{"id":2940,"date":"2025-09-24T05:41:19","date_gmt":"2025-09-24T05:41:19","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=2940"},"modified":"2026-04-30T05:40:56","modified_gmt":"2026-04-30T05:40:56","slug":"umela-inteligence-ktera-pracovni-mista-jsou-ohrozena-a-jak-se-muzeme-vyzbrojit","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/cs\/2025\/09\/umela-inteligence-ktera-pracovni-mista-jsou-ohrozena-a-jak-se-muzeme-vyzbrojit\/","title":{"rendered":"Um\u011bl\u00e1 inteligence: kter\u00e1 pracovn\u00ed m\u00edsta jsou ohro\u017eena a jak se m\u016f\u017eeme vyzbrojit hned te\u010f"},"content":{"rendered":"<p>Snad \u017e\u00e1dn\u00e1 jin\u00e1 technologick\u00e1 zm\u011bna nepronikla do na\u0161eho ka\u017edodenn\u00edho \u017eivota tak rychle jako um\u011bl\u00e1 inteligence. To, co bylo je\u0161t\u011b v\u010dera pova\u017eov\u00e1no za vizion\u00e1\u0159skou technologii budoucnosti, je dnes ji\u017e realitou - a\u0165 u\u017e jde o psan\u00ed textov\u00fdch zpr\u00e1v, programov\u00e1n\u00ed, diagnostiku, p\u0159eklady nebo dokonce tvorbu hudby, um\u011bn\u00ed \u010di pr\u00e1vn\u00edch spis\u016f.<!--more--><\/p>\n<p>S touto rychlost\u00ed v\u0161ak rostou i obavy: Co to znamen\u00e1 pro n\u00e1\u0161 pracovn\u00ed sv\u011bt? Kter\u00e1 pracovn\u00ed m\u00edsta jsou ohro\u017eena - a jak na to m\u016f\u017eeme individu\u00e1ln\u011b a spole\u010densky reagovat? V ned\u00e1vn\u00e9m rozhovoru futurolog a v\u00fdzkumn\u00edk v oblasti strategie Prof. Dr. Pero Mi\u0107i\u0107 nal\u00e9hav\u011b varuje p\u0159ed riziky nekontrolovan\u00e9 dynamiky um\u011bl\u00e9 inteligence. Hovo\u0159\u00ed o mo\u017en\u00e9m zhroucen\u00ed na\u0161eho sou\u010dasn\u00e9ho syst\u00e9mu pr\u00e1ce, vzd\u011bl\u00e1v\u00e1n\u00ed a podnik\u00e1n\u00ed - rychleji, ne\u017e si mnoz\u00ed mysl\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-579 { --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-579 { --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-579\" 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=\"ist t\u00f6ten w\u00fcrdelos? eine n\u00fcchterne frage zu mord, terror und krieg\" data-id=\"4550\"  data-category=\"allgemein gesellschaft gesundheit\" data-post_tag=\"denkmodelle erfahrungen europa geopolitik gesundheit krisen meinungsfreiheit sicherheitspolitik\">\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\/01\/je-zabijeni-bez-dustojnosti-strizlivou-otazkou-o-vrazdeni-teroru-a-valce\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Je zab\u00edjen\u00ed ned\u016fstojn\u00e9? St\u0159\u00edzliv\u00e1 ot\u00e1zka o vra\u017ed\u011b, teroru a v\u00e1lce<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Je zab\u00edjen\u00ed ned\u016fstojn\u00e9?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/toeten-wuerdelos-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/toeten-wuerdelos-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/toeten-wuerdelos-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/toeten-wuerdelos-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/toeten-wuerdelos-Titel-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\/01\/je-zabijeni-bez-dustojnosti-strizlivou-otazkou-o-vrazdeni-teroru-a-valce\/\" rel=\"bookmark\">Je zab\u00edjen\u00ed ned\u016fstojn\u00e9? St\u0159\u00edzliv\u00e1 ot\u00e1zka o vra\u017ed\u011b, teroru a v\u00e1lce<\/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=\"der zwei-plus-vier-vertrag, die nato und die bundeswehr: was gilt heute noch?\" data-id=\"4740\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"deutschland europa geopolitik krisen 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\/smlouva-dva-plus-ctyri-nato-a-bundeswehr-co-plati-dodnes\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Smlouva \"dva plus \u010dty\u0159i\", NATO a Bundeswehr: Co plat\u00ed dnes?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-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\/smlouva-dva-plus-ctyri-nato-a-bundeswehr-co-plati-dodnes\/\" rel=\"bookmark\">Smlouva \"dva plus \u010dty\u0159i\", NATO a Bundeswehr: Co plat\u00ed dnes?<\/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 digitale id der eu: verkn\u00fcpfung, kontrolle und risiken im alltag\" data-id=\"3486\"  data-category=\"allgemein gesellschaft tipps &amp; anleitungen\" data-post_tag=\"datenschutz eu-gesetze europa 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\/2025\/11\/digitalni-identita-eu-propojuje-kontrolu-a-riziko-v-kazdodennim-zivote\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Digit\u00e1ln\u00ed ID EU: propojen\u00ed, kontrola a rizika v ka\u017edodenn\u00edm \u017eivot\u011b<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Digit\u00e1ln\u00ed ID EU\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitale-ID-der-EU.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitale-ID-der-EU.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitale-ID-der-EU-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitale-ID-der-EU-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Digitale-ID-der-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\/digitalni-identita-eu-propojuje-kontrolu-a-riziko-v-kazdodennim-zivote\/\" rel=\"bookmark\">Digit\u00e1ln\u00ed ID EU: propojen\u00ed, kontrola a rizika v ka\u017edodenn\u00edm \u017eivot\u011b<\/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=\"vicco von b\u00fclow alias loriot \u2013 ordnung, form und der leise widerstand des humors\" data-id=\"4169\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"deutschland erfahrungen 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\/vicco-von-buelow-alias-loriot-objednavkovy-formular-a-tichy-odpor-humoru\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Vicco von B\u00fclow alias Loriot - \u0159\u00e1d, forma a tich\u00fd odpor humoru<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"747\" class=\"attachment-full size-full\" alt=\"\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-300x219.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-768x560.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-16x12.jpg 16w\" \/><\/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\/vicco-von-buelow-alias-loriot-objednavkovy-formular-a-tichy-odpor-humoru\/\" rel=\"bookmark\">Vicco von B\u00fclow alias Loriot - \u0159\u00e1d, forma a tich\u00fd odpor humoru<\/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 k t\u00e9matu<\/h2>\n<p><strong>30.04.2026<\/strong>Ned\u00e1vn\u00e9 video ukazuje, kam by mohly sm\u011b\u0159ovat rozhodovac\u00ed procesy podporovan\u00e9 um\u011blou inteligenc\u00ed: N\u00e1stroj \u201eMiroFish\u201c umo\u017e\u0148uje p\u0159edem simulovat n\u00e1pady na produkty, cenov\u00e9 strategie nebo cel\u00e9 obchodn\u00ed modely pomoc\u00ed velk\u00e9ho po\u010dtu virtu\u00e1ln\u00edch agent\u016f - v n\u011bkter\u00fdch p\u0159\u00edpadech ze zcela odli\u0161n\u00fdch perspektiv, jako jsou z\u00e1kazn\u00edci, spole\u010dnosti, \u00fa\u0159ady nebo z\u00e1jmov\u00e9 skupiny. Pozoruhodn\u00e1 je nejen hloubka simulace, ale tak\u00e9 mo\u017enost konkr\u00e9tn\u011b se pt\u00e1t jednotliv\u00fdch agent\u016f a detailn\u011b porozum\u011bt jejich n\u00e1mitk\u00e1m. Vznik\u00e1 tak digit\u00e1ln\u00ed zku\u0161ebna, kter\u00e1 by mohla alespo\u0148 \u010d\u00e1ste\u010dn\u011b nahradit tradi\u010dn\u00ed pr\u016fzkum trhu, poradenstv\u00ed a strategick\u00e9 anal\u00fdzy.