{"id":8306,"date":"2026-02-21T09:18:07","date_gmt":"2026-02-21T08:18:07","guid":{"rendered":"https:\/\/1ai.cz\/ainovinky\/umela-inteligence-rozdeluje-it-svet-koderi-se-meni-v-analytiky\/"},"modified":"2026-02-21T09:18:07","modified_gmt":"2026-02-21T08:18:07","slug":"umela-inteligence-rozdeluje-it-svet-koderi-se-meni-v-analytiky","status":"publish","type":"post","link":"https:\/\/1ai.cz\/ainovinky\/umela-inteligence-rozdeluje-it-svet-koderi-se-meni-v-analytiky\/","title":{"rendered":"Um\u011bl\u00e1 inteligence rozd\u011bluje IT sv\u011bt: kod\u00e9\u0159i se m\u011bn\u00ed v analytiky"},"content":{"rendered":"<p>P\u0159edstava, \u017ee um\u011bl\u00e1 inteligence nahrad\u00ed program\u00e1tory, koluje internetem u\u017e n\u011bkolik let. Realita je ale mnohem nuancovan\u011bj\u0161\u00ed \u2013 a pro \u010desk\u00e9 IT profesion\u00e1ly z\u00e1rove\u0148 varovn\u00e1 i povzbudiv\u00e1. Nov\u00e1 zji\u0161t\u011bn\u00ed ukazuj\u00ed, \u017ee AI skute\u010dn\u011b m\u011bn\u00ed pravidla hry, ale ne tak, jak si v\u011bt\u0161ina lid\u00ed mysl\u00ed. M\u00edsto plo\u0161n\u00e9ho nahrazov\u00e1n\u00ed doch\u00e1z\u00ed k z\u00e1sadn\u00edmu p\u0159erozd\u011blen\u00ed rol\u00ed. Kvalifikovan\u00ed v\u00fdvoj\u00e1\u0159i se posouvaj\u00ed v\u00fd\u0161, zat\u00edmco ti bez pevn\u00fdch z\u00e1klad\u016f zji\u0161\u0165uj\u00ed, \u017ee jejich pozice sl\u00e1bne rychleji, ne\u017e \u010dekali.<\/p>\n<h2>Od rutinn\u00edho k\u00f3dov\u00e1n\u00ed k \u0159e\u0161en\u00ed probl\u00e9m\u016f<\/h2>\n<p>Podle aktu\u00e1ln\u00edch pr\u016fzkum\u016f a\u017e 70 % program\u00e1tor\u016f vn\u00edm\u00e1 v\u00fdrazn\u00fd posun sv\u00e9 profesn\u00ed role. Tam, kde d\u0159\u00edve tr\u00e1vili hodiny psan\u00edm opakuj\u00edc\u00edho se k\u00f3du, dnes nastupuj\u00ed AI asistenti \u2013 n\u00e1stroje jako GitHub Copilot, Cursor nebo ChatGPT, kter\u00e9 dok\u00e1\u017eou generovat funk\u010dn\u00ed bloky k\u00f3du b\u011bhem sekund. Program\u00e1tor se tak st\u00e1le \u010dast\u011bji st\u00e1v\u00e1 t\u00edm, kdo formuluje probl\u00e9m, navrhuje architekturu \u0159e\u0161en\u00ed a kontroluje kvalitu v\u00fdstupu, m\u00edsto aby manu\u00e1ln\u011b vy\u0165uk\u00e1val ka\u017ed\u00fd \u0159\u00e1dek. Jak ukazuje praxe, na port\u00e1lu <a href=\"https:\/\/1ai.cz\/\">1AI.cz<\/a> se tomuto t\u00e9matu v\u011bnuje \u0159ada materi\u00e1l\u016f mapuj\u00edc\u00edch prom\u011bnu IT profes\u00ed v \u00e9\u0159e generativn\u00ed AI.