{"id":4402,"date":"2026-01-14T06:35:57","date_gmt":"2026-01-14T06:35:57","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=4402"},"modified":"2026-05-09T16:58:33","modified_gmt":"2026-05-09T16:58:33","slug":"umela-inteligence-bez-humbuku-proc-mene-nastroju-ki-casto-znamena-lepsi-praci","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/cs\/2026\/01\/umela-inteligence-bez-humbuku-proc-mene-nastroju-ki-casto-znamena-lepsi-praci\/","title":{"rendered":"Um\u011bl\u00e1 inteligence bez humbuku: pro\u010d m\u00e9n\u011b n\u00e1stroj\u016f AI \u010dasto znamen\u00e1 lep\u0161\u00ed pr\u00e1ci"},"content":{"rendered":"<p>Ka\u017ed\u00fd, kdo se dnes zab\u00fdv\u00e1 t\u00e9matem um\u011bl\u00e9 inteligence, se t\u00e9m\u011b\u0159 nevyhnuteln\u011b setk\u00e1v\u00e1 se zvl\u00e1\u0161tn\u00edm pocitem: neust\u00e1l\u00fdm neklidem. Sotva si zvyknete na jeden n\u00e1stroj, objev\u00ed se deset dal\u0161\u00edch. Na YouTube n\u00e1sleduje jedno video za druh\u00fdm: <em>\u201eTento n\u00e1stroj AI m\u011bn\u00ed v\u0161e\u201c<\/em>, <em>\u201eTohle mus\u00edte bezpodm\u00edne\u010dn\u011b pou\u017e\u00edt hned\u201c<\/em>, <em>\u201eKdo chyb\u00ed, z\u016fst\u00e1v\u00e1 pozadu\u201c<\/em>. A poka\u017ed\u00e9 podprahov\u011b zazn\u00ed stejn\u00e9 poselstv\u00ed: Je pozd\u011b. Ostatn\u00ed jsou d\u00e1l. Mus\u00edte je dohnat.<\/p>\n<p>To se net\u00fdk\u00e1 jen lid\u00ed z IT. Tlak poci\u0165uj\u00ed i osoby samostatn\u011b v\u00fdd\u011ble\u010dn\u011b \u010dinn\u00e9, kreativn\u00ed profesion\u00e1lov\u00e9, podnikatel\u00e9 a b\u011b\u017en\u00ed zam\u011bstnanci. Mnoz\u00ed ani p\u0159esn\u011b nev\u011bd\u00ed, co tyto n\u00e1stroje vlastn\u011b d\u011blaj\u00ed - ale maj\u00ed pocit, \u017ee by mohli o n\u011bco p\u0159ij\u00edt. A to je p\u0159esn\u011b to, co zp\u016fsobuje stres.<!--more--><\/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-171 { --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-171 { --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-171\" 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=\"ki-studio 2025: welche hardware wirklich lohnt &#8211; vom mac studio bis zur rtx 3090\" data-id=\"3704\"  data-category=\"apple macos featured hardware ki-systeme\" data-post_tag=\"apple digitales eigentum k\u00fcnstliche intelligenz llm mlx neo4j 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\/11\/ki-studio-2025-ktery-hardware-se-opravdu-vyplati-z-mac-studia-na-rtx-3090\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">AI Studio 2025: Kter\u00fd hardware se opravdu vyplat\u00ed - od Mac Studia po RTX 3090<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Hardware 2025 pro studio AI\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-18x12.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\/ki-studio-2025-ktery-hardware-se-opravdu-vyplati-z-mac-studia-na-rtx-3090\/\" rel=\"bookmark\">AI Studio 2025: Kter\u00fd hardware se opravdu vyplat\u00ed - od Mac Studia po RTX 3090<\/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 k\u00fcnstliche intelligenz die softwareentwicklung und filemaker ver\u00e4ndert\" data-id=\"6029\"  data-category=\"apple iphone &amp; ipad apple macos filemaker &amp; erp ki-systeme\" data-post_tag=\"datenbanken datenlogik denkmodelle erp-software filemaker gfm-business k\u00fcnstliche intelligenz llm 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\/05\/jak-umela-inteligence-meni-vyvoj-softwaru-a-filemaker\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jak um\u011bl\u00e1 inteligence m\u011bn\u00ed v\u00fdvoj softwaru a FileMaker<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"682\" class=\"attachment-full size-full\" alt=\"V\u00fdvoj um\u011bl\u00e9 inteligence p\u0159i v\u00fdvoji datab\u00e1z\u00ed FileMaker\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-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\/05\/jak-umela-inteligence-meni-vyvoj-softwaru-a-filemaker\/\" rel=\"bookmark\">Jak um\u011bl\u00e1 inteligence m\u011bn\u00ed v\u00fdvoj softwaru a FileMaker<\/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\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"digitales eigentum erkl\u00e4rt &#8211; so entstehen nachhaltige online-verm\u00f6genswerte\" data-id=\"4766\"  data-category=\"allgemein b\u00fccher featured gesellschaft ki-systeme\" data-post_tag=\"buch datenbanken denkmodelle digitales eigentum erp-software k\u00fcnstliche intelligenz prozesse publishing\">\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\/digitalni-majetek-vysvetlil-jak-se-vytvareji-udrzitelne-online-aktiva\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Vysv\u011btlen\u00ed digit\u00e1ln\u00edho vlastnictv\u00ed - Jak se vytv\u00e1\u0159ej\u00ed udr\u017eiteln\u00e9 online aktiva<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Co je digit\u00e1ln\u00ed vlastnictv\u00ed\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitales-Eigentum.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitales-Eigentum.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitales-Eigentum-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitales-Eigentum-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitales-Eigentum-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\/digitalni-majetek-vysvetlil-jak-se-vytvareji-udrzitelne-online-aktiva\/\" rel=\"bookmark\">Vysv\u011btlen\u00ed digit\u00e1ln\u00edho vlastnictv\u00ed - Jak se vytv\u00e1\u0159ej\u00ed udr\u017eiteln\u00e9 online aktiva<\/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>Aktu\u00e1ln\u00ed zpr\u00e1vy k t\u00e9matu<\/h2>\n<p><strong>09.05.2026<\/strong>Nov\u00e1 prezentace technologick\u00e9ho analytika Philippa \u201ePipa\u201c Kl\u00f6cknera ve spole\u010dnosti OMR p\u016fsobiv\u011b ukazuje, jak daleko se odv\u011btv\u00ed um\u011bl\u00e9 inteligence posunulo od pouh\u00e9ho humbuku. M\u00edsto futuristick\u00fdch sn\u016f se st\u00e1le v\u00edce zam\u011b\u0159uje na tvrdou realitu: gigantick\u00e9 miliardov\u00e9 investice do datov\u00fdch center, rostouc\u00ed energetick\u00e9 n\u00e1roky syst\u00e9m\u016f AI a ot\u00e1zku, kter\u00e9 obchodn\u00ed modely z\u016fstanou dlouhodob\u011b \u017eivotaschopn\u00e9. Zvl\u00e1\u0161t\u011b vzru\u0161uj\u00edc\u00ed je Kl\u00f6cknerovo hodnocen\u00ed, \u017ee trh p\u0159ech\u00e1z\u00ed z vrcholu hypeu kolem AI do mnohem kriti\u010dt\u011bj\u0161\u00ed f\u00e1ze. Zat\u00edmco OpenAI, Anthropic, Google a dal\u0161\u00ed spole\u010dnosti bojuj\u00ed o pod\u00edl na trhu, mnoho tradi\u010dn\u00edch znalostn\u00edch a administrativn\u00edch pracovn\u00edch m\u00edst se tak\u00e9 dost\u00e1v\u00e1 pod tlak.