ukraine<\/option><option value='United Arab Emirates' >United Arab Emirates<\/option><option value='United Kingdom' >United Kingdom (UK)<\/option><option value='United States' >United States (US)<\/option><option value='United States Minor Outlying Islands' >United States (US) Minor Outlying Islands<\/option><option value='United States Virgin Islands' >United States (US) Virgin Islands<\/option><option value='Uruguay' >Uruguay<\/option><option value='Uzbekistan' >Uzbekistan<\/option><option value='Vanuatu' >Vanuatu<\/option><option value='Vatican' >Vatican<\/option><option value='Venezuela' >Venezuela<\/option><option value='Vietnam' >Vietnam<\/option><option value='Wallis and Futuna' >Wallis and Futuna<\/option><option value='Western Sahara' >Western Sahara<\/option><option value='Yemen' >Yemen<\/option><option value='Zambia' >Zambia<\/option><option value='Zimbabwe' >Zimbabwe<\/option><\/optgroup><\/select><\/div><\/div><\/div><\/div><div class='ff-el-group    ff-el-input--content'><div class='ff-el-form-check ff-el-tc'><label aria-label='Souhlas\u00edm se zpracov\u00e1n\u00edm m\u00fdch osobn\u00edch \u00fadaj\u016f za \u00fa\u010delem p\u0159ij\u00edm\u00e1n\u00ed elektronick\u00fdch zpr\u00e1v a marketingov\u00fdch sd\u011blen\u00ed, jak je pops\u00e1no v Z\u00e1sad\u00e1ch ochrany osobn\u00edch \u00fadaj\u016f.' class='ff-el-form-check-label ff_tc_label' for='consent_edb069297dda7fb832e519dccfb21de8'><span class='ff_tc_checkbox'><input type=\"checkbox\" name=\"consent\" class=\"ff-el-form-check-input\" data-name=\"consent\" id=\"consent_edb069297dda7fb832e519dccfb21de8\"  value='on' aria-invalid='false' aria-required=true><\/span> <div class='ff_t_c'><p data-pm-slice=\"1 1 []\">Souhlas\u00edm se zpracov\u00e1n\u00edm m\u00fdch osobn\u00edch \u00fadaj\u016f za \u00fa\u010delem p\u0159ij\u00edm\u00e1n\u00ed elektronick\u00fdch zpr\u00e1v a marketingov\u00fdch sd\u011blen\u00ed, jak je pops\u00e1no v Z\u00e1sad\u00e1ch ochrany osobn\u00edch \u00fadaj\u016f.<\/p><\/div><\/label><\/div><\/div><div class='ff-el-group ff-text-center ff_submit_btn_wrapper ff_submit_btn_wrapper_custom'><button class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_style\" type=\"submit\" name=\"custom_submit_button-190_1\" data-name=\"custom_submit_button-190_1\"  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has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:60px;--awb-padding-bottom:40px;--awb-background-color:var(--awb-color5);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1331.2px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-custom10);--awb-margin-bottom:40px;--awb-margin-top-small:15px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;--awb-font-size:var(--awb-custom_typography_2-font-size);\"><h2 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"font-family:var(--awb-custom_typography_2-font-family);font-weight:var(--awb-custom_typography_2-font-weight);font-style:var(--awb-custom_typography_2-font-style);margin:0;letter-spacing:var(--awb-custom_typography_2-letter-spacing);text-transform:var(--awb-custom_typography_2-text-transform);font-size:1em;--fontSize:42;line-height:var(--awb-custom_typography_2-line-height);\">Inspirujte se na na\u0161em blogu<\/h2><\/div><div class=\"fusion-post-cards fusion-post-cards-1 fusion-grid-archive fusion-grid-columns-3\" style=\"--awb-column-spacing:24px;--awb-columns:3;--awb-active-filter-border-size:3px;--awb-filters-height:36px;\" data-post-type-label=\"p\u0159\u00edsp\u011bvky\"><ul class=\"fusion-grid fusion-grid-3 fusion-flex-align-items-stretch fusion-grid-posts-cards\"><li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion-flex-column post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color1);--awb-bg-color-hover:var(--awb-color1);--awb-bg-size:cover;--awb-box-shadow:0px 0px 8px var(--awb-color6);;--awb-border-radius:16px 16px 16px 16px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio: 100 \/ 52;--awb-margin-bottom:20px;--awb-max-width:100%;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div style=\"display:inline-block;width:100%;\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none