<\/p>\n<p>Tento trend nen\u00ed pouh\u00fdm marketingov\u00fdm buzzwordem. Firmy po cel\u00e9m sv\u011bt\u011b \u2013 a \u010cesko nen\u00ed v\u00fdjimkou \u2013 re\u00e1ln\u011b p\u0159ehodnocuj\u00ed, co od sv\u00fdch v\u00fdvoj\u00e1\u0159\u016f o\u010dek\u00e1vaj\u00ed. Schopnost kritick\u00e9ho my\u0161len\u00ed, porozum\u011bn\u00ed byznysov\u00e9 logice a um\u011bn\u00ed spr\u00e1vn\u011b formulovat zad\u00e1n\u00ed pro AI n\u00e1stroje se st\u00e1vaj\u00ed kl\u00ed\u010dov\u00fdmi kompetencemi. Rutinn\u00ed k\u00f3dov\u00e1n\u00ed naopak kles\u00e1 na cen\u011b.<\/p>\n<h2>Junio\u0159i bez z\u00e1klad\u016f naraz\u00ed jako prvn\u00ed<\/h2>\n<p>Nejcitliv\u011bj\u0161\u00edm bodem cel\u00e9 diskuse je dopad na za\u010d\u00ednaj\u00edc\u00ed program\u00e1tory. Paradoxn\u011b pr\u00e1v\u011b ti, kte\u0159\u00ed by mohli z AI asistent\u016f t\u011b\u017eit nejv\u00edc, jsou z\u00e1rove\u0148 nejohro\u017een\u011bj\u0161\u00ed skupinou. Pro\u010d? Proto\u017ee AI n\u00e1stroje generuj\u00ed k\u00f3d, kter\u00fd vypad\u00e1 spr\u00e1vn\u011b, ale ne v\u017edy spr\u00e1vn\u00fd je. Bez solidn\u00edch znalost\u00ed algoritm\u016f, datov\u00fdch struktur a princip\u016f softwarov\u00e9ho in\u017een\u00fdrstv\u00ed junior nedok\u00e1\u017ee odhalit chybu, optimalizovat v\u00fdkon ani pochopit, pro\u010d navr\u017een\u00e9 \u0159e\u0161en\u00ed v produk\u010dn\u00edm prost\u0159ed\u00ed sel\u017ee.<\/p>\n<p>Kvalifikovan\u00ed seniorn\u00ed v\u00fdvoj\u00e1\u0159i naopak AI vyu\u017e\u00edvaj\u00ed jako multiplik\u00e1tor sv\u00e9 produktivity. V\u011bd\u00ed, na co se pt\u00e1t, jak v\u00fdstup ov\u011b\u0159it a kdy je lep\u0161\u00ed \u0159e\u0161en\u00ed napsat od nuly. Vznik\u00e1 tak nov\u00e1 forma digit\u00e1ln\u00ed propasti \u2013 nikoliv mezi t\u011bmi, kdo technologie maj\u00ed, a t\u011bmi, kdo je nemaj\u00ed, ale mezi t\u011bmi, kdo jim rozum\u011bj\u00ed do hloubky, a t\u011bmi, kdo se spol\u00e9haj\u00ed pouze na povrchn\u00ed interakci s AI.<\/p>\n<h2>\u010cesk\u00fd trh pr\u00e1ce se p\u0159izp\u016fsobuje<\/h2>\n<p>Situace v \u010cesku reflektuje glob\u00e1ln\u00ed trendy, ale m\u00e1 i sv\u00e1 specifika. \u010cesk\u00e9 firmy tradi\u010dn\u011b s\u00e1zely na technickou zdatnost sv\u00fdch v\u00fdvoj\u00e1\u0159\u016f a na p\u0159\u00edzniv\u00fd pom\u011br ceny a kvality pr\u00e1ce. S n\u00e1stupem AI n\u00e1stroj\u016f se ale tento pom\u011br m\u011bn\u00ed. Pokud AI dok\u00e1\u017ee \u010d\u00e1st rutinn\u00ed pr\u00e1ce zastat, firmy logicky hledaj\u00ed lidi, kte\u0159\u00ed p\u0159inesou p\u0159idanou hodnotu jinde \u2013 v anal\u00fdze, n\u00e1vrhu syst\u00e9m\u016f, komunikaci se z\u00e1kazn\u00edkem nebo v \u0159\u00edzen\u00ed AI-augmentovan\u00fdch t\u00fdm\u016f.<\/p>\n<ul>\n<li><strong>Posun kompetenc\u00ed:<\/strong> Od znalosti konkr\u00e9tn\u00edho programovac\u00edho jazyka k schopnosti syst\u00e9mov\u00e9ho my\u0161len\u00ed a \u0159e\u0161en\u00ed komplexn\u00edch probl\u00e9m\u016f.