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_s28tRWvr6K8\"><div id=\"lyte_s28tRWvr6K8\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2Fs28tRWvr6K8%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\/s28tRWvr6K8\" 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%2Fs28tRWvr6K8%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 \/>\nPod\u00edvejte se do budoucnosti s touto AI swarm intelligence (MiroFish) | <a href=\"https:\/\/www.youtube.com\/@Julian-Ivanov\" target=\"_blank\" rel=\"nofollow noopener\">Julian Ivanov<\/a><\/p>\n<p>Zaj\u00edmav\u00e9 je tak\u00e9 to, \u017ee tyto syst\u00e9my lze z\u0159ejm\u011b provozovat i lok\u00e1ln\u011b na vlastn\u00edch serverech, co\u017e vyvol\u00e1v\u00e1 ot\u00e1zky ohledn\u011b kontroly, suverenity dat a budouc\u00edch model\u016f infrastruktury. Z\u00e1rove\u0148 se teprve uk\u00e1\u017ee, nakolik jsou v\u00fdsledky takov\u00fdch simulac\u00ed skute\u010dn\u011b spolehliv\u00e9 - a zda se jedn\u00e1 o skute\u010dn\u00e9 poznatky, nebo jen o velmi p\u0159esv\u011bd\u010divou aproximaci reality.<\/p>\n<p><strong>20.03.2026<\/strong>Pl\u00e1novan\u00fd <a href=\"https:\/\/www.nordkurier.de\/regional\/rostock\/trauer-und-enttaeuschung-im-ikea-callcenter-noch-nie-so-viele-kollegen-weinen-gesehen-4439055\" target=\"_blank\" rel=\"nofollow noopener\"><strong>Uzav\u0159en\u00ed call centra IKEA v Rostocku<\/strong><\/a> vyvol\u00e1v\u00e1 mezi zam\u011bstnanci velkou nejistotu a emocion\u00e1ln\u00ed reakce. Zhruba 279 zam\u011bstnanc\u016f \u010del\u00ed ztr\u00e1t\u011b zam\u011bstn\u00e1n\u00ed a mnoz\u00ed z nich hl\u00e1s\u00ed strach, smutek a obavy z budoucnosti. Posti\u017eeni jsou zejm\u00e9na zam\u011bstnanci s dlouhou prax\u00ed, pro kter\u00e9 bude zm\u011bna na trhu pr\u00e1ce obt\u00ed\u017en\u00e1. IKEA tento krok zd\u016fvod\u0148uje struktur\u00e1ln\u00edmi zm\u011bnami v maloobchodn\u00edm odv\u011btv\u00ed a pot\u0159ebou udr\u017eet si konkurenceschopnost. Kritici to v\u0161ak pova\u017euj\u00ed za dal\u0161\u00ed p\u0159\u00edklad rostouc\u00edho tlaku na zam\u011bstnance v d\u016fsledku automatizace a n\u00e1kladov\u00e9 efektivity. Odbory a politici volaj\u00ed po spravedliv\u00e9m soci\u00e1ln\u00edm pl\u00e1nu a v\u011bt\u0161\u00ed odpov\u011bdnosti v\u016f\u010di zam\u011bstnanc\u016fm. P\u0159\u00edpad je dobr\u00fdm p\u0159\u00edkladem toho, jak dalekos\u00e1hl\u00e9 jsou zm\u011bny v n\u011bmeck\u00e9 ekonomice - a \u017ee jejich d\u016fsledky st\u00e1le v\u00edce poci\u0165uj\u00ed m\u00edstn\u00ed lid\u00e9.<\/p>\n<p><strong>13.03.2026<\/strong>Emanuel B\u00f6hminghaus v hloubkov\u00e9m rozhovoru varuje p\u0159ed struktur\u00e1ln\u00ed kriz\u00ed, kter\u00e1 je \u017eivena n\u011bkolika ud\u00e1lostmi sou\u010dasn\u011b: energetickou politikou, deindustrializac\u00ed, vlnou insolvenc\u00ed v automobilov\u00e9m dodavatelsk\u00e9m a chemick\u00e9m pr\u016fmyslu a rychlou revoluc\u00ed v oblasti um\u011bl\u00e9 inteligence. Hovo\u0159\u00ed o tom, \u017ee ka\u017ed\u00fd m\u011bs\u00edc zanik\u00e1 p\u0159ibli\u017en\u011b 10 000 pracovn\u00edch m\u00edst v pr\u016fmyslu, a poukazuje na \u010detn\u00e9 velk\u00e9 insolvence, kter\u00e9 jsou ji\u017e patrn\u00e9. Kriticky se vyjad\u0159uje zejm\u00e9na ke \u0161patn\u00fdm politick\u00fdm rozhodnut\u00edm v energetice, kter\u00e1 d\u00e1le oslabuj\u00ed danou lokalitu.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_nSvyCcq__QU\"><div id=\"lyte_nSvyCcq__QU\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FnSvyCcq__QU%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\/nSvyCcq__QU\" 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%2FnSvyCcq__QU%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 \/>\nEmanuel B\u00f6minghaus varuje: \u201eMasov\u00e1 nezam\u011bstnanost je nevyhnuteln\u00e1!\u201c | <a href=\"https:\/\/www.youtube.com\/@everlastai\" target=\"_blank\" rel=\"nofollow noopener\">Everlast AI<\/a><\/p>\n<p>V kombinaci s automatizac\u00ed a um\u011blou inteligenc\u00ed vznik\u00e1 dynamika, kter\u00e1 vytv\u00e1\u0159\u00ed tlak nejen na jednotliv\u00e1 odv\u011btv\u00ed, ale i na cel\u00e9 profesn\u00ed oblasti. V\u00edce ne\u017e hodinov\u00e1 diskuse klasifikuje ekonomick\u00e9, technologick\u00e9 a politick\u00e9 faktory - a klade nep\u0159\u00edjemnou ot\u00e1zku, zda N\u011bmecko \u010dek\u00e1 f\u00e1ze masivn\u00edch ot\u0159es\u016f na trhu pr\u00e1ce.<\/p>\n<hr \/>\n<h2>Kter\u00e1 pracovn\u00ed m\u00edsta by mohla zaniknout v d\u016fsledku um\u011bl\u00e9 inteligence - p\u0159ehled<\/h2>\n<p>Um\u011bl\u00e1 inteligence nenahrazuje lidi jako celek, ale sp\u00ed\u0161e d\u00edl\u010d\u00ed \u00fakoly. To v\u0161ak m\u016f\u017ee m\u00edt obrovsk\u00fd dopad na cel\u00e9 profesn\u00ed skupiny.<\/p>\n<ol>\n<li><strong>Rutinn\u00ed pr\u00e1ce a zpracov\u00e1n\u00ed<\/strong><br \/>\nZvl\u00e1\u0161t\u011b ohro\u017een\u00e9 jsou profese s vysok\u00fdm pod\u00edlem proces\u016f zalo\u017een\u00fdch na pravidlech - nap\u0159\u00edklad ve st\u00e1tn\u00ed spr\u00e1v\u011b, poji\u0161\u0165ovn\u00e1ch, bank\u00e1ch nebo org\u00e1nech ve\u0159ejn\u00e9 spr\u00e1vy. Syst\u00e9my um\u011bl\u00e9 inteligence mohou kontrolovat dokumenty, odpov\u00eddat na e-maily, analyzovat smlouvy nebo zpracov\u00e1vat \u017e\u00e1dosti - a to nep\u0159etr\u017eit\u011b, bez dovolen\u00e9 nebo nemoci.<\/li>\n<li><strong>Call centrum a z\u00e1kaznick\u00e1 podpora<\/strong><br \/>\nChatboti, voiceboti a telefonn\u00ed syst\u00e9my s podporou um\u011bl\u00e9 inteligence jsou st\u00e1le lep\u0161\u00ed a lep\u0161\u00ed. V mnoha p\u0159\u00edpadech p\u0159esn\u011b rozpozn\u00e1vaj\u00ed po\u017eadavky, reaguj\u00ed zdvo\u0159ile a efektivn\u011b - \u010dasto rychleji ne\u017e lid\u0161t\u00ed zam\u011bstnanci. Klasick\u00fd pracovn\u00edk call centra se m\u016f\u017ee brzy st\u00e1t v\u00fdjimkou.<\/li>\n<li><strong>Copywrite\u0159i, p\u0159ekladatel\u00e9, redakto\u0159i<\/strong><br \/>\nModely GPT, jako je ChatGPT, Claude nebo Gemini, ji\u017e ukazuj\u00ed, jak rychle lze automatizovat kreativn\u00ed \u00fakoly. A\u010dkoli kvalita je\u0161t\u011b nen\u00ed v\u0161ude trvale vysok\u00e1, rychle se zlep\u0161uje. Um\u011bl\u00e1 inteligence ji\u017e dok\u00e1\u017ee dr\u017eet krok - nebo dokonce p\u0159edstihnout - zejm\u00e9na s texty pro SEO, popisy produkt\u016f, p\u0159eklady a tiskov\u00fdmi zpr\u00e1vami.<\/li>\n<li><strong>Grafi\u010dt\u00ed design\u00e9\u0159i, fotografov\u00e9, tv\u016frci vide\u00ed<\/strong><br \/>\nPomoc\u00ed n\u00e1stroj\u016f, jako jsou Midjourney, DALL-E, Stable Diffusion nebo Runway AI, vytvo\u0159\u00edte obr\u00e1zky, loga a videa pouh\u00fdm stisknut\u00edm tla\u010d\u00edtka. Cel\u00e9 reklamn\u00ed kampan\u011b lze nyn\u00ed navrhnout automaticky b\u011bhem n\u011bkolika hodin. Platformy pro stock fotografie ji\u017e hl\u00e1s\u00ed masivn\u00ed propady.