{"id":3887,"date":"2025-12-10T07:22:17","date_gmt":"2025-12-10T07:22:17","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=3887"},"modified":"2026-04-22T16:19:38","modified_gmt":"2026-04-22T16:19:38","slug":"cloud-ki-jako-spickovy-ucitel-proc-je-budoucnost-prace-s-mistnimi-ki","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/cs\/2025\/12\/cloud-ki-jako-spickovy-ucitel-proc-je-budoucnost-prace-s-mistnimi-ki\/","title":{"rendered":"Cloudov\u00e1 um\u011bl\u00e1 inteligence jako \u0159editel: pro\u010d je budoucnost pr\u00e1ce v lok\u00e1ln\u00ed um\u011bl\u00e9 inteligenci"},"content":{"rendered":"<p>Kdy\u017e p\u0159ed n\u011bkolika lety zah\u00e1jily velk\u00e9 jazykov\u00e9 modely sv\u016fj triumf\u00e1ln\u00ed pochod, vypadalo to t\u00e9m\u011b\u0159 jako n\u00e1vrat ke star\u00fdm ctnostem technologie: n\u00e1stroj, kter\u00fd d\u011bl\u00e1 to, co se mu \u0159ekne. N\u00e1stroj, kter\u00fd slou\u017e\u00ed u\u017eivateli, nikoli naopak. Prvn\u00ed verze - od GPT-3 po GPT-4 - m\u011bly slabiny, to ano, ale byly \u00fa\u017easn\u011b u\u017eite\u010dn\u00e9. Vysv\u011btlovaly, analyzovaly, formulovaly a \u0159e\u0161ily \u00falohy. A to p\u0159ev\u00e1\u017en\u011b bez pedagogick\u00e9ho balastu.<\/p>\n<p>S t\u011bmito modely jste mluvili, jako byste mluvili s erudovan\u00fdm zam\u011bstnancem, kter\u00fd se sice ob\u010das spletl ve slovech, ale v podstat\u011b prost\u011b pracoval. Ka\u017ed\u00fd, kdo tehdy psal tv\u016fr\u010d\u00ed texty, generoval programov\u00fd k\u00f3d nebo vytv\u00e1\u0159el del\u0161\u00ed anal\u00fdzy, za\u017eil, jak hladce to funguje. Byl tu pocit svobody, otev\u0159en\u00e9ho tv\u016fr\u010d\u00edho prostoru, technologie, kter\u00e1 lidi podporovala, m\u00edsto aby je opravovala.<!--more--><\/p>\n<p>V t\u00e9 dob\u011b bylo je\u0161t\u011b mo\u017en\u00e9 p\u0159edv\u00eddat, \u017ee tyto n\u00e1stroje budou ur\u010dovat podobu p\u0159\u00ed\u0161t\u00edch desetilet\u00ed - nikoliv prost\u0159ednictv\u00edm paternalismu, ale odbornosti. Jak u\u017e to v\u0161ak v d\u011bjin\u00e1ch techniky b\u00fdv\u00e1, ani tato f\u00e1ze se neobe\u0161la bez zm\u011bn.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-446 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-446 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Aktu\u00e1ln\u00ed \u010dl\u00e1nky o um\u011bl\u00e9 inteligenci<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-446\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wenn der mac zuh\u00f6rt: was apples integrierte ki mit gemini und siri k\u00fcnftig f\u00fcr nutzer bedeutet\" data-id=\"4813\"  data-category=\"apple iphone &amp; ipad apple macos ki-systeme\" data-post_tag=\"apple datenlogik datenschutz k\u00fcnstliche intelligenz llm mac prozesse sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/pokud-mac-nasloucha-tomu-co-bude-pro-uzivatele-v-budoucnu-znamenat-integrovana-ki-od-applu-s-gemini-a-siri\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Kdy\u017e Mac naslouch\u00e1: Co bude integrovan\u00e1 um\u011bl\u00e1 inteligence Apple s Gemini a Siri znamenat pro u\u017eivatele v budoucnu?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Apple, Siri a Gemini\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/pokud-mac-nasloucha-tomu-co-bude-pro-uzivatele-v-budoucnu-znamenat-integrovana-ki-od-applu-s-gemini-a-siri\/\" rel=\"bookmark\">Kdy\u017e Mac naslouch\u00e1: Co bude integrovan\u00e1 um\u011bl\u00e1 inteligence Apple s Gemini a Siri znamenat pro u\u017eivatele v budoucnu?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ki als sparringspartner nutzen: wie denken im dialog produktiver wird\" data-id=\"4121\"  data-category=\"b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenlogik denkmodelle k\u00fcnstliche intelligenz lernen llm ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/12\/pouziti-ki-jako-sparingpartnera-jak-se-mysleni-v-dialogu-stava-produktivnejsim\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Pou\u017eit\u00ed um\u011bl\u00e9 inteligence jako sparingpartnera: Jak se my\u0161len\u00ed v dialogu st\u00e1v\u00e1 produktivn\u011bj\u0161\u00edm<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"AI jako partner pro \u00faspory\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/12\/pouziti-ki-jako-sparingpartnera-jak-se-mysleni-v-dialogu-stava-produktivnejsim\/\" rel=\"bookmark\">Pou\u017eit\u00ed um\u011bl\u00e9 inteligence jako sparingpartnera: Jak se my\u0161len\u00ed v dialogu st\u00e1v\u00e1 produktivn\u011bj\u0161\u00edm<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"als ich mit einem roboter telefonierte &#8211; wie ki das telefon erobert und wie man sie erkennt\" data-id=\"5130\"  data-category=\"allgemein gesellschaft ki-systeme stories &amp; humor\" data-post_tag=\"datenschutz erfahrungen k\u00fcnstliche intelligenz prozesse\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/03\/kdyz-jsem-telefonoval-s-robotem-jak-ki-ovlada-telefon-a-jak-ho-rozpoznat\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Kdy\u017e jsem telefonoval s robotem - jak um\u011bl\u00e1 inteligence dob\u00fdv\u00e1 telefon a jak ji rozpoznat<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Telefonn\u00ed rozhovor s robotem s um\u011blou inteligenc\u00ed\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2026\/03\/kdyz-jsem-telefonoval-s-robotem-jak-ki-ovlada-telefon-a-jak-ho-rozpoznat\/\" rel=\"bookmark\">Kdy\u017e jsem telefonoval s robotem - jak um\u011bl\u00e1 inteligence dob\u00fdv\u00e1 telefon a jak ji rozpoznat<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"filemaker-konferenz 2025: ki, community und ein unerwarteter vorfall\" data-id=\"2898\"  data-category=\"allgemein filemaker &amp; erp ki-systeme stories &amp; humor\" data-post_tag=\"datenbanken erp-software filemaker gfm-business k\u00fcnstliche intelligenz\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/filemaker-konference-2025-ki-komunita-a-necekana-udalost\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Konference FileMaker 2025: Um\u011bl\u00e1 inteligence, komunita a ne\u010dekan\u00e1 ud\u00e1lost<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"512\" class=\"attachment-full size-full\" alt=\"FileMaker Konference 2025: Po\u017e\u00e1rn\u00ed poplach s hasi\u010di\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-300x150.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-768x384.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-18x9.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/filemaker-konference-2025-ki-komunita-a-necekana-udalost\/\" rel=\"bookmark\">Konference FileMaker 2025: Um\u011bl\u00e1 inteligence, komunita a ne\u010dekan\u00e1 ud\u00e1lost<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>Nejnov\u011bj\u0161\u00ed zpr\u00e1vy o cloudov\u00e9 um\u011bl\u00e9 inteligenci a omezen\u00edch<\/h2>\n<p><strong>10.02.2026<\/strong>: Nov\u00fd \u010dl\u00e1nek o Reitschusterovi <a href=\"https:\/\/reitschuster.de\/post\/wie-mich-chatgpt-5-2-zur-weissglut-bringt\/\" target=\"_blank\" rel=\"noopener\"><em><strong>\u201eJak m\u011b ChatGPT 5.2 p\u0159iv\u00e1d\u00ed do b\u00edl\u00e9ho tepla\u201c<\/strong><\/em><\/a> p\u016fsobiv\u011b popisuje, jak se AI pro mnoho u\u017eivatel\u016f zm\u011bnila po p\u0159echodu na verzi 5.2. Zat\u00edmco p\u0159edchoz\u00ed verze slou\u017eily jako flexibiln\u00ed ka\u017edodenn\u00ed pomocn\u00edci, z\u00e1bavn\u00ed konverza\u010dn\u00ed partne\u0159i a pragmatick\u00e9 n\u00e1stroje, nov\u00e1 verze se podle autora jev\u00ed jako st\u00e1le v\u00edce moralizuj\u00edc\u00ed a opatrovnick\u00e1. Nam\u00edsto otev\u0159en\u00fdch a ironick\u00fdch odpov\u011bd\u00ed na ot\u00e1zky nyn\u00ed syst\u00e9m poskytuje pou\u010dn\u00e9, p\u0159edem strukturovan\u00e9 odpov\u011bdi, kter\u00e9 maj\u00ed u\u017eivatele nasm\u011brovat ke konformn\u00edm vzorc\u016fm my\u0161len\u00ed. To vede k tomu, \u017ee lid\u00e9 p\u0159izp\u016fsobuj\u00ed sv\u00e9 vlastn\u00ed formulace a my\u0161lenky, aby um\u011bl\u00e9 inteligenci \u201e\u0161lapali na paty\u201c. Pro autora to znamen\u00e1 ztr\u00e1tu lehkosti a spont\u00e1nnosti - a dojem, \u017ee se z praktick\u00e9ho n\u00e1stroje stal vnit\u0159n\u00ed cenzor. To v n\u011bm vyvol\u00e1v\u00e1 frustraci a nut\u00ed ho up\u0159ednost\u0148ovat star\u0161\u00ed verze.<\/p>\n<hr \/>\n<h2>Od otev\u0159enosti k opatrn\u00e9 zdr\u017eenlivosti<\/h2>\n<p>\u010c\u00edm v\u00edce modely dosp\u00edvaly, t\u00edm v\u00edce se m\u011bnil t\u00f3n. To, co zpo\u010d\u00e1tku vypadalo jako ob\u010dasn\u00e9 ochrann\u00e9 varov\u00e1n\u00ed, se postupn\u011b stalo celou vrstvou ochrany, pou\u010den\u00ed a mor\u00e1ln\u00ed autocenzury. P\u0159\u00e1telsk\u00fd, objektivn\u00ed model se za\u010dal st\u00e1le v\u00edce chovat jako moder\u00e1tor - nebo je\u0161t\u011b h\u016f\u0159e: jako hl\u00eddac\u00ed pes.<\/p>\n<p>Odpov\u011bdi byly del\u0161\u00ed, ale ne podstatn\u011bj\u0161\u00ed. T\u00f3n se zjemnil, ale stal se pou\u010dn\u011bj\u0161\u00edm. Modely u\u017e necht\u011bly jen pom\u00e1hat, ale tak\u00e9 \u201evychov\u00e1vat\u201c, \u201ezodpov\u011bdn\u011b v\u00e9st\u201c a \u201echr\u00e1nit p\u0159ed chybn\u00fdmi z\u00e1v\u011bry\u201c. A najednou byl tento pedagogick\u00fd r\u00e1mec v\u0161ude.<\/p>\n<p>Pro mnoho u\u017eivatel\u016f to znamenalo rozchod s p\u016fvodn\u00edm p\u0159\u00edslibem t\u00e9to technologie. Cht\u011bli n\u00e1stroj - a m\u00edsto toho se jim dostalo jak\u00e9hosi digit\u00e1ln\u00edho u\u010ditele, kter\u00fd komentuje ka\u017edou v\u011btu je\u0161t\u011b p\u0159edt\u00edm, ne\u017e v\u016fbec pochopili, o \u010dem je \u0159e\u010d.<\/p>\n<h3>Efekt star\u0161\u00edho u\u010ditele: ochrana m\u00edsto pomoci<\/h3>\n<p>Takzvan\u00fd \u201eefekt hlavn\u00edho u\u010ditele\u201c popisuje v\u00fdvoj, kter\u00fd je patrn\u00fd zejm\u00e9na od GPT-5. Modely reaguj\u00ed st\u00e1le citliv\u011bji na ka\u017ed\u00e9 slovo, kter\u00e9 by teoreticky - daleko na obzoru - mohlo b\u00fdt interpretov\u00e1no jak\u00fdmkoli kontroverzn\u00edm sm\u011brem. Efekt se projevuje v n\u011bkolika podob\u00e1ch:<\/p>\n<ul>\n<li><strong>P\u0159\u00edli\u0161n\u00e1 opatrnost<\/strong>I ne\u0161kodn\u00e9 ot\u00e1zky jsou relativizov\u00e1ny dlouh\u00fdmi p\u0159edmluvami.<\/li>\n<li><strong>Pokyny<\/strong>M\u00edsto odpov\u011bdi dostanete mor\u00e1ln\u00ed kategorizaci.