<\/li>\n<li><strong>Nov\u00e9 role:<\/strong> Prompt in\u017een\u00fd\u0159i, AI architekti a specialist\u00e9 na kvalitu AI v\u00fdstup\u016f se st\u00e1vaj\u00ed re\u00e1ln\u00fdmi pozicemi v \u010desk\u00fdch firm\u00e1ch.<\/li>\n<li><strong>Vzd\u011bl\u00e1v\u00e1n\u00ed pod tlakem:<\/strong> Bootcampy a rychlokurzy programov\u00e1n\u00ed \u010del\u00ed ot\u00e1zce, zda jejich absolventi obstoj\u00ed ve sv\u011bt\u011b, kde z\u00e1kladn\u00ed k\u00f3d p\u00ed\u0161e stroj.<\/li>\n<li><strong>Senior jako kl\u00ed\u010dov\u00fd hr\u00e1\u010d:<\/strong> Zku\u0161en\u00ed v\u00fdvoj\u00e1\u0159i s hlubok\u00fdmi znalostmi jsou \u017e\u00e1dan\u011bj\u0161\u00ed ne\u017e kdykoliv p\u0159edt\u00edm, proto\u017ee pr\u00e1v\u011b oni dok\u00e1\u017eou AI n\u00e1stroje efektivn\u011b \u0159\u00eddit.<\/li>\n<\/ul>\n<h2>Program TWIST a st\u00e1tn\u00ed podpora AI adopce<\/h2>\n<p>Zaj\u00edmav\u00fdm sign\u00e1lem je i aktivita na \u00farovni st\u00e1tu. Ministerstvo pr\u016fmyslu a obchodu eviduje p\u0159es 300 \u017e\u00e1dost\u00ed v dota\u010dn\u00edm programu TWIST, kter\u00fd je zam\u011b\u0159en na podporu digit\u00e1ln\u00ed transformace a zav\u00e1d\u011bn\u00ed AI do firemn\u00edch proces\u016f. To nazna\u010duje, \u017ee \u010desk\u00e9 podniky neberou AI jako vzd\u00e1lenou budoucnost, ale jako akutn\u00ed konkuren\u010dn\u00ed nutnost.<\/p>\n<p>Program TWIST c\u00edl\u00ed prim\u00e1rn\u011b na mal\u00e9 a st\u0159edn\u00ed firmy, kter\u00e9 si nemohou dovolit budovat vlastn\u00ed AI t\u00fdmy od nuly. M\u00edsto toho jim umo\u017e\u0148uje investovat do hotov\u00fdch AI \u0159e\u0161en\u00ed, \u0161kolen\u00ed zam\u011bstnanc\u016f a transformace firemn\u00edch proces\u016f. T\u0159i stovky \u017e\u00e1dost\u00ed p\u0159edstavuj\u00ed v\u00fdznamn\u00fd z\u00e1jem \u2013 a z\u00e1rove\u0148 potvrzuj\u00ed, \u017ee firmy si uv\u011bdomuj\u00ed, \u017ee bez AI adaptace riskuj\u00ed ztr\u00e1tu konkurenceschopnosti.<\/p>\n<h2>Co to znamen\u00e1 pro budoucnost IT vzd\u011bl\u00e1v\u00e1n\u00ed<\/h2>\n<p>Cel\u00fd v\u00fdvoj vyvol\u00e1v\u00e1 z\u00e1sadn\u00ed ot\u00e1zky ohledn\u011b vzd\u011bl\u00e1v\u00e1n\u00ed budouc\u00edch IT specialist\u016f. M\u00e1 smysl u\u010dit se programovat, kdy\u017e k\u00f3d p\u00ed\u0161e AI? Odpov\u011b\u010f odborn\u00edk\u016f je jednozna\u010dn\u00e1: ano, ale jinak. Z\u00e1klady informatiky, algoritmick\u00e9ho my\u0161len\u00ed a porozum\u011bn\u00ed princip\u016fm fungov\u00e1n\u00ed softwaru jsou d\u016fle\u017eit\u011bj\u0161\u00ed ne\u017e kdy d\u0159\u00edve. M\u011bn\u00ed se ale forma \u2013 m\u00edsto memorov\u00e1n\u00ed syntaxe konkr\u00e9tn\u00edho jazyka je kl\u00ed\u010dov\u00e9 pochopit, jak software funguje na koncep\u010dn\u00ed \u00farovni.