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_YNavwk7qk24\"><div id=\"lyte_YNavwk7qk24\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FYNavwk7qk24%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\/YNavwk7qk24\" 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%2FYNavwk7qk24%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 \/>\nZa hranicemi humbuk\u016f kolem um\u011bl\u00e9 inteligence: Jak si skute\u010dn\u011b stoj\u00edme a co n\u00e1s \u010dek\u00e1 | <a href=\"https:\/\/www.youtube.com\/@officially_omr\" target=\"_blank\" rel=\"nofollow noopener\">OMR<\/a><\/p>\n<p>Z\u00e1rove\u0148 je z\u0159ejm\u00e9, \u017ee Evropa v mezin\u00e1rodn\u00edm z\u00e1vod\u011b o um\u011blou inteligenci nar\u00e1\u017e\u00ed na sv\u00e9 limity, zejm\u00e9na v oblasti energetiky, infrastruktury a regulace. Prezentace tak poskytuje neobvykle st\u0159\u00edzliv\u00fd pohled na sou\u010dasnou situaci v odv\u011btv\u00ed UI - bez stra\u0161en\u00ed, ale tak\u00e9 bez p\u0159ehnan\u00e9 euforie mnoha marketingov\u00fdch prezentac\u00ed.<\/p>\n<hr \/>\n<p>Je zaj\u00edmav\u00e9, \u017ee i tam, kde se lid\u00e9 profesion\u00e1ln\u011b zab\u00fdvaj\u00ed softwarem, panuje velk\u00e1 nejistota. Na konferenc\u00edch, v rozhovorech a o p\u0159est\u00e1vk\u00e1ch sly\u0161\u00edte st\u00e1le stejn\u00e9 fr\u00e1ze: <em>\u201eV\u0161echno se d\u011bje tak rychle\u201c<\/em>, <em>\u201eNem\u016f\u017ee\u0161 to v\u0161echno st\u00edhat\u201c<\/em>, <em>\u201eVlastn\u011b by se to m\u011blo \u0159e\u0161it, ale...\u201c<\/em>. N\u011bkte\u0159\u00ed zb\u011bsile naskakuj\u00ed na ka\u017edou vlnu. Jin\u00ed rezignuj\u00ed a zat\u00edm ned\u011blaj\u00ed v\u016fbec nic.<\/p>\n<p>Oboj\u00ed je pochopiteln\u00e9. Proto\u017ee tempo je skute\u010dn\u011b rychl\u00e9. A ano, v\u00fdvoj je p\u016fsobiv\u00fd. Ale z\u00e1sadn\u00ed ot\u00e1zka je kladena p\u0159ekvapiv\u011b z\u0159\u00eddka: Pot\u0159ebuji to opravdu - pro svou pr\u00e1ci, sv\u016fj ka\u017edodenn\u00ed \u017eivot, sv\u016fj zp\u016fsob my\u0161len\u00ed?<\/p>\n<p>M\u00edsto toho je tu jak\u00fdsi neust\u00e1l\u00fd \u0161um. Nov\u00e9 n\u00e1stroje, nov\u00e1 rozhran\u00ed, nov\u00e9 sliby. A ka\u017ed\u00fd, kdo se sna\u017e\u00ed m\u00edt o v\u0161em p\u0159ehled, rychle zjist\u00ed, \u017ee skute\u010dn\u00fdm probl\u00e9mem nen\u00ed nedostatek technologi\u00ed, ale nedostatek orientace. Lid\u00e9 si d\u0159\u00edve kladli ot\u00e1zku:<\/p>\n<blockquote><p>Jak se mi pracuje dob\u0159e?<\/p><\/blockquote>\n<p>Dnes se mnoho lid\u00ed pt\u00e1 jako prvn\u00ed:<\/p>\n<blockquote><p>Jak\u00fd n\u00e1stroj pot\u0159ebuji?<\/p><\/blockquote>\n<p>Zde za\u010d\u00edn\u00e1 nedorozum\u011bn\u00ed.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4404 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl.jpg\" alt=\"Na v\u00fdb\u011br je mnoho n\u00e1stroj\u016f um\u011bl\u00e9 inteligence\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>N\u00e1stroje nenahrazuj\u00ed zp\u016fsob pr\u00e1ce - pouze jej posiluj\u00ed.<\/h2>\n<p>N\u00e1stroj nen\u00ed nikdy neutr\u00e1ln\u00ed. Posiluje to, co u\u017e tu je. Pokud pracujete jasn\u011b, pracujete s dobr\u00fdm n\u00e1strojem je\u0161t\u011b jasn\u011bji. Ti, kte\u0159\u00ed pracuj\u00ed nestrukturovan\u011b, se s v\u00fdkonn\u00fdmi n\u00e1stroji st\u00e1vaj\u00ed nestrukturovan\u00fdmi jen rychleji. Tak tomu bylo v\u017edycky. V\u00fdkonn\u00fd textov\u00fd editor ned\u011bl\u00e1 z n\u011bkoho automaticky dobr\u00e9ho autora. Profesion\u00e1ln\u00ed fotoapar\u00e1t nenahrad\u00ed cit pro kompozici obrazu. A tabulkov\u00fd procesor nevede automaticky k \u010dist\u00fdm rozhodnut\u00edm. N\u00e1stroje jsou zesilova\u010de, ne zachr\u00e1nci.<\/p>\n<p>Um\u011bl\u00e1 inteligence nen\u00ed jin\u00e1 - naopak. Um\u011bl\u00e1 inteligence m\u016f\u017ee urychlit chyby v my\u0161len\u00ed, zakr\u00fdt nejistoty a elegantn\u011b zakr\u00fdt nejasnosti. Pokud nev\u00edte, co vlastn\u011b chcete, dostanete odpov\u011bdi, ale bez sm\u011bru. Pokud nezn\u00e1te sv\u016fj vlastn\u00ed postup, rychle se ztrat\u00edte v metod\u011b pokus\u016f a omyl\u016f.<\/p>\n<p>Existuje je\u0161t\u011b jeden bod, kter\u00fd mnoho lid\u00ed podce\u0148uje: Ka\u017ed\u00fd nov\u00fd n\u00e1stroj vy\u017eaduje pozornost. Mus\u00edte mu porozum\u011bt, nastavit ho a otestovat. N\u011bco nefunguje podle o\u010dek\u00e1v\u00e1n\u00ed. N\u011bco zcela nezapad\u00e1 do va\u0161eho vlastn\u00edho procesu. Pak za\u010d\u00edn\u00e1 p\u0159izp\u016fsobov\u00e1n\u00ed, konverze a op\u011btovn\u00e9 nastavov\u00e1n\u00ed. To v\u0161e vy\u017eaduje \u010das - a p\u0159edev\u0161\u00edm soust\u0159ed\u011bn\u00ed.<\/p>\n<p>V minulosti bylo samoz\u0159ejmost\u00ed nejprve vyvinout zp\u016fsob pr\u00e1ce. Um\u011bli jste p\u0159em\u00fd\u0161let, pl\u00e1novat, ps\u00e1t nebo se rozhodovat. N\u00e1stroje byly tomuto procesu pod\u0159\u00edzeny. Dnes je to \u010dasto naopak: proces se p\u0159izp\u016fsobuje n\u00e1stroji. Ne proto, \u017ee by byl lep\u0161\u00ed - ale proto, \u017ee tam prost\u011b je.<\/p>\n<p>Pr\u00e1v\u011b to je j\u00e1dro probl\u00e9mu. Ne p\u0159\u00edli\u0161 m\u00e1lo um\u011bl\u00e9 inteligence, ale p\u0159\u00edli\u0161 m\u00e1lo jasn\u00fdch informac\u00ed o tom, jak vlastn\u011b chcete pracovat. UI m\u016f\u017ee pomoci strukturovat my\u0161lenky, kontrolovat n\u00e1pady nebo zp\u0159es\u0148ovat texty. Nem\u016f\u017ee v\u0161ak nahradit vnit\u0159n\u00ed organizaci. Nem\u016f\u017ee ani sejmout odpov\u011bdnost.