<\/li>\n<li><strong>Brzdn\u00e9 \u00fa\u010dinky<\/strong>UI se sna\u017e\u00ed chr\u00e1nit u\u017eivatele p\u0159ed hypotetick\u00fdmi chybn\u00fdmi interpretacemi.<\/li>\n<li><strong>Autocenzura<\/strong>Mnoh\u00e1 t\u00e9mata jsou zm\u011bk\u010dena nebo slo\u017eit\u011b zabalena.<\/li>\n<\/ul>\n<p>Probl\u00e9m nen\u00ed v samotn\u00e9 my\u0161lence opatrnosti. Jde o jej\u00ed intenzitu. Je to v\u0161udyp\u0159\u00edtomnost. A je to skute\u010dnost, \u017ee za ni plat\u00edte - a p\u0159esto jste omezov\u00e1ni. Modely mutuj\u00ed od asistent\u016f ke str\u00e1\u017ec\u016fm. A p\u0159esn\u011b to c\u00edt\u00ed ka\u017ed\u00fd, kdo pracoval s verzemi 4.0, 5.0 a 5.1 v p\u0159\u00edm\u00e9m srovn\u00e1n\u00ed.<\/p>\n<h3>Jak GPT-5.0 a GPT-5.1 zm\u011bnily t\u00f3n k lep\u0161\u00edmu<\/h3>\n<p>V\u00fdvoj sm\u011brem k v\u011bt\u0161\u00edmu po\u010dtu instrukc\u00ed byl patrn\u00fd ji\u017e v r\u00e1mci GPT-4.1. S p\u0159echodem na p\u00e1tou generaci v\u0161ak do\u0161lo k v\u00fdrazn\u00e9mu skoku. GPT-5.0 pos\u00edlilo v\u00fdukov\u00fd panc\u00ed\u0159, ale GPT-5.1 jej posouv\u00e1 na novou a pro mnoh\u00e9 p\u0159ekvapiv\u011b p\u0159\u00edsnou \u00farove\u0148. Zde je popis toho, co se d\u011bje v r\u00e1mci GPT-5.1:<\/p>\n<ul>\n<li>Odpov\u011bdi se st\u00e1vaj\u00ed emocion\u00e1ln\u011b neutr\u00e1ln\u011bj\u0161\u00edmi, ale paradoxn\u011b v\u00edce moralizuj\u00edc\u00edmi.<\/li>\n<li>Um\u011bl\u00e1 inteligence se sna\u017e\u00ed p\u0159edv\u00eddat situace, kter\u00e9 nebyly zam\u00fd\u0161leny.<\/li>\n<li>P\u0159\u00edpadn\u00e9 kontroverze jsou p\u0159edem za\u017eehn\u00e1ny, n\u011bkdy dokonce \u201evyjasn\u011bny\u201c je\u0161t\u011b p\u0159edt\u00edm, ne\u017e se u\u017eivatel dostane k v\u011bci.<\/li>\n<li>Dokonce i odborn\u00e1 technick\u00e1 t\u00e9mata jsou ob\u010das formulov\u00e1na neobratn\u011b.<\/li>\n<\/ul>\n<p>Dalo by se \u0159\u00edci, \u017ee se modely nau\u010dily ovl\u00e1dat samy sebe - ale nyn\u00ed ovl\u00e1daj\u00ed i u\u017eivatele. Je to tich\u00fd, ale hlubok\u00fd posun. A ka\u017ed\u00fd, kdo pracuje produktivn\u011b, to poc\u00edt\u00ed u\u017e po n\u011bkolika minut\u00e1ch.<\/p>\n<h3>GPT-4.0 jako p\u0159\u00edzrak: model, kter\u00fd st\u00e1le existuje - ale prakticky u\u017e neexistuje<\/h3>\n<p>Ofici\u00e1ln\u011b se dlouho tvrdilo, \u017ee GPT 4.0 pob\u011b\u017e\u00ed je\u0161t\u011b n\u011bkolik m\u011bs\u00edc\u016f. Ve skute\u010dnosti je v\u0161ak model nyn\u00ed sotva pou\u017eiteln\u00fd. Typick\u00fd post\u0159eh mnoha u\u017eivatel\u016f:<\/p>\n<ul>\n<li>Odpov\u011bdi jsou zkr\u00e1ceny na n\u011bkolik v\u011bt.<\/li>\n<li>Del\u0161\u00ed texty se ru\u0161\u00ed d\u0159\u00edve.<\/li>\n<li>Model \u201ezapomene\u201c kontext nebo se po odstavci zru\u0161\u00ed.<\/li>\n<li>Komplexn\u00ed \u00fakoly jsou odm\u00edt\u00e1ny nebo \u0159e\u0161eny jen povrchn\u011b.<\/li>\n<\/ul>\n<p>Vznik\u00e1 dojem, \u017ee GPT-4.0 byl systematicky \u201eredukov\u00e1n\u201c. Zda se tak stalo z\u00e1m\u011brn\u011b, nebo z technick\u00fdch d\u016fvod\u016f, lze jen spekulovat. V\u00fdsledek je v\u0161ak jasn\u00fd: lid\u00e9 jsou tla\u010deni do model\u016f 5, proto\u017ee verze 4.0 se stala prakticky nepou\u017eitelnou.<\/p>\n<p>To znamen\u00e1, \u017ee mnoho u\u017eivatel\u016f p\u0159i\u0161lo o jedinou verzi, kter\u00e1 je\u0161t\u011b zachov\u00e1vala rovnov\u00e1hu mezi otev\u0159enost\u00ed a opatrnost\u00ed. Star\u00fd zp\u016fsob pr\u00e1ce - kreativn\u00ed, flexibiln\u00ed, bez p\u0159ehnan\u00fdch pokyn\u016f - je tak de facto vypnut\u00fd.<\/p>\n<h3>Kumulativn\u00ed efekt: n\u00e1stroj, kter\u00fd je st\u00e1le m\u00e9n\u011b a m\u00e9n\u011b n\u00e1strojem<\/h3>\n<p>Pokud shrneme posledn\u00ed dva roky, zjist\u00edme pozoruhodn\u00fd trend:<\/p>\n<ul>\n<li>Modely se zv\u011bt\u0161uj\u00ed.<\/li>\n<li>Modely jsou st\u00e1le rychlej\u0161\u00ed.<\/li>\n<li>Modely jsou st\u00e1le v\u00fdkonn\u011bj\u0161\u00ed.<\/li>\n<\/ul>\n<p>Ale z\u00e1rove\u0148:<\/p>\n<ul>\n<li>Jsou opatrn\u011bj\u0161\u00ed.<\/li>\n<li>St\u00e1vaj\u00ed se v\u00edce pedagogick\u00fdmi.<\/li>\n<li>St\u00e1vaj\u00ed se v\u00edce z\u00e1visl\u00fdmi na pokynech.<\/li>\n<\/ul>\n<p>A u\u017eivateli ponech\u00e1vaj\u00ed men\u0161\u00ed man\u00e9vrovac\u00ed prostor. Nejedn\u00e1 se o technick\u00fd v\u00fdvoj, ale o v\u00fdvoj kulturn\u00ed. A hod\u00ed se do doby, kdy firmy, politici a m\u00e9dia cht\u011bj\u00ed ka\u017edou novou technologii okam\u017eit\u011b p\u0159ijmout, je\u0161t\u011b ne\u017e si ji u\u017eivatel m\u016f\u017ee v klidu vyzkou\u0161et.<\/p>\n<p>Zde v\u0161ak doch\u00e1z\u00ed ke zlomu. Proto\u017ee povaha technologie - a je\u0161t\u011b v\u00edce povaha kreativity - vy\u017eaduje svobodu, nikoliv vzd\u011bl\u00e1n\u00ed. St\u00e1le v\u00edce u\u017eivatel\u016f to intuitivn\u011b c\u00edt\u00ed. A hledaj\u00ed alternativy. Tato alternativa p\u0159ich\u00e1z\u00ed ze sm\u011bru, kter\u00fd by mnoz\u00ed ne\u010dekali:<\/p>\n<p>M\u00edstn\u00ed UI, p\u0159\u00edmo na va\u0161em po\u010d\u00edta\u010di, bez filtr\u016f, bez hlavn\u00edho u\u010ditele. Kyvadlo se vrac\u00ed zp\u011bt.<\/p>\n<hr \/>\n<h3>Aktu\u00e1ln\u00ed pr\u016fzkum m\u00edstn\u00ed um\u011bl\u00e9 inteligence<\/h3>\n<div class='bootstrap-yop yop-poll-mc'>\n\t\t\t\t\t\t\t<div class=\"basic-yop-poll-container\" style=\"background-color:#ffffff; border:0px; border-style:solid; border-color:#000000; border-radius:5px; padding:0px 5px;\" data-id=\"9\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"e58a850555f70ceffc2f81db0e32da5a\" data-pid=\"2898\" data-resdet=\"votes-number,percentages\" data-show-results-to=\"guest\" data-show-results-moment=\"after-vote\" data-show-results-only=\"false\" data-show-message=\"true\" data-show-results-as=\"bar\" data-sort-results-by=\"as-defined\" data-sort-results-rule=\"asc\"data-is-ended=\"0\" data-percentages-decimals=\"2\" data-gdpr=\"no\" data-gdpr-sol=\"consent\" data-css=\".basic-yop-poll-container[data-uid] .basic-vote {\t\t\t\t\t\t\t\t\ttext-align: center;\t\t\t\t\t\t\t\t}\" data-counter=\"0\" data-load-with=\"1\" data-notification-section=\"top\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"basic-inner\"><div class=\"basic-message hide\" style=\"border-left: 10px solid #008000; padding: 0px 10px;\" data-error=\"#ff0000\" data-success=\"#008000\"><p class=\"basic-message-text\" style=\"color:#000000; font-size:14px; font-weight:normal;\"><\/p><\/div><div class=\"basic-overlay hide\"><div class=\"basic-vote-options\"><\/div><div class=\"basic-preloader\"><div class=\"basic-windows8\"><div class=\"basic-wBall basic-wBall_1\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_2\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_3\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_4\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_5\"><div class=\"basic-wInnerBall\"><\/div><\/div><\/div><\/div><\/div><form class=\"basic-form\" action=\"\"><input type=\"hidden\" name=\"_token\" value=\"f918ec237a\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"0eac5fb7eda6a5f418c6ac650dde2fff\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"no\" data-min=\"1\" data-max=\"7\" data-display=\"vertical\" data-colnum=\"\" data-display-others=\"no\" data-others-color=\"\" data-others=\"\" data-others-max-chars=\"0\"><div class=\"basic-question-title\"><h5 style=\"color:#000000; font-size:16px; font-weight:normal; text-align:left;\">Co si mysl\u00edte o lok\u00e1ln\u011b provozovan\u00e9m softwaru AI, jako je MLX nebo Ollama?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"45\" data-type=\"text\" data-vn=\"153\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[45]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[45]\" name=\"answer[9]\" value=\"45\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">D\u016fmysln\u00e9 - kone\u010dn\u011b nez\u00e1visl\u00e9 na cloudu<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"46\" data-type=\"text\" data-vn=\"31\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[46]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[46]\" name=\"answer[9]\" value=\"46\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Zaj\u00edmav\u00e9, ale (st\u00e1le) p\u0159\u00edli\u0161 slo\u017eit\u00e9<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"47\" data-type=\"text\" data-vn=\"30\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[47]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[47]\" name=\"answer[9]\" value=\"47\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Brzy to vyzkou\u0161\u00edm<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"48\" data-type=\"text\" data-vn=\"5\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[48]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[48]\" name=\"answer[9]\" value=\"48\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Nepot\u0159ebuji ho - cloud mi sta\u010d\u00ed.<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"49\" data-type=\"text\" data-vn=\"6\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[49]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[49]\" name=\"answer[9]\" value=\"49\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Nev\u00edm p\u0159esn\u011b, o \u010dem to je.<\/span><\/label><\/div><\/li><\/ul><\/div><div class=\"clearfix\"><\/div><\/div><div class=\"basic-vote\"><a href=\"#\" class=\"button basic-vote-button\" role=\"button\" style=\"background:#027bb8; border:0px; border-style: solid; border-color:#000000; border-radius:5px; padding:10px 10px; color:#ffffff; font-size:14px; font-weight:normal;\">Hlasujte na<\/a><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"cs\"\/><\/form><\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n<hr \/>\n<h2>Odkud tento v\u00fdvoj poch\u00e1z\u00ed? Pohled do z\u00e1kulis\u00ed<\/h2>\n<p>Pokud chcete pochopit, pro\u010d se dne\u0161n\u00ed cloudov\u00e1 um\u011bl\u00e1 inteligence chov\u00e1 tak obez\u0159etn\u011b, mus\u00edte se nejprve pod\u00edvat na politick\u00e9 a pr\u00e1vn\u00ed prost\u0159ed\u00ed. Um\u011bl\u00e1 inteligence u\u017e nen\u00ed experimentem n\u011bkolika nerd\u016f, ale politickou z\u00e1le\u017eitost\u00ed nejvy\u0161\u0161\u00edho \u0159\u00e1du. Vl\u00e1dy, \u00fa\u0159ady a nadn\u00e1rodn\u00ed organizace si to uv\u011bdomuj\u00ed: Kdo ovl\u00e1d\u00e1 um\u011blou inteligenci, ovl\u00e1d\u00e1 \u00fast\u0159edn\u00ed \u010d\u00e1st digit\u00e1ln\u00ed infrastruktury z\u00edt\u0159ka.