{"id":8085,"date":"2026-02-04T12:51:03","date_gmt":"2026-02-04T11:51:03","guid":{"rendered":"https:\/\/www.data-talk.eu\/what-do-we-understand-under-the-term-ai\/"},"modified":"2026-02-11T09:41:52","modified_gmt":"2026-02-11T08:41:52","slug":"what-do-we-understand-under-the-term-ai","status":"publish","type":"post","link":"https:\/\/www.data-talk.eu\/cs\/what-do-we-understand-under-the-term-ai\/","title":{"rendered":"Jak funguje AI v pr\u016fmyslov\u00e9 automatizaci?"},"content":{"rendered":"\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"betterdocs-reading-time-byx8tlb\"><div class=\"reading-time betterdocs\">\n\t<p>\n\t\t<svg width=\"14\" viewBox=\"0 0 14 15\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t<mask id=\"mask0_6195_23752\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\">\n\t\t\t<rect y=\"0.5\" width=\"14\" height=\"14\" fill=\"#D9D9D9\"\/>\n\t\t\t<\/mask>\n\t\t\t<g mask=\"url(#mask0_6195_23752)\">\n\t\t\t<path d=\"M8.92508 10.241L9.74175 9.42435L7.58341 7.26602V4.58268H6.41675V7.73268L8.92508 10.241ZM7.00008 13.3327C6.19314 13.3327 5.4348 13.1796 4.72508 12.8733C4.01536 12.5671 3.398 12.1514 2.873 11.6264C2.348 11.1014 1.93237 10.4841 1.62612 9.77435C1.31987 9.06463 1.16675 8.30629 1.16675 7.49935C1.16675 6.6924 1.31987 5.93407 1.62612 5.22435C1.93237 4.51463 2.348 3.89727 2.873 3.37227C3.398 2.84727 4.01536 2.43164 4.72508 2.12539C5.4348 1.81914 6.19314 1.66602 7.00008 1.66602C7.80703 1.66602 8.56536 1.81914 9.27508 2.12539C9.9848 2.43164 10.6022 2.84727 11.1272 3.37227C11.6522 3.89727 12.0678 4.51463 12.374 5.22435C12.6803 5.93407 12.8334 6.6924 12.8334 7.49935C12.8334 8.30629 12.6803 9.06463 12.374 9.77435C12.0678 10.4841 11.6522 11.1014 11.1272 11.6264C10.6022 12.1514 9.9848 12.5671 9.27508 12.8733C8.56536 13.1796 7.80703 13.3327 7.00008 13.3327ZM7.00008 12.166C8.29314 12.166 9.39418 11.7115 10.3032 10.8025C11.2122 9.89345 11.6667 8.7924 11.6667 7.49935C11.6667 6.20629 11.2122 5.10525 10.3032 4.19622C9.39418 3.2872 8.29314 2.83268 7.00008 2.83268C5.70703 2.83268 4.60598 3.2872 3.69696 4.19622C2.78793 5.10525 2.33341 6.20629 2.33341 7.49935C2.33341 8.7924 2.78793 9.89345 3.69696 10.8025C4.60598 11.7115 5.70703 12.166 7.00008 12.166Z\" fill=\"#667085\"\/>\n\t\t\t<\/g>\n\t\t<\/svg>\n\t\t2 minuty \u010dten\u00ed\t<\/p>\n<\/div>\n<\/div>\n\n\t\t\t\t<div class=\"wp-block-uagb-table-of-contents uagb-toc__align-left uagb-toc__columns-1 uagb-toc__collapse uagb-block-20188031      \"\n\t\t\t\t\tdata-scroll= \"1\"\n\t\t\t\t\tdata-offset= \"30\"\n\t\t\t\t\tstyle=\"\"\n\t\t\t\t>\n\t\t\t\t<div class=\"uagb-toc__wrap\">\n\t\t\t\t\t\t<div class=\"uagb-toc__title\">\n\t\t\t\t\t\t\t<strong>Obsah<\/strong>\t\t\t\t\t\t\t\t\t\t\t\t\t<svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox= \"0 0 448 512\"><path d=\"M384 32C419.3 32 448 60.65 448 96V416C448 451.3 419.3 480 384 480H64C28.65 480 0 451.3 0 416V96C0 60.65 28.65 32 64 32H384zM224 368C237.3 368 248 357.3 248 344V280H312C325.3 280 336 269.3 336 256C336 242.7 325.3 232 312 232H248V168C248 154.7 237.3 144 224 144C210.7 144 200 154.7 200 168V232H136C122.7 232 112 242.7 112 256C112 269.3 122.7 280 136 280H200V344C200 357.3 210.7 368 224 368z\"><\/path><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uagb-toc__list-wrap \">\n\t\t\t\t\t\t<ol class=\"uagb-toc__list\"><li class=\"uagb-toc__list\"><a href=\"#strojov\u00e9-u\u010den\u00ed-u\u010den\u00ed-se-ze-zku\u0161enost\u00ed\" class=\"uagb-toc-link__trigger\">Strojov\u00e9 u\u010den\u00ed \u2014 u\u010den\u00ed se ze zku\u0161enost\u00ed<\/a><li class=\"uagb-toc__list\"><a