<\/p>\n<p>Pokud se s t\u00edm sm\u00ed\u0159\u00edte, automaticky zaujmete klidn\u011bj\u0161\u00ed postoj. Pak nebudete muset testovat ka\u017ed\u00fd nov\u00fd n\u00e1stroj. Pak m\u016f\u017eete v\u011bdom\u011b nechat v\u011bci le\u017eet ladem. Pak se z technick\u00e9 hektiky stane op\u011bt sk\u0159\u00ed\u0148ka s n\u00e1\u0159ad\u00edm - s n\u011bkolika m\u00e1lo, ale zn\u00e1m\u00fdmi n\u00e1stroji.<br \/>\nA pr\u00e1v\u011b proto nepot\u0159ebuji 20 n\u00e1stroj\u016f um\u011bl\u00e9 inteligence. Ne proto, \u017ee by byly \u0161patn\u00e9. Ale proto, \u017ee dobr\u00e1 pr\u00e1ce m\u00e1lokdy vych\u00e1z\u00ed z kvantity, ale z vhodnosti.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_2ObdIUfjdpA\"><div id=\"lyte_2ObdIUfjdpA\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2F2ObdIUfjdpA%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\/2ObdIUfjdpA\" 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%2F2ObdIUfjdpA%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 \/>\nPodcast: Kritick\u00fd pohled na AI a LLM s Lucasem Dohmenem | <a href=\"https:\/\/www.youtube.com\/@EberhardWolff\/\" target=\"_blank\" rel=\"nofollow noopener\">Eberhard Wolff<\/a><\/p>\n<h2>Moje realita: M\u00e1lo n\u00e1stroj\u016f, jasn\u00fd c\u00edl<\/h2>\n<p>Kdy\u017e mluv\u00edm o um\u011bl\u00e9 inteligenci, nen\u00ed to z teoretick\u00e9ho hlediska, ale z hlediska m\u00e9 b\u011b\u017en\u00e9 ka\u017edodenn\u00ed pr\u00e1ce. Nesed\u00edm cel\u00fd den u testov\u00e1n\u00ed nov\u00fdch n\u00e1stroj\u016f. Tak\u00e9 nesb\u00edr\u00e1m sn\u00edmky obrazovek rozhran\u00ed jen proto, abych mohl \u0159\u00edct, \u017ee jsem \u201evid\u011bl v\u0161echno\u201c. Pracuji - a o ka\u017ed\u00e9m n\u00e1stroji si kladu docela st\u0159\u00edzliv\u00e9 ot\u00e1zky:<\/p>\n<blockquote><p>Pom\u00e1h\u00e1 mi to pr\u00e1v\u011b te\u010f, nebo m\u011b to brzd\u00ed?<\/p><\/blockquote>\n<p>Ve skute\u010dnosti pravideln\u011b pou\u017e\u00edv\u00e1m jen velmi m\u00e1lo n\u00e1stroj\u016f um\u011bl\u00e9 inteligence. Ne z principu, ale ze zku\u0161enosti. Kl\u00ed\u010dov\u00fdm n\u00e1strojem je pro m\u011b ChatGPT. Ne jako v\u011b\u0161t\u00edrna, ne jako n\u00e1hrada my\u0161len\u00ed, ale jako sparingpartner. Pou\u017e\u00edv\u00e1m ho k t\u0159\u00edben\u00ed my\u0161lenek, strukturov\u00e1n\u00ed text\u016f, kontrole protiargument\u016f nebo k \u00fastupu, pokud jsem se do t\u00e9matu s\u00e1m p\u0159\u00edli\u0161 pono\u0159il. Nenahrazuje rozhodnut\u00ed, ale pom\u00e1h\u00e1 vid\u011bt rozhodnut\u00ed jasn\u011bji.<\/p>\n<p>Pou\u017e\u00edv\u00e1m tak\u00e9 obrazovou um\u011blou inteligenci z prost\u0159ed\u00ed Adobe. Ne proto, \u017ee je \u201enejlep\u0161\u00ed\u201c nebo \u017ee um\u00ed v\u0161echno, ale proto\u017ee dob\u0159e zapad\u00e1 do m\u00e9ho st\u00e1vaj\u00edc\u00edho pracovn\u00edho procesu. Referen\u010dn\u00ed obr\u00e1zky, kontrolovateln\u00e9 v\u00fdsledky, prost\u0159ed\u00ed, kter\u00e9 zn\u00e1m. Tot\u00e9\u017e plat\u00ed i zde: neo\u010dek\u00e1v\u00e1m z\u00e1zraky. O\u010dek\u00e1v\u00e1m spolehlivost. Pokud n\u00e1stroj poskytuje p\u0159esn\u011b toto, \u010dasto to sta\u010d\u00ed.<\/p>\n<h3>M\u00edstn\u00ed um\u011bl\u00e1 inteligence jako nez\u00e1visl\u00e1 mo\u017enost<\/h3>\n<p>A pak je tu ot\u00e1zka m\u00edstn\u00ed um\u011bl\u00e9 inteligence. Pro m\u011b to nen\u00ed dogma ani statusov\u00fd symbol. Je to mo\u017enost. Mo\u017enost pracovat samostatn\u011b a zkou\u0161et v\u011bci, ani\u017e bychom museli neust\u00e1le p\u0159em\u00fd\u0161let o cloudov\u00fdch slu\u017eb\u00e1ch nebo obchodn\u00edch modelech. Plat\u00ed zde ale tot\u00e9\u017e: pou\u017e\u00edv\u00e1m ji tam, kde to d\u00e1v\u00e1 smysl - ne proto, \u017ee je to technicky p\u0159ita\u017eliv\u00e9.<\/p>\n<p>Co maj\u00ed v\u0161echny tyto n\u00e1stroje spole\u010dn\u00e9ho: Jsou pod\u0159\u00edzeny m\u00e9mu zp\u016fsobu pr\u00e1ce. Ne naopak. Nep\u0159izp\u016fsobuji sv\u00e9 my\u0161len\u00ed n\u00e1stroji. P\u0159izp\u016fsobuji n\u00e1stroj sv\u00e9mu zp\u016fsobu pr\u00e1ce. A pr\u00e1v\u011b proto mnoh\u00e9 z nich nepot\u0159ebuji. D\u00e1v\u00e1m p\u0159ednost jednomu n\u00e1stroji, kter\u00fd dob\u0159e zn\u00e1m, p\u0159ed p\u011bti, kter\u00e9 toho teoreticky um\u00ed v\u00edc, ale v praxi vy\u017eaduj\u00ed neust\u00e1lou pozornost.<\/p>\n<h2>Pro\u010d se bez mnoha v\u011bc\u00ed v\u011bdom\u011b obejdu<\/h2>\n<p>Samoz\u0159ejm\u011b, \u017ee vid\u00edm, co se d\u011bje. Nap\u0159\u00edklad Claude je pova\u017eov\u00e1n za mimo\u0159\u00e1dn\u011b siln\u00e9ho, zejm\u00e9na pokud jde o programov\u00e1n\u00ed nebo slo\u017eit\u00e9 anal\u00fdzy. To v\u0161echno m\u016f\u017ee b\u00fdt pravda. A pravd\u011bpodobn\u011b je to tak\u00e9 velmi dobr\u00fd n\u00e1stroj. Ale n\u00e1stroj nen\u00ed u\u017eite\u010dn\u00fd jen proto, \u017ee je siln\u00fd. Mus\u00ed se hodit do va\u0161eho ka\u017edodenn\u00edho \u017eivota.<\/p>\n<p>\u010cas je omezen\u00fd. Pozornost je omezen\u00e1. A ka\u017ed\u00fd nov\u00fd software s sebou nese k\u0159ivku u\u010den\u00ed - i kdy\u017e je dob\u0159e ud\u011blan\u00fd. Mus\u00edm se s n\u00edm sezn\u00e1mit, porovn\u00e1vat, zkou\u0161et. Mus\u00edm zjistit, kde jsou siln\u00e9 str\u00e1nky a kde limity. To nen\u00ed nic negativn\u00edho, ale je to \u00fasil\u00ed. A toto \u00fasil\u00ed nen\u00ed v\u017edy \u00fam\u011brn\u00e9 p\u0159\u00ednosu.<\/p>\n<p>Podobn\u00e1 situace je i u mnoha syst\u00e9m\u016f um\u011bl\u00e9 inteligence videa a obrazu. V\u00fdsledky jsou n\u011bkdy p\u016fsobiv\u00e9, o tom nen\u00ed pochyb. M\u016f\u017eete vid\u011bt v\u011bci, kter\u00e9 by je\u0161t\u011b p\u0159ed n\u011bkolika lety byly nemysliteln\u00e9. Ale i zde si kladu jednoduchou ot\u00e1zku: Pot\u0159ebuji to k tomu, co pr\u00e1v\u011b d\u011bl\u00e1m? V m\u00e9m p\u0159\u00edpad\u011b je odpov\u011b\u010f \u010dasto: ani ne. Ne proto, \u017ee by to bylo \u0161patn\u00e9 - ale proto, \u017ee se na to nezam\u011b\u0159uji.