<\/p>\n<p>\u010cesk\u00e9 vysok\u00e9 \u0161koly a odborn\u00e9 vzd\u011bl\u00e1vac\u00ed instituce za\u010d\u00ednaj\u00ed reagovat. Objevuj\u00ed se nov\u00e9 p\u0159edm\u011bty zam\u011b\u0159en\u00e9 na pr\u00e1ci s AI n\u00e1stroji, etiku um\u011bl\u00e9 inteligence a prompt engineering. Sou\u010dasn\u011b roste d\u016fraz na m\u011bkk\u00e9 dovednosti \u2013 komunikaci, t\u00fdmovou spolupr\u00e1ci a schopnost prezentovat technick\u00e1 \u0159e\u0161en\u00ed netechnick\u00e9mu publiku.<\/p>\n<h2>Polarizace jako hlavn\u00ed riziko<\/h2>\n<p>Nejv\u00fdrazn\u011bj\u0161\u00edm rizikem sou\u010dasn\u00e9ho v\u00fdvoje je prohlubuj\u00edc\u00ed se polarizace IT profesion\u00e1l\u016f. Na jedn\u00e9 stran\u011b stoj\u00ed elitn\u00ed vrstva v\u00fdvoj\u00e1\u0159\u016f, kte\u0159\u00ed d\u00edky AI dramaticky zvy\u0161uj\u00ed svou produktivitu a hodnotu na trhu. Na druh\u00e9 stran\u011b roste skupina t\u011bch, kte\u0159\u00ed se spol\u00e9hali na rutinn\u00ed program\u00e1torskou pr\u00e1ci a nyn\u00ed zji\u0161\u0165uj\u00ed, \u017ee jejich kompetence rychle ztr\u00e1cej\u00ed tr\u017en\u00ed relevanci.<\/p>\n<p>Tato situace nen\u00ed nepodobn\u00e1 p\u0159edchoz\u00edm technologick\u00fdm revoluc\u00edm \u2013 od p\u0159\u00edchodu kompil\u00e1tor\u016f p\u0159es objektov\u011b orientovan\u00e9 programov\u00e1n\u00ed a\u017e po cloud computing. Poka\u017ed\u00e9 se uk\u00e1zalo, \u017ee p\u0159e\u017eij\u00ed ti, kdo se p\u0159izp\u016fsob\u00ed a nau\u010d\u00ed nov\u00e9 n\u00e1stroje vyu\u017e\u00edvat, m\u00edsto aby s nimi bojovali. Tentokr\u00e1t je ale tempo zm\u011bn v\u00fdrazn\u011b rychlej\u0161\u00ed.<\/p>\n<p>Firmy, kter\u00e9 cht\u011bj\u00ed v tomto prost\u0159ed\u00ed usp\u011bt, musej\u00ed investovat nejen do technologi\u00ed, ale p\u0159edev\u0161\u00edm do lid\u00ed. Rekvalifikace, pr\u016fb\u011b\u017en\u00e9 vzd\u011bl\u00e1v\u00e1n\u00ed a vytv\u00e1\u0159en\u00ed prost\u0159ed\u00ed, kde se senio\u0159i d\u011bl\u00ed o zku\u0161enosti s juniory, budou kl\u00ed\u010dov\u00fdmi faktory \u00fasp\u011bchu. A pro individu\u00e1ln\u00ed program\u00e1tory plat\u00ed jednoduch\u00e1, by\u0165 n\u00e1ro\u010dn\u00e1 rada: nikdy nep\u0159esta\u0148te budovat z\u00e1klady. AI je mocn\u00fd n\u00e1stroj, ale bez kvalifikovan\u00e9ho \u010dlov\u011bka za volantem je to jen gener\u00e1tor pravd\u011bpodobn\u00e9ho textu.