<\/p>\n<p>V\u00fdsledkem je cel\u00e1 kask\u00e1da p\u0159edpis\u016f. Nap\u0159\u00edklad v Evrop\u011b prob\u00edhaj\u00ed pokusy \u201eusm\u011brnit\u201c pou\u017e\u00edv\u00e1n\u00ed UI prost\u0159ednictv\u00edm rozs\u00e1hl\u00fdch pr\u00e1vn\u00edch p\u0159edpis\u016f - ofici\u00e1ln\u011b ve jm\u00e9nu ochrany spot\u0159ebitele, lidsk\u00e9 d\u016fstojnosti a prevence diskriminace. Podobn\u00e9 debaty prob\u00edhaj\u00ed i v USA a dal\u0161\u00edch regionech, jen s jin\u00fdm zam\u011b\u0159en\u00edm: tam se pozornost soust\u0159ed\u00ed sp\u00ed\u0161e na n\u00e1rodn\u00ed bezpe\u010dnost, ekonomickou dominanci a konkurenceschopnost. Pro provozovatele velk\u00fdch platforem um\u011bl\u00e9 inteligence z toho vypl\u00fdv\u00e1 jednoduch\u00fd, ale tvrd\u00fd sc\u00e9n\u00e1\u0159:<\/p>\n<ul>\n<li>Mus\u00ed b\u00fdt v souladu s pr\u00e1vn\u00edmi p\u0159edpisy na n\u011bkolika kontinentech sou\u010dasn\u011b.<\/li>\n<li>Mus\u00ed p\u0159edv\u00eddat mo\u017en\u00e9 budouc\u00ed z\u00e1kony, kter\u00e9 je\u0161t\u011b nebyly p\u0159ijaty.<\/li>\n<li>Jsou neust\u00e1le v hled\u00e1\u010dku \u00fa\u0159ad\u016f, m\u00e9di\u00ed a lobbistick\u00fdch skupin.<\/li>\n<\/ul>\n<p>Ka\u017ed\u00fd, kdo pracuje v takov\u00e9m prost\u0159ed\u00ed, si nevyhnuteln\u011b vytvo\u0159\u00ed postoj: je lep\u0161\u00ed b\u00fdt p\u0159\u00edli\u0161 opatrn\u00fd ne\u017e p\u0159\u00edli\u0161 liber\u00e1ln\u00ed. Koneckonc\u016f p\u0159\u00edli\u0161 p\u0159\u00edsn\u00fd model je pro podnik\u00e1n\u00ed m\u00e9n\u011b \u0161kodliv\u00fd ne\u017e jedna mezin\u00e1rodn\u00ed vlna skand\u00e1l\u016f s titulky, v\u00fdbory a v\u00fdzvami k bojkotu.<\/p>\n<p><strong>D\u016fsledek<\/strong>Samotn\u00e1 technologie je nejen regulov\u00e1na - je regulov\u00e1na p\u0159edem. A tato p\u0159edv\u00eddav\u00e1 poslu\u0161nost se prom\u00edt\u00e1 p\u0159\u00edmo do reakc\u00ed model\u016f.<\/p>\n<h3>Tlak na odpov\u011bdnost a firemn\u00ed logika: kdy\u017e se riziko st\u00e1v\u00e1 d\u016fle\u017eit\u011bj\u0161\u00edm ne\u017e u\u017eitek<\/h3>\n<p>Velk\u00e9 spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed se dnes pohybuj\u00ed na poli nap\u011bt\u00ed mezi obrovsk\u00fdmi p\u0159\u00edle\u017eitostmi a stejn\u011b obrovsk\u00fdmi riziky. Na jedn\u00e9 stran\u011b jsou tu miliardov\u00e9 trhy, strategick\u00e1 partnerstv\u00ed a burzovn\u00ed fantazie. Na druh\u00e9 stran\u011b je tu hrozba hromadn\u00fdch \u017ealob, regula\u010dn\u00edch sankc\u00ed, n\u00e1rok\u016f na od\u0161kodn\u011bn\u00ed a nov\u00fdch pravidel odpov\u011bdnosti. V t\u00e9to situaci vznik\u00e1 ve firm\u011b typick\u00fd vzorec:<\/p>\n<ul>\n<li>Pr\u00e1vn\u00edci nab\u00e1daj\u00ed k opatrnosti.<\/li>\n<li>Odd\u011blen\u00ed pro dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f vy\u017eaduj\u00ed omezen\u00ed.<\/li>\n<li>Produktov\u00e9 t\u00fdmy by m\u011bly zah\u00e1jit \u201ebezpe\u010dn\u011b\u201c.<\/li>\n<li>Veden\u00ed nechce negativn\u00ed titulky.<\/li>\n<\/ul>\n<p>V pr\u016fb\u011bhu let se tak vytv\u00e1\u0159\u00ed kultura, v n\u00ed\u017e jeden princip zab\u00edr\u00e1 st\u00e1le v\u00edce m\u00edsta: Cokoli, co by mohlo zp\u016fsobit probl\u00e9my, je lep\u0161\u00ed zne\u0161kodnit je\u0161t\u011b p\u0159edt\u00edm, ne\u017e vznikne. Pro jazykov\u00fd model to znamen\u00e1 velmi praktick\u00e9 v\u011bci:<\/p>\n<ul>\n<li>N\u011bkter\u00e1 t\u00e9mata jsou automaticky vynech\u00e1na.<\/li>\n<li>Slo\u017een\u00ed jsou navr\u017eena tak, aby nikomu \u201eneubl\u00ed\u017eila\u201c a nikoho nerozru\u0161ila.<\/li>\n<li>Obsah, kter\u00fd by mohl b\u00fdt jak\u00fdmkoli zp\u016fsobem pr\u00e1vn\u011b napadnuteln\u00fd, nen\u00ed v\u016fbec vytvo\u0159en.<\/li>\n<\/ul>\n<p>T\u00edm se m\u011bn\u00ed priorita: d\u016fraz ji\u017e nen\u00ed kladen na v\u00fdhody pro u\u017eivatele, ale na minimalizaci rizik pro spole\u010dnost. Na \u00farovni jednotliv\u00fdch dialog\u016f je to sotva patrn\u00e9 - v individu\u00e1ln\u00edch p\u0159\u00edpadech se m\u016f\u017ee ka\u017ed\u00e9 omezen\u00ed zd\u00e1t je\u0161t\u011b pochopiteln\u00e9. Celkov\u00fd efekt je v\u0161ak p\u0159esn\u011b takov\u00fd, jak\u00fd mnoz\u00ed lid\u00e9 poci\u0165uj\u00ed: UI ji\u017e nen\u00ed vn\u00edm\u00e1na jako n\u00e1stroj, ale jako kontrolovan\u00fd v\u00fdstup syst\u00e9mu, kter\u00fd chr\u00e1n\u00ed p\u0159edev\u0161\u00edm s\u00e1m sebe.<\/p>\n<h3>\u00daloha PR a m\u00e9di\u00ed: nikdo nechce skon\u010dit v titulc\u00edch novin<\/h3>\n<p>Krom\u011b z\u00e1kon\u016f a ot\u00e1zek odpov\u011bdnosti existuje je\u0161t\u011b jeden faktor, kter\u00fd se \u010dasto podce\u0148uje: medi\u00e1ln\u00ed sc\u00e9na. Velc\u00ed poskytovatel\u00e9 UI jsou neust\u00e1le v centru pozornosti. Ka\u017ed\u00e1 z\u00e1vada, ka\u017ed\u00e1 nep\u0159\u00edjemn\u00e1 odpov\u011b\u010f, ka\u017ed\u00fd jednotliv\u00fd p\u0159\u00edpad se m\u016f\u017ee b\u011bhem n\u011bkolika hodin prom\u011bnit v mezin\u00e1rodn\u00ed \u201esenzaci\u201c. Medi\u00e1ln\u00ed logika je jednoduch\u00e1: skand\u00e1l se prod\u00e1v\u00e1 l\u00e9pe ne\u017e st\u0159\u00edzliv\u00e1 zpr\u00e1va o pokroku. A tak se p\u0159\u00edb\u011bhy opakuj\u00ed podle tohoto sch\u00e9matu znovu a znovu:<\/p>\n<ul>\n<li><em>\u201eUm\u011bl\u00e1 inteligence doporu\u010duje nebezpe\u010dnou akci.\u201c<\/em><\/li>\n<li><em>\u201eChatbot vytv\u00e1\u0159\u00ed problematick\u00e9 koment\u00e1\u0159e k citliv\u00fdm t\u00e9mat\u016fm.\u201c<\/em><\/li>\n<li><em>\u201eSyst\u00e9m bagatelizuje kontroverzn\u00ed obsah.\u201c<\/em><\/li>\n<\/ul>\n<p>I kdy\u017e je v\u00fdchoz\u00ed situace zkreslen\u00e1 - \u0161koda byla zp\u016fsobena. Zku\u0161enosti ukazuj\u00ed, \u017ee spole\u010dnosti na to reaguj\u00ed dv\u011bma strategiemi:<\/p>\n<ul>\n<li><strong>Ve\u0159ejn\u00fd odstup<\/strong>Zd\u016fraz\u0148uj\u00ed, jak v\u00e1\u017en\u011b tento probl\u00e9m berou, oznamuj\u00ed zlep\u0161en\u00ed a zav\u00e1d\u011bj\u00ed dal\u0161\u00ed bezpe\u010dnostn\u00ed vrstvy.<br \/>\n<strong>Vnit\u0159n\u00ed zp\u0159\u00edsn\u011bn\u00ed pokyn\u016f<\/strong>Aktivuj\u00ed se dal\u0161\u00ed filtry, zp\u0159\u00edsn\u00ed se tr\u00e9ninkov\u00e1 data, uprav\u00ed se syst\u00e9mov\u00e9 v\u00fdzvy a n\u011bkter\u00e9 formulace nebo t\u00e9mata se zcela zak\u00e1\u017eou.<\/li>\n<\/ul>\n<p>Stejn\u00e9 medi\u00e1ln\u00ed prost\u0159ed\u00ed, kter\u00e9 r\u00e1do mluv\u00ed o \u201esvobod\u011b\u201c a \u201eotev\u0159en\u00e9m diskurzu\u201c, vytv\u00e1\u0159\u00ed v praxi obrovsk\u00fd tlak na autocenzuru. A spole\u010dnosti tento tlak p\u0159en\u00e1\u0161ej\u00ed na sv\u00e9 syst\u00e9my.<\/p>\n<p>S ka\u017ed\u00fdm titulkem, s ka\u017edou bou\u0159\u00ed, s ka\u017edou vlnou ve\u0159ejn\u00e9ho rozho\u0159\u010den\u00ed se ochrann\u00e9 mechanismy zp\u0159\u00eds\u0148uj\u00ed. V\u00fdsledkem je to, co za\u017e\u00edv\u00e1me v ka\u017edodenn\u00edm \u017eivot\u011b: U\u017eivatel polo\u017e\u00ed b\u011b\u017enou ot\u00e1zku a model odpov\u00ed, jako by pr\u00e1v\u011b uspo\u0159\u00e1dal ve\u0159ejnou tiskovou konferenci. M\u00edsto st\u0159\u00edzliv\u00e9, profesion\u00e1ln\u00ed pomoci se objevuje sm\u011bs omluv, distancov\u00e1n\u00ed a mor\u00e1ln\u00edho \u0161katulkov\u00e1n\u00ed.<\/p>\n<h3>Bezpe\u010dnostn\u00ed pokyny, kter\u00e9 si \u017eij\u00ed vlastn\u00edm \u017eivotem<\/h3>\n<p>V ka\u017ed\u00e9 velk\u00e9 spole\u010dnosti existuj\u00ed sm\u011brnice. Zpo\u010d\u00e1tku jsou \u010dasto rozumn\u00e9 a jasn\u00e9: \u017e\u00e1dn\u00e1 diskriminace, \u017e\u00e1dn\u00e1 oslava n\u00e1sil\u00ed, \u017e\u00e1dn\u00e9 podn\u011bcov\u00e1n\u00ed k trestn\u00fdm \u010din\u016fm. Nikdo nebude v\u00e1\u017en\u011b nam\u00edtat, \u017ee takov\u00e9 z\u00e1kladn\u00ed pokyny jsou rozumn\u00e9. V praxi to v\u0161ak nekon\u010d\u00ed. S ka\u017ed\u00fdm incidentem, ka\u017edou st\u00ed\u017enost\u00ed, ka\u017edou ve\u0159ejnou diskus\u00ed p\u0159ib\u00fdvaj\u00ed nov\u00e1 pravidla:<\/p>\n<ul>\n<li>dal\u0161\u00ed sc\u00e9n\u00e1\u0159 \u201ejestli\u017ee-tedy\u201c,<\/li>\n<li>nov\u00fd zvl\u00e1\u0161tn\u00ed p\u0159\u00edpad,<\/li>\n<li>dal\u0161\u00ed zvl\u00e1\u0161tn\u00ed odstavec,<\/li>\n<li>v\u00fdjimka pro ur\u010dit\u00e9 souvislosti,<\/li>\n<li>nebo zvl\u00e1\u0161t\u011b striktn\u00ed v\u00fdklad zn\u011bn\u00ed.<\/li>\n<\/ul>\n<p>V pr\u016fb\u011bhu let se vytv\u00e1\u0159\u00ed st\u00e1le hust\u0161\u00ed s\u00ed\u0165 specifikac\u00ed. Tuto s\u00ed\u0165 technick\u00e9 t\u00fdmy p\u0159ev\u00e1d\u011bj\u00ed do filtr\u016f, pohotov\u00fdch vrstev, klasifik\u00e1tor\u016f a dal\u0161\u00edch kontroln\u00edch mechanism\u016f. \u010c\u00edm v\u00edce vrstev se p\u0159id\u00e1v\u00e1, t\u00edm nep\u0159edv\u00eddateln\u011bj\u0161\u00ed je chov\u00e1n\u00ed v jednotliv\u00fdch p\u0159\u00edpadech. Nakonec ji\u017e syst\u00e9m necharakterizuje jednotliv\u00e9 pravidlo, ale sou\u010det v\u0161ech pravidel. A tento sou\u010det vytv\u00e1\u0159\u00ed to, co mnoz\u00ed u\u017eivatel\u00e9 poci\u0165uj\u00ed:<\/p>\n<ul>\n<li>trval\u00fd brzdn\u00fd \u00fa\u010dinek,<\/li>\n<li>sklon k p\u0159\u00edli\u0161n\u00e9 opatrnosti,<\/li>\n<li>n\u00e1zor, \u017ee \u201eriziko 0\u201c je d\u016fle\u017eit\u011bj\u0161\u00ed ne\u017e \u201ep\u0159\u00ednos 100\u201c.<\/li>\n<\/ul>\n<p>Probl\u00e9mem je zejm\u00e9na to, \u017ee jakmile jsou tyto bezpe\u010dnostn\u00ed pokyny jednou stanoveny, je t\u00e9m\u011b\u0159 nemo\u017en\u00e9 je zvr\u00e1tit. \u017d\u00e1dn\u00fd mana\u017eer nechce pozd\u011bji \u0159\u00edkat: <em>\u201eZvolili jsme voln\u011bj\u0161\u00ed p\u0159\u00edstup a te\u010f se n\u011bco stalo.\u201c<\/em> Proto je lep\u0161\u00ed d\u00e1t na n\u011bj dal\u0161\u00ed vrstvu. A dal\u0161\u00ed. A dal\u0161\u00ed. To, co p\u016fvodn\u011b za\u010dalo jako rozumn\u00e9 ochrann\u00e9 opat\u0159en\u00ed, skon\u010d\u00ed jako syst\u00e9m, kter\u00fd si \u017eije vlastn\u00edm \u017eivotem.<\/p>\n<h3>Prozat\u00edmn\u00ed z\u00e1v\u011br: Technologie pod st\u00e1l\u00fdm dohledem<\/h3>\n<p>Shrneme-li tyto faktory - mezin\u00e1rodn\u00ed p\u0159edpisy, tlak na odpov\u011bdnost, logiku m\u00e9di\u00ed a dynamiku bezpe\u010dnostn\u00edch sm\u011brnic -, z\u00edsk\u00e1me jasn\u00fd obraz:<\/p>\n<ul>\n<li>Modely velk\u00fdch mrak\u016f jsou pod neust\u00e1lou kontrolou.