href=\"#strojov\u00e9-vid\u011bn\u00ed-o\u010di-automatizace\" class=\"uagb-toc-link__trigger\">Strojov\u00e9 vid\u011bn\u00ed \u2014 o\u010di automatizace<\/a><li class=\"uagb-toc__list\"><a href=\"#velk\u00e9-jazykov\u00e9-modely-llm-porozum\u011bn\u00ed-a-komunikace\" class=\"uagb-toc-link__trigger\">Velk\u00e9 jazykov\u00e9 modely (LLM) \u2014 porozum\u011bn\u00ed a komunikace<\/a><li class=\"uagb-toc__list\"><a href=\"#spojen\u00ed-ai-technologi\u00ed-v-pr\u016fmyslu\" class=\"uagb-toc-link__trigger\">Spojen\u00ed AI technologi\u00ed v pr\u016fmyslu<\/a><\/ol>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\n\n\n<p>Um\u011bl\u00e1 inteligence (AI) je \u0161irok\u00fd pojem ozna\u010duj\u00edc\u00ed syst\u00e9my, kter\u00e9 dok\u00e1\u017eou vykon\u00e1vat \u00falohy b\u011b\u017en\u011b vy\u017eaduj\u00edc\u00ed lidskou inteligenci. V pr\u016fmyslov\u00e9 automatizaci pom\u00e1h\u00e1 AI syst\u00e9m\u016fm \u010dinit chyt\u0159ej\u0161\u00ed rozhodnut\u00ed, p\u0159izp\u016fsobovat se m\u011bn\u00edc\u00edm se podm\u00ednk\u00e1m a pracovat efektivn\u011bji. Pro lep\u0161\u00ed pochopen\u00ed AI je u\u017eite\u010dn\u00e9 ji rozd\u011blit do t\u0159\u00ed \u010dasto pou\u017e\u00edvan\u00fdch kategori\u00ed: <strong>strojov\u00e9 u\u010den\u00ed<\/strong>, <strong>strojov\u00e9 vid\u011bn\u00ed<\/strong> a <strong>velk\u00e9 jazykov\u00e9 modely <\/strong>(LLM).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Strojov\u00e9 u\u010den\u00ed \u2014 u\u010den\u00ed se ze zku\u0161enost\u00ed<\/h3>\n\n\n\n<p>Strojov\u00e9 u\u010den\u00ed (Machine Learning, ML) je oblast AI, kter\u00e1 umo\u017e\u0148uje po\u010d\u00edta\u010d\u016fm u\u010dit se z dat. M\u00edsto toho, aby byl syst\u00e9m explicitn\u011b naprogramov\u00e1n pro ka\u017ed\u00e9 pravidlo, s\u00e1m objevuje vzorce a souvislosti.<\/p>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\"><strong>Analogie:<\/strong> Strojov\u00e9 u\u010den\u00ed funguje podobn\u011b jako lidsk\u00e9 u\u010den\u00ed \u2014 \u010d\u00edm v\u00edce p\u0159\u00edklad\u016f vid\u00edme, t\u00edm l\u00e9pe dok\u00e1\u017eeme porozum\u011bt a p\u0159edpov\u00eddat.<\/mark><\/p>\n\n\n\n<p><strong>B\u011b\u017en\u00e9 pr\u016fmyslov\u00e9 vyu\u017eit\u00ed:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>prediktivn\u00ed \u00fadr\u017eba (odhalen\u00ed poruch d\u0159\u00edve, ne\u017e nastanou),<\/li>\n\n\n\n<li>detekce anom\u00e1li\u00ed v datech ze senzor\u016f,<\/li>\n\n\n\n<li>optimalizace spot\u0159eby energie nebo v\u00fdrobn\u00edch parametr\u016f,<\/li>\n\n\n\n<li>predikce kvality na z\u00e1klad\u011b historick\u00fdch procesn\u00edch dat.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Strojov\u00e9 vid\u011bn\u00ed \u2014 o\u010di automatizace<\/h3>\n\n\n\n<p>Strojov\u00e9 vid\u011bn\u00ed umo\u017e\u0148uje po\u010d\u00edta\u010d\u016fm \u201evid\u011bt\u201c. Pomoc\u00ed kamer a algoritm\u016f dok\u00e1\u017ee identifikovat objekty, kontrolovat kvalitu nebo nav\u00e1d\u011bt roboty.<\/p>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\"><strong>Analogie:<\/strong> Strojov\u00e9 vid\u011bn\u00ed je jako lidsk\u00fd zrak \u2014 pozoruje, rozpozn\u00e1v\u00e1 a vyhodnocuje vizu\u00e1ln\u00ed informace.<\/mark><\/p>\n\n\n\n<p><strong>B\u011b\u017en\u00e9 pr\u016fmyslov\u00e9 vyu\u017eit\u00ed:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>vizu\u00e1ln\u00ed kontrola kvality (\u0161kr\u00e1bance, vady, \u00faplnost v\u00fdrobku),<\/li>\n\n\n\n<li>nav\u00e1d\u011bn\u00ed robot\u016f (uchopen\u00ed, um\u00edst\u011bn\u00ed, zarovn\u00e1n\u00ed),<\/li>\n\n\n\n<li>bezpe\u010dnostn\u00ed dohled (detekce vniknut\u00ed nebo nebezpe\u010dn\u00fdch stav\u016f).