has-aspect-ratio\" style=\"border-radius:6px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/adastracorp.com\/cs\/blog\/kde-konci-ai-hype-a-zacina-realita-velkych-firem-5-principu-ktere-na-linkedinu-nenajdete\/\" target=\"_self\" aria-label=\"from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628.jpg\" data-orig-src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628.jpg\" class=\"lazyload img-responsive wp-image-58311 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27628%27%20viewBox%3D%270%200%201200%20628%27%3E%3Crect%20width%3D%271200%27%20height%3D%27628%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628-200x105.jpg 200w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628-400x209.jpg 400w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628-600x314.jpg 600w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628-800x419.jpg 800w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/09\/from-linkedin-hype-to-production-the-reality-of-enterprise-ai-1200-628.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1023px) 100vw, (max-width: 640px) 100vw, 1200px\" \/><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><p>Blog<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color3);--awb-margin-top:0px;--awb-margin-bottom:16px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:16px;--awb-margin-left-small:0px;--awb-link-color:var(--awb-color3);--awb-link-hover-color:var(--awb-color2);\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:var(--awb-custom_typography_3-line-height);\"><a href=\"https:\/\/adastracorp.com\/cs\/blog\/kde-konci-ai-hype-a-zacina-realita-velkych-firem-5-principu-ktere-na-linkedinu-nenajdete\/\" class=\"awb-custom-text-color awb-custom-text-hover-color\" target=\"_self\">Kde kon\u010d\u00ed AI hype a za\u010d\u00edn\u00e1 realita velk\u00fdch firem: 5 princip\u016f, kter\u00e9 na LinkedInu nenajdete<\/a><\/h3><\/div><div class=\"fusion-text fusion-text-8 fusion-text-no-margin\" style=\"--awb-font-size:var(--awb-typography4-font-size);--awb-line-height:var(--awb-typography4-line-height);--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-custom10);--awb-margin-top:0px;--awb-margin-bottom:auto;--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>LinkedIn ukazuje AI jako snadnou cestu k v\u00fdsledk\u016fm. Enterprise praxe ale vy\u017eaduje governance, bezpe\u010dnost, m\u011b\u0159en\u00ed p\u0159\u00ednos\u016f a \u0159\u00edzen\u00ed n\u00e1klad\u016f.<\/p>\n<\/div><div ><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-top:24px;--awb-padding-top:4px;--awb-padding-right:0px;--awb-padding-bottom:4px;--awb-padding-left:0px;--button_accent_color:var(--awb-color3);--button_border_color:var(--awb-color3);--button_accent_hover_color:var(--awb-color2);--button_border_hover_color:var(--awb-color2);--button_border_width-top:0;--button_border_width-right:0;--button_border_width-bottom:0;--button_border_width-left:0;--button-border-radius-top-left:0;--button-border-radius-top-right:0;--button-border-radius-bottom-right:0;--button-border-radius-bottom-left:0;--button_gradient_top_color:rgba(255,255,255,0);--button_gradient_bottom_color:rgba(255,255,255,0);--button_gradient_top_color_hover:rgba(255,255,255,0);--button_gradient_bottom_color_hover:rgba(255,255,255,0);--button_text_transform:var(--awb-custom_typography_6-text-transform);--button_font_size:var(--awb-custom_typography_6-font-size);--button_line_height:var(--awb-custom_typography_6-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_6-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_6-font-family);--button_typography-font-weight:var(--awb-custom_typography_6-font-weight);--button_typography-font-style:var(--awb-custom_typography_6-font-style);\" target=\"_self\" href=\"https:\/\/adastracorp.com\/cs\/blog\/kde-konci-ai-hype-a-zacina-realita-velkych-firem-5-principu-ktere-na-linkedinu-nenajdete\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">V\u00cdCE<\/span><i class=\"icon-materialarrow_forward awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion-flex-column