<\/p>\n<p>Mysl\u00edm, \u017ee je chybou j\u00edt p\u0159\u00edli\u0161 daleko a posuzovat v\u011bci, kter\u00e9 sami intenzivn\u011b nepou\u017e\u00edv\u00e1te. Proto zcela z\u00e1m\u011brn\u011b \u0159\u00edk\u00e1m: mnoh\u00e9 z t\u011bchto n\u00e1stroj\u016f maj\u00ed sv\u00e9 opodstatn\u011bn\u00ed. Pro jin\u00e9 zp\u016fsoby pr\u00e1ce, jin\u00e9 profese, jin\u00e9 c\u00edle. Ale nejsou automaticky u\u017eite\u010dn\u00e9 pro ka\u017ed\u00e9ho.<\/p>\n<p>D\u0159\u00edve bylo norm\u00e1ln\u00ed se specializovat. Nemohli jste d\u011blat v\u0161echno dob\u0159e najednou. Dnes prost\u0159ed\u00ed n\u00e1stroj\u016f napov\u00edd\u00e1, \u017ee mus\u00edte d\u011blat v\u0161echno najednou. Ale pr\u00e1v\u011b to vede k tomu, \u017ee mnoho lid\u00ed je sice zanepr\u00e1zdn\u011bn\u00fdch, ale ve skute\u010dnosti nedosahuj\u00ed \u017e\u00e1dn\u00e9ho pokroku.<br \/>\nNez\u0159\u00edk\u00e1m se z odm\u00edtnut\u00ed. Z\u0159\u00edk\u00e1m se z jasnosti. A tato jasnost nepoch\u00e1z\u00ed z technologie, ale ze zku\u0161enosti. Z pozn\u00e1n\u00ed, jak pracuji - a jak nepracuji. V\u0161echno ostatn\u00ed je nakonec jen \u0161um.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4406 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug.jpg\" alt=\"Pou\u017eit\u00ed jednoho nebo n\u011bkolika n\u00e1stroj\u016f\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Skute\u010dn\u00fdm nedostatkem nen\u00ed technologie, ale zam\u011b\u0159en\u00ed.<\/h2>\n<p>Kdy\u017e se pod\u00edv\u00e1te na v\u0161echny nov\u00e9 n\u00e1stroje um\u011bl\u00e9 inteligence, m\u016f\u017eete si myslet, \u017ee nejv\u011bt\u0161\u00edm probl\u00e9mem dne\u0161n\u00ed doby je nedostatek mo\u017enost\u00ed. Ve skute\u010dnosti je opak pravdou. M\u00e1me v\u00edce mo\u017enost\u00ed ne\u017e kdykoli p\u0159edt\u00edm - a to je pr\u00e1v\u011b ten probl\u00e9m.<\/p>\n<p>\u010cas je omezen\u00fd. A pozornost je\u0161t\u011b v\u00edce. Ka\u017ed\u00e1 nov\u00e1 slu\u017eba, ka\u017ed\u00fd nov\u00fd n\u00e1stroj, ka\u017ed\u00e9 nov\u00e9 rozhran\u00ed si ho trochu \u017e\u00e1d\u00e1. Mus\u00edte se p\u0159ihl\u00e1sit, zorientovat, pochopit, vyzkou\u0161et. I kdy\u017e se v\u0161e poda\u0159\u00ed, jedna v\u011bc z\u016fst\u00e1v\u00e1 v\u017edy stejn\u00e1: va\u0161e hlava je zase n\u011bkde jinde.<\/p>\n<p>Soust\u0159ed\u011bn\u00ed b\u00fdvalo klidn\u00fdm stavem. \u010clov\u011bk si sedl k n\u011bjak\u00e9mu \u00fakolu a pracoval na n\u011bm. Dnes je soust\u0159ed\u011bn\u00ed n\u011bco, co je t\u0159eba aktivn\u011b br\u00e1nit. P\u0159ed ozn\u00e1men\u00edmi, p\u0159ed novinkami - a tak\u00e9 p\u0159ed neust\u00e1l\u00fdm poku\u0161en\u00edm vyzkou\u0161et dal\u0161\u00ed n\u00e1stroj, kter\u00fd m\u00e1 v\u0161e usnadnit.<\/p>\n<p>Um\u011bl\u00e1 inteligence tento probl\u00e9m je\u0161t\u011b zhor\u0161uje, pokud si ned\u00e1me pozor. Um\u011bl\u00e1 inteligence toti\u017e nen\u00ed jen n\u00e1strojem, ale i p\u0159\u00edslibem. Nazna\u010duje, \u017ee byste mohli pracovat rychleji, l\u00e9pe a efektivn\u011bji - pokud ov\u0161em pou\u017eijete spr\u00e1vn\u00fd syst\u00e9m. Toto \u201ekdyby\u201c se v\u0161ak m\u00e1lokdy realizuje. M\u00edsto toho n\u00e1sleduje kolob\u011bh pokus\u016f a omyl\u016f, porovn\u00e1v\u00e1n\u00ed a odm\u00edt\u00e1n\u00ed.<\/p>\n<p>Pravda je nep\u0159\u00edjemn\u011bj\u0161\u00ed: produktivita neplyne z maximalizace vyu\u017eit\u00ed n\u00e1stroj\u016f, ale z minimalizace t\u0159en\u00ed. \u010c\u00edm m\u00e9n\u011b mus\u00edte myslet na n\u00e1stroje, t\u00edm v\u00edce energie m\u00e1te na obsah, rozhodov\u00e1n\u00ed a skute\u010dnou pr\u00e1ci. Pokud mus\u00edte neust\u00e1le p\u0159enastavovat sv\u00e9 zam\u011b\u0159en\u00ed, nakonec ho ztrat\u00edte \u00fapln\u011b.<\/p>\n<p>Proto pro m\u011b nen\u00ed rozhoduj\u00edc\u00ed ot\u00e1zka: Co tento n\u00e1stroj um\u00ed?<\/p>\n<p>Ale sp\u00ed\u0161e: Co m\u011b to stoj\u00ed za pozornost?<\/p>\n<hr \/>\n<h3>Aktu\u00e1ln\u00ed pr\u016fzkum o pou\u017e\u00edv\u00e1n\u00ed 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=\"ee4028bdc2a9856e07a1fb58d7cbb853\" data-pid=\"4766\" 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=\"f418c46f29\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"10c1ca71aaa759cef8419b27c77f355e\" 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=\"158\" 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=\"32\" 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=\"31\" 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>M\u00edstn\u00ed um\u011bl\u00e1 inteligence: nez\u00e1vislost nam\u00edsto neust\u00e1l\u00e9ho posilov\u00e1n\u00ed zvuku<\/h2>\n<p>M\u00edstn\u00ed um\u011bl\u00e1 inteligence hraje v tomto kontextu zvl\u00e1\u0161tn\u00ed roli. Ne proto, \u017ee by byla \u201elep\u0161\u00ed\u201c ne\u017e cloudov\u00e1 \u0159e\u0161en\u00ed nebo \u017ee by byla technicky lep\u0161\u00ed, ale proto, \u017ee umo\u017e\u0148uje jin\u00fd zp\u016fsob pr\u00e1ce. Ti\u0161\u0161\u00ed. Kontrolovan\u011bj\u0161\u00ed. Bez neust\u00e1l\u00e9ho hluku na pozad\u00ed.<\/p>\n<h3>Pr\u00e1ce bez vn\u011bj\u0161\u00edch z\u00e1jm\u016f<\/h3>\n<p>Ka\u017ed\u00fd, kdo pracuje s m\u00edstn\u00ed um\u011blou inteligenc\u00ed, si rychle v\u0161imne rozd\u00edlu: neexistuje \u017e\u00e1dn\u00fd \u00fa\u010det, kter\u00fd by bylo t\u0159eba optimalizovat. \u017d\u00e1dn\u00e1 platforma, kter\u00e1 by analyzovala data o pou\u017e\u00edv\u00e1n\u00ed. \u017d\u00e1dn\u00fd nen\u00e1padn\u00fd tlak na \u010dast\u011bj\u0161\u00ed pou\u017e\u00edv\u00e1n\u00ed ur\u010dit\u00fdch funkc\u00ed. Spust\u00edte model, pracujete s n\u00edm - a zase ho vypnete. To je v\u0161e.<\/p>\n<p>Zn\u00ed to ban\u00e1ln\u011b, ale nen\u00ed. Proto\u017ee to m\u011bn\u00ed pocit z pr\u00e1ce. Um\u011bl\u00e1 inteligence se op\u011bt st\u00e1v\u00e1 t\u00edm, \u010d\u00edm by vlastn\u011b m\u011bla b\u00fdt: n\u00e1strojem. Ne slu\u017ebou, ne ekosyst\u00e9mem, ne st\u00e1lou nab\u00eddkou. Je to n\u011bco, co v\u011bdom\u011b pou\u017e\u00edv\u00e1te - nebo ne. Tento p\u0159\u00edstup dob\u0159e zapad\u00e1 do zp\u016fsobu pr\u00e1ce, kter\u00fd klade d\u016fraz na srozumitelnost a osobn\u00ed odpov\u011bdnost. Sami se rozhodnete, kdy budete pot\u0159ebovat podporu. A tak\u00e9 se rozhodujete, kdy ji nepot\u0159ebujete.