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Velk\u00e9 jazykov\u00e9 modely (LLM) \u2014 porozum\u011bn\u00ed a komunikace<\/h3>\n\n\n\n<p>Velk\u00e9 jazykov\u00e9 modely jsou syst\u00e9my AI tr\u00e9novan\u00e9 na obrovsk\u00e9m mno\u017estv\u00ed textov\u00fdch dat. Dok\u00e1\u017eou porozum\u011bt dotaz\u016fm, generovat vysv\u011btlen\u00ed, shrnovat informace nebo komunikovat v p\u0159irozen\u00e9m jazyce.<\/p>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\"><strong>Analogie:<\/strong> LLM funguj\u00ed jako komunika\u010dn\u00ed a analytick\u00e1 \u010d\u00e1st mozku \u2014 ch\u00e1pou kontext, odpov\u00eddaj\u00ed na ot\u00e1zky a navrhuj\u00ed \u0159e\u0161en\u00ed.<\/mark><\/p>\n\n\n\n<p><strong>B\u011b\u017en\u00e9 pr\u016fmyslov\u00e9 vyu\u017eit\u00ed:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>asistenti oper\u00e1tor\u016f (\u201eAI kopiloti\u201c) pro \u0159e\u0161en\u00ed poruch,<\/li>\n\n\n\n<li>automatizovan\u00e9 reporty a dokumentace,<\/li>\n\n\n\n<li>inteligentn\u00ed vyhled\u00e1v\u00e1n\u00ed v manu\u00e1lech a postupech,<\/li>\n\n\n\n<li>chatov\u00e9 rozhran\u00ed pro SCADA, MES nebo syst\u00e9my \u00fadr\u017eby.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Spojen\u00ed AI technologi\u00ed v pr\u016fmyslu<\/h3>\n\n\n\n<p>Modern\u00ed v\u00fdrobn\u00ed provozy \u010dasto kombinuj\u00ed v\u00edce AI technologi\u00ed:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>strojov\u00e9 vid\u011bn\u00ed kontroluje kvalitu v\u00fdrobk\u016f,<\/li>\n\n\n\n<li>strojov\u00e9 u\u010den\u00ed p\u0159edpov\u00edd\u00e1 poruchy za\u0159\u00edzen\u00ed,<\/li>\n\n\n\n<li>LLM pom\u00e1haj\u00ed technik\u016fm rychle naj\u00edt \u0159e\u0161en\u00ed nebo vytv\u00e1\u0159et reporty.<\/li>\n<\/ul>\n\n\n\n<p>Dohromady tyto technologie vytv\u00e1\u0159ej\u00ed spolehliv\u011bj\u0161\u00ed, efektivn\u011bj\u0161\u00ed a flexibiln\u011bj\u0161\u00ed v\u00fdrobn\u00ed syst\u00e9my.<\/p>\n\n\n\n<p>V\u00edce o <a href=\"https:\/\/www.data-talk.eu\/cs\/ai\/\">AI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Um\u011bl\u00e1 inteligence (AI) je \u0161irok\u00fd pojem ozna\u010duj\u00edc\u00ed syst\u00e9my, kter\u00e9 dok\u00e1\u017eou vykon\u00e1vat \u00falohy b\u011b\u017en\u011b vy\u017eaduj\u00edc\u00ed lidskou inteligenci. V pr\u016fmyslov\u00e9 automatizaci pom\u00e1h\u00e1 AI syst\u00e9m\u016fm \u010dinit chyt\u0159ej\u0161\u00ed rozhodnut\u00ed, p\u0159izp\u016fsobovat se m\u011bn\u00edc\u00edm se podm\u00ednk\u00e1m a pracovat efektivn\u011bji.<\/p>\n","protected":false},"author":2,"featured_media":7879,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","_swt_meta_header_display":false,"_swt_meta_footer_display":false,"_swt_meta_site_title_display":false,"_swt_meta_sticky_header":false,"_swt_meta_transparent_header":false,"footnotes":""},"categories":[116,75],"tags":[],"class_list":["post-8085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-cs","category-novinky"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Jak funguje AI v pr\u016fmyslov\u00e9 automatizaci? - data-talk.eu<\/title>\n<meta name=\"description\" content=\"In industrial automation, AI helps systems make smarter decisions, adapt to changing conditions, and work more efficiently.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.data-talk.eu\/cs\/what-do-we-understand-under-the-term-ai\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak funguje AI v pr\u016fmyslov\u00e9 automatizaci? 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