<\/li>\n<li><strong>Pr\u00e1vn\u00edci a da\u0148ov\u00ed poradci<\/strong><br \/>\nUm\u011bl\u00e1 inteligence dok\u00e1\u017ee vyhled\u00e1vat v z\u00e1konech, analyzovat smlouvy, identifikovat rizika nebo odpov\u00eddat na ot\u00e1zky t\u00fdkaj\u00edc\u00ed se da\u0148ov\u00e9ho pr\u00e1va. I kdy\u017e jsou lidsk\u00e9 odborn\u00e9 znalosti nad\u00e1le nezbytn\u00e9, mnoho standardizovan\u00fdch proces\u016f lze ji\u017e automatizovat.<\/li>\n<li><strong>U\u010ditel\u00e9, lekto\u0159i, tren\u00e9\u0159i<\/strong><br \/>\nDigit\u00e1ln\u00ed v\u00fdukov\u00e9 syst\u00e9my s um\u011blou inteligenc\u00ed nab\u00edzej\u00ed personalizovan\u00fd obsah, analyzuj\u00ed slab\u00e1 m\u00edsta, p\u0159izp\u016fsobuj\u00ed se tempu u\u010den\u00ed - a ve st\u0159edn\u011bdob\u00e9m horizontu by tak mohly nahradit tradi\u010dn\u00ed v\u00fduku nebo dokonce \u010d\u00e1sti vyu\u010dovac\u00edch hodin.<\/li>\n<li><strong>Program\u00e1to\u0159i a IT specialist\u00e9<\/strong><br \/>\nAni zde nebudou nahrazeni lid\u00e9 jako celek, ale mnoho k\u00f3dovac\u00edch \u00faloh. Um\u011bl\u00e1 inteligence ji\u017e nyn\u00ed p\u00ed\u0161e stabiln\u00ed k\u00f3d, odhaluje chyby a optimalizuje st\u00e1vaj\u00edc\u00ed programy. Zejm\u00e9na juniorsk\u00e9 pozice by se mohly dostat pod obrovsk\u00fd tlak.<\/li>\n<\/ol>\n<h3>Studie z p\u0159\u00edpadov\u00fdch studi\u00ed OECD: Re\u00e1ln\u00fd dopad um\u011bl\u00e9 inteligence ve firm\u00e1ch<\/h3>\n<p>D\u016fle\u017eit\u00fdm zdrojem jsou <a href=\"https:\/\/www.oecd.org\/en\/publications\/the-impact-of-ai-on-the-workplace-evidence-from-oecd-case-studies-of-ai-implementation_2247ce58-en.html\" target=\"_blank\" rel=\"noopener\"><strong>P\u0159\u00edpadov\u00e9 studie OECD<\/strong><\/a>kter\u00e9 ji\u017e ukazuj\u00ed, jak se technologie AI ve firm\u00e1ch skute\u010dn\u011b pou\u017e\u00edvaj\u00ed a jak\u00e9 jsou jejich v\u00fdsledky. V p\u0159ibli\u017en\u011b 100 p\u0159\u00edpadov\u00fdch studi\u00edch z v\u00fdrobn\u00edho a finan\u010dn\u00edho sektoru v osmi zem\u00edch OECD byly analyzov\u00e1ny r\u016fzn\u00e9 strategie zav\u00e1d\u011bn\u00ed, odolnost a dopady na pracovn\u00ed procesy. Bylo zji\u0161t\u011bno, \u017ee AI p\u0159edev\u0161\u00edm p\u0159eb\u00edr\u00e1 d\u00edl\u010d\u00ed \u00fakoly, zrychluje procesy a zvy\u0161uje vyu\u017e\u00edv\u00e1n\u00ed znalostn\u00edch datab\u00e1z\u00ed - nemus\u00ed nutn\u011b eliminovat cel\u00e1 pracovn\u00ed m\u00edsta, ale restrukturalizovat pr\u00e1ci. Studie z\u00e1rove\u0148 ukazuj\u00ed, \u017ee zam\u011bstnanci, kte\u0159\u00ed byli do zav\u00e1d\u011bn\u00ed AI aktivn\u011b zapojeni a pro\u0161koleni, se se zm\u011bnou vyrovnali l\u00e9pe.<\/p>\n<h3>Makrop\u0159edpov\u011bdi: Kolik pracovn\u00edch m\u00edst je dlouhodob\u011b ohro\u017eeno?<\/h3>\n<p>Makroekonomick\u00e9 progn\u00f3zy a statistiky, pokud se pod\u00edv\u00e1me d\u00e1l ne\u017e na jednotliv\u00e9 studie, ukazuj\u00ed alarmuj\u00edc\u00ed \u010d\u00edsla - ale tak\u00e9 diferencovan\u00e1 hodnocen\u00ed. Nap\u0159\u00edklad shrnut\u00ed r\u016fzn\u00fdch <a href=\"https:\/\/www.nu.edu\/blog\/ai-job-statistics\/\" target=\"_blank\" rel=\"noopener\"><strong>Anal\u00fdzy<\/strong><\/a>\u017ee p\u0159ibli\u017en\u011b 30 % sou\u010dasn\u00fdch pracovn\u00edch m\u00edst v USA by mohlo b\u00fdt do roku 2030 automatizovateln\u00fdch, zat\u00edmco 60 % pracovn\u00edch m\u00edst bude alespo\u0148 \u010d\u00e1ste\u010dn\u011b transformov\u00e1no um\u011blou inteligenc\u00ed.<\/p>\n<p>OECD zase v jednom ze sv\u00fdch hodnocen\u00ed uv\u00e1d\u00ed, \u017ee v zem\u00edch OECD je v pr\u016fm\u011bru p\u0159ibli\u017en\u011b 27 % pracovn\u00edch m\u00edst vystaveno vysok\u00e9mu riziku automatizace. Nicm\u00e9n\u011b <a href=\"https:\/\/oecd.ai\/en\/wonk\/impact-ai-on-the-labour-market-is-this-time-different\" target=\"_blank\" rel=\"noopener\"><strong>zd\u016fraz\u0148uje OECD<\/strong><\/a> Riziko nen\u00ed synonymem nutn\u00e9ho sn\u00ed\u017een\u00ed - proto\u017ee mnoho pracovn\u00edch m\u00edst se skl\u00e1d\u00e1 z kombinace rutinn\u00edch a nerutinn\u00edch slo\u017eek.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_9D3P9jvFDpE\"><div id=\"lyte_9D3P9jvFDpE\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2F9D3P9jvFDpE%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\/9D3P9jvFDpE\" 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%2F9D3P9jvFDpE%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><\/p>\n<h3>Pro\u010d je to tak nebezpe\u010dn\u00e9: v\u00fdkon, kontrola a rychlost<\/h3>\n<p>Prof. Mi\u0107i\u0107 na to spr\u00e1vn\u011b upozor\u0148uje: Mi\u0107: \"Technologick\u00e9 zm\u011bny jsou exponenci\u00e1ln\u00ed, zat\u00edmco na\u0161e soci\u00e1ln\u00ed syst\u00e9my jsou line\u00e1rn\u00ed. Vzd\u011bl\u00e1v\u00e1n\u00ed, politika a trh pr\u00e1ce nejsou uzp\u016fsobeny k tak rychl\u00e9 reakci. Riziko ztr\u00e1ty kontroly je re\u00e1ln\u00e9.<\/p>\n<ul>\n<li><strong>Koncentrace moci<\/strong>Dominantn\u00ed modely um\u011bl\u00e9 inteligence ovl\u00e1d\u00e1 pouze n\u011bkolik velk\u00fdch spole\u010dnost\u00ed. Tyto spole\u010dnosti maj\u00ed t\u00e9m\u011b\u0159 neomezen\u00fd v\u00fdpo\u010detn\u00ed v\u00fdkon, data a kapit\u00e1l. Kdo m\u00e1 k t\u011bmto syst\u00e9m\u016fm p\u0159\u00edstup, m\u016f\u017ee diktovat trhy, ur\u010dovat ceny a stanovovat nov\u00e9 standardy - bez demokratick\u00e9 kontroly.<\/li>\n<li><strong>Soci\u00e1ln\u00ed nerovnost<\/strong>Nejrychleji na tom prod\u011blaj\u00ed lid\u00e9 s n\u00edzkou \u00farovn\u00ed vzd\u011bl\u00e1n\u00ed nebo bez digit\u00e1ln\u00edch dovednost\u00ed. Naopak ti, kte\u0159\u00ed se nau\u010d\u00ed pracovat s um\u011blou inteligenc\u00ed v ran\u00e9m v\u011bku, z toho maj\u00ed ne\u00fam\u011brn\u00fd prosp\u011bch. Hroz\u00ed nov\u00e9 rozd\u011blen\u00ed spole\u010dnosti - nejen mezi bohat\u00fdmi a chud\u00fdmi, ale tak\u00e9 mezi digit\u00e1ln\u011b siln\u00fdmi a digit\u00e1ln\u011b zaostal\u00fdmi.<\/li>\n<li><strong>Ztr\u00e1ta d\u016fv\u011bry<\/strong>Kdy\u017e nikdo s jistotou nev\u00ed, zda text, obr\u00e1zek, video nebo \u00fasudek napsal \u010dlov\u011bk nebo um\u011bl\u00e1 inteligence, jak hodnotit pravdivost, autoritu a odbornost?<\/li>\n<\/ul>\n<h3>Kdy\u017e AI nenahrazuje, ale umo\u017e\u0148uje<\/h3>\n<p>Ve ve\u0159ejn\u00e9 diskusi se \u010dasto opom\u00edj\u00ed jeden aspekt: AI ne v\u017edy nahrazuje st\u00e1vaj\u00edc\u00ed pracovn\u00ed m\u00edsta - v mnoha p\u0159\u00edpadech p\u0159edev\u0161\u00edm umo\u017e\u0148uje fungov\u00e1n\u00ed syst\u00e9mu. Diskuse s odborn\u00edky z praxe ukazuj\u00ed jin\u00fd obraz, ne\u017e jak\u00fd se objevuje v mnoha titulc\u00edch novin. Zejm\u00e9na pokud jde o standardizovan\u00e9, opakuj\u00edc\u00ed se \u00fakoly - nap\u0159\u00edklad sjedn\u00e1v\u00e1n\u00ed sch\u016fzek, poskytov\u00e1n\u00ed informac\u00ed nebo jednoduch\u00e9 administrativn\u00ed procesy - je st\u00e1le v\u011bt\u0161\u00ed nedostatek pracovn\u00edk\u016f, kte\u0159\u00ed by byli ochotni tyto \u00fakoly trvale p\u0159evz\u00edt.