<\/p>\n<h3>M\u00edstn\u00ed um\u011bl\u00e1 inteligence na vlastn\u00edm po\u010d\u00edta\u010di: za\u010d\u00edt m\u00edsto dogmatiky<\/h3>\n<p>Za\u010d\u00edt s m\u00edstn\u00ed um\u011blou inteligenc\u00ed nemus\u00ed b\u00fdt velk\u00fd projekt. Pokud jste zv\u011bdav\u00ed, m\u016f\u017eete z\u00edskat po\u010d\u00e1te\u010dn\u00ed zku\u0161enosti s p\u0159ijateln\u00fdm mno\u017estv\u00edm \u00fasil\u00ed. V sou\u010dasn\u00e9 dob\u011b je to p\u0159ekvapiv\u011b jednoduch\u00e9, zejm\u00e9na na po\u010d\u00edta\u010di Mac. V samostatn\u00e9m \u010dl\u00e1nku jsem popsal, jak <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/08\/local-ki-na-macu-takto-1tp12vytvoreni-jazykoveho-modelu-pomoci-ollama\/\"><strong>Ollama lok\u00e1ln\u011b na Macu installieren<\/strong><\/a> a lze je pou\u017e\u00edvat - ani\u017e by bylo nutn\u00e9 zab\u00edhat do technick\u00fdch detail\u016f.<\/p>\n<p>Je pro m\u011b d\u016fle\u017eit\u00e9, \u017ee to nen\u00ed v\u00fdzva k okam\u017eit\u00e9 zm\u011bn\u011b v\u0161eho. Je to v\u00fdzva k samostatn\u00e9mu vyzkou\u0161en\u00ed v\u011bc\u00ed. Bez z\u00e1vazk\u016f. Bez p\u0159edplatn\u00e9ho. Bez tlaku o\u010dek\u00e1v\u00e1n\u00ed. Ka\u017ed\u00fd, kdo si uv\u011bdom\u00ed, \u017ee to vyhovuje jeho vlastn\u00ed pr\u00e1ci, u toho z\u016fstane. Ti, kte\u0159\u00ed ne, si alespo\u0148 ud\u011blaj\u00ed jasno.<\/p>\n<h3>Pokud chcete j\u00edt hloub\u011bji: v\u011bdom\u011b vyb\u00edrejte hardware<\/h3>\n<p>Pro n\u011bkter\u00e9 z nich cesta pokra\u010duje. Ka\u017ed\u00fd, kdo pravideln\u011b pracuje s lok\u00e1ln\u00edmi modely, zpracov\u00e1v\u00e1 v\u011bt\u0161\u00ed souvislosti nebo chce prost\u011b pochopit, co je technicky mo\u017en\u00e9, nakonec dojde k ot\u00e1zce hardwaru. I zde plat\u00ed: ned\u011blejte v\u0161echno najednou, nesledujte slep\u011b humbuk.<\/p>\n<p>V m\u00e9m \u010dl\u00e1nku <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/11\/ki-studio-2025-ktery-hardware-se-opravdu-vyplati-z-mac-studia-na-rtx-3090\/\"><strong>\u201eAI Studio 2025 - kter\u00fd hardware se opravdu vyplat\u00ed\u201c<\/strong><\/a> P\u0159esn\u011b to jsem si za\u0159adil: Co m\u00e1 smysl, co je p\u0159ehnan\u00e9 a pro koho se vyplat\u00ed kter\u00fd p\u0159\u00edstup - od Mac Studia po dedikovan\u00e9 GPU. Ne jako doporu\u010den\u00ed k n\u00e1kupu, ale jako vod\u00edtko.<\/p>\n<p>Koneckonc\u016f pro hardware plat\u00ed stejn\u00e1 z\u00e1sada jako pro software: vy\u0161\u0161\u00ed v\u00fdkon nenahrad\u00ed jasn\u00fd c\u00edl. Pokud v\u00edte, k \u010demu syst\u00e9m pou\u017e\u00edv\u00e1te, budete se rozhodovat l\u00e9pe - a nakonec u\u0161et\u0159\u00edte \u010das, pen\u00edze i nervy.<\/p>\n<p>M\u00edstn\u00ed UI nen\u00ed kr\u00e9do. Je to zp\u016fsob, jak odd\u011blit pr\u00e1ci od neust\u00e1l\u00e9ho \u0161umu a vn\u011bj\u0161\u00ed logiky. Pro n\u011bkter\u00e9 je to rozhoduj\u00edc\u00ed v\u00fdhoda. Pro jin\u00e9 ne. Oboj\u00ed je v po\u0159\u00e1dku. D\u016fle\u017eit\u00e9 je ud\u011blat v\u011bdom\u00e9 rozhodnut\u00ed - m\u00edsto toho, abyste se nechali un\u00e1\u0161et.<\/p>\n<h2>Pro koho m\u016f\u017ee b\u00fdt mnoho n\u00e1stroj\u016f AI u\u017eite\u010dn\u00fdch<\/h2>\n<p>P\u0159i tom v\u0161em je d\u016fle\u017eit\u00e1 jedna v\u011bc: toto nen\u00ed v\u00fdzva proti rozmanitosti. Nen\u00ed to ani kritika v\u0161ech, kte\u0159\u00ed pracuj\u00ed s mnoha n\u00e1stroji um\u011bl\u00e9 inteligence. Naopak. Existuj\u00ed zp\u016fsoby pr\u00e1ce a profese, pro kter\u00e9 je \u0161irok\u00e1 sada n\u00e1stroj\u016f nejen u\u017eite\u010dn\u00e1, ale i nezbytn\u00e1.<\/p>\n<p>Ka\u017ed\u00fd, kdo vyv\u00edj\u00ed, programuje, produkuje audiovizu\u00e1ln\u00ed obsah vysokou rychlost\u00ed nebo pracuje v agenturn\u00edch struktur\u00e1ch, m\u00e1 jin\u00e9 po\u017eadavky ne\u017e ten, kdo p\u00ed\u0161e, navrhuje nebo strategicky uva\u017euje. V takov\u00fdch souvislostech mohou specializovan\u00e9 n\u00e1stroje um\u011bl\u00e9 inteligence p\u0159in\u00e9st skute\u010dn\u00e9 zv\u00fd\u0161en\u00ed produktivity. Pr\u00e1v\u011b zde se vyplat\u00ed sezn\u00e1men\u00ed. Pr\u00e1v\u011b tam se vyplat\u00ed komplexnost.<\/p>\n<p>Zv\u011bdavost tak\u00e9 nen\u00ed chybou. Zkou\u0161en\u00ed v\u011bc\u00ed k n\u00ed pat\u0159\u00ed - zejm\u00e9na ve f\u00e1zi, kdy se technologie vyv\u00edjej\u00ed tak rychle. Pokud v\u00e1s bav\u00ed testovat nov\u00e9 syst\u00e9my, nestanete se automaticky povrchn\u00edmi. Rozhoduj\u00edc\u00ed je pouze to, pro\u010d to d\u011bl\u00e1te.<\/p>\n<p>Problematickou se st\u00e1v\u00e1 teprve tehdy, kdy\u017e se rozmanitost stane c\u00edlem sama o sob\u011b. Kdy\u017e sb\u00edr\u00e1te n\u00e1stroje, ani\u017e byste je skute\u010dn\u011b pou\u017e\u00edvali. Kdy\u017e tr\u00e1v\u00edte v\u00edce \u010dasu porovn\u00e1v\u00e1n\u00edm pracovn\u00edch metod ne\u017e skute\u010dnou prac\u00ed. Nebo kdy\u017e m\u00e1te pocit, \u017ee neust\u00e1le zaost\u00e1v\u00e1te - p\u0159esto\u017ee objektivn\u011b m\u00e1te ji\u017e dlouho dobrou pozici.<\/p>\n<p>Proto nejde o to, zda je to spr\u00e1vn\u00e9, nebo ne, ale o to, zda je to vhodn\u00e9. Jde o to polo\u017eit si up\u0159\u00edmnou ot\u00e1zku: Pom\u00e1h\u00e1 mi to pr\u00e1v\u011b te\u010f? Ne teoreticky. Ne v ur\u010dit\u00e9m okam\u017eiku. Ale te\u010f, v m\u00e9m ka\u017edodenn\u00edm \u017eivot\u011b.<\/p>\n<p>Ti, kte\u0159\u00ed tuto ot\u00e1zku berou v\u00e1\u017en\u011b, se \u010dasto rozhoduj\u00ed p\u0159ekvapiv\u011b jasn\u011b.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4405 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt.jpg\" alt=\"V p\u0159\u00edpad\u011b pot\u0159eby se pou\u017e\u00edv\u00e1 mnoho n\u00e1stroj\u016f um\u011bl\u00e9 inteligence\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>M\u00e9n\u011b n\u00e1stroj\u016f, v\u00edce klidu a pohody - a p\u0159esto otev\u0159eno<\/h2>\n<p>Nakonec se v\u0161e omezuje na jednu jednoduchou my\u0161lenku: otev\u0159enost a zdr\u017eenlivost se navz\u00e1jem nevylu\u010duj\u00ed. M\u016f\u017eete z\u016fstat zv\u011bdav\u00ed, ani\u017e byste se hnali za ka\u017ed\u00fdm trendem. Nov\u00e9 n\u00e1stroje m\u016f\u017eete br\u00e1t v\u00e1\u017en\u011b, ani\u017e byste je okam\u017eit\u011b p\u0159ijali za sv\u00e9. A m\u016f\u017eete se v\u011bdom\u011b rozhodnout n\u011bco nepou\u017e\u00edvat - ani\u017e byste se museli ospravedl\u0148ovat.