<\/li>\n<li>Jak\u00e1koli chybn\u00e1 reakce m\u016f\u017ee m\u00edt pr\u00e1vn\u00ed a medi\u00e1ln\u00ed d\u016fsledky.<\/li>\n<\/ul>\n<p>V tomto prost\u0159ed\u00ed je velk\u00e9 poku\u0161en\u00ed filtrovat \u201ep\u0159\u00edli\u0161 mnoho\u201c m\u00edsto \u201ep\u0159\u00edli\u0161 m\u00e1lo\u201c. V\u00fdsledek pro u\u017eivatele: um\u011bl\u00e1 inteligence u\u017e nep\u016fsob\u00ed jako neutr\u00e1ln\u00ed asistent, ale sp\u00ed\u0161e jako syst\u00e9m, kter\u00fd je neust\u00e1le jednou nohou v soudn\u00ed s\u00edni a druhou v novin\u00e1\u0159sk\u00e9 recenzi. Pr\u00e1v\u011b zde za\u010d\u00edn\u00e1 rozchod s p\u016fvodn\u00edmi o\u010dek\u00e1v\u00e1n\u00edmi mnoha u\u017eivatel\u016f. Ti necht\u011bj\u00ed b\u00fdt pou\u010dov\u00e1ni, politicky r\u00e1mov\u00e1ni ani pedagogicky doprov\u00e1zeni. Cht\u011bj\u00ed pracovat, ps\u00e1t, programovat, p\u0159em\u00fd\u0161let - s n\u00e1strojem, kter\u00fd je podporuje.<\/p>\n<p>A zde p\u0159ich\u00e1z\u00ed na \u0159adu alternativa, kter\u00e1 zn\u00ed na prvn\u00ed pohled t\u00e9m\u011b\u0159 starom\u00f3dn\u011b, ale ve skute\u010dnosti je velmi modern\u00ed: lok\u00e1ln\u00ed um\u011bl\u00e1 inteligence p\u0159\u00edmo ve va\u0161em po\u010d\u00edta\u010di, bez cloudu, bez dohledu, bez vn\u011bj\u0161\u00edch pokyn\u016f - krom\u011b va\u0161ich vlastn\u00edch. Dal\u0161\u00ed kapitola se proto zab\u00fdv\u00e1 d\u016fsledky tohoto v\u00fdvoje:<\/p>\n<p>Jak se cloudov\u00e1 um\u011bl\u00e1 inteligence st\u00e1v\u00e1 pro ambici\u00f3zn\u00ed u\u017eivatele st\u00e1le m\u00e9n\u011b pou\u017eitelnou kv\u016fli vlastn\u00ed opatrnosti - a jak m\u00edstn\u00ed modely nen\u00e1padn\u011b, ale d\u016fsledn\u011b pror\u016fstaj\u00ed do mezery, kterou otev\u0159eli sami velc\u00ed poskytovatel\u00e9.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3928 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/oberlehrer-lokale-ki.jpg\" alt=\"M\u00edstn\u00ed AI 1TP12Zv\u00ed\u0159ata\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/oberlehrer-lokale-ki.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/oberlehrer-lokale-ki-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/oberlehrer-lokale-ki-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/oberlehrer-lokale-ki-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Cloudov\u00e1 um\u011bl\u00e1 inteligence je st\u00e1le v\u00edce filtrovan\u00e1, ale u\u017eivatel\u00e9 pot\u0159ebuj\u00ed opak<\/h2>\n<p>P\u016fvodn\u00ed my\u0161lenka asistent\u016f s um\u011blou inteligenc\u00ed byla jednoduch\u00e1: u\u017eivatel polo\u017e\u00ed ot\u00e1zku a um\u011bl\u00e1 inteligence mu poskytne p\u0159esnou a u\u017eite\u010dnou odpov\u011b\u010f. Bez zbyte\u010dn\u00fdch \u0159e\u010d\u00ed, bez rozptylov\u00e1n\u00ed, bez n\u00e1vod\u016f. Tato jednoduchost se v\u0161ak v mnoha dne\u0161n\u00edch cloudov\u00fdch modelech vytratila. M\u00edsto n\u00e1stroje dost\u00e1v\u00e1 u\u017eivatel jakousi p\u0159edv\u00eddavou moderaci. Syst\u00e9my reaguj\u00ed, jako by se nach\u00e1zely na ve\u0159ejn\u00e9m p\u00f3diu a musely ka\u017ed\u00e9 tvrzen\u00ed podpo\u0159it, relativizovat nebo kategorizovat. V praxi to vede k paradoxn\u00edmu efektu:<\/p>\n<p>\u010c\u00edm n\u00e1ro\u010dn\u011bj\u0161\u00ed je \u00fakol, t\u00edm v\u00edce se c\u00edt\u00edte brzd\u011bni. Pokud chcete pracovat kreativn\u011b - ps\u00e1t, programovat, zkoumat, analyzovat -, pot\u0159ebujete ve skute\u010dnosti maxim\u00e1ln\u00ed otev\u0159enost. Um\u011blou inteligenci, kter\u00e1 voln\u011b chrl\u00ed n\u00e1pady, testuje hypot\u00e9zy a diskutuje o alternativ\u00e1ch. Prostor pro kreativitu je v\u0161ak dnes \u010dasto omezen\u00fd. M\u00edsto odv\u00e1\u017en\u00fdch my\u0161lenkov\u00fdch experiment\u016f se n\u00e1m dost\u00e1v\u00e1 opatrn\u00e9ho zkoum\u00e1n\u00ed. M\u00edsto voln\u00e9 anal\u00fdzy se objevuj\u00ed \u201ekontextualizovan\u00e9 n\u00e1znaky\u201c. N\u00e1stroj se st\u00e1v\u00e1 str\u00e1\u017ecem. A otev\u0159enost se st\u00e1v\u00e1 opatrnost\u00ed. Paradoxn\u011b to znamen\u00e1, \u017ee cloudov\u00e1 um\u011bl\u00e1 inteligence zab\u00edr\u00e1 pr\u00e1v\u011b ten prostor, kter\u00fd produktivn\u00ed lid\u00e9 pot\u0159ebuj\u00ed nejv\u00edce.<\/p>\n<h3>Zm\u011bna model\u016f: Je\u0161t\u011b v\u011bt\u0161\u00ed - ale omezen\u011bj\u0161\u00ed<\/h3>\n<p>Je to ironie d\u011bjin technologie: \u010d\u00edm v\u011bt\u0161\u00ed jsou modely, t\u00edm men\u0161\u00ed se n\u011bkdy zd\u00e1 jejich ak\u010dn\u00ed r\u00e1dius. GPT-5 je bezpochyby p\u016fsobiv\u00fd - analyticky, jazykov\u011b i logicky. Z\u00e1rove\u0148 je v\u0161ak o pozn\u00e1n\u00ed regulovan\u011bj\u0161\u00ed ne\u017e jeho p\u0159edch\u016fdci. S t\u00edm se setk\u00e1v\u00e1 mnoho u\u017eivatel\u016f:<\/p>\n<ul>\n<li>Um\u011bl\u00e1 inteligence rozum\u00ed v\u00edce - ale \u0159\u00edk\u00e1 m\u00e9n\u011b.<\/li>\n<li>Rozpozn\u00e1v\u00e1 slo\u017eit\u00e9 vztahy - ale vyh\u00fdb\u00e1 se jasn\u00fdm prohl\u00e1\u0161en\u00edm.<\/li>\n<li>Mohl by analyzovat do hloubky - ale neust\u00e1le znehodnocuje sv\u00e9 vlastn\u00ed v\u00fdsledky.<\/li>\n<\/ul>\n<p>Modelky z\u00edskaly miliony parametr\u016f, ale maj\u00ed pocit, \u017ee ztratily svobodu. To nen\u00ed technick\u00fd, ale kulturn\u00ed probl\u00e9m. Velc\u00ed poskytovatel\u00e9 reaguj\u00ed na rizika a tato minimalizace rizik se p\u0159\u00edmo odr\u00e1\u017e\u00ed v tonalit\u011b model\u016f. Dalo by se \u0159\u00edci, \u017ee um\u011bl\u00e1 inteligence dosp\u011bla - ale chov\u00e1 se jako p\u0159ehnan\u011b starostliv\u00fd dosp\u011bl\u00fd. A ka\u017ed\u00fd, kdo s n\u00ed denn\u011b pracuje, si uv\u011bdom\u00ed, jak vy\u010derp\u00e1vaj\u00edc\u00ed to m\u016f\u017ee b\u00fdt z dlouhodob\u00e9ho hlediska.<\/p>\n<h3>Paradox platebn\u00edho modelu: plat\u00edte - a p\u0159esto dost\u00e1v\u00e1te limity<\/h3>\n<p>V digit\u00e1ln\u00edm sv\u011bt\u011b d\u0159\u00edve platila jasn\u00e1 z\u00e1sada: kdo plat\u00ed, m\u00e1 v\u011bt\u0161\u00ed kontrolu. S cloudovou um\u011blou inteligenc\u00ed se v\u0161ak tato z\u00e1sada obrac\u00ed. I plat\u00edc\u00ed u\u017eivatel\u00e9 maj\u00ed k dispozici modely, kter\u00e9 jsou \u010dasto omezen\u011bj\u0161\u00ed ne\u017e otev\u0159en\u00e9 lok\u00e1ln\u00ed alternativy. Placen\u00e1 verze produktu se najednou jev\u00ed jako p\u0159\u00edsn\u011bji regulovan\u00e1, n\u011bkdy um\u011ble omezovan\u00e1 verze - zat\u00edmco voln\u011b dostupn\u00e9 open source modely jsou p\u0159ekvapiv\u011b nezaujat\u00e9, p\u0159\u00edm\u00e9 a kreativn\u00ed.<\/p>\n<p>Tento paradox dr\u00e1\u017ed\u00ed mnoho u\u017eivatel\u016f a vede k ot\u00e1zce, kterou by si v minulosti m\u00e1lokdo polo\u017eil: Pro\u010d vlastn\u011b plat\u00edm za to, \u017ee m\u00e1m men\u0161\u00ed svobodu ne\u017e u bezplatn\u00e9ho m\u00edstn\u00edho \u0159e\u0161en\u00ed? Jedn\u00e1 se o rozchod s tradic\u00ed softwaru, kter\u00e1 trv\u00e1 des\u00edtky let. U\u017eivatel o\u010dek\u00e1v\u00e1 hodnotu za sv\u00e9 pen\u00edze:<\/p>\n<ul>\n<li>dal\u0161\u00ed funkce,<\/li>\n<li>dal\u0161\u00ed mo\u017enosti,<\/li>\n<li>v\u011bt\u0161\u00ed flexibilita,<\/li>\n<li>v\u011bt\u0161\u00ed kontrola.<\/li>\n<\/ul>\n<p>M\u00edsto toho mu v\u0161ak cloudov\u00e1 um\u011bl\u00e1 inteligence nab\u00edz\u00ed:<\/p>\n<ul>\n<li>dal\u0161\u00ed filtry,<\/li>\n<li>dal\u0161\u00ed omezen\u00ed,<\/li>\n<li>v\u00edce pedagogick\u00e9ho zakotven\u00ed,<\/li>\n<li>men\u0161\u00ed kontrolu nad vlastn\u00edm pracovn\u00edm procesem.<\/li>\n<\/ul>\n<p>To znamen\u00e1, \u017ee se odv\u011btv\u00ed ub\u00edr\u00e1 sm\u011brem, kter\u00fd je v rozporu se skute\u010dn\u00fdmi pot\u0159ebami u\u017eivatel\u016f. A mnoz\u00ed se za\u010d\u00ednaj\u00ed rozhl\u00ed\u017eet.<\/p>\n<h3>Vznikaj\u00edc\u00ed mezera: Co u\u017e cloud neum\u00ed<\/h3>\n<p>Zat\u00edmco se cloudov\u00e9 UI st\u00e1vaj\u00ed st\u00e1le v\u00edce regulovan\u00fdmi, roste mezera, kterou dlouho nikdo nepoznal: Pot\u0159eba necenzurovan\u00fdch, bezplatn\u00fdch a p\u0159\u00edm\u00fdch pracovn\u00edch n\u00e1stroj\u016f. Lid\u00e9, kte\u0159\u00ed p\u0159em\u00fd\u0161lej\u00ed, p\u00ed\u0161\u00ed, programuj\u00ed nebo prov\u00e1d\u011bj\u00ed odborn\u00fd v\u00fdzkum do hloubky, rychle poc\u00edt\u00ed, \u017ee je n\u011bco \u0161patn\u011b:<\/p>\n<ul>\n<li>Odpov\u011bdi se jev\u00ed jako \u201ezm\u011bk\u010den\u00e9\u201c.<\/li>\n<li>Kritick\u00e9 pas\u00e1\u017ee jsou formulov\u00e1ny p\u0159\u00edli\u0161 opatrn\u011b.<\/li>\n<li>Skute\u010dn\u00e1 kultura diskuse se u\u017e t\u00e9m\u011b\u0159 nep\u0159ipou\u0161t\u00ed.<\/li>\n<li>Tv\u016fr\u010d\u00ed hranice se automaticky ru\u0161\u00ed.<\/li>\n<\/ul>\n<p>V d\u016fsledku toho cloudov\u00e9 modely ztr\u00e1cej\u00ed pr\u00e1v\u011b ten prvek, kter\u00fd je na za\u010d\u00e1tku \u010dinil tak cenn\u00fdmi: formu intelektu\u00e1ln\u00ed nez\u00e1vislosti, kter\u00e1 d\u00e1vala u\u017eivateli prostor. Cloud se tak postupn\u011b vzdaluje pot\u0159eb\u00e1m profesion\u00e1ln\u00edch u\u017eivatel\u016f - nikoliv ze zl\u00e9ho \u00famyslu, ale z d\u016fvodu pr\u00e1vn\u00ed a politick\u00e9 sebeochrany. Tato sebeochrana m\u00e1 v\u0161ak svou cenu.<\/p>\n<h3>Protihnut\u00ed: Mal\u00e9 m\u00edstn\u00ed modely rychle doh\u00e1n\u011bj\u00ed konkurenci<\/h3>\n<p>Zat\u00edmco cloud se st\u00e1le v\u00edce zam\u011b\u0159uje na opatrnost, m\u00edstn\u00ed modely se v posledn\u00edch dvou letech bou\u0159liv\u011b rozv\u00edjej\u00ed. Syst\u00e9my s 3-27 miliardami parametr\u016f nyn\u00ed poskytuj\u00ed ohromuj\u00edc\u00ed kvalitu. N\u011bkter\u00e9 modely se v ka\u017edodenn\u00edch \u00faloh\u00e1ch snadno p\u0159ibli\u017euj\u00ed GPT-4 - bez kask\u00e1d filtr\u016f, bez modera\u010dn\u00edch vrstev, bez mor\u00e1ln\u00edho r\u00e1mov\u00e1n\u00ed. To, co bylo d\u0159\u00edve mo\u017en\u00e9 pouze se \u0161pi\u010dkov\u00fdm hardwarem, nyn\u00ed b\u011b\u017e\u00ed na MacBooku nebo po\u010d\u00edta\u010di s Windows:<\/p>\n<ul>\n<li>lama3<\/li>\n<li>gpt-oss<\/li>\n<li>mistral<\/li>\n<li>phi3<\/li>\n<li>gemma<\/li>\n<li>qwen<\/li>\n<\/ul>\n<p>V\u0161echny tyto modely jsou voln\u011b dostupn\u00e9, lze je spustit lok\u00e1ln\u011b a \u010dasto sta\u010d\u00ed jen n\u011bkolik kliknut\u00ed v Ollama nebo OpenWebUI, aby byly p\u0159ipraveny k pou\u017eit\u00ed. V\u00fdhody jsou z\u0159ejm\u00e9:<\/p>\n<ul>\n<li>Nep\u0159edn\u00e1\u0161ej\u00ed.