<\/p>\n<p>V takov\u00fdch p\u0159\u00edpadech se um\u011bl\u00e1 inteligence nepou\u017e\u00edv\u00e1 z d\u016fvod\u016f racionalizace, ale z nutnosti. Bez n\u00ed by se slu\u017eby jednodu\u0161e zru\u0161ily. To posouv\u00e1 z\u00e1sadn\u00ed ot\u00e1zku: \u201eCo n\u00e1m AI bere?\u201c, ale \u201eCo m\u016f\u017eeme bez AI v\u016fbec udr\u017eet?\u201c. Ka\u017ed\u00fd, kdo tento rozd\u00edl ch\u00e1pe, si uv\u011bdom\u00ed, \u017ee nejde ani tak o vyt\u011bs\u0148ov\u00e1n\u00ed, jako sp\u00ed\u0161e o stabilizaci struktur, kter\u00e9 jsou ji\u017e pod tlakem.<\/p>\n<h2>Co bude n\u00e1sledovat, a\u017e zmiz\u00ed pr\u00e1ce?<\/h2>\n<p>Kdy\u017e um\u011bl\u00e1 inteligence rychle zm\u011bn\u00ed cel\u00e9 pracovn\u00ed profily nebo je u\u010din\u00ed zastaral\u00fdmi, vyvst\u00e1vaj\u00ed z\u00e1sadn\u00ed ot\u00e1zky: Co to znamen\u00e1 pro miliony zam\u011bstnanc\u016f? Pro penzijn\u00ed syst\u00e9my? Pro soci\u00e1ln\u00ed soudr\u017enost?<\/p>\n<p>Odpov\u011bdi hledaj\u00ed politici, podnikatel\u00e9 i v\u011bda po cel\u00e9m sv\u011bt\u011b, ale zat\u00edm neexistuje \u017e\u00e1dn\u00e9 standardizovan\u00e9 \u0159e\u0161en\u00ed, m\u00edsto toho existuje mno\u017estv\u00ed vz\u00e1jemn\u011b si konkuruj\u00edc\u00edch koncepc\u00ed. Velk\u00e1 v\u00fdzva: zm\u011bny p\u0159ich\u00e1zej\u00ed rychleji, ne\u017e syst\u00e9my dok\u00e1\u017e\u00ed reagovat. V tomto \u010dl\u00e1nku se pod\u00edv\u00e1me na nejd\u016fle\u017eit\u011bj\u0161\u00ed modely, o kter\u00fdch se v sou\u010dasnosti diskutuje - a na to, \u010deho mohou (nebo nemohou) dos\u00e1hnout.<\/p>\n<h3>1. nepodm\u00edn\u011bn\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem (UBI): svoboda prost\u0159ednictv\u00edm finan\u010dn\u00edho z\u00e1kladu?<\/h3>\n<p>Nepodm\u00edn\u011bn\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem je pravd\u011bpodobn\u011b nejzn\u00e1m\u011bj\u0161\u00edm a nejkontroverzn\u011bji diskutovan\u00fdm modelem. Popisuje st\u00e1tn\u00ed platbu v\u0161em ob\u010dan\u016fm - bez ohledu na jejich pot\u0159eby, pracovn\u00ed status nebo majetek. Zjednodu\u0161en\u011b \u0159e\u010deno, ka\u017ed\u00fd dost\u00e1v\u00e1 m\u011bs\u00ed\u010dn\u011b ur\u010ditou \u010d\u00e1stku pen\u011bz - ani\u017e by za to cokoli dostal.<\/p>\n<p><strong>V\u00fdhody:<\/strong><\/p>\n<ul>\n<li>Bezpe\u010dnost v dob\u011b ot\u0159es\u016f<\/li>\n<li>Zjednodu\u0161en\u00ed byrokracie (\u017e\u00e1dn\u00fd test majetkov\u00fdch pom\u011br\u016f).<\/li>\n<li>Podpora osobn\u00ed odpov\u011bdnosti a kreativity<\/li>\n<li>Umo\u017e\u0148uje p\u00e9\u010di, dobrovolnou pr\u00e1ci, dal\u0161\u00ed vzd\u011bl\u00e1v\u00e1n\u00ed nebo zalo\u017een\u00ed podniku bez nutnosti existovat.<\/li>\n<\/ul>\n<p><strong>Nev\u00fdhody \/ kritika:<\/strong><\/p>\n<ul>\n<li>Vysok\u00e9 vl\u00e1dn\u00ed v\u00fddaje (nejasn\u00e9 financov\u00e1n\u00ed)<\/li>\n<li>Nebezpe\u010d\u00ed odd\u011blen\u00ed v\u00fdkonnosti a p\u0159\u00edjm\u016f<\/li>\n<li>Mo\u017en\u00e1 inflace v p\u0159\u00edpad\u011b nespr\u00e1vn\u00e9 implementace<\/li>\n<li>Psychologick\u00e1 ot\u00e1zka: Co to ud\u011bl\u00e1 se spole\u010dnost\u00ed, kdy\u017e pr\u00e1ce p\u0159estane b\u00fdt nutn\u00e1?<\/li>\n<\/ul>\n<p><strong>R\u016fzn\u00e9 vlastnosti:<\/strong><\/p>\n<ul>\n<li>Elon Musk a technologi\u010dt\u00ed l\u00edd\u0159i se \u010dasto vyslovuj\u00ed pro relativn\u011b vysok\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem (nap\u0159. 1 500 a\u017e 2 000 $), kter\u00fd by zm\u00edrnil ztr\u00e1tu mnoha pracovn\u00edch m\u00edst v oblasti technologi\u00ed.<\/li>\n<li>V Evrop\u011b se \u010dasto diskutuje o m\u00edrn\u011bj\u0161\u00edm modelu - sp\u00ed\u0161e jako o \u017eivotn\u00edm minimu.<\/li>\n<li>V N\u011bmecku byly zah\u00e1jeny prvn\u00ed pilotn\u00ed projekty s m\u011bs\u00ed\u010dn\u00edm p\u0159\u00edsp\u011bvkem 1 200 eur - do\u010dasn\u011b a s v\u011bdeckou podporou.<\/li>\n<\/ul>\n<h3>2. z\u00e1kladn\u00ed podpora p\u0159\u00edjmu 2.0: testov\u00e1n\u00ed prost\u0159edk\u016f, ale m\u00e9n\u011b byrokratizovan\u00e9.<\/h3>\n<p>M\u00e9n\u011b radik\u00e1ln\u00edm p\u0159\u00edstupem je dal\u0161\u00ed rozvoj dne\u0161n\u00edch syst\u00e9m\u016f soci\u00e1ln\u00ed p\u00e9\u010de. C\u00edl: v\u00edce d\u016fstojnosti, m\u00e9n\u011b obt\u011b\u017eov\u00e1n\u00ed, rychlej\u0161\u00ed pomoc, jasn\u011bj\u0161\u00ed pob\u00eddky k samostatnosti. Jde o modernizaci soci\u00e1ln\u00edch d\u00e1vek:<\/p>\n<ul>\n<li>digit\u00e1ln\u011b,<\/li>\n<li>nebyrokraticky p\u0159\u00edstupn\u00e9,<\/li>\n<li>a z\u00e1rove\u0148 podporovat vzd\u011bl\u00e1v\u00e1n\u00ed, rekvalifikaci a podnik\u00e1n\u00ed.<\/li>\n<\/ul>\n<p>Tento model by byl levn\u011bj\u0161\u00ed ne\u017e UBI, ale nedos\u00e1hl by na v\u0161echny - zejm\u00e9na na ty, kte\u0159\u00ed \u017eij\u00ed t\u011bsn\u011b nad hranic\u00ed p\u0159\u00edjmov\u00e9ho testu.<\/p>\n<h3>3. z\u00e1porn\u00e1 da\u0148 z p\u0159\u00edjmu: da\u0148ov\u00e9 \u00falevy zdola nahoru<\/h3>\n<p>Jedn\u00edm z koncept\u016f, kter\u00fd zavedl mimo jin\u00e9 ekonom Milton Friedman, je tzv. negativn\u00ed da\u0148 z p\u0159\u00edjmu. Zjednodu\u0161en\u011b \u0159e\u010deno, ka\u017ed\u00fd, kdo m\u00e1 p\u0159\u00edjem ni\u017e\u0161\u00ed ne\u017e ur\u010ditou \u00farove\u0148, dost\u00e1v\u00e1 od st\u00e1tu pen\u00edze nam\u00edsto placen\u00ed dan\u00ed. Nad ur\u010ditou hranici se tato podpora postupn\u011b sni\u017euje - bez pevn\u00fdch hrani\u010dn\u00edch bod\u016f jako v dne\u0161n\u00edm syst\u00e9mu Hartz IV nebo syst\u00e9mu p\u0159\u00edjmu ob\u010dan\u016f.<\/p>\n<p><strong>V\u00fdhody:<\/strong><\/p>\n<ul>\n<li>Men\u0161\u00ed stigmatizace<\/li>\n<li>Jasn\u00e1 logika v\u00fdpo\u010dtu<\/li>\n<li>Lze kombinovat s \u010d\u00e1ste\u010dn\u00fdm \u00favazkem, minipr\u00e1c\u00ed nebo samostatnou v\u00fdd\u011ble\u010dnou \u010dinnost\u00ed.<\/li>\n<li>M\u00e9n\u011b administrativn\u00ed pr\u00e1ce ne\u017e u sou\u010dasn\u00e9 soci\u00e1ln\u00ed pomoci<\/li>\n<\/ul>\n<p><strong>Nev\u00fdhody:<\/strong><\/p>\n<ul>\n<li>M\u00e9n\u011b zn\u00e1m\u00e9 mezi obyvatelstvem<\/li>\n<li>Politicky obt\u00ed\u017en\u011b vysv\u011btliteln\u00e9<\/li>\n<li>P\u0159edpokl\u00e1d\u00e1 d\u016fv\u011bru ve funguj\u00edc\u00ed finan\u010dn\u00ed spr\u00e1vu<\/li>\n<\/ul>\n<h3>4. p\u0159ehodnocen\u00ed pr\u00e1ce: podpora podnik\u00e1n\u00ed a mikroprojekt\u016f<\/h3>\n<p>Zat\u00edmco mnoh\u00e9 modely jsou zalo\u017eeny na st\u00e1tu, jin\u00e9 koncepce se zam\u011b\u0159uj\u00ed na osobn\u00ed odpov\u011bdnost jednotlivce. Ka\u017ed\u00fd, kdo kv\u016fli um\u011bl\u00e9 inteligenci p\u0159ijde o sv\u00e9 dosavadn\u00ed zam\u011bstn\u00e1n\u00ed, m\u016f\u017ee naj\u00edt nov\u00e9 cesty - jako solopodnikatel, mikropodnikatel, kou\u010d, um\u011blec, konzultant nebo prost\u0159ednictv\u00edm projektov\u00e9 pr\u00e1ce na nov\u00fdch digit\u00e1ln\u00edch trz\u00edch.