<\/p>\n<p>Um\u011bl\u00e1 inteligence tu z\u016fstane. Bude st\u00e1le lep\u0161\u00ed, v\u0161udyp\u0159\u00edtomn\u011bj\u0161\u00ed a samoz\u0159ejm\u011bj\u0161\u00ed. Pr\u00e1v\u011b proto se vyplat\u00ed vytvo\u0159it si vlastn\u00ed postoj ji\u017e na po\u010d\u00e1tku. Ne v obran\u011b, ale v jasnosti. Kdo v\u00ed, jak funguj\u00ed, bude schopen nov\u00e9 n\u00e1stroje sn\u00e1ze kategorizovat. Pokud zn\u00e1te sv\u00e9 zam\u011b\u0159en\u00ed, neztrat\u00edte ho tak rychle.<\/p>\n<p>Mo\u017en\u00e1 tedy nepot\u0159ebujeme st\u00e1le nov\u00e9 n\u00e1stroje. Mo\u017en\u00e1 sta\u010d\u00ed l\u00e9pe porozum\u011bt t\u011bm st\u00e1vaj\u00edc\u00edm. Pou\u017e\u00edvat je hloub\u011bji. Pou\u017e\u00edvat je klidn\u011bji. Dobr\u00e1 pr\u00e1ce je m\u00e1lokdy v\u00fdsledkem maxim\u00e1ln\u00edho vybaven\u00ed. Vznik\u00e1 tam, kde se my\u0161len\u00ed, zku\u0161enosti a n\u00e1stroje smyslupln\u011b propojuj\u00ed.<\/p>\n<p>Z\u016fstat otev\u0159en\u00fd - ano, ale zab\u0159ednout - ne.<\/p>\n<p>A mo\u017en\u00e1 pr\u00e1v\u011b to je ten prav\u00fd pokrok: neum\u011bt v\u0161echno, ale v\u011bd\u011bt, co skute\u010dn\u011b pot\u0159ebujete.<\/p>\n<h3>Pozv\u00e1nka k \u00fa\u010dasti: Jak pou\u017e\u00edv\u00e1te um\u011blou inteligenci v ka\u017edodenn\u00edm \u017eivot\u011b?<\/h3>\n<p>Um\u011blou inteligenci pou\u017e\u00edv\u00e1 ka\u017ed\u00fd jinak - a pr\u00e1v\u011b proto je toto t\u00e9ma tak vzru\u0161uj\u00edc\u00ed. N\u011bkte\u0159\u00ed lid\u00e9 pracuj\u00ed s n\u011bkolika zn\u00e1m\u00fdmi n\u00e1stroji, zat\u00edmco jin\u00ed z\u00e1m\u011brn\u011b pou\u017e\u00edvaj\u00ed mnoho specializovan\u00fdch n\u00e1stroj\u016f AI. Oboj\u00ed m\u016f\u017ee b\u00fdt u\u017eite\u010dn\u00e9 v z\u00e1vislosti na zp\u016fsobu pr\u00e1ce, profesi a osobn\u00edm zam\u011b\u0159en\u00ed. Pokud se v\u00e1m to l\u00edb\u00ed, nev\u00e1hejte se pod\u011blit v r\u00e1mci <a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/01\/umela-inteligence-bez-humbuku-proc-mene-nastroju-ki-casto-znamena-lepsi-praci\/#respond\"><strong>Koment\u00e1\u0159e<\/strong><\/a>, jak pou\u017e\u00edv\u00e1te um\u011blou inteligenci: Pou\u017e\u00edv\u00e1te mnoho n\u00e1stroj\u016f, nebo jen n\u011bkolik? Co se v\u00e1m osv\u011bd\u010dilo - a co ne? Sd\u00edlen\u00ed r\u016fzn\u00fdch pohled\u016f na v\u011bc \u010dasto pom\u016f\u017ee v\u00edc ne\u017e doporu\u010den\u00ed jak\u00e9hokoli n\u00e1stroje.<\/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-172 { --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-172 { --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-172\" 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=\"die stille gefahr von wearables: wenn bequemlichkeit zur \u00dcberwachung wird\" data-id=\"3560\"  data-category=\"allgemein apple iphone &amp; ipad gesellschaft gesundheit hardware\" data-post_tag=\"apple datenschutz gesundheit ratgeber\">\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\/tiche-nebezpeci-nositelnych-zarizeni-kdy-se-z-pohodli-stava-dohled\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Tich\u00e9 nebezpe\u010d\u00ed nositeln\u00fdch za\u0159\u00edzen\u00ed: kdy\u017e se z pohodl\u00ed stane sledov\u00e1n\u00ed<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Nositeln\u00e1 elektronika, chytr\u00e9 hodinky, sluch\u00e1tka do u\u0161\u00ed\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/wearables-smartwatch-daten.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/wearables-smartwatch-daten.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wearables-smartwatch-daten-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wearables-smartwatch-daten-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wearables-smartwatch-daten-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\/tiche-nebezpeci-nositelnych-zarizeni-kdy-se-z-pohodli-stava-dohled\/\" rel=\"bookmark\">Tich\u00e9 nebezpe\u010d\u00ed nositeln\u00fdch za\u0159\u00edzen\u00ed: kdy\u017e se z pohodl\u00ed stane sledov\u00e1n\u00ed<\/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=\"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=\"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=\"gelenkt im alltag &#8211; wie moderne verkaufstricks unser verhalten steuern\" data-id=\"5750\"  data-category=\"allgemein gesellschaft stories &amp; humor\" data-post_tag=\"denkmodelle erfahrungen pers\u00f6nlichkeitsentwicklung prozesse ratgeber\">\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\/04\/jak-moderni-prodejni-triky-ovladaji-nase-chovani-v-kazdodennim-zivote\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Pr\u016fvodce ka\u017edodenn\u00edm \u017eivotem - Jak modern\u00ed prodejn\u00ed triky ovl\u00e1daj\u00ed na\u0161e chov\u00e1n\u00ed<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Prodejn\u00ed triky v supermarketu a online\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Verkaufstricks.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Verkaufstricks.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Verkaufstricks-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Verkaufstricks-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Verkaufstricks-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\/04\/jak-moderni-prodejni-triky-ovladaji-nase-chovani-v-kazdodennim-zivote\/\" rel=\"bookmark\">Pr\u016fvodce ka\u017edodenn\u00edm \u017eivotem - Jak modern\u00ed prodejn\u00ed triky ovl\u00e1daj\u00ed na\u0161e chov\u00e1n\u00ed<\/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>Opravdu dnes k produktivn\u00ed pr\u00e1ci nepot\u0159ebuji spoustu n\u00e1stroj\u016f um\u011bl\u00e9 inteligence?