<\/li>\n<li>Nerelativizuj\u00ed.<\/li>\n<li>Nefiltruj\u00ed nadm\u011brn\u011b.<\/li>\n<li>Pod\u0159izuj\u00ed se pouze u\u017eivateli - nikoli glob\u00e1ln\u00edmu odd\u011blen\u00ed pro dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f.<\/li>\n<\/ul>\n<p>Jin\u00fdmi slovy, m\u00edstn\u00ed um\u011bl\u00e1 inteligence se vrac\u00ed ke ko\u0159en\u016fm technologie: n\u00e1stroj, kter\u00fd jednodu\u0161e funguje. Pokud se na v\u00fdvoj pod\u00edv\u00e1te st\u0159\u00edzliv\u00fdm pohledem, je obr\u00e1zek jasn\u00fd:<\/p>\n<ul>\n<li>Cloud je st\u00e1le v\u00edce regulov\u00e1n.<\/li>\n<li>M\u00edstn\u00ed um\u011bl\u00e1 inteligence je st\u00e1le v\u00fdkonn\u011bj\u0161\u00ed.<\/li>\n<\/ul>\n<p>U\u017eivatel\u00e9 v\u0161ak pot\u0159ebuj\u00ed otev\u0159en\u00e9, nefiltrovan\u00e9 pracovn\u00ed prost\u0159ed\u00ed, zejm\u00e9na pro tv\u016fr\u010d\u00ed a hloubkov\u00e9 \u00falohy. Jedn\u00e1 se o historick\u00fd zlom, kter\u00fd t\u00e9m\u011b\u0159 p\u0159ipom\u00edn\u00e1 dobu, kdy osobn\u00ed po\u010d\u00edta\u010de nahradily mainframy. Princip byl tehdy stejn\u00fd jako nyn\u00ed:<\/p>\n<p>Kontrola nad vlastn\u00ed technologi\u00ed. Cloudov\u00e1 um\u011bl\u00e1 inteligence z\u016fst\u00e1v\u00e1 mocn\u00e1 - ale nen\u00ed kulturn\u011b svobodn\u00e1. M\u00edstn\u00ed AI je men\u0161\u00ed - ale je svobodn\u00e1.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_QX3UxUm09Sg\"><div id=\"lyte_QX3UxUm09Sg\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FQX3UxUm09Sg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\"><\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/QX3UxUm09Sg\" rel=\"nofollow noopener\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FQX3UxUm09Sg%2F0.jpg\" alt=\"Miniatura videa na YouTube\" width=\"640\" height=\"340\" \/><br \/>Pod\u00edvejte se na toto video na YouTube<\/a><\/noscript><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:640px;margin:5px;\"><\/div><br \/>\nPou\u017e\u00edvejte AI lok\u00e1ln\u011b - pln\u00e1 kontrola a ochrana dat na VA\u0160EM za\u0159\u00edzen\u00ed | <a href=\"https:\/\/www.youtube.com\/@christophmagnussen\" target=\"_blank\" rel=\"noopener\">C. Magnussen<\/a><\/p>\n<h2>\u0158e\u0161en\u00ed: M\u00edstn\u00ed um\u011bl\u00e1 inteligence a jej\u00ed installier za p\u00e1r minut<\/h2>\n<p>Skoro to vypad\u00e1 jako n\u00e1vrat ke star\u00e9 tradici: technologie pat\u0159\u00ed tam, kde m\u016f\u017ee nejp\u0159\u00edm\u011bji rozvinout svou hodnotu - do rukou u\u017eivatele. Pr\u00e1v\u011b to umo\u017e\u0148uje m\u00edstn\u00ed um\u011bl\u00e1 inteligence. Zat\u00edmco cloudov\u00e9 modely podl\u00e9haj\u00ed podm\u00ednk\u00e1m, bezpe\u010dnostn\u00edm a politick\u00fdm omezen\u00edm, lok\u00e1ln\u00ed AI b\u011b\u017e\u00ed v\u00fdhradn\u011b na vlastn\u00edm po\u010d\u00edta\u010di u\u017eivatele, bez extern\u00edch instanc\u00ed a pokyn\u016f.<\/p>\n<p>Obnovuje se tak z\u00e1kladn\u00ed princip, kter\u00fd se v posledn\u00edch letech vytratil: o tom, co sm\u00ed jeho software d\u011blat, rozhoduje u\u017eivatel, nikoli glob\u00e1ln\u00ed poskytovatel slu\u017eeb. M\u00edstn\u00ed um\u011bl\u00e1 inteligence:<\/p>\n<ul>\n<li>neukl\u00e1d\u00e1 \u017e\u00e1dn\u00e1 data na extern\u00ed servery,<\/li>\n<li>nepodl\u00e9h\u00e1 \u017e\u00e1dn\u00fdm filtra\u010dn\u00edm syst\u00e9m\u016fm,<\/li>\n<li>nezn\u00e1 \u017e\u00e1dn\u00e1 politick\u00e1 omezen\u00ed,<\/li>\n<li>reaguje voln\u011b a p\u0159\u00edmo na sv\u00e9 vlastn\u00ed vstupy,<\/li>\n<li>a je v\u017edy k dispozici bez ohledu na p\u0159edplatn\u00e9 nebo stav serveru.<\/li>\n<\/ul>\n<p>Technologie se op\u011bt st\u00e1v\u00e1 t\u00edm, \u010d\u00edm byla po desetilet\u00ed: n\u00e1strojem v d\u00edln\u011b u\u017eivatele, nikoliv d\u00e1lkov\u011b ovl\u00e1dan\u00fdm za\u0159\u00edzen\u00edm v glob\u00e1ln\u00ed infrastruktu\u0159e.<\/p>\n<h3>Modern\u00ed hardware: Pro\u010d je dnes Mac nebo PC se syst\u00e9mem Windows naprosto dosta\u010duj\u00edc\u00ed<\/h3>\n<p>Je\u0161t\u011b p\u0159ed n\u011bkolika lety byla lok\u00e1ln\u00ed um\u011bl\u00e1 inteligence pouze z\u00e1le\u017eitost\u00ed pro specialisty s drah\u00fdm GPU hardwarem. Dnes je situace jin\u00e1. Modern\u00ed procesorov\u00e9 architektury - p\u0159edev\u0161\u00edm \u010dipy Apple M - poskytuj\u00ed v\u00fdpo\u010detn\u00ed v\u00fdkon na mal\u00e9m prostoru, kter\u00fd byl d\u0159\u00edve vyhrazen v\u00fdhradn\u011b velk\u00fdm datov\u00fdm centr\u016fm. I na b\u011b\u017en\u00e9m MacBooku Air nebo notebooku s Windows lze nyn\u00ed lok\u00e1ln\u011b provozovat modely AI. V\u00fdhodu maj\u00ed zejm\u00e9na po\u010d\u00edta\u010de Mac s unifikovanou pam\u011b\u0165ovou architekturou: mohou pou\u017e\u00edvat modely AI p\u0159\u00edmo na CPU a GPU bez slo\u017eit\u00fdch ovlada\u010d\u016f. Typick\u00e9 konfigurace jsou zcela dosta\u010duj\u00edc\u00ed:<\/p>\n<ul>\n<li><strong>Mac<\/strong> s M1, M2, M3 - od 16 GB RAM pohodln\u011b<\/li>\n<li><strong>Po\u010d\u00edta\u010d se syst\u00e9mem Windows<\/strong> s modern\u00edm procesorem - nebo voliteln\u011b s grafick\u00fdm procesorem pro vy\u0161\u0161\u00ed rychlost.<\/li>\n<\/ul>\n<p>A to nejd\u016fle\u017eit\u011bj\u0161\u00ed: ji\u017e nepot\u0159ebujete \u017e\u00e1dn\u00e9 technick\u00e9 znalosti. Doby, kdy jste museli ru\u010dn\u011b nastavovat prost\u0159ed\u00ed Pythonu nebo zad\u00e1vat z\u00e1hadn\u00e9 p\u0159\u00edkazy p\u0159\u00edkazov\u00e9ho \u0159\u00e1dku, jsou pry\u010d. Dnes v\u0161e b\u011b\u017e\u00ed prost\u0159ednictv\u00edm jednoduch\u00fdch instala\u010dn\u00edch bal\u00ed\u010dk\u016f.<\/p>\n<h3>Ollama: Nov\u00e1 jednoduchost (a tajn\u00fd standard m\u00edstn\u00ed um\u011bl\u00e9 inteligence)<\/h3>\n<p>Ollama je nyn\u00ed nesporn\u00fdm standardem pro m\u00edstn\u00ed um\u011blou inteligenci v syst\u00e9mech Mac a Windows. Je jednoduch\u00fd, stabiln\u00ed a \u0159\u00edd\u00ed se klasickou filozofi\u00ed:<\/p>\n<p>Co nejm\u00e9n\u011b n\u00e1mahy, co nejv\u00edce volnosti. D\u0159\u00edve jste museli chodit na termin\u00e1l, ale i to je dnes voliteln\u00e9. Instalace prob\u00edh\u00e1 v n\u011bkolika m\u00e1lo kroc\u00edch:<\/p>\n<ul>\n<li>Ollama na Macu installieren<\/li>\n<li>St\u00e1hn\u011bte si p\u0159\u00edm\u00fd instala\u010dn\u00ed bal\u00ed\u010dek (DMG)<\/li>\n<li>Otev\u0159ete aplikaci, hotovo<\/li>\n<\/ul>\n<p>Cel\u00fd proces trv\u00e1 obvykle m\u00e9n\u011b ne\u017e t\u0159i minuty. P\u0159esn\u011b tak daleko se dostala m\u00edstn\u00ed um\u011bl\u00e1 inteligence: st\u00e1hnete si model - a on funguje. \u017d\u00e1dn\u00fd cloud, \u017e\u00e1dn\u00e9 p\u0159edplatn\u00e9, \u017e\u00e1dn\u00e9 riziko. Ollama nyn\u00ed p\u0159ich\u00e1z\u00ed s u\u017eivatelsk\u00fdm rozhran\u00edm, tak\u017ee m\u016f\u017eete za\u010d\u00edt ihned pracovat. Pokud chcete pou\u017e\u00edvat m\u00edstn\u00ed UI z Ollama tak\u00e9 ve sv\u00e9m chytr\u00e9m telefonu, m\u016f\u017eete si st\u00e1hnout aplikaci \u201e<em><strong>Ot\u011b\u017ee - Chat pro Ollama\u201c<\/strong><\/em>\u00a0a pou\u017e\u00edvat m\u00edstn\u00ed um\u011blou inteligenci na cest\u00e1ch.<\/p>\n<h3>Na\u010d\u00edt\u00e1n\u00ed a pou\u017e\u00edv\u00e1n\u00ed model\u016f - stejn\u011b snadn\u00e9 jako poslech hudby<\/h3>\n<p>Ollama poskytuje modely jako \u201ehotov\u00e9 bal\u00ed\u010dky\u201c, tzv. modelov\u00e9 kapsle. Na\u010dtete je jako soubor - a m\u016f\u017eete s nimi okam\u017eit\u011b pracovat. Na\u010d\u00edt\u00e1n\u00ed trv\u00e1 n\u011bkolik sekund v z\u00e1vislosti na velikosti. Pot\u00e9 se otev\u0159e chat - a vy m\u016f\u017eete ps\u00e1t, formulovat, analyzovat, p\u0159em\u00fd\u0161let a navrhovat. Co je okam\u017eit\u011b patrn\u00e9:<\/p>\n<ul>\n<li>Modely reaguj\u00ed voln\u011b, nikoliv rozpa\u010dit\u011b.<\/li>\n<li>Neexistuj\u00ed \u017e\u00e1dn\u00e9 mor\u00e1ln\u00ed p\u0159edmluvy.<\/li>\n<li>Neexistuje \u017e\u00e1dn\u00e9 pedagogick\u00e9 ukazov\u00e1n\u00ed prstem.<\/li>\n<\/ul>\n<p>Op\u011bt z\u00edsk\u00e1te p\u0159\u00edm\u00e1 a jasn\u00e1 prohl\u00e1\u0161en\u00ed. A pr\u00e1v\u011b zde vznik\u00e1 skute\u010dn\u00fd rozd\u00edl oproti cloudu: m\u00edstn\u00ed AI reaguje jako tradi\u010dn\u00ed n\u00e1stroj - nezasahuje do n\u011bj. Pro mnoh\u00e9 je to skute\u010dn\u00e9 osvobozen\u00ed, proto\u017ee se v\u00e1m vr\u00e1t\u00ed pracovn\u00ed postup, na kter\u00fd jste byli d\u0159\u00edve zvykl\u00ed u GPT-4.<\/p>\n<h3>Pr\u00e1ce s grafick\u00fdmi u\u017eivatelsk\u00fdmi rozhran\u00edmi: OpenWebUI, LM Studio a dal\u0161\u00ed.<\/h3>\n<p>Pokud chcete pracovat zcela bez termin\u00e1lu, pou\u017eijte grafick\u00e9 u\u017eivatelsk\u00e9 rozhran\u00ed. Nejobl\u00edben\u011bj\u0161\u00edmi n\u00e1stroji jsou<\/p>\n<ul>\n<li><strong>OpenWebUI<\/strong> - Modern\u00ed chatovac\u00ed rozhran\u00ed s pam\u011b\u0165ovou funkc\u00ed, v\u00fdb\u011br modelu, nahr\u00e1v\u00e1n\u00ed dokument\u016f, generov\u00e1n\u00ed obr\u00e1zk\u016f<\/li>\n<li><strong>LM Studio<\/strong> - Obzvl\u00e1\u0161t\u011b jednoduch\u00e9, ide\u00e1ln\u00ed pro za\u010d\u00e1te\u010dn\u00edky<\/li>\n<li><strong>CokoliLLM<\/strong> - pro kompletn\u00ed znalostn\u00ed datab\u00e1ze a anal\u00fdzu dokument\u016f<\/li>\n<\/ul>\n<p>Tyto povrchy maj\u00ed mnoho v\u00fdhod:<\/p>\n<ul>\n<li>Historie chatu jako v cloudu<\/li>\n<li>Spr\u00e1va model\u016f kliknut\u00edm my\u0161i<\/li>\n<li>Nastaven\u00ed syst\u00e9mov\u00fdch v\u00fdzev<\/li>\n<li>Soub\u011b\u017en\u00e9 pou\u017eit\u00ed n\u011bkolika model\u016f<\/li>\n<li>Anal\u00fdza soubor\u016f p\u0159eta\u017een\u00edm<\/li>\n<\/ul>\n<p>D\u00edky tomu je m\u00edstn\u00ed um\u011bl\u00e1 inteligence nejen v\u00fdkonn\u00e1, ale tak\u00e9 pohodln\u00e1. Nemus\u00edte ani v\u011bd\u011bt, co se d\u011bje na pozad\u00ed - a to je pr\u00e1v\u011b nov\u00e1 s\u00edla lok\u00e1ln\u00edch model\u016f: nevstupuj\u00ed mezi u\u017eivatele a jeho \u00fakol.<\/p>\n<h3>Soukrom\u00ed a kontrola: nejd\u016fle\u017eit\u011bj\u0161\u00ed argument<\/h3>\n<p>Tento bod je \u010dasto podce\u0148ov\u00e1n, ale v nadch\u00e1zej\u00edc\u00edch letech bude m\u00edt z\u00e1sadn\u00ed v\u00fdznam: M\u00edstn\u00ed um\u011bl\u00e1 inteligence nikdy neopust\u00ed po\u010d\u00edta\u010d.