<\/p>\n<p><strong>To vy\u017eaduje:<\/strong><\/p>\n<ul>\n<li>Financov\u00e1n\u00ed start-up\u016f, kter\u00e9 skute\u010dn\u011b za\u010d\u00edn\u00e1 u mal\u00fdch n\u00e1pad\u016f - ne jen u start-up\u016f s fantaziemi o rizikov\u00e9m kapit\u00e1lu<\/li>\n<li>P\u0159\u00edstup ke vzd\u011bl\u00e1n\u00ed, n\u00e1stroj\u016fm a trh\u016fm<\/li>\n<li>Kulturn\u00ed zm\u011bna: Podnik\u00e1n\u00ed mus\u00ed b\u00fdt op\u011bt vn\u00edm\u00e1no jako norm\u00e1ln\u00ed, \u010destn\u00e9 a spole\u010densky relevantn\u00ed.<\/li>\n<\/ul>\n<p>Koneckonc\u016f ne ka\u017ed\u00fd m\u016f\u017ee nebo chce b\u00fdt tradi\u010dn\u00edm podnikatelem - ale t\u00e9m\u011b\u0159 ka\u017ed\u00fd m\u00e1 dovednosti, kter\u00e9 lze n\u011bjak\u00fdm zp\u016fsobem produktivn\u011b vyu\u017e\u00edt. Zvl\u00e1\u0161t\u011b ve sv\u011bt\u011b, kde platformy a um\u011bl\u00e1 inteligence mnoho v\u011bc\u00ed zjednodu\u0161uj\u00ed.<\/p>\n<h3>5. vzd\u011bl\u00e1n\u00ed, vzd\u011bl\u00e1n\u00ed, vzd\u011bl\u00e1n\u00ed - ale jinak<\/h3>\n<p>Z dlouhodob\u00e9ho hlediska nelze zm\u011bny dos\u00e1hnout bez radik\u00e1ln\u00ed reformy vzd\u011bl\u00e1v\u00e1n\u00ed. Tradi\u010dn\u00ed \u0161koly \u010dasto nedok\u00e1\u017eou p\u0159ipravit studenty na sv\u011bt, ve kter\u00e9m lid\u00e9 mus\u00ed spolupracovat se syst\u00e9my um\u011bl\u00e9 inteligence, neust\u00e1le se p\u0159etv\u00e1\u0159et a kriticky myslet.<\/p>\n<p><strong>To by bylo nezbytn\u00e9:<\/strong><\/p>\n<ul>\n<li>Modely celo\u017eivotn\u00edho vzd\u011bl\u00e1v\u00e1n\u00ed<\/li>\n<li>Individualizovan\u00e9 syst\u00e9my u\u010den\u00ed s podporou um\u011bl\u00e9 inteligence<\/li>\n<li>Zam\u011b\u0159en\u00ed na metakompetence: \u0159e\u0161en\u00ed probl\u00e9m\u016f, kreativita, etika, sebe\u0159\u00edzen\u00ed.<\/li>\n<li>Praktick\u00e9 dovednosti: sebepropagace, digit\u00e1ln\u00ed n\u00e1stroje, finan\u010dn\u00ed inteligence<\/li>\n<\/ul>\n<p>Stru\u010dn\u011b \u0159e\u010deno: m\u00e9n\u011b \u0161koln\u00ed l\u00e1tky, v\u00edce \u017eivotn\u00edch dovednost\u00ed.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-2948 alignnone\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-stratiegien-unternehmer.jpg\" alt=\"Strategie pro podnikatele ve v\u011bku um\u011bl\u00e9 inteligence\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-stratiegien-unternehmer.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-stratiegien-unternehmer-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-stratiegien-unternehmer-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-stratiegien-unternehmer-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Co je nyn\u00ed d\u016fle\u017eit\u00e9: strategie pro firmy a jednotlivce<\/h2>\n<p>M\u00edsto toho, abychom se nechali ochromit strachem, mus\u00edme jednat aktivn\u011b. Ot\u00e1zkou ji\u017e nen\u00ed, zda um\u011bl\u00e1 inteligence p\u0159ich\u00e1z\u00ed, ale jak se s n\u00ed vypo\u0159\u00e1d\u00e1me.<\/p>\n<h3>1. pro spole\u010dnosti: Automatizujte, ale s citem pro proporce<\/h3>\n<ul>\n<li><strong>Anal\u00fdza vlastn\u00edch proces\u016f<\/strong>Kter\u00e9 \u010dinnosti jsou opakuj\u00edc\u00ed se rutiny? Kter\u00e1 rozhodnut\u00ed st\u00e1le vy\u017eaduj\u00ed lidsk\u00fd \u00fasudek?<\/li>\n<li><strong>\u0160kolen\u00ed zam\u011bstnanc\u016f<\/strong>Ne ka\u017ed\u00fd bude nahrazen um\u011blou inteligenc\u00ed, ale t\u00e9m\u011b\u0159 ka\u017ed\u00fd bude muset s um\u011blou inteligenc\u00ed pracovat. Ti, kte\u0159\u00ed sv\u00e9 zam\u011bstnance v\u010das vy\u0161kol\u00ed, si zajist\u00ed n\u00e1skok.<\/li>\n<li><a href=\"https:\/\/gofilemaker.de\/2023\/02\/cloud-oder-server-warum-die-datenhoheit-immer-wichtiger-wird\/\" target=\"_blank\" rel=\"noopener\"><strong>Uchov\u00e1vejte data na m\u00edstn\u00ed \u00farovni<\/strong><\/a>, pokud mo\u017eno nepou\u017e\u00edvejte cloudov\u00e9 syst\u00e9my pro obchodn\u00ed \u00fa\u010dely (GDPR).<\/li>\n<li><strong>M\u00edstn\u00ed syst\u00e9my um\u011bl\u00e9 inteligence<\/strong> jako je Mistral nebo LLaMA, nap\u0159. s <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/08\/local-ki-na-macu-takto-1tp12vytvoreni-jazykoveho-modelu-pomoci-ollama\/\"><strong>Ollama<\/strong><\/a> nebo <a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/mlx-na-jablecnem-kremiku-jako-mistni-ki-ve-srovnani-s-ollama-co\/\"><strong>MLX<\/strong><\/a> na Macu Silicon<\/li>\n<li><strong>Nov\u00e9 obchodn\u00ed modely<\/strong>AI tak\u00e9 otev\u00edr\u00e1 nov\u00e9 trhy - od slu\u017eeb zalo\u017een\u00fdch na datech a\u017e po produkty optimalizovan\u00e9 pro AI. Tato zm\u011bna nab\u00edz\u00ed p\u0159\u00edle\u017eitosti pro chytr\u00e9 poskytovatele specializovan\u00fdch slu\u017eeb.<\/li>\n<\/ul>\n<h3>2. pro jednotlivce: Od spot\u0159ebitel\u016f ke spolutv\u016frc\u016fm<\/h3>\n<ul>\n<li><strong>Digit\u00e1ln\u00ed vzd\u011bl\u00e1v\u00e1n\u00ed jako \u017eivotn\u00ed \u00fakol<\/strong>Pr\u00e1ce s um\u011blou inteligenc\u00ed by se m\u011bla st\u00e1t z\u00e1kladn\u00ed dovednost\u00ed - stejn\u011b jako \u010dten\u00ed a psan\u00ed.<\/li>\n<li><strong>Uv\u011bdom\u011bn\u00ed si vlastn\u00edch siln\u00fdch str\u00e1nek<\/strong>Kreativita, empatie, etika, strategie - tyto dovednosti (zat\u00edm) nelze nahradit.<\/li>\n<li><strong>Rozvoj odolnosti<\/strong>Ti, kte\u0159\u00ed se pru\u017en\u011b p\u0159izp\u016fsobuj\u00ed nov\u00fdm technologi\u00edm a nelp\u00ed na star\u00fdch jistot\u00e1ch, z\u016fstanou relevantn\u00ed i ve sv\u011bt\u011b ovl\u00e1dan\u00e9m um\u011blou inteligenc\u00ed.<\/li>\n<\/ul>\n<h2>Frank Thelen v rozhovoru: AI p\u0159eb\u00edr\u00e1 vl\u00e1du a my nejsme p\u0159ipraveni<\/h2>\n<p>V tomto rozhovoru <a href=\"https:\/\/frank.io\" target=\"_blank\" rel=\"noopener\">Frank Thelen<\/a> vykreslil drastick\u00fd obraz bl\u00edzk\u00e9 budoucnosti pr\u00e1ce. Podle n\u011bj nejsou v\u00fdkonn\u00e9 syst\u00e9my um\u011bl\u00e9 inteligence a humanoidn\u00ed roboti teprve na za\u010d\u00e1tku, jsou prakticky p\u0159ipraveni - chyb\u00ed hlavn\u011b je\u0161t\u011b \u0161k\u00e1lov\u00e1n\u00ed ve v\u00fdrob\u011b. Rozhoduj\u00edc\u00ed bude zejm\u00e9na okam\u017eik, kdy velc\u00ed poskytovatel\u00e9 platforem, jako je Apple, integruj\u00ed inteligentn\u00ed funkce hluboko do sv\u00fdch opera\u010dn\u00edch syst\u00e9m\u016f. Pak, jak o\u010dek\u00e1v\u00e1, se automatizace n\u00e1hle dostane i k lidem, kte\u0159\u00ed se d\u0159\u00edve c\u00edtili bezpe\u010dn\u011b.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_xky65Jl-54o\"><div id=\"lyte_xky65Jl-54o\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2Fxky65Jl-54o%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\/xky65Jl-54o\" 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%2Fxky65Jl-54o%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 \/>\nAI p\u0159evezme vl\u00e1du za 2 roky - nejsme p\u0159ipraveni | <a href=\"https:\/\/www.youtube.com\/@ben_ungeskriptet\" target=\"_blank\" rel=\"nofollow noopener\">{nezaps\u00e1no} od Bena<\/a><\/p>\n<p>Thelen argumentuje z pohledu investora: produktivita se masivn\u011b zv\u00fd\u0161\u00ed, rutinn\u00ed \u00fakoly zmiz\u00ed a cel\u00e9 pracovn\u00ed profily se budou muset vynal\u00e9zt znovu. Z\u00e1rove\u0148 klade otev\u0159enou ot\u00e1zku, jak mohou vypadat p\u0159\u00edjmy, konkurenceschopnost a soci\u00e1ln\u00ed stabilita ve sv\u011bt\u011b, v n\u011bm\u017e kognitivn\u00ed pr\u00e1ci st\u00e1le v\u00edce p\u0159eb\u00edraj\u00ed stroje. Toto video ukazuje jen v\u00fd\u0148atek z velmi zaj\u00edmav\u00e9ho a t\u00e9m\u011b\u0159 <a href=\"https:\/\/www.youtube.com\/watch?v=CjorndPBXd8\" target=\"_blank\" rel=\"nofollow noopener\"><strong>t\u0159\u00edhodinov\u00fd origin\u00e1ln\u00ed podcast<\/strong><\/a>.