<\/p>\n<p>Sledovat aktu\u00e1ln\u00ed v\u00fdvoj v oblasti AI a jeho dopad na \u010desk\u00e9 IT prost\u0159ed\u00ed m\u016f\u017eete pr\u016fb\u011b\u017en\u011b na <a href=\"https:\/\/1ai.cz\/\">1AI.cz<\/a>, kde najdete p\u0159ehledy n\u00e1stroj\u016f, anal\u00fdzy trend\u016f i praktick\u00e9 n\u00e1vody pro profesion\u00e1ly, kte\u0159\u00ed cht\u011bj\u00ed v \u00e9\u0159e um\u011bl\u00e9 inteligence nejen p\u0159e\u017e\u00edt, ale prosperovat.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>P\u0159edstava, \u017ee um\u011bl\u00e1 inteligence nahrad\u00ed program\u00e1tory, koluje internetem u\u017e n\u011bkolik let. Realita je ale mnohem nuancovan\u011bj\u0161\u00ed \u2013 a pro \u010desk\u00e9 IT profesion\u00e1ly z\u00e1rove\u0148 varovn\u00e1 i povzbudiv\u00e1. Nov\u00e1 zji\u0161t\u011bn\u00ed ukazuj\u00ed, \u017ee AI skute\u010dn\u011b m\u011bn\u00ed pravidla hry, ale ne tak, jak si v\u011bt\u0161ina lid\u00ed mysl\u00ed. M\u00edsto plo\u0161n\u00e9ho nahrazov\u00e1n\u00ed doch\u00e1z\u00ed k z\u00e1sadn\u00edmu p\u0159erozd\u011blen\u00ed rol\u00ed. Kvalifikovan\u00ed v\u00fdvoj\u00e1\u0159i se posouvaj\u00ed<\/p>\n","protected":false},"author":1,"featured_media":8416,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[675],"tags":[677,1401,1400,1402,1399,756,481],"class_list":{"0":"post-8306","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-nastroje","8":"tag-ai-nastroje","9":"tag-automatizace-kodovani","10":"tag-it-vzdelavani","11":"tag-juniori-v-it","12":"tag-programatori","13":"tag-trh-prace","14":"tag-umela-inteligence"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Um\u011bl\u00e1 inteligence rozd\u011bluje IT sv\u011bt: kod\u00e9\u0159i se m\u011bn\u00ed v analytiky &#8211; 1ai.cz<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/1ai.cz\/ainovinky\/umela-inteligence-rozdeluje-it-svet-koderi-se-meni-v-analytiky\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Um\u011bl\u00e1 inteligence rozd\u011bluje IT sv\u011bt: kod\u00e9\u0159i se m\u011bn\u00ed v analytiky\" \/>\n<meta property=\"og:description\" content=\"P\u0159edstava, \u017ee um\u011bl\u00e1 inteligence nahrad\u00ed program\u00e1tory, koluje internetem u\u017e n\u011bkolik let. Realita je ale mnohem nuancovan\u011bj\u0161\u00ed \u2013 a pro \u010desk\u00e9 IT profesion\u00e1ly z\u00e1rove\u0148 varovn\u00e1 i povzbudiv\u00e1. Nov\u00e1 zji\u0161t\u011bn\u00ed ukazuj\u00ed, \u017ee AI skute\u010dn\u011b m\u011bn\u00ed pravidla hry, ale ne tak, jak si v\u011bt\u0161ina lid\u00ed mysl\u00ed. M\u00edsto plo\u0161n\u00e9ho nahrazov\u00e1n\u00ed doch\u00e1z\u00ed k z\u00e1sadn\u00edmu p\u0159erozd\u011blen\u00ed rol\u00ed. 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