<\/strong><br \/>\nNe. Produktivita se neodv\u00edj\u00ed od po\u010dtu pou\u017e\u00edvan\u00fdch n\u00e1stroj\u016f, ale od p\u0159ehlednosti vlastn\u00ed pr\u00e1ce. Mnoho lid\u00ed ji\u017e l\u00e9ta \u00fasp\u011b\u0161n\u011b pracuje s n\u011bkolika m\u00e1lo dob\u0159e pochopen\u00fdmi n\u00e1stroji. Um\u011bl\u00e1 inteligence m\u016f\u017ee tento zp\u016fsob pr\u00e1ce podpo\u0159it - ale nenahrad\u00ed ho. Pokud se sna\u017e\u00edte integrovat ka\u017ed\u00fd nov\u00fd n\u00e1stroj, \u010dasto v\u00edce \u010dasu ztrat\u00edte, ne\u017e z\u00edsk\u00e1te.<\/li>\n<li><strong>P\u0159ich\u00e1z\u00edm o n\u011bco, kdy\u017e nesleduji v\u0161echny trendy v oblasti um\u011bl\u00e9 inteligence?<\/strong><br \/>\nObvykle ne. Trendy p\u0159edev\u0161\u00edm vyvol\u00e1vaj\u00ed pozornost a tlak. Skute\u010dn\u00e9 p\u0159\u00ednosy se \u010dasto projev\u00ed a\u017e pozd\u011bji - a obvykle jen v ur\u010dit\u00fdch p\u0159\u00edpadech pou\u017eit\u00ed. Ti, kte\u0159\u00ed v klidu pozoruj\u00ed a jednaj\u00ed, a\u017e kdy\u017e se n\u00e1stroj skute\u010dn\u011b hod\u00ed, se \u010dasto rozhoduj\u00ed z dlouhodob\u00e9ho hlediska l\u00e9pe.<\/li>\n<li><strong>Pro\u010d je t\u00e9ma um\u011bl\u00e9 inteligence pro mnoho lid\u00ed tak stresuj\u00edc\u00ed?<\/strong><br \/>\nNejde toti\u017e jen o technologii, ale i o pocit, \u017ee mus\u00edte dr\u017eet krok. Neust\u00e1le nov\u00e9 term\u00edny, nov\u00e9 n\u00e1stroje a nov\u00e9 sliby vyvol\u00e1vaj\u00ed \u00fazkost. Stres nen\u00ed ani tak zp\u016fsoben samotnou um\u011blou inteligenc\u00ed, ale o\u010dek\u00e1v\u00e1n\u00edm, \u017ee bude nutn\u00e9 okam\u017eit\u011b reagovat. Toto o\u010dek\u00e1v\u00e1n\u00ed je v\u011bt\u0161inou neopodstatn\u011bn\u00e9.<\/li>\n<li><strong>M\u016f\u017ee um\u011bl\u00e1 inteligence zlep\u0161it zp\u016fsob m\u00e9 pr\u00e1ce, i kdy\u017e nejsem technick\u00fd profesion\u00e1l?<\/strong><br \/>\nAno - pokud je um\u011bl\u00e1 inteligence pou\u017e\u00edv\u00e1na jako podpora, nikoli jako n\u00e1hrada my\u0161len\u00ed. Um\u011bl\u00e1 inteligence m\u016f\u017ee b\u00fdt velmi u\u017eite\u010dn\u00e1 zejm\u00e9na p\u0159i strukturov\u00e1n\u00ed, tvorb\u011b text\u016f, pl\u00e1nov\u00e1n\u00ed a reflexi. Kl\u00ed\u010dem je pou\u017e\u00edvat ji v\u011bdom\u011b a neo\u010dek\u00e1vat, \u017ee automaticky p\u0159inese lep\u0161\u00ed v\u00fdsledky.<\/li>\n<li><strong>Pro\u010d je problematick\u00e9 p\u0159izp\u016fsobit sv\u016fj zp\u016fsob pr\u00e1ce n\u00e1stroj\u016fm?<\/strong><br \/>\nProto\u017ee n\u00e1stroje p\u0159ich\u00e1zej\u00ed a odch\u00e1zej\u00ed, ale dobr\u00fd zp\u016fsob pr\u00e1ce z\u016fst\u00e1v\u00e1. Pokud sv\u016fj postup neust\u00e1le m\u011bn\u00edte, ztr\u00e1c\u00edte orientaci. Je lep\u0161\u00ed nejprve v\u011bd\u011bt, jak pracujete - a pak vybrat n\u00e1stroje, kter\u00e9 tento proces podporuj\u00ed.<\/li>\n<li><strong>Nem\u00e1 smysl vyzkou\u0161et co nejv\u00edce n\u00e1stroj\u016f um\u011bl\u00e9 inteligence, abyste si udr\u017eeli p\u0159ehled?<\/strong><br \/>\nZv\u011bdavost m\u00e1 smysl, pr\u016fb\u011b\u017en\u00e9 testov\u00e1n\u00ed je vz\u00e1cn\u00e9. Obvykle sta\u010d\u00ed hrub\u00fd p\u0159ehled. Hloubky se nedosahuje metodou pokus\u016f a omyl\u016f, ale pou\u017e\u00edv\u00e1n\u00edm. Pokud n\u00e1stroj skute\u010dn\u011b za\u010dlen\u00edte do sv\u00e9ho ka\u017edodenn\u00edho \u017eivota, z\u00edsk\u00e1te v\u00edce ne\u017e n\u011bkdo, kdo zn\u00e1 deset n\u00e1stroj\u016f povrchn\u011b.<\/li>\n<li><strong>Pro\u010d hraje zam\u011b\u0159en\u00ed v kontextu um\u011bl\u00e9 inteligence tak d\u016fle\u017eitou roli?<\/strong><br \/>\nProto\u017ee um\u011bl\u00e1 inteligence vy\u017eaduje pozornost. Ka\u017ed\u00fd nov\u00fd n\u00e1stroj s sebou p\u0159in\u00e1\u0161\u00ed nov\u00e9 mo\u017enosti, nastaven\u00ed a mo\u017enosti. Bez jasn\u00e9ho zam\u011b\u0159en\u00ed se AI rychle st\u00e1v\u00e1 ru\u0161iv\u00fdm elementem. Dobr\u00e1 pr\u00e1ce vznik\u00e1 tam, kde je co nejm\u00e9n\u011b t\u0159en\u00ed - ne tam, kde se neust\u00e1le p\u0159ep\u00edn\u00e1.<\/li>\n<li><strong>Je m\u00edstn\u00ed um\u011bl\u00e1 inteligence skute\u010dn\u011b u\u017eite\u010dn\u00e1, nebo je to jen technick\u00e1 hra\u010dka?<\/strong><br \/>\nM\u00edstn\u00ed um\u011bl\u00e1 inteligence m\u016f\u017ee b\u00fdt u\u017eite\u010dn\u00e1, pokud je d\u016fle\u017eit\u00e1 nez\u00e1vislost, klid a kontrola. Nen\u00ed to nutnost, ale je to alternativa. Pokud chcete pracovat bez cloudov\u00fdch omezen\u00ed nebo z\u00e1m\u011brn\u011b uchov\u00e1vat data lok\u00e1ln\u011b, nab\u00edz\u00ed skute\u010dnou p\u0159idanou hodnotu.<\/li>\n<li><strong>Mus\u00edm se sezn\u00e1mit s technologi\u00ed, abych mohl pou\u017e\u00edvat m\u00edstn\u00ed um\u011blou inteligenci?<\/strong><br \/>\nNe, za\u010d\u00edt m\u016f\u017ee b\u00fdt velmi snadn\u00e9. Nejde o to, abyste v\u0161emu rozum\u011bli, ale abyste n\u00e1stroj pou\u017e\u00edvali s rozumem. Pokud si uv\u011bdom\u00edte, \u017ee m\u00edstn\u00ed UI vyhovuje va\u0161\u00ed vlastn\u00ed pr\u00e1ci, v\u017edy se m\u016f\u017eete pozd\u011bji pono\u0159it hloub\u011bji.<\/li>\n<li><strong>Pro\u010d \u010dl\u00e1nek z\u00e1m\u011brn\u011b vynech\u00e1v\u00e1 seznamy doporu\u010den\u00fdch n\u00e1stroj\u016f?<\/strong><br \/>\nProto\u017ee takov\u00e9 seznamy m\u00e1lokdy pomohou. Nazna\u010duj\u00ed objektivitu, a\u010dkoli ka\u017ed\u00fd n\u00e1stroj je u\u017eite\u010dn\u00fd pouze v kontextu. Co dokonale funguje pro jednoho \u010dlov\u011bka, je pro jin\u00e9ho zbyte\u010dn\u00e9. \u010cl\u00e1nek se proto zam\u011b\u0159uje sp\u00ed\u0161e na p\u0159\u00edstup ne\u017e na doporu\u010den\u00ed.<\/li>\n<li><strong>Nen\u00ed riskantn\u00ed spol\u00e9hat se jen na n\u011bkolik n\u00e1stroj\u016f?<\/strong><br \/>\nNe, pokud jsou tyto n\u00e1stroje stabiln\u00ed a vyhovuj\u00ed va\u0161\u00ed pr\u00e1ci. Mal\u00fd po\u010det zn\u00e1m\u00fdch n\u00e1stroj\u016f sni\u017euje slo\u017eitost a zdroje chyb. Flexibilita nevych\u00e1z\u00ed z mno\u017estv\u00ed, ale z porozum\u011bn\u00ed.<\/li>\n<li><strong>Pro koho jsou mnoh\u00e9 specializovan\u00e9 n\u00e1stroje AI st\u00e1le u\u017eite\u010dn\u00e9?