{"id":71,"date":"2026-05-21T04:42:36","date_gmt":"2026-05-21T02:42:36","guid":{"rendered":"https:\/\/www.martinpavlicek.cz\/blog\/?p=71"},"modified":"2026-07-19T14:33:35","modified_gmt":"2026-07-19T12:33:35","slug":"jak-ucit-modely","status":"publish","type":"post","link":"https:\/\/www.martinpavlicek.cz\/blog\/jak-ucit-modely\/","title":{"rendered":"Jak u\u010dit modely?"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>Zd\u00e1 se, \u017ee textov\u00e1 data, kter\u00e1 doposud vytvo\u0159ila lidsk\u00e1 civilizace, u\u017e pro tr\u00e9nink nejnov\u011bj\u0161\u00edch AI model\u016f p\u0159est\u00e1vaj\u00ed sta\u010dit. Nar\u00e1\u017e\u00edme na takzvanou datovou ze\u010f. Spole\u010dnost Meta proto hled\u00e1 nov\u00e9 zdroje, jak sv\u00e9 modely posunout od pouh\u00e9ho generov\u00e1n\u00ed textu k re\u00e1ln\u00e9 akci, a p\u0159istupuje k pom\u011brn\u011b radik\u00e1ln\u00edmu kroku. Podle zpr\u00e1vy agentury <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.reuters.com\/sustainability\/boards-policy-regulation\/meta-start-capturing-employee-mouse-movements-keystrokes-ai-training-data-2026-04-21\/\">Reuters<\/a> za\u010dne Meta pro tr\u00e9nink AI zaznamen\u00e1vat aktivitu na obrazovk\u00e1ch, pohyby my\u0161\u00ed a \u00fadery do kl\u00e1vesnice sv\u00fdch zam\u011bstnanc\u016f. C\u00edlem je z\u00edskat zcela nov\u00fd typ obrovsk\u00e9ho mno\u017estv\u00ed behavior\u00e1ln\u00edch dat, ze kter\u00fdch se um\u011bl\u00e1 inteligence nau\u010d\u00ed, jak lid\u00e9 krok za krokem re\u00e1ln\u011b interaguj\u00ed se softwarem a jak vizu\u00e1ln\u011b i mechanicky \u0159e\u0161\u00ed \u00fakoly na po\u010d\u00edta\u010di.<\/p>\n\n\n\n<p>Zdroj<\/p>\n\n\n\n<p><a href=\"https:\/\/www.reuters.com\/sustainability\/boards-policy-regulation\/meta-start-capturing-employee-mouse-movements-keystrokes-ai-training-data-2026-04-21\">https:\/\/www.reuters.com\/sustainability\/boards-policy-regulation\/meta-start-capturing-employee-mouse-movements-keystrokes-ai-training-data-2026-04-21<\/a><\/p>\n\n\n\n<p>Koment\u00e1\u0159<\/p>\n\n\n\n<p>Tohle je fascinuj\u00edc\u00ed, ale pro n\u011bkoho mo\u017en\u00e1 trochu mraziv\u00fd miln\u00edk. Je to prvn\u00ed precedent? \u00dapln\u011b ne \u2013 men\u0161\u00ed startupy zam\u011b\u0159en\u00e9 na agentn\u00ed AI (jako nap\u0159\u00edklad Adept) a tv\u016frci RPA syst\u00e9m\u016f s nahr\u00e1v\u00e1n\u00edm workflow experimentuj\u00ed u\u017e n\u011bjakou dobu. Nicm\u00e9n\u011b to, \u017ee na tento zp\u016fsob sb\u011bru dat p\u0159ech\u00e1z\u00ed v masivn\u00edm m\u011b\u0159\u00edtku gigant kalibru Mety, p\u0159edstavuje absolutn\u00ed zlom na trhu.<\/p>\n\n\n\n<p>Ukazuje to na z\u00e1sadn\u00ed evoluci um\u011bl\u00e9 inteligence: od f\u00e1ze &#8222;v\u011bd\u011bt, co \u0159\u00edct&#8220; (jazykov\u00e9 modely natr\u00e9novan\u00e9 na internetov\u00e9m textu) se p\u0159esouv\u00e1me k f\u00e1zi &#8222;v\u011bd\u011bt, jak to ud\u011blat&#8220; (ak\u010dn\u00ed modely a agenti). Aby za n\u00e1s mohla AI proklik\u00e1vat firemn\u00ed syst\u00e9my nebo tvo\u0159it prezentace, nepot\u0159ebuje \u010d\u00edst Wikipedii \u2013 pot\u0159ebuje vid\u011bt n\u00e1\u0161 re\u00e1ln\u00fd pracovn\u00ed postup. Ot\u00e1zkou pochopiteln\u011b z\u016fst\u00e1v\u00e1 obrovsk\u00fd st\u0159et se soukrom\u00edm. Dnes Meta za\u010d\u00edn\u00e1 u sv\u00fdch zam\u011bstnanc\u016f, ale m\u016f\u017eeme se pt\u00e1t, jak dlouho potrv\u00e1, ne\u017e podobn\u00e9 kontinu\u00e1ln\u00ed sledov\u00e1n\u00ed pohybu my\u0161i a obrazovky odklikneme v podm\u00ednk\u00e1ch pou\u017eit\u00ed na\u0161ich obl\u00edben\u00fdch n\u00e1stroj\u016f v\u00fdm\u011bnou za &#8222;je\u0161t\u011b chyt\u0159ej\u0161\u00edho asistenta&#8220;. Hranice toho, co vn\u00edm\u00e1me jako tr\u00e9novac\u00ed data, se pr\u00e1v\u011b dramaticky posunula.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zd\u00e1 se, \u017ee textov\u00e1 data, kter\u00e1 doposud vytvo\u0159ila lidsk\u00e1 civilizace, u\u017e pro tr\u00e9nink nejnov\u011bj\u0161\u00edch AI model\u016f p\u0159est\u00e1vaj\u00ed sta\u010dit. Nar\u00e1\u017e\u00edme na takzvanou datovou ze\u010f. Spole\u010dnost Meta proto hled\u00e1 nov\u00e9 zdroje, jak sv\u00e9 modely posunout od pouh\u00e9ho generov\u00e1n\u00ed textu k re\u00e1ln\u00e9 akci, a p\u0159istupuje k pom\u011brn\u011b radik\u00e1ln\u00edmu kroku. Podle zpr\u00e1vy agentury Reuters za\u010dne Meta pro tr\u00e9nink AI [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[43,42,10],"class_list":["post-71","post","type-post","status-publish","format-standard","hentry","category-nezarazene","tag-data","tag-meta","tag-usa"],"_links":{"self":[{"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/posts\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":4,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/posts\/71\/revisions"}],"predecessor-version":[{"id":207,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/posts\/71\/revisions\/207"}],"wp:attachment":[{"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/media?parent=71"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/categories?post=71"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.martinpavlicek.cz\/blog\/wp-json\/wp\/v2\/tags?post=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}