<\/p>\n<h2 data-start=\"6050\" data-end=\"6134\">Pro\u010d se tomuto t\u00e9matu v\u011bnuji i ve sv\u00e9 knize<\/h2>\n<figure id=\"attachment_2437\" aria-describedby=\"caption-attachment-2437\" style=\"width: 210px\" class=\"wp-caption alignright\"><a href=\"https:\/\/schall-verlag.de\/buch-krisen.php\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2437\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg-715x1024.jpg\" alt=\"Kniha &quot;Krize jako bod obratu - u\u010dit se, r\u016fst, formovat\" width=\"220\" height=\"315\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg-715x1024.jpg 715w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg-210x300.jpg 210w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg-768x1100.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg-8x12.jpg 8w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krisen-Cover-Front-DEjpg.jpg 838w\" sizes=\"auto, (max-width: 220px) 100vw, 220px\" \/><\/a><figcaption id=\"caption-attachment-2437\" class=\"wp-caption-text\">Krize jako bod obratu<\/figcaption><\/figure>\n<p data-start=\"6136\" data-end=\"6442\">V m\u00e9 knize <em><strong data-start=\"6151\" data-end=\"6209\">\"Krize jako bod obratu - u\u010den\u00ed, r\u016fst, formov\u00e1n\u00ed\"<\/strong><\/em> Pr\u00e1v\u011b takov\u00fdmi ot\u00e1zkami se zab\u00fdv\u00e1m:<\/p>\n<p data-start=\"6136\" data-end=\"6442\">Jak se m\u016f\u017eeme s d\u016fv\u011brou vypo\u0159\u00e1dat s ot\u0159esy? Jak\u00e9 strategie n\u00e1m pomohou nepropadnout strachu nebo rezignaci? A jak se n\u00e1m to da\u0159\u00ed? <strong data-start=\"6389\" data-end=\"6431\">Prom\u011bna krize v novou vizi \u017eivota<\/strong> formovat?<\/p>\n<p data-start=\"6444\" data-end=\"6607\">Pr\u00e1v\u011b v\u00fdvoj um\u011bl\u00e9 inteligence je uk\u00e1zkov\u00fdm p\u0159\u00edkladem toho, jak se technologick\u00fd p\u0159evrat m\u016f\u017ee st\u00e1t osobn\u00ed p\u0159\u00edle\u017eitost\u00ed. <strong data-start=\"6571\" data-end=\"6606\">pokud jste ochotni p\u0159ehodnotit<\/strong>.<\/p>\n<p data-start=\"6609\" data-end=\"6772\">Ti, kte\u0159\u00ed u\u017e neorganizuj\u00ed sv\u016fj \u017eivot podle star\u00fdch pravidel, ale podle toho. <strong data-start=\"6678\" data-end=\"6701\">dynamick\u00fd projekt<\/strong>m\u00e1 velkou \u0161anci nejen proj\u00edt, ale i vyr\u016fst.<\/p>\n<h2>Za\u010d\u00edn\u00e1 dal\u0161\u00ed f\u00e1ze - a my se rozhodujeme, jak ji utv\u00e1\u0159et.<\/h2>\n<p>Um\u011bl\u00e1 inteligence nen\u00ed ani spasitelem, ani d\u00edlem \u010f\u00e1bla. Je to n\u00e1stroj - v\u00fdkonn\u00fd, efektivn\u00ed, neutr\u00e1ln\u00ed. Z\u00e1le\u017e\u00ed jen na n\u00e1s, jak ji budeme pou\u017e\u00edvat. Jedno je jasn\u00e9: n\u00e1\u0161 vzd\u011bl\u00e1vac\u00ed syst\u00e9m, na\u0161e ekonomick\u00e9 struktury a na\u0161e osobn\u00ed my\u0161lenkov\u00e9 n\u00e1vyky se mus\u00ed zm\u011bnit - rychleji ne\u017e kdykoli p\u0159edt\u00edm.<\/p>\n<p data-start=\"5613\" data-end=\"5838\">\u017d\u00e1dn\u00e9 opat\u0159en\u00ed nebude sta\u010dit. V\u00fdzvy, kter\u00e9 um\u011bl\u00e1 inteligence p\u0159edstavuje, jsou p\u0159\u00edli\u0161 slo\u017eit\u00e9. Pravd\u011bpodobn\u011b bude existovat <strong data-start=\"5733\" data-end=\"5745\">Sm\u011bs<\/strong> z n\u011bkolika koncepc\u00ed - v z\u00e1vislosti na zemi, soci\u00e1ln\u00ed struktu\u0159e a politick\u00e9m klimatu.<\/p>\n<ul data-start=\"5840\" data-end=\"6043\">\n<li data-start=\"5840\" data-end=\"5917\">\n<p data-start=\"5842\" data-end=\"5917\"><strong data-start=\"5842\" data-end=\"5857\">Technologie<\/strong> nelze zastavit - ale lze ji formovat.<\/p>\n<\/li>\n<li data-start=\"5918\" data-end=\"5974\">\n<p data-start=\"5920\" data-end=\"5974\"><strong data-start=\"5920\" data-end=\"5931\">Syst\u00e9my<\/strong> se mus\u00ed p\u0159izp\u016fsobit - ale to lid\u00e9 tak\u00e9.<\/p>\n<\/li>\n<li data-start=\"5975\" data-end=\"6043\">\n<p data-start=\"5977\" data-end=\"6043\"><strong data-start=\"5977\" data-end=\"5990\">Odolnost<\/strong> vznik\u00e1 tam, kde je strach nahrazen akc\u00ed.<\/p>\n<\/li>\n<\/ul>\n<p>Ti, kte\u0159\u00ed se v\u010das p\u0159iprav\u00ed, zbyst\u0159\u00ed sv\u00e9 my\u0161len\u00ed a jednaj\u00ed strategicky, mohou nejen p\u0159e\u017e\u00edt, ale tak\u00e9 utv\u00e1\u0159et budoucnost. Nemus\u00edte propadat panice - pot\u0159ebujete v\u0161ak odhodl\u00e1n\u00ed, p\u0159edv\u00eddavost a odvahu ke zm\u011bn\u011b.<\/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-580 { --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-580 { --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-580\" 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=\"mlx auf apple silicon als lokale ki im vergleich mit ollama &#038; co.\" data-id=\"2857\"  data-category=\"apple macos ki-systeme\" data-post_tag=\"datenschutz k\u00fcnstliche intelligenz llama llm mistral mlx ollama 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\/09\/mlx-na-jablecnem-kremiku-jako-mistni-ki-ve-srovnani-s-ollama-co\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">MLX na Apple Silicon jako m\u00edstn\u00ed AI ve srovn\u00e1n\u00ed s Ollama &amp; Co.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"576\" class=\"attachment-full size-full\" alt=\"M\u00edstn\u00ed um\u011bl\u00e1 inteligence na Macu s MLX\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-300x169.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-768x432.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-18x10.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\/mlx-na-jablecnem-kremiku-jako-mistni-ki-ve-srovnani-s-ollama-co\/\" rel=\"bookmark\">MLX na Apple Silicon jako m\u00edstn\u00ed AI ve srovn\u00e1n\u00ed s Ollama &amp; Co.<\/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=\"gfm-business und die zukunft des erp: lokale intelligenz statt cloud-abh\u00e4ngigkeit\" data-id=\"2956\"  data-category=\"apple iphone &amp; ipad apple macos filemaker &amp; erp ki-systeme\" data-post_tag=\"datenschutz digitales eigentum erp-software filemaker gfm-business k\u00fcnstliche intelligenz llm neo4j qdrant 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\/09\/gfm-business-a-budoucnost-erp-lokalni-inteligence-misto-zavislosti-na-cloudu\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">gFM-Business a budoucnost ERP: lok\u00e1ln\u00ed inteligence m\u00edsto z\u00e1vislosti na cloudu<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"gFM-Business a AI + znalostn\u00ed graf\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/gfm-ERP-KI-Wissensgraf.