<\/p>\n<ul>\n<li>\u017d\u00e1dn\u00fd mrak<\/li>\n<li>\u017d\u00e1dn\u00fd p\u0159enos dat<\/li>\n<li>\u017d\u00e1dn\u00e1 t\u011b\u017eba d\u0159eva<\/li>\n<li>\u017d\u00e1dn\u00e9 povinn\u00e9 p\u0159edplatn\u00e9<\/li>\n<li>\u017d\u00e1dn\u00e9 anal\u00fdzy prov\u00e1d\u011bn\u00e9 t\u0159et\u00edmi stranami<\/li>\n<\/ul>\n<p>Bez rizika lze analyzovat i d\u016fv\u011brn\u00e9 dokumenty, intern\u00ed z\u00e1znamy, obchodn\u00ed koncepty nebo soukrom\u00e9 pozn\u00e1mky. To je v modelu cloudu mo\u017en\u00e9 jen v omezen\u00e9 m\u00ed\u0159e - z pr\u00e1vn\u00edho i praktick\u00e9ho hlediska. M\u00edstn\u00ed um\u011bl\u00e1 inteligence je proto sou\u010d\u00e1st\u00ed digit\u00e1ln\u00ed nez\u00e1vislosti, kter\u00e1 je ve st\u00e1le v\u00edce regulovan\u00e9m a monitorovan\u00e9m technologick\u00e9m sv\u011bt\u011b st\u00e1le d\u016fle\u017eit\u011bj\u0161\u00ed.<\/p>\n<h3>P\u0159\u00edklady kvality: \u010ceho m\u00edstn\u00ed modely dosahuj\u00ed ji\u017e dnes<\/h3>\n<p>Mnoho lid\u00ed podce\u0148uje, jak dobr\u00e9 jsou m\u00edstn\u00ed modely. Sou\u010dasn\u00e9 generace - llama3, gemma, phi3, mistral - \u0159e\u0161\u00ed \u00falohy s kvalitou, kter\u00e1 je v\u00edce ne\u017e dostate\u010dn\u00e1 pro 90 % ka\u017edodenn\u00edch \u00faloh:<\/p>\n<ul>\n<li>N\u00e1vrhy text\u016f<\/li>\n<li>\u010cl\u00e1nek<\/li>\n<li>Anal\u00fdzy<\/li>\n<li>kreativn\u00ed n\u00e1pady<\/li>\n<li>Shrnut\u00ed<\/li>\n<li>K\u00f3d programu<\/li>\n<li>N\u00e1vrhy strategi\u00ed<\/li>\n<li>V\u00fdzkumn\u00e9 pozn\u00e1mky<\/li>\n<\/ul>\n<p>A d\u011blaj\u00ed to bez zpo\u017ed\u011bn\u00ed, bez filtr\u016f, bez kask\u00e1dov\u00fdch pokyn\u016f. U\u017eivatel op\u011bt dost\u00e1v\u00e1 p\u0159\u00edm\u00e9 odpov\u011bdi - \u010distou podstatu n\u00e1stroje. V\u00fdsledkem je n\u011bco, co by mnoz\u00ed ji\u017e ne\u010dekali: renesance kultury osobn\u00edch po\u010d\u00edta\u010d\u016f, v n\u00ed\u017e je v\u00fdpo\u010detn\u00ed v\u00fdkon op\u011bt lok\u00e1ln\u00ed, nikoli outsourcovan\u00fd.<\/p>\n<h3>V\u00fdhled do budoucna: m\u00edstn\u00ed um\u011bl\u00e1 inteligence jako budouc\u00ed vedouc\u00ed kultura<\/h3>\n<p>V\u0161e nasv\u011bd\u010duje tomu, \u017ee jsme na za\u010d\u00e1tku dlouhodob\u00e9ho v\u00fdvoje. Odv\u011btv\u00ed um\u011bl\u00e9 inteligence se bude vyv\u00edjet ve dvou sm\u011brech:<\/p>\n<ul>\n<li>na <strong>Linie mrak\u016f<\/strong>, charakterizovan\u00e1 regulac\u00ed, bezpe\u010dnost\u00ed, z\u00e1jmy podnik\u016f - \u00fa\u010dinn\u00e1, ale opatrn\u00e1.<\/li>\n<li>na <strong>m\u00edstn\u00ed linka<\/strong>, vyzna\u010duj\u00edc\u00ed se svobodou, otev\u0159enost\u00ed a radost\u00ed z experimentov\u00e1n\u00ed - mal\u00e9, ale sebev\u011bdom\u00e9.<\/li>\n<\/ul>\n<p>Pro profesion\u00e1ln\u00ed u\u017eivatele, autory, v\u00fdvoj\u00e1\u0159e, v\u00fdzkumn\u00edky, tv\u016frce a podnikatele je toto rozhodnut\u00ed t\u00e9m\u011b\u0159 p\u0159edem dan\u00e9:<br \/>\nBudoucnost produktivn\u00ed pr\u00e1ce je tam, kde jste nez\u00e1visl\u00ed. A t\u00edm m\u00edstem nen\u00ed cloud.<\/p>\n<p>Stoj\u00ed na stole.<\/p>\n<h2>Dal\u0161\u00ed \u010dl\u00e1nky v \u010dasopise<\/h2>\n<p>Pokud byste se po tomto p\u0159ehledu cht\u011bli pono\u0159it hloub\u011bji do praktick\u00e9 str\u00e1nky v\u011bci, najdete v \u010dasopise \u0159adu podrobn\u00fdch \u010dl\u00e1nk\u016f, kter\u00e9 osv\u011btluj\u00ed t\u00e9ma m\u00edstn\u00ed um\u011bl\u00e9 inteligence z velmi r\u016fzn\u00fdch \u00fahl\u016f pohledu.<\/p>\n<p>Doporu\u010dujeme zejm\u00e9na hlavn\u00ed \u010dl\u00e1nek <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/08\/local-ki-na-macu-takto-1tp12vytvoreni-jazykoveho-modelu-pomoci-ollama\/\"><em><strong>\u201eM\u00edstn\u00ed um\u011bl\u00e1 inteligence na Macu - jak installiere jazykov\u00fd model pomoc\u00ed Ollama\u201c<\/strong><\/em><\/a>, kter\u00e1 krok za krokem ukazuje, jak snadno lze spustit modern\u00ed um\u011blou inteligenci na vlastn\u00edm po\u010d\u00edta\u010di.<\/p>\n<p>Krom\u011b toho vysv\u011btluje <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/08\/ollama-splnuje-qdrant-mistni-pamet-pro-vase-ki-na-macu\/\"><em><strong>\u201eOllama potk\u00e1v\u00e1 Qdrant - M\u00edstn\u00ed pam\u011b\u0165 pro va\u0161i um\u011blou inteligenci na Macu\u201c<\/strong><\/em><\/a>, jak konfigurovat modely tak, aby zachov\u00e1valy projekty, ukl\u00e1daly stavy znalost\u00ed a poprv\u00e9 tak vytvo\u0159ily skute\u010dn\u00e9 osobn\u00ed pracovn\u00ed prost\u0159ed\u00ed.<\/p>\n<p>\u010casopis tak\u00e9 klade jasn\u00e9 d\u016frazy na firemn\u00ed kontext: <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/gfm-business-a-budoucnost-erp-lokalni-inteligence-misto-zavislosti-na-cloudu\/\"><em><strong>\u201egFM-Business a budoucnost ERP - lok\u00e1ln\u00ed inteligence m\u00edsto z\u00e1vislosti na cloudu\u201c<\/strong><\/em><\/a> ukazuje, jak mohou spole\u010dnosti s jistotou integrovat um\u011blou inteligenci do sv\u00e9 st\u00e1vaj\u00edc\u00ed infrastruktury, ani\u017e by se dostaly do dlouhodob\u00e9 extern\u00ed z\u00e1vislosti.<\/p>\n<p>\u010cl\u00e1nek <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/10\/digitalni-zavislost-jak-jsme-kvuli-cloudu-ztratili-moznost-rozhodovat-o-sobe-samych\/\"><em><strong>\u201eDigit\u00e1ln\u00ed z\u00e1vislost - jak jsme kv\u016fli cloudu p\u0159i\u0161li o sv\u00e9 sebeur\u010den\u00ed\u201c<\/strong><\/em><\/a> na druhou stranu osv\u011btluje celkov\u00fd obraz na\u0161\u00ed doby: pro\u010d jsme se vzdali mnoha svobod, ani\u017e bychom si to uv\u011bdomovali - a jak n\u00e1m m\u00edstn\u00ed syst\u00e9my mohou pomoci je znovu z\u00edskat.<\/p>\n<p>Krom\u011b toho <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/10\/jak-dnes-skolit-specialisty-na-ki-prilezitosti-pro-firmy-a-stazisty\/\"><em><strong>\u201eJak dnes \u0161kolit odborn\u00edky na um\u011blou inteligenci - p\u0159\u00edle\u017eitosti pro firmy a st\u00e1\u017eisty\u201c<\/strong><\/em><\/a> pro spole\u010dnosti, kter\u00e9 se cht\u011bj\u00ed rozhodnout hned: praktick\u00e9, bez n\u00e1kladn\u00fdch rozs\u00e1hl\u00fdch syst\u00e9m\u016f, ale s re\u00e1ln\u00fdmi vyhl\u00eddkami do budoucna.<\/p>\n<p>Vysv\u011btlen\u00ed na technick\u00e9 \u00farovni <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/11\/apple-mlx-vs-nvidia-jak-funguje-lokalni-odvozovani-ki-na-macu\/\"><em><strong>\u201eApple MLX versus NVIDIA - jak funguje lok\u00e1ln\u00ed odvozov\u00e1n\u00ed AI na Macu\u201c<\/strong><\/em><\/a> a p\u0159ehledov\u00fd \u010dl\u00e1nek<\/p>\n<p><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/11\/ki-studio-2025-ktery-hardware-se-opravdu-vyplati-z-mac-studia-na-rtx-3090\/\"><em><strong>\u201eAI Studio 2025 - kter\u00fd hardware se opravdu vyplat\u00ed, od Mac Studia po RTX 3090\u201c<\/strong><\/em><\/a>, kter\u00e9 platformy jsou vhodn\u00e9 pro r\u016fzn\u00e9 p\u0159\u00edpady pou\u017eit\u00ed a jak optimalizovat vyu\u017eit\u00ed vlastn\u00edch zdroj\u016f.<\/p>\n<p>Tyto \u010dl\u00e1nky dohromady poskytuj\u00ed kompaktn\u00ed z\u00e1klad pro ka\u017ed\u00e9ho, kdo chce m\u00edstn\u00ed um\u011blou inteligenci nejen pou\u017e\u00edvat, ale tak\u00e9 j\u00ed porozum\u011bt a s jistotou ji za\u010dlenit do sv\u00e9ho pracovn\u00edho prost\u0159ed\u00ed.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-447 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-447 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Soci\u00e1ln\u00ed ot\u00e1zky sou\u010dasnosti<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-447\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wie ich in vier monaten f\u00fcnf b\u00fccher in zwei sprachen geschrieben habe\" data-id=\"2775\"  data-category=\"allgemein b\u00fccher gesellschaft tipps &amp; anleitungen\" data-post_tag=\"buch digitales eigentum lernen prozesse publishing verlag\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/jak-jsem-za-ctyri-mesice-napsal-pet-knih-ve-dvou-jazycich\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jak jsem za \u010dty\u0159i m\u011bs\u00edce napsal p\u011bt knih ve dvou jazyc\u00edch<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1920\" height=\"1280\" class=\"attachment-full size-full\" alt=\"Psan\u00ed knih pomoc\u00ed Affinity a BoD\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing.jpg\" data-dpt-sizes=\"(max-width: 1920px) 100vw, 1920px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing.jpg 1920w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing-1536x1024.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/buecher-affinity-bod-selfpublishing-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/jak-jsem-za-ctyri-mesice-napsal-pet-knih-ve-dvou-jazycich\/\" rel=\"bookmark\">Jak jsem za \u010dty\u0159i m\u011bs\u00edce napsal p\u011bt knih ve dvou jazyc\u00edch<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"b\u00fccher mit tiefgang zu medizin, pers\u00f6nlichkeit und technik beim m. schall verlag\" data-id=\"2401\"  data-category=\"allgemein b\u00fccher gesellschaft gesundheit\" data-post_tag=\"buch cmd datenbanken krisen pers\u00f6nlichkeitsentwicklung verlag\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/07\/hloubkove-knihy-o-lekarske-osobnosti-a-technice-v-nakladatelstvi-m-schall-verlag\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Podrobn\u00e9 knihy o medic\u00edn\u011b, osobnosti a technice z nakladatelstv\u00ed M. Schall Verlag<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"2400\" height=\"1260\" class=\"attachment-full size-full\" alt=\"Schall Verlag - Knihy s obsahem\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv.jpg\" data-dpt-sizes=\"(max-width: 2400px) 100vw, 2400px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv.jpg 2400w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-300x158.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-1024x538.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-768x403.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-1536x806.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-2048x1075.jpg 2048w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/image-sv-18x9.