post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color1);--awb-bg-color-hover:var(--awb-color1);--awb-bg-size:cover;--awb-box-shadow:0px 0px 8px var(--awb-color6);;--awb-border-radius:16px 16px 16px 16px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio: 100 \/ 52;--awb-margin-bottom:20px;--awb-max-width:100%;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div style=\"display:inline-block;width:100%;\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none has-aspect-ratio\" style=\"border-radius:6px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/adastracorp.com\/cs\/zaznamy-webinaru\/genai-pro-rychlejsi-knowledge-management-ve-vyrobe\/\" target=\"_self\" aria-label=\"genai-for-faster-knowledge-management-in-manufacturing-1200-628\"><img decoding=\"async\" width=\"1200\" height=\"628\" alt=\"Production Knowledge at Your Fingertips: GenAI for Faster Knowledge Management in Manufacturing \" src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628.jpg\" data-orig-src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628.jpg\" class=\"lazyload img-responsive wp-image-58020 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27628%27%20viewBox%3D%270%200%201200%20628%27%3E%3Crect%20width%3D%271200%27%20height%3D%27628%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628-200x105.jpg 200w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628-400x209.jpg 400w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628-600x314.jpg 600w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628-800x419.jpg 800w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/08\/genai-for-faster-knowledge-management-in-manufacturing-1200-628.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1023px) 100vw, (max-width: 640px) 100vw, 1200px\" \/><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><p>Z\u00e1znamy webin\u00e1\u0159\u016f<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color3);--awb-margin-top:0px;--awb-margin-bottom:16px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:16px;--awb-margin-left-small:0px;--awb-link-color:var(--awb-color3);--awb-link-hover-color:var(--awb-color2);\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:var(--awb-custom_typography_3-line-height);\"><a href=\"https:\/\/adastracorp.com\/cs\/zaznamy-webinaru\/genai-pro-rychlejsi-knowledge-management-ve-vyrobe\/\" class=\"awb-custom-text-color awb-custom-text-hover-color\" target=\"_self\">GenAI pro rychlej\u0161\u00ed knowledge management ve v\u00fdrob\u011b<\/a><\/h3><\/div><div class=\"fusion-text fusion-text-11 fusion-text-no-margin\" style=\"--awb-font-size:var(--awb-typography4-font-size);--awb-line-height:var(--awb-typography4-line-height);--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-custom10);--awb-margin-top:0px;--awb-margin-bottom:auto;--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>Ams OSRAM, Adastra a AWS vyu\u017e\u00edvaj\u00ed AI k rychlej\u0161\u00edmu p\u0159\u00edstupu v\u00fdrobn\u00edch t\u00fdm\u016f k technick\u00fdm znalostem a dokumentaci.<\/p>\n<\/div><div ><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-top:24px;--awb-padding-top:4px;--awb-padding-right:0px;--awb-padding-bottom:4px;--awb-padding-left:0px;--button_accent_color:var(--awb-color3);--button_border_color:var(--awb-color3);--button_accent_hover_color:var(--awb-color2);--button_border_hover_color:var(--awb-color2);--button_border_width-top:0;--button_border_width-right:0;--button_border_width-bottom:0;--button_border_width-left:0;--button-border-radius-top-left:0;--button-border-radius-top-right:0;--button-border-radius-bottom-right:0;--button-border-radius-bottom-left:0;--button_gradient_top_color:rgba(255,255,255,0);--button_gradient_bottom_color:rgba(255,255,255,0);--button_gradient_top_color_hover:rgba(255,255,255,0);--button_gradient_bottom_color_hover:rgba(255,255,255,0);--button_text_transform:var(--awb-custom_typography_6-text-transform);--button_font_size:var(--awb-custom_typography_6-font-size);--button_line_height:var(--awb-custom_typography_6-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_6-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_6-font-family);--button_typography-font-weight:var(--awb-custom_typography_6-font-weight);--button_typography-font-style:var(--awb-custom_typography_6-font-style);\" target=\"_self\" href=\"https:\/\/adastracorp.com\/cs\/zaznamy-webinaru\/genai-pro-rychlejsi-knowledge-management-ve-vyrobe\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">V\u00cdCE<\/span><i