<\/strong><br \/>\nPro v\u00fdvoj\u00e1\u0159e, agentury, kreativn\u00ed profesion\u00e1ly s vysok\u00fdm v\u00fdkonem nebo velmi specializovan\u00fdmi po\u017eadavky. Zde se vyplat\u00ed \u00fasil\u00ed v\u011bnovan\u00e9 sezn\u00e1men\u00ed a \u00fadr\u017eb\u011b. Tento \u010dl\u00e1nek je v\u0161ak ur\u010den lidem, kte\u0159\u00ed cht\u011bj\u00ed pracovat c\u00edlen\u011b - ne sb\u011bratel\u016fm n\u00e1stroj\u016f.<\/li>\n<li><strong>Pro\u010d je pro mnoho lid\u00ed obt\u00ed\u017en\u00e9 v\u011bdom\u011b se obej\u00edt bez n\u00e1stroj\u016f?<\/strong><br \/>\nProto\u017ee bez n\u00ed je dnes \u010dasto vn\u00edm\u00e1no jako krok zp\u011bt. V\u011bdom\u00e1 volba je v\u0161ak zn\u00e1mkou dosp\u011blosti. Ne v\u0161e, co je mo\u017en\u00e9, m\u00e1 smysl - a ne v\u0161e, co je nov\u00e9, p\u0159in\u00e1\u0161\u00ed skute\u010dn\u00fd pokrok.<\/li>\n<li><strong>M\u016f\u017ee um\u011bl\u00e1 inteligence tak\u00e9 podporovat l\u00edn\u00e9 my\u0161len\u00ed?<\/strong><br \/>\nAno, pokud ji pou\u017e\u00edv\u00e1te bez reflexe. Pokud nech\u00e1te um\u011blou inteligenci, aby v\u00e1m poskytovala odpov\u011bdi, ani\u017e byste si je sami ov\u011b\u0159ili nebo se nad nimi zamysleli, ztrat\u00edte z dlouhodob\u00e9ho hlediska hloubku. Um\u011bl\u00e1 inteligence je nejcenn\u011bj\u0161\u00ed tam, kde podporuje my\u0161len\u00ed, nikoli ho nahrazuje.<\/li>\n<li><strong>Jak zjist\u00edm, kter\u00e9 n\u00e1stroje um\u011bl\u00e9 inteligence jsou pro m\u011b u\u017eite\u010dn\u00e9?<\/strong><br \/>\nVych\u00e1zejte z vlastn\u00edho ka\u017edodenn\u00edho \u017eivota. Kter\u00e9 \u00fakoly v\u00e1m zab\u00edraj\u00ed \u010das? Kde chyb\u00ed struktura? Kde se pr\u00e1ce opakuje? Teprve pak se vyplat\u00ed hledat n\u00e1stroj. Ne naopak.<\/li>\n<li><strong>Je to probl\u00e9m, kdy\u017e jsem s um\u011blou inteligenc\u00ed je\u0161t\u011b nic ned\u011blal?<\/strong><br \/>\nNe, AI nen\u00ed povinn\u00fd program. Pokud za\u010dnete dnes, nen\u00ed pozd\u011b. Mnoh\u00e9 je st\u00e1le v pohybu. Klidn\u00fd za\u010d\u00e1tek s jasn\u00fdm c\u00edlem je \u010dasto lep\u0161\u00ed ne\u017e sp\u011bchat, abyste v\u0161e dohnali.<\/li>\n<li><strong>Co znamen\u00e1 \u201esamostatn\u00fd ekosyst\u00e9m\u201c v kontextu um\u011bl\u00e9 inteligence?<\/strong><br \/>\nSpecializovan\u00fd ekosyst\u00e9m se skl\u00e1d\u00e1 z n\u00e1stroj\u016f, obsahu a syst\u00e9m\u016f, kter\u00e9 do sebe zapadaj\u00ed: software, znalosti, procesy. Um\u011bl\u00e1 inteligence je v n\u011bm stavebn\u00edm prvkem, nikoliv centrem. C\u00edlem je nez\u00e1vislost a prov\u00e1zanost, nikoli maxim\u00e1ln\u00ed automatizace.<\/li>\n<li><strong>Jak\u00e9 je nejd\u016fle\u017eit\u011bj\u0161\u00ed poselstv\u00ed \u010dl\u00e1nku v jedn\u00e9 v\u011bt\u011b?<\/strong><br \/>\nNepot\u0159ebujete v\u00edce um\u011bl\u00e9 inteligence - pot\u0159ebujete si ujasnit, jak chcete pracovat.<\/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-173 { --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-173 { --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-173\" 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=\"jan-josef liefers: ein portr\u00e4t \u00fcber haltung, herkunft und k\u00fcnstlerische freiheit\" data-id=\"3854\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland erfahrungen krisen lernen meinungsfreiheit musik pers\u00f6nlichkeitsentwicklung portrait\">\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\/jan-josef-liefers-portret-postoje-puvodu-a-umelecke-svobody\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jan-Josef Liefers: Portr\u00e9t postoje, p\u016fvodu a um\u011bleck\u00e9 svobody<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Jan-Josef Liefers\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-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\/jan-josef-liefers-portret-postoje-puvodu-a-umelecke-svobody\/\" rel=\"bookmark\">Jan-Josef Liefers: Portr\u00e9t postoje, p\u016fvodu a um\u011bleck\u00e9 svobody<\/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=\"die krimtataren &#8211; 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Sotva si zvyknete na jeden n\u00e1stroj, objev\u00ed se deset dal\u0161\u00edch. Na YouTube n\u00e1sleduje jedno video za druh\u00fdm: \u201eTento n\u00e1stroj um\u011bl\u00e9 inteligence zm\u011bn\u00ed v\u0161echno\u201c, \u201eTohle mus\u00edte bezpodm\u00edne\u010dn\u011b pou\u017e\u00edvat hned\u201c, \u201ePokud to pro\u0161vihnete, z\u016fstanete pozadu\u201c. A ... <a title=\"Kari\u00e9ra, pohled na sv\u011bt, budoucnost: rozhodov\u00e1n\u00ed ve st\u00ednu zm\u011bn\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/10\/karierni-svet-pohled-na-budouci-rozhodnuti-ve-stinu-otresu\/\" aria-label=\"\u010c\u00edst v\u00edce o Profese, pohled na sv\u011bt, budoucnost: rozhodov\u00e1n\u00ed ve st\u00ednu ot\u0159es\u016f\">\u010c\u00edst d\u00e1l<\/a><\/p>","protected":false},"author":1,"featured_media":4403,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":116,"footnotes":""},"categories":[15,147,431,4],"tags":[444,458,471,433,11,465,432,442,434],"class_list":["post-4402","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apple-macos","category-hardware","category-ki-systeme","category-tipps-anleitungen","tag-denkmodelle","tag-erfahrungen","tag-kuenstliche-intelligenz","tag-llm","tag-mac","tag-mlx","tag-ollama","tag-prozesse","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4402","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=4402"}],"version-history":[{"count":8,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4402\/revisions"}],"predecessor-version":[{"id":6011,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4402\/revisions\/6011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media\/4403"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media?parent=4402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/categories?post=4402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/tags?post=4402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}