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/07\/hloubkove-knihy-o-lekarske-osobnosti-a-technice-v-nakladatelstvi-m-schall-verlag\/\" rel=\"bookmark\">Podrobn\u00e9 knihy o medic\u00edn\u011b, osobnosti a technice z nakladatelstv\u00ed M. Schall Verlag<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wie tiere zeit wahrnehmen &#8211; und was das f\u00fcr die zukunft der ki bedeutet\" data-id=\"4918\"  data-category=\"allgemein gesellschaft ki-systeme\" data-post_tag=\"denkmodelle erfahrungen k\u00fcnstliche intelligenz llm portrait prozesse sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/jak-zvirata-vnimaji-cas-a-co-to-znamena-pro-budoucnost-ki\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jak zv\u00ed\u0159ata vn\u00edmaj\u00ed \u010das - a co to znamen\u00e1 pro budoucnost um\u011bl\u00e9 inteligence<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Zv\u00ed\u0159ata, um\u011bl\u00e1 inteligence a vn\u00edm\u00e1n\u00ed \u010dasu\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/jak-zvirata-vnimaji-cas-a-co-to-znamena-pro-budoucnost-ki\/\" rel=\"bookmark\">Jak zv\u00ed\u0159ata vn\u00edmaj\u00ed \u010das - a co to znamen\u00e1 pro budoucnost um\u011bl\u00e9 inteligence<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"cloud-act, datenhoheit und die schweiz: ein wendepunkt f\u00fcr europ\u00e4ische it-strategien?\" data-id=\"3727\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"datenbanken datenschutz digitales eigentum eu-gesetze europa\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/11\/suverenita-dat-v-ramci-cloudoveho-zakona-a-svycarsko-jako-bod-obratu-pro-evropske-strategie-v-oblasti-it\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">CLOUD Act, datov\u00e1 suverenita a \u0160v\u00fdcarsko: bod obratu pro evropsk\u00e9 IT strategie?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Co znamen\u00e1 \u0161v\u00fdcarsk\u00e9 usnesen\u00ed o cloudu pro Evropu?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/schweiz-cloud-resolution-eu.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/schweiz-cloud-resolution-eu.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/schweiz-cloud-resolution-eu-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/schweiz-cloud-resolution-eu-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/schweiz-cloud-resolution-eu-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/11\/suverenita-dat-v-ramci-cloudoveho-zakona-a-svycarsko-jako-bod-obratu-pro-evropske-strategie-v-oblasti-it\/\" rel=\"bookmark\">CLOUD Act, datov\u00e1 suverenita a \u0160v\u00fdcarsko: bod obratu pro evropsk\u00e9 IT strategie?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>\u010casto kladen\u00e9 ot\u00e1zky<\/h2>\n<ol>\n<li><strong>Pro\u010d se modern\u00ed cloudov\u00e9 um\u011bl\u00e9 inteligence najednou zdaj\u00ed b\u00fdt tak pou\u010dn\u00e9?<\/strong><br \/>\nMnoho u\u017eivatel\u016f si v\u0161imlo, \u017ee od verze GPT-4.1 a zejm\u00e9na od verze GPT-5 se cloudov\u00e9 UI chovaj\u00ed mnohem pedagogi\u010dt\u011bji. Je to d\u00e1no p\u0159edev\u0161\u00edm t\u00edm, \u017ee velc\u00ed poskytovatel\u00e9 jsou pod zna\u010dn\u00fdm pr\u00e1vn\u00edm a politick\u00fdm tlakem, a proto st\u00e1le \u010dast\u011bji pou\u017e\u00edvaj\u00ed bezpe\u010dnostn\u00ed filtry, kter\u00e9 maj\u00ed p\u0159\u00edpadn\u00e9 v\u00fdroky zne\u0161kodnit tak, aby nevznikla \u017e\u00e1dn\u00e1 rizika. Tato opat\u0159en\u00ed se p\u0159en\u00e1\u0161ej\u00ed i do t\u00f3nu odpov\u011bd\u00ed, tak\u017ee modely p\u016fsob\u00ed sp\u00ed\u0161e jako moder\u00e1to\u0159i nebo dozorci ne\u017e jako neutr\u00e1ln\u00ed n\u00e1stroje.<\/li>\n<li><strong>Pro\u010d se zd\u00e1, \u017ee GPT-4.0 nyn\u00ed funguje h\u016f\u0159e ne\u017e d\u0159\u00edve?<\/strong><br \/>\nA\u010dkoli je GPT-4 st\u00e1le ofici\u00e1ln\u011b k dispozici, mnoho u\u017eivatel\u016f uv\u00e1d\u00ed, \u017ee poskytuje pouze kr\u00e1tk\u00e9 nebo zru\u0161en\u00e9 odpov\u011bdi. Proto je prakticky nepou\u017eiteln\u00fd. Zda je to z technick\u00fdch d\u016fvod\u016f, nebo jde o z\u00e1m\u011brnou strategii p\u0159echodu na 5. generaci, nelze s jistotou \u0159\u00edci. Ve skute\u010dnosti v\u0161ak model ztr\u00e1c\u00ed svou d\u0159\u00edv\u011bj\u0161\u00ed s\u00edlu a nep\u0159\u00edmo nut\u00ed u\u017eivatele k nov\u00fdm verz\u00edm, kter\u00e9 jsou p\u0159\u00edsn\u011bji regulov\u00e1ny.<\/li>\n<li><strong>Znamen\u00e1 tento v\u00fdvoj, \u017ee cloudov\u00e1 AI bude v budoucnu m\u00e9n\u011b u\u017eite\u010dn\u00e1?<\/strong><br \/>\nCloudov\u00e1 um\u011bl\u00e1 inteligence z\u016fst\u00e1v\u00e1 v\u00fdkonn\u00e1, ale bude se st\u00e1le v\u00edce vyzna\u010dovat regulacemi, pravidly pro dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f a politick\u00fdm tlakem. To znamen\u00e1, \u017ee a\u010dkoli z\u016fstane technicky p\u016fsobiv\u00e1, bude opatrn\u011bj\u0161\u00ed, filtrovan\u011bj\u0161\u00ed a obsahov\u011b m\u00e9n\u011b svobodn\u00e1. Pro mnoho kreativn\u00edch, analytick\u00fdch nebo nekonven\u010dn\u00edch \u00faloh je to jasn\u00e1 nev\u00fdhoda, a proto st\u00e1le v\u00edce u\u017eivatel\u016f hled\u00e1 alternativy.<\/li>\n<li><strong>Pro\u010d spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed v\u016fbec pou\u017e\u00edvaj\u00ed tolik bezpe\u010dnostn\u00edch mechanism\u016f?<\/strong><br \/>\nD\u016fvodem je sou\u010det p\u0159edpis\u016f, rizik odpov\u011bdnosti a vn\u00edm\u00e1n\u00ed ve\u0159ejnosti. Ka\u017ed\u00e1 chyba, ka\u017ed\u00e1 zav\u00e1d\u011bj\u00edc\u00ed odpov\u011b\u010f um\u011bl\u00e9 inteligence m\u016f\u017ee m\u00edt pro spole\u010dnost pr\u00e1vn\u00ed nebo medi\u00e1ln\u00ed d\u016fsledky. Aby poskytovatel\u00e9 takov\u00e1 rizika vylou\u010dili, zav\u00e1d\u011bj\u00ed komplexn\u00ed filtry a pokyny, kter\u00e9 maj\u00ed \u201ezabezpe\u010dit\u201c v\u0161echny odpov\u011bdi. Tento ochrann\u00fd mechanismus je z pohledu spole\u010dnosti pochopiteln\u00fd, ale z pohledu u\u017eivatele je \u010dasto p\u0159ek\u00e1\u017ekou.<\/li>\n<li><strong>Jak\u00fd je z\u00e1sadn\u00ed rozd\u00edl mezi lok\u00e1ln\u00ed a cloudovou um\u011blou inteligenc\u00ed?<\/strong><br \/>\nM\u00edstn\u00ed um\u011bl\u00e1 inteligence b\u011b\u017e\u00ed v\u00fdhradn\u011b na vlastn\u00edm za\u0159\u00edzen\u00ed u\u017eivatele, a nen\u00ed proto v\u00e1z\u00e1na politick\u00fdmi po\u017eadavky ani podnikov\u00fdmi sm\u011brnicemi. T\u00e9m\u011b\u0159 nefiltruje, nepou\u010duje a pracuje p\u0159\u00edmo podle zad\u00e1n\u00ed u\u017eivatele. Ve\u0161ker\u00e1 data nav\u00edc z\u016fst\u00e1vaj\u00ed ve vlastn\u00edm po\u010d\u00edta\u010di u\u017eivatele. To d\u00e1v\u00e1 u\u017eivateli nejen v\u011bt\u0161\u00ed svobodu, ale tak\u00e9 v\u011bt\u0161\u00ed soukrom\u00ed a kontrolu.<\/li>\n<li><strong>Je k pou\u017eit\u00ed m\u00edstn\u00ed um\u011bl\u00e9 inteligence zapot\u0159eb\u00ed speci\u00e1ln\u00ed hardware?<\/strong><br \/>\nVe v\u011bt\u0161in\u011b p\u0159\u00edpad\u016f ne. Modern\u00ed lok\u00e1ln\u00ed modely jsou \u00fa\u017easn\u011b v\u00fdkonn\u00e9 a b\u011b\u017e\u00ed ji\u017e na typick\u00fdch po\u010d\u00edta\u010d\u00edch Mac s \u010dipy M nebo na b\u011b\u017en\u00fdch po\u010d\u00edta\u010d\u00edch s Windows. V\u011bt\u0161\u00edm model\u016fm samoz\u0159ejm\u011b prosp\u011bje v\u011bt\u0161\u00ed pam\u011b\u0165 RAM nebo grafick\u00fd procesor, ale pro mnoho ka\u017edodenn\u00edch \u00faloh jsou mal\u00e9 a\u017e st\u0159edn\u011b velk\u00e9 modely zcela dosta\u010duj\u00edc\u00ed bez nutnosti drah\u00e9ho specializovan\u00e9ho hardwaru.<\/li>\n<li><strong>Jak funguje instalace m\u00edstn\u00ed um\u011bl\u00e9 inteligence v po\u010d\u00edta\u010di Mac v praxi?<\/strong><br \/>\nNejjednodu\u0161\u0161\u00ed zp\u016fsob, jak to prov\u00e9st, je Ollama. St\u00e1hnete si instala\u010dn\u00ed bal\u00ed\u010dek, otev\u0159ete jej a m\u016f\u017eete ihned za\u010d\u00edt pracovat. Dokonce i klasick\u00fd termin\u00e1lov\u00fd p\u0159\u00edkaz se stal voliteln\u00fdm. Jakmile je Ollama installiert, m\u016f\u017eete spustit model jednoduch\u00fdm p\u0159\u00edkazem, nap\u0159\u00edklad \u201eollama run llama3\u201c. P\u0159ek\u00e1\u017eka je stejn\u011b n\u00edzk\u00e1 jako d\u0159\u00edve p\u0159i instalaci b\u011b\u017en\u00e9ho programu.<\/li>\n<li><strong>Jak nastavit m\u00edstn\u00ed UI v syst\u00e9mu Windows?<\/strong><br \/>\nPod syst\u00e9mem Windows se rovn\u011b\u017e pou\u017e\u00edv\u00e1 instala\u010dn\u00ed program Ollama, kter\u00fd nevy\u017eaduje \u017e\u00e1dnou dal\u0161\u00ed p\u0159\u00edpravu. Po instalaci lze modely ihned spustit. Pokud d\u00e1v\u00e1te p\u0159ednost grafick\u00e9mu u\u017eivatelsk\u00e9mu rozhran\u00ed, m\u016f\u017eete pou\u017e\u00edt LM Studio nebo OpenWebUI, kter\u00e9 se pou\u017e\u00edvaj\u00ed stejn\u011b snadno jako standardn\u00ed aplika\u010dn\u00ed software.<\/li>\n<li><strong>Kter\u00e9 modely jsou vhodn\u00e9 zejm\u00e9na pro za\u010d\u00e1te\u010dn\u00edky?<\/strong><br \/>\nMnoho u\u017eivatel\u016f za\u010d\u00edn\u00e1 \u00fasp\u011b\u0161n\u011b pou\u017e\u00edvat Lamu 3, proto\u017ee je p\u0159esn\u00e1, v\u0161estrann\u00e1 a jazykov\u011b siln\u00e1. Stejn\u011b obl\u00edben\u00fd je i Phi-3, kter\u00fd navzdory mal\u00e9 velikosti modelu dosahuje p\u016fsobiv\u00fdch v\u00fdsledk\u016f. Gemma je tak\u00e9 dobrou volbou, zejm\u00e9na pro kreativn\u00ed nebo textov\u011b n\u00e1ro\u010dnou pr\u00e1ci. Tyto modely pracuj\u00ed rychle a stabiln\u011b bez nutnosti zdlouhav\u00e9ho seznamov\u00e1n\u00ed. Pokud m\u00e1te k dispozici v\u00edce prost\u0159edk\u016f, je velmi dobrou volbou GPT-OSS 20B nebo 120B.<\/li>\n<li><strong>Mohou m\u00edstn\u00ed modely skute\u010dn\u011b dr\u017eet krok s GPT-4 nebo GPT-5?<\/strong><br \/>\nTo zvl\u00e1dnou p\u0159ekvapiv\u011b dob\u0159e p\u0159i mnoha ka\u017edodenn\u00edch \u00fakonech. U vysoce specializovan\u00fdch t\u00e9mat rozd\u00edl st\u00e1le existuje, ale rychle se zmen\u0161uje. Lok\u00e1ln\u00ed modely maj\u00ed tu v\u00fdhodu, \u017ee jsou m\u00e9n\u011b omezen\u00e9 a reaguj\u00ed bezprost\u0159edn\u011bji. Celkov\u011b tak \u010dasto p\u016fsob\u00ed svobodn\u011bji a p\u0159irozen\u011bji, i kdy\u017e jsou technicky pon\u011bkud men\u0161\u00ed.<\/li>\n<li><strong>Je lok\u00e1ln\u00ed um\u011bl\u00e1 inteligence p\u0159i zpracov\u00e1n\u00ed citliv\u00fdch dat bezpe\u010dn\u011bj\u0161\u00ed?<\/strong><br \/>\nAno, ur\u010dit\u011b. Ve\u0161ker\u00e9 zpracov\u00e1n\u00ed prob\u00edh\u00e1 na va\u0161em vlastn\u00edm za\u0159\u00edzen\u00ed, tak\u017ee zadan\u00e1 data nikdy neopust\u00ed v\u00e1\u0161 po\u010d\u00edta\u010d. Nedoch\u00e1z\u00ed k \u017e\u00e1dn\u00e9mu cloudov\u00e9mu zpracov\u00e1n\u00ed, ukl\u00e1d\u00e1n\u00ed na extern\u00ed servery ani anal\u00fdze t\u0159et\u00edmi stranami. To je rozhoduj\u00edc\u00ed v\u00fdhoda zejm\u00e9na v p\u0159\u00edpad\u011b obchodn\u00edch dokument\u016f, d\u016fv\u011brn\u00fdch dokument\u016f nebo soukrom\u00fdch pozn\u00e1mek.