class=\"icon-materialarrow_forward awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion-flex-column post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color1);--awb-bg-color-hover:var(--awb-color1);--awb-bg-size:cover;--awb-box-shadow:0px 0px 8px var(--awb-color6);;--awb-border-radius:16px 16px 16px 16px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-2 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio: 100 \/ 52;--awb-margin-bottom:20px;--awb-max-width:100%;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><div style=\"display:inline-block;width:100%;\"><span class=\" fusion-imageframe imageframe-none imageframe-5 hover-type-none has-aspect-ratio\" style=\"border-radius:6px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/adastracorp.com\/cs\/novinky\/adastra-ziskala-specializaci-databricks-brickbuilder-ve-trech-klicovych-oblastech\/\" target=\"_self\" aria-label=\"adastra-awarded-databricks-brickbuilder-specialization-status-1200-628\"><img decoding=\"async\" width=\"1200\" height=\"628\" alt=\"Adastra Awarded Databricks Brickbuilder Specialization Status in Various Industries \" src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628.png\" data-orig-src=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628.png\" class=\"lazyload img-responsive wp-image-55409 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27628%27%20viewBox%3D%270%200%201200%20628%27%3E%3Crect%20width%3D%271200%27%20height%3D%27628%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628-200x105.png 200w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628-400x209.png 400w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628-600x314.png 600w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628-800x419.png 800w, https:\/\/adastracorp.com\/wp-content\/uploads\/2026\/07\/adastra-awarded-databricks-brickbuilder-specialization-status-1200-628.png 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1023px) 100vw, (max-width: 640px) 100vw, 1200px\" \/><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><\/div><div class=\"fusion-text fusion-text-13\" style=\"--awb-text-font-family:&quot;Figtree&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><p>Novinky<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color3);--awb-margin-top:0px;--awb-margin-bottom:16px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:16px;--awb-margin-left-small:0px;--awb-link-color:var(--awb-color3);--awb-link-hover-color:var(--awb-color2);\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:var(--awb-custom_typography_3-line-height);\"><a href=\"https:\/\/adastracorp.com\/cs\/novinky\/adastra-ziskala-specializaci-databricks-brickbuilder-ve-trech-klicovych-oblastech\/\" class=\"awb-custom-text-color awb-custom-text-hover-color\" target=\"_self\">Adastra z\u00edskala specializaci Databricks Brickbuilder ve t\u0159ech kl\u00ed\u010dov\u00fdch oblastech<\/a><\/h3><\/div><div class=\"fusion-text fusion-text-14 fusion-text-no-margin\" style=\"--awb-font-size:var(--awb-typography4-font-size);--awb-line-height:var(--awb-typography4-line-height);--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-custom10);--awb-margin-top:0px;--awb-margin-bottom:auto;--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>Adastra z\u00edskala specializaci Databricks Brickbuilder ve t\u0159ech oblastech, kter\u00e9 tvo\u0159\u00ed jedny z hlavn\u00edch pil\u00ed\u0159\u016f jej\u00edho podnik\u00e1n\u00ed.