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/gfm-ERP-KI-Wissensgraf.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/gfm-ERP-KI-Wissensgraf-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/gfm-ERP-KI-Wissensgraf-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/gfm-ERP-KI-Wissensgraf-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\/gfm-business-a-budoucnost-erp-lokalni-inteligence-misto-zavislosti-na-cloudu\/\" rel=\"bookmark\">gFM-Business a budoucnost ERP: lok\u00e1ln\u00ed inteligence m\u00edsto z\u00e1vislosti na cloudu<\/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=\"lora-training: wie filemaker 2025 das feintuning gro\u00dfer sprachmodelle vereinfacht\" data-id=\"3220\"  data-category=\"filemaker &amp; erp ki-systeme\" data-post_tag=\"datenbanken filemaker k\u00fcnstliche intelligenz llm mlx 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\/10\/skoleni-lora-jak-filemaker-2025-zjednodusuje-jemne-ladeni-rozsahlych-jazykovych-modelu\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Tr\u00e9nink LoRA: Jak FileMaker 2025 zjednodu\u0161uje lad\u011bn\u00ed velk\u00fdch jazykov\u00fdch model\u016f<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Jemn\u00e9 lad\u011bn\u00ed LoRA - FileMaker 2025\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/lora-finetuning-filemaker.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/lora-finetuning-filemaker.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lora-finetuning-filemaker-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lora-finetuning-filemaker-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lora-finetuning-filemaker-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\/10\/skoleni-lora-jak-filemaker-2025-zjednodusuje-jemne-ladeni-rozsahlych-jazykovych-modelu\/\" rel=\"bookmark\">Tr\u00e9nink LoRA: Jak FileMaker 2025 zjednodu\u0161uje lad\u011bn\u00ed velk\u00fdch jazykov\u00fdch model\u016f<\/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 o budoucnosti pr\u00e1ce v dob\u011b um\u011bl\u00e9 inteligence<\/h2>\n<ol>\n<li><strong>Kter\u00e9 profesn\u00ed skupiny jsou nejv\u00edce ohro\u017eeny um\u011blou inteligenc\u00ed?<\/strong><br \/>\nNejv\u011bt\u0161\u00ed rizika v sou\u010dasnosti hroz\u00ed u profes\u00ed s vysok\u00fdm pod\u00edlem standardizovan\u00fdch, opakuj\u00edc\u00edch se \u00fakol\u016f, jako je administrativa, z\u00e1kaznick\u00e1 podpora, copywriting, \u00fa\u010detnictv\u00ed, p\u0159ekladatelstv\u00ed, v\u00fdvoj IT nebo grafick\u00fd design. Dokonce i pr\u00e1vnick\u00e9 nebo l\u00e9ka\u0159sk\u00e9 asisten\u010dn\u00ed pr\u00e1ce m\u016f\u017ee ji\u017e dnes \u010d\u00e1ste\u010dn\u011b vykon\u00e1vat um\u011bl\u00e1 inteligence. Rozhoduj\u00edc\u00edm faktorem nen\u00ed n\u00e1zev pracovn\u00ed pozice, ale kombinace \u00fakol\u016f: \u010d\u00edm v\u00edce rutiny, t\u00edm vy\u0161\u0161\u00ed riziko.<\/li>\n<li><strong>Zaniknou v d\u016fsledku um\u011bl\u00e9 inteligence skute\u010dn\u011b miliony pracovn\u00edch m\u00edst?<\/strong><br \/>\nNemus\u00ed nutn\u011b zaniknout v\u0161echny pracovn\u00ed pozice, ale mnoho d\u00edl\u010d\u00edch \u00fakol\u016f ano. To znamen\u00e1, \u017ee \u010dlov\u011bk nemus\u00ed b\u00fdt nahrazen um\u011blou inteligenc\u00ed, ale cel\u00fd t\u00fdm bude nahrazen jedn\u00edm specialistou s podporou um\u011bl\u00e9 inteligence. McKinsey, PwC a dal\u0161\u00ed poradensk\u00e9 spole\u010dnosti p\u0159edpokl\u00e1daj\u00ed, \u017ee celosv\u011btov\u011b by to mohlo ovlivnit stovky tis\u00edc pracovn\u00edch m\u00edst v jednotliv\u00fdch odv\u011btv\u00edch - zejm\u00e9na v sektoru slu\u017eeb, administrativn\u00edch \u010dinnost\u00ed a jednoduch\u00fdch IT prac\u00ed.<\/li>\n<li><strong>Kter\u00e1 povol\u00e1n\u00ed jsou navzdory um\u011bl\u00e9 inteligenci pova\u017eov\u00e1na za \"odoln\u00e1 v\u016f\u010di budoucnosti\"?<\/strong><br \/>\nM\u00e9n\u011b ohro\u017een\u00e9 jsou profese se siln\u00fdm lidsk\u00fdm p\u0159\u00edstupem, tv\u016fr\u010d\u00edm \u0159e\u0161en\u00edm probl\u00e9m\u016f nebo strategick\u00fdm my\u0161len\u00edm - nap\u0159\u00edklad v oblasti kou\u010dov\u00e1n\u00ed, poradenstv\u00ed, p\u00e9\u010de, \u0159emesel, vzd\u011bl\u00e1v\u00e1n\u00ed, strategick\u00e9ho \u0159\u00edzen\u00ed, designov\u00e9ho my\u0161len\u00ed, moderov\u00e1n\u00ed a mediace. Za perspektivn\u00ed se pova\u017euj\u00ed tak\u00e9 vysoce specializovan\u00ed odborn\u00edci, kte\u0159\u00ed s um\u011blou inteligenc\u00ed pracuj\u00ed (sp\u00ed\u0161e ne\u017e aby ji nahradili) - nap\u0159. pohotov\u00ed in\u017een\u00fd\u0159i, \u0161kolitel\u00e9 v oblasti um\u011bl\u00e9 inteligence, syst\u00e9mov\u00ed architekti nebo etici pro syst\u00e9my um\u011bl\u00e9 inteligence.<\/li>\n<li><strong>Je nepodm\u00edn\u011bn\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem re\u00e1ln\u00fdm \u0159e\u0161en\u00edm?<\/strong><br \/>\nZ\u00e1le\u017e\u00ed na zemi, form\u011b spole\u010dnosti a financov\u00e1n\u00ed. Celost\u00e1tn\u00ed trval\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem vy\u017eaduje obrovsk\u00e9 st\u00e1tn\u00ed prost\u0159edky a dalekos\u00e1hlou zm\u011bnu syst\u00e9mu. Pilotn\u00ed projekty ukazuj\u00ed pozitivn\u00ed \u00fa\u010dinky na du\u0161evn\u00ed zdrav\u00ed, \u00fa\u010dast na vzd\u011bl\u00e1v\u00e1n\u00ed a inova\u010dn\u00ed s\u00edlu - ale existuj\u00ed tak\u00e9 nezodpov\u011bzen\u00e9 ot\u00e1zky t\u00fdkaj\u00edc\u00ed se financov\u00e1n\u00ed. Nen\u00ed to v\u0161el\u00e9k, ale mohl by b\u00fdt d\u016fle\u017eit\u00fdm stavebn\u00edm kamenem v ekonomice podporovan\u00e9 um\u011blou inteligenc\u00ed.<\/li>\n<li><strong>Jak\u00fd je rozd\u00edl mezi UBI a z\u00e1pornou dan\u00ed z p\u0159\u00edjmu?<\/strong><br \/>\nV p\u0159\u00edpad\u011b nepodm\u00edn\u011bn\u00e9ho z\u00e1kladn\u00edho p\u0159\u00edjmu (UBI) dost\u00e1v\u00e1 ka\u017ed\u00fd stejnou \u010d\u00e1stku - bez ohledu na p\u0159\u00edjem nebo pot\u0159eby.<br \/>\nP\u0159i z\u00e1porn\u00e9 dani z p\u0159\u00edjmu dost\u00e1vaj\u00ed st\u00e1tn\u00ed dotace pouze lid\u00e9 pod ur\u010ditou hranic\u00ed p\u0159\u00edjmu. \u010c\u00edm v\u00edce n\u011bkdo vyd\u011bl\u00e1v\u00e1, t\u00edm ni\u017e\u0161\u00ed je dotace - dokud nen\u00ed zru\u0161ena nebo se nestane b\u011b\u017enou da\u0148ovou povinnost\u00ed. Tento koncept je pova\u017eov\u00e1n za spravedliv\u011bj\u0161\u00ed a efektivn\u011bj\u0161\u00ed, ale je m\u00e9n\u011b intuitivn\u011b pochopiteln\u00fd.<\/li>\n<li><strong>Pro\u010d jsou n\u011bkte\u0159\u00ed odborn\u00edci, jako nap\u0159\u00edklad Elon Musk, zast\u00e1nci vysok\u00e9ho UBI?<\/strong><br \/>\nElon Musk a dal\u0161\u00ed technologi\u010dt\u00ed pr\u016fkopn\u00edci v\u011b\u0159\u00ed, \u017ee masivn\u00ed automatizace zp\u016fsob\u00ed, \u017ee mnoho pracovn\u00edch m\u00edst bude zcela zbyte\u010dn\u00fdch. Vysok\u00fd z\u00e1kladn\u00ed p\u0159\u00edjem (nap\u0159. 