<\/li>\n<li><strong>Lze m\u00edstn\u00ed UI pou\u017e\u00edvat bez p\u0159ipojen\u00ed k internetu?<\/strong><br \/>\nAno, to je jedna z jeho nejv\u011bt\u0161\u00edch v\u00fdhod. Jakmile je model installiert nainstalov\u00e1n, lze jej provozovat zcela offline. T\u00edm se po\u010d\u00edta\u010d prom\u011bn\u00ed v sob\u011bsta\u010dn\u00e9 pracovn\u00ed prost\u0159ed\u00ed, ve kter\u00e9m m\u016f\u017eete pracovat nez\u00e1visle na extern\u00edch slu\u017eb\u00e1ch. To je u\u017eite\u010dn\u00e9 zejm\u00e9na na cest\u00e1ch, v zabezpe\u010den\u00fdch s\u00edt\u00edch nebo v prost\u0159ed\u00ed, kde je ochrana dat nejvy\u0161\u0161\u00ed prioritou.<\/li>\n<li><strong>Jak vhodn\u00e9 jsou m\u00edstn\u00ed modely pro dlouh\u00e9 texty?<\/strong><br \/>\nV\u011bt\u0161ina modern\u00edch model\u016f dnes bez probl\u00e9m\u016f zvl\u00e1dne dlouh\u00e9 \u010dl\u00e1nky, anal\u00fdzy nebo koncepty. Nejsou tak vybrou\u0161en\u00e9 jako GPT-5, ale jsou opro\u0161t\u011bny od filtr\u016f a \u010dasto maj\u00ed p\u0159\u00edm\u011bj\u0161\u00ed styl. Jsou vhodn\u00e9 pro rozs\u00e1hl\u00e9 texty, sb\u00edrky my\u0161lenek nebo technickou dokumentaci a umo\u017e\u0148uj\u00ed produktivn\u00ed pr\u00e1ci bez omezen\u00ed.<\/li>\n<li><strong>Maj\u00ed m\u00edstn\u00ed modely v\u016fbec bezpe\u010dnostn\u00ed filtry?<\/strong><br \/>\nUr\u010dit\u00e1 \u00farove\u0148 z\u00e1kladn\u00ed ochrany je obvykle k dispozici, i kdy\u017e je v\u00fdrazn\u011b slab\u0161\u00ed ne\u017e u cloudov\u00e9 UI. Proto\u017ee modely b\u011b\u017e\u00ed na vlastn\u00edm za\u0159\u00edzen\u00ed u\u017eivatele, m\u016f\u017ee se s\u00e1m rozhodnout, kter\u00e1 omezen\u00ed maj\u00ed smysl. Tato svoboda n\u00e1vrhu zaji\u0161\u0165uje, \u017ee lok\u00e1ln\u00ed AI je mnohem flexibiln\u011bj\u0161\u00ed a m\u00e9n\u011b protek\u010dn\u00ed.<\/li>\n<li><strong>Jak m\u016f\u017eete testovat nebo porovn\u00e1vat r\u016fzn\u00e9 modely?<\/strong><br \/>\nOllama, LM Studio nebo OpenWebUI umo\u017e\u0148uj\u00ed velmi snadnou zm\u011bnu model\u016f. M\u016f\u017eete paraleln\u011b pou\u017e\u00edvat n\u011bkolik model\u016f install, p\u0159ep\u00ednat mezi nimi a porovn\u00e1vat jejich s\u00edlu. V\u00fdsledkem je osobn\u00ed sada obl\u00edben\u00fdch model\u016f, kter\u00e9 p\u0159esn\u011b odpov\u00eddaj\u00ed va\u0161emu vlastn\u00edmu stylu pr\u00e1ce. Proces je p\u0159\u00edmo\u010dar\u00fd a p\u0159ipom\u00edn\u00e1 sp\u00ed\u0161e testov\u00e1n\u00ed r\u016fzn\u00fdch aplikac\u00ed ne\u017e klasick\u00fd v\u00fdzkum um\u011bl\u00e9 inteligence.<\/li>\n<li><strong>Jak\u00e9 jsou v\u00fdhody m\u00edstn\u00edch model\u016f pro podniky?<\/strong><br \/>\nP\u0159edev\u0161\u00edm v\u0161ak firmy mohou t\u011b\u017eit z \u00fapln\u00e9 suverenity dat, proto\u017ee \u017e\u00e1dn\u00fd cloud neznamen\u00e1 \u017e\u00e1dn\u00e9 extern\u00ed \u00falo\u017ei\u0161t\u011b. Odpad\u00e1 tak\u00e9 dlouhodob\u00e1 z\u00e1vislost na extern\u00edch slu\u017eb\u00e1ch a drah\u00e9 p\u0159edplatn\u00e9. Modely lze p\u0159izp\u016fsobovat, roz\u0161i\u0159ovat nebo dokonce intern\u011b \u0161kolit. Integrace do st\u00e1vaj\u00edc\u00edch proces\u016f je \u010dasto jednodu\u0161\u0161\u00ed, proto\u017ee si zachov\u00e1v\u00e1te plnou kontrolu a nejste v\u00e1z\u00e1ni na extern\u00ed infrastrukturu.<\/li>\n<li><strong>Lze m\u00edstn\u00ed modely tr\u00e9novat individu\u00e1ln\u011b?<\/strong><br \/>\nVe skute\u010dnosti je to jedna z nejd\u016fle\u017eit\u011bj\u0161\u00edch v\u00fdhod. Pomoc\u00ed technik, jako je LoRA nebo jemn\u00e9 dolad\u011bn\u00ed, lze modely p\u0159izp\u016fsobit vlastn\u00edmu obsahu, proces\u016fm nebo dokument\u016fm spole\u010dnosti. Vznik\u00e1 tak osobn\u00ed znalostn\u00ed b\u00e1ze, kter\u00e1 se pou\u017e\u00edv\u00e1 a rozv\u00edj\u00ed v\u00fdhradn\u011b intern\u011b, ani\u017e by citliv\u00e1 data opou\u0161t\u011bla firmu.<\/li>\n<li><strong>Jak\u00e9 jsou kvalitativn\u00ed rozd\u00edly mezi sou\u010dasn\u00fdmi m\u00edstn\u00edmi modely?<\/strong><br \/>\nKa\u017ed\u00fd model m\u00e1 sv\u016fj vlastn\u00ed charakter. Llama 3 je velmi p\u0159esn\u00e1 a vyv\u00e1\u017een\u00e1, Gemma je kreativn\u00ed a jazykov\u011b bezprobl\u00e9mov\u00e1, Phi-3 p\u0159ekvapuje svou efektivitou a inteligenc\u00ed, zat\u00edmco Mistral a Qwen jsou obzvl\u00e1\u0161t\u011b analytick\u00e9. Toto bohatstv\u00ed variant umo\u017e\u0148uje vybrat si ten spr\u00e1vn\u00fd model pro vlastn\u00ed pot\u0159eby a flexibiln\u011b p\u0159ep\u00ednat, kdy\u017e to \u00fakol vy\u017eaduje.<\/li>\n<li><strong>Mohou lok\u00e1ln\u00ed modely tak\u00e9 generovat obr\u00e1zky?<\/strong><br \/>\nAno, n\u00e1stroje jako OpenWebUI lze pou\u017e\u00edt ke spu\u0161t\u011bn\u00ed gener\u00e1tor\u016f obr\u00e1zk\u016f, jako je Stable Diffusion, zcela lok\u00e1ln\u011b. V\u00fdsledky z\u00e1vis\u00ed na dostupn\u00e9m hardwaru, ale solidn\u00ed obrazy lze generovat i se st\u0159edn\u011b velk\u00fdmi prost\u0159edky. V\u00fdhoda z\u016fst\u00e1v\u00e1 stejn\u00e1: \u017e\u00e1dn\u00e1 data se neodes\u00edlaj\u00ed do extern\u00edch slu\u017eeb.<\/li>\n<li><strong>Pro koho je p\u0159echod na m\u00edstn\u00ed UI obzvl\u00e1\u0161t\u011b u\u017eite\u010dn\u00fd?<\/strong><br \/>\nM\u00edstn\u00ed um\u011bl\u00e1 inteligence je ide\u00e1ln\u00ed pro u\u017eivatele, kte\u0159\u00ed cht\u011bj\u00ed pracovat s jistotou a samostatn\u011b. Pat\u0159\u00ed sem auto\u0159i, v\u00fdvoj\u00e1\u0159i, v\u00fdzkumn\u00edci, podnikatel\u00e9 a v\u0161ichni, kdo pracuj\u00ed s citliv\u00fdmi informacemi nebo cht\u011bj\u00ed za\u017e\u00edt tv\u016fr\u010d\u00ed procesy bez filtr\u016f. Ka\u017ed\u00fd, kdo si cen\u00ed kontroly, ochrany dat a svobody, najde v lok\u00e1ln\u00edch modelech to spr\u00e1vn\u00e9 \u0159e\u0161en\u00ed a znovu z\u00edsk\u00e1 pracovn\u00ed prost\u0159ed\u00ed, kter\u00e9 v cloudu ji\u017e neexistuje.<\/li>\n<\/ol>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-448 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-448 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Aktu\u00e1ln\u00ed \u010dl\u00e1nky o um\u011bn\u00ed a kultu\u0159e<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-448\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"cancel culture im westen: sport, universit\u00e4ten, milit\u00e4r und eu-sanktionen analysiert\" data-id=\"5009\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/zrusit-kulturu-na-zapade-sportovni-univerzity-vojenske-a-eu-sankce-analyzovany\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Zru\u0161it kulturu na Z\u00e1pad\u011b: anal\u00fdza sportu, univerzit, arm\u00e1dy a sankc\u00ed EU<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Zru\u0161it kulturu na Z\u00e1pad\u011b\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/zrusit-kulturu-na-zapade-sportovni-univerzity-vojenske-a-eu-sankce-analyzovany\/\" rel=\"bookmark\">Zru\u0161it kulturu na Z\u00e1pad\u011b: anal\u00fdza sportu, univerzit, arm\u00e1dy a sankc\u00ed EU<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"warum dieter bohlen spricht, wenn andere schweigen: ein portr\u00e4t \u00fcber flei\u00df und klarheit\" data-id=\"3744\"  data-category=\"allgemein gesellschaft kunst &amp; 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geschichte, herkunft und gegenwart eines vergessenen volkes\" data-id=\"4154\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"europa geopolitik krisen meinungsfreiheit\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/12\/krymsti-tatari-historie-puvod-a-soucasnost-zapomenuteho-naroda\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Krym\u0161t\u00ed Tata\u0159i - historie, p\u016fvod a sou\u010dasnost zapomenut\u00e9ho n\u00e1roda<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Krymsko-tatarsk\u00e1 step\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/12\/krymsti-tatari-historie-puvod-a-soucasnost-zapomenuteho-naroda\/\" rel=\"bookmark\">Krym\u0161t\u00ed Tata\u0159i - historie, p\u016fvod a sou\u010dasnost zapomenut\u00e9ho n\u00e1roda<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>","protected":false},"excerpt":{"rendered":"<p>Als die gro\u00dfen Sprachmodelle vor einigen Jahren ihren Siegeszug antraten, wirkten sie fast wie eine R\u00fcckkehr zu alten Tugenden der Technik: Ein Werkzeug, das tut, was man ihm sagt. Ein Werkzeug, das dem Anwender dient, nicht umgekehrt. Die ersten Versionen &#8211; von GPT-3 bis GPT-4 &#8211; hatten Schw\u00e4chen, ja, aber sie waren erstaunlich hilfreich. Sie &#8230; <a title=\"Krym\u0161t\u00ed Tata\u0159i - historie, p\u016fvod a sou\u010dasnost zapomenut\u00e9ho n\u00e1roda\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/12\/krymsti-tatari-historie-puvod-a-soucasnost-zapomenuteho-naroda\/\" aria-label=\"\u010c\u00edst v\u00edce o Krym\u0161t\u00ed Tata\u0159i - historie, p\u016fvod a sou\u010dasnost zapomenut\u00e9ho n\u00e1roda\">\u010c\u00edst d\u00e1l<\/a><\/p>","protected":false},"author":1,"featured_media":3927,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":110,"footnotes":""},"categories":[431,15,147],"tags":[469,473,471,435,433,476,437,465,453,432,434],"class_list":["post-3887","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ki-systeme","category-apple-macos","category-hardware","tag-datenschutz","tag-digitales-eigentum","tag-kuenstliche-intelligenz","tag-llama","tag-llm","tag-meinungsfreiheit","tag-mistral","tag-mlx","tag-neo4j","tag-ollama","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/3887","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/comments?post=3887"}],"version-history":[{"count":11,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/3887\/revisions"}],"predecessor-version":[{"id":5848,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/3887\/revisions\/5848"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media\/3927"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media?parent=3887"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/categories?post=3887"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/tags?post=3887"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}