<\/p>\n<\/div><div ><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-3 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-top:24px;--awb-padding-top:4px;--awb-padding-right:0px;--awb-padding-bottom:4px;--awb-padding-left:0px;--button_accent_color:var(--awb-color3);--button_border_color:var(--awb-color3);--button_accent_hover_color:var(--awb-color2);--button_border_hover_color:var(--awb-color2);--button_border_width-top:0;--button_border_width-right:0;--button_border_width-bottom:0;--button_border_width-left:0;--button-border-radius-top-left:0;--button-border-radius-top-right:0;--button-border-radius-bottom-right:0;--button-border-radius-bottom-left:0;--button_gradient_top_color:rgba(255,255,255,0);--button_gradient_bottom_color:rgba(255,255,255,0);--button_gradient_top_color_hover:rgba(255,255,255,0);--button_gradient_bottom_color_hover:rgba(255,255,255,0);--button_text_transform:var(--awb-custom_typography_6-text-transform);--button_font_size:var(--awb-custom_typography_6-font-size);--button_line_height:var(--awb-custom_typography_6-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_6-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_6-font-family);--button_typography-font-weight:var(--awb-custom_typography_6-font-weight);--button_typography-font-style:var(--awb-custom_typography_6-font-style);\" target=\"_self\" href=\"https:\/\/adastracorp.com\/cs\/novinky\/adastra-ziskala-specializaci-databricks-brickbuilder-ve-trech-klicovych-oblastech\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">V\u00cdCE<\/span><i class=\"icon-materialarrow_forward awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/li>\n<\/ul><\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-4 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-top:30px;--button_accent_color:var(--awb-color1);--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color2);--button_border_width-top:2px;--button_border_width-right:2px;--button_border_width-bottom:2px;--button_border_width-left:2px;--button_gradient_top_color:var(--awb-color4);--button_gradient_bottom_color:var(--awb-color4);--button_gradient_top_color_hover:var(--awb-color2);--button_gradient_bottom_color_hover:var(--awb-color2);--button_text_transform:var(--awb-custom_typography_6-text-transform);--button_font_size:var(--awb-custom_typography_6-font-size);--button_line_height:var(--awb-custom_typography_6-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_6-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_6-font-family);--button_typography-font-weight:var(--awb-custom_typography_6-font-weight);--button_typography-font-style:var(--awb-custom_typography_6-font-style);\" target=\"_self\" href=\"https:\/\/adastracorp.com\/insights\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Zobrazit v\u0161e<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Studenti se mus\u00ed nau\u010dit p\u0159esn\u011b definovat sv\u00e9 po\u017eadavky a specifikovat sv\u00e9 \u00fakoly. Pokud nebudou schopni jasn\u011b komunikovat svou vizi, budou m\u00edt pot\u00ed\u017ee efektivn\u011b vyu\u017e\u00edt tyto n\u00e1stroje ve sv\u00e9m vzd\u011bl\u00e1v\u00e1n\u00ed a profesn\u00edm rozvoji.<\/p>\n","protected":false},"author":27,"featured_media":33918,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[414,750],"tags":[521,624],"class_list":["post-33943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-podcast","category-tech-frontiers-cs","tag-ai-cs","tag-automation-cs"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>T. H\u00fclle (ECCEDU): Bez dobr\u00e9ho zad\u00e1n\u00ed je ChatGPT k ni\u010demu<\/title>\n<meta name=\"description\" content=\"Studenti se mus\u00ed nau\u010dit p\u0159esn\u011b formulovat sv\u00e9 po\u017eadavky a \u00fakoly. Je d\u016fle\u017eit\u00e9, aby um\u011bli precizn\u011b komunikovat svou vizi.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adastracorp.com\/cs\/podcast\/tech-frontiers-cs\/shit-in-shit-out-bez-precizniho-zadani-je-studentum-chatgpt-k-nicemu-rika-tomas-hulle-eccedu\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"T. H\u00fclle (ECCEDU): Bez dobr\u00e9ho zad\u00e1n\u00ed je ChatGPT k ni\u010demu\" \/>\n<meta property=\"og:description\" content=\"Studenti se mus\u00ed nau\u010dit p\u0159esn\u011b formulovat sv\u00e9 po\u017eadavky a \u00fakoly. 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