2 000 eur nebo v\u00edce) m\u00e1 zabr\u00e1nit tomu, aby se lid\u00e9 dostali do finan\u010dn\u00ed t\u00edsn\u011b, pokud jejich dovednosti p\u0159estanou b\u00fdt na trhu pr\u00e1ce n\u00e1hle pot\u0159ebn\u00e9. Sou\u010dasn\u011b by m\u011bl vytvo\u0159it nov\u00e9 svobody pro tv\u016fr\u010d\u00ed, soci\u00e1ln\u00ed nebo podnikatelsk\u00fd rozvoj.<\/li>\n<li><strong>Jak pravd\u011bpodobn\u00e9 je, \u017ee um\u011bl\u00e1 inteligence nahrad\u00ed i tv\u016fr\u010d\u00ed profese?<\/strong><br \/>\nTo se ji\u017e do jist\u00e9 m\u00edry d\u011bje: n\u00e1stroje um\u011bl\u00e9 inteligence vytv\u00e1\u0159ej\u00ed texty, obr\u00e1zky, videa a hudbu - \u010dasto v \u00fa\u017easn\u00e9 kvalit\u011b. Skute\u010dn\u00e1 kreativita v\u0161ak nen\u00ed jen o v\u00fdsledc\u00edch, ale tak\u00e9 o kontextu, intuici, zku\u0161enostech a dopadu. Um\u011bl\u00e1 inteligence m\u016f\u017ee podpo\u0159it nebo urychlit tv\u016fr\u010d\u00ed procesy, ale nem\u016f\u017ee nahradit to, co d\u011bl\u00e1 lidi jedine\u010dn\u00fdmi: tv\u016fr\u010d\u00ed v\u016fli a my\u0161len\u00ed mimo r\u00e1mec.<\/li>\n<li><strong>Jakou roli hraje vzd\u011bl\u00e1v\u00e1n\u00ed p\u0159i zvl\u00e1d\u00e1n\u00ed zm\u011bn v oblasti UI?<\/strong><br \/>\nRozhoduj\u00edc\u00ed. Nesta\u010d\u00ed v\u0161ak \"digitalizovat\" st\u00e1vaj\u00edc\u00ed \u0161kolsk\u00fd syst\u00e9m. Je t\u0159eba zm\u011bnit paradigma: odklonit se od pouh\u00e9ho memorov\u00e1n\u00ed a p\u0159ej\u00edt k tvo\u0159ivosti, kritick\u00e9mu my\u0161len\u00ed, sebe\u0159\u00edzen\u00ed a celo\u017eivotn\u00edmu u\u010den\u00ed. Digit\u00e1ln\u00ed n\u00e1stroje (v\u010detn\u011b um\u011bl\u00e9 inteligence) by m\u011bly pomoci, ale nem\u011bly by b\u00fdt c\u00edlem. Vzd\u011bl\u00e1v\u00e1n\u00ed mus\u00ed lidem umo\u017enit pochopit zm\u011bny, utv\u00e1\u0159et je a orientovat se v nich.<\/li>\n<li><strong>M\u016f\u017ee b\u00fdt podnik\u00e1n\u00ed skute\u010dn\u011b \u0159e\u0161en\u00edm ztr\u00e1ty pracovn\u00edch m\u00edst?<\/strong><br \/>\nAno - pokud uva\u017eujete ze\u0161iroka. Podnik\u00e1n\u00ed dnes ji\u017e nemus\u00ed nutn\u011b znamenat spole\u010dnost s ru\u010den\u00edm omezen\u00fdm, obchodn\u00ed pl\u00e1n a kancel\u00e1\u0159 s otev\u0159en\u00fdm prostorem. Jako podnikatel\u00e9 p\u016fsob\u00ed i samostatn\u00ed pracovn\u00edci na voln\u00e9 noze, tv\u016frci obsahu, poskytovatel\u00e9 slu\u017eeb, v\u00fdvoj\u00e1\u0159i, online konzultanti a projektov\u00ed pracovn\u00edci. Um\u011bl\u00e1 inteligence m\u016f\u017ee p\u0159evz\u00edt mnoho \u00fakol\u016f, tak\u017ee i jedno\u010dlenn\u00e9 firmy mohou dosahovat profesion\u00e1ln\u00edch v\u00fdsledk\u016f - \u010dasto na \u00farovni glob\u00e1ln\u00edho trhu.<\/li>\n<li><strong>Jakou podporu pot\u0159ebuje modern\u00ed podnik\u00e1n\u00ed?<\/strong><br \/>\nP\u0159edev\u0161\u00edm:<br \/>\n- P\u0159\u00edstup ke kapit\u00e1lu a n\u00e1stroj\u016fm<br \/>\n- Odbyrokratizov\u00e1n\u00ed<br \/>\n- Rychl\u00e1 infrastruktura (nap\u0159. internet, digit\u00e1ln\u00ed spr\u00e1va)<br \/>\n- Pr\u00e1vn\u00ed jistota<br \/>\n- Zm\u011bna kultury: Podnikatel\u00e9 ji\u017e nesm\u00ed b\u00fdt vn\u00edm\u00e1ni jako \"rizikov\u00e9 p\u0159\u00edpady\" nebo \"neplati\u010di dan\u00ed\", ale jako \u0159e\u0161itel\u00e9 probl\u00e9m\u016f, inov\u00e1to\u0159i a z\u00e1klad transformace.<\/li>\n<li><strong>Jak rychle AI skute\u010dn\u011b zm\u011bn\u00ed sv\u011bt pr\u00e1ce?<\/strong><br \/>\nMnohem rychleji, ne\u017e mnoz\u00ed o\u010dek\u00e1vali. Zat\u00edmco d\u0159\u00edv\u011bj\u0161\u00ed technologick\u00e9 p\u0159evraty trvaly des\u00edtky let (parn\u00ed stroj, po\u010d\u00edta\u010d, internet), aplikace um\u011bl\u00e9 inteligence se roz\u0161\u00ed\u0159ily po cel\u00e9m sv\u011bt\u011b b\u011bhem n\u011bkolika m\u011bs\u00edc\u016f. Platformy, jako je ChatGPT, dos\u00e1hly milion\u016f u\u017eivatel\u016f b\u011bhem n\u011bkolika t\u00fddn\u016f - n\u011bco, co se nikdy p\u0159edt\u00edm v historii nestalo. Zm\u011bna je exponenci\u00e1ln\u00ed, nikoli line\u00e1rn\u00ed.<\/li>\n<li><strong>Existuje riziko, \u017ee syst\u00e9my um\u011bl\u00e9 inteligence v \"nespr\u00e1vn\u00fdch rukou\" povedou ke koncentraci moci?<\/strong><br \/>\nToto nebezpe\u010d\u00ed je re\u00e1ln\u00e9. V sou\u010dasn\u00e9 dob\u011b dominuje v\u00fdvoji a p\u0159\u00edstupu k v\u00fdkonn\u00fdm model\u016fm um\u011bl\u00e9 inteligence n\u011bkolik velk\u00fdch spole\u010dnost\u00ed (OpenAI, Google, Meta, Amazon, Microsoft). Bez politick\u00e9ho r\u00e1mce a otev\u0159en\u00fdch standard\u016f hroz\u00ed, \u017ee dojde k p\u0159esunu moci podobn\u00e9mu monopolu, kdy ekonomick\u00e1 a soci\u00e1ln\u00ed kontrola bude v rukou n\u011bkolika technologick\u00fdch gigant\u016f.<\/li>\n<li><strong>Co mohu ud\u011blat jako jednotlivec, abych nez\u016fstal pozadu?<\/strong><br \/>\nT\u0159i v\u011bci:<br \/>\n- U\u010den\u00ed se o fungov\u00e1n\u00ed um\u011bl\u00e9 inteligence (nap\u0159. prost\u0159ednictv\u00edm kurz\u016f, n\u00e1stroj\u016f, experiment\u016f).<br \/>\n- Pou\u017e\u00edvejte um\u011blou inteligenci jako n\u00e1stroj - ne jako protivn\u00edka.<br \/>\n- Zamyslete se nad sv\u00fdmi siln\u00fdmi str\u00e1nkami: Co um\u00edm l\u00e9pe ne\u017e um\u011bl\u00e1 inteligence? Jak\u00fd je m\u016fj styl, m\u016fj p\u0159\u00edb\u011bh, moje nab\u00eddka hodnoty?<br \/>\nOdolnost nevych\u00e1z\u00ed z odporu, ale ze spoluvytv\u00e1\u0159en\u00ed.<\/li>\n<li><strong>Nen\u00ed p\u0159ehnan\u00e9 mluvit o \"zhroucen\u00ed syst\u00e9mu\"?<\/strong><br \/>\nNe nutn\u011b - je to varovn\u00fd sign\u00e1l. Prof. Dr. Pero Mi\u0107i\u0107 hovo\u0159\u00ed o mo\u017en\u00e9m kolapsu na\u0161ich pracovn\u00edch a vzd\u011bl\u00e1vac\u00edch syst\u00e9m\u016f, proto\u017ee jsou navr\u017eeny pro pomalost, p\u0159edv\u00eddatelnost a hierarchii. Um\u011bl\u00e1 inteligence v\u0161ak m\u011bn\u00ed trhy, po\u017eadavky a procesy v re\u00e1ln\u00e9m \u010dase. Pokud syst\u00e9my neudr\u017e\u00ed krok, vznik\u00e1 nestabilita - v nejhor\u0161\u00edm p\u0159\u00edpad\u011b bod zvratu.<\/li>\n<li><strong>Co konkr\u00e9tn\u011b mohou politici ud\u011blat pro zm\u00edrn\u011bn\u00ed dopad\u016f zm\u011bn?<\/strong><br \/>\n- Vytvo\u0159it regula\u010dn\u00ed r\u00e1mec pro pou\u017e\u00edv\u00e1n\u00ed um\u011bl\u00e9 inteligence (nap\u0159. povinnost transparentnosti, odpov\u011bdnost, etika).<br \/>\n- Reforma soci\u00e1ln\u00edch syst\u00e9m\u016f (z\u00e1kladn\u00ed p\u0159\u00edjem, z\u00e1porn\u00e1 da\u0148 z p\u0159\u00edjmu, vzd\u011bl\u00e1vac\u00ed pouk\u00e1zky).<br \/>\n- Pos\u00edlen\u00ed podpory pro za\u010d\u00ednaj\u00edc\u00ed podnikatele<br \/>\n- Roz\u0161\u00ed\u0159en\u00ed digit\u00e1ln\u00ed infrastruktury<br \/>\n- zpru\u017en\u011bn\u00ed model\u016f pracovn\u00ed doby, aby se usnadnily p\u0159echody (\u010d\u00e1ste\u010dn\u00e9 \u00favazky, projektov\u00e1 pr\u00e1ce, hybridn\u00ed zam\u011bstn\u00e1n\u00ed).<\/li>\n<li><strong>Kde najdu podrobn\u00e9 \u00favahy o v\u0161ech t\u011bchto t\u00e9matech v kni\u017en\u00ed podob\u011b?<\/strong><br \/>\nV m\u00e9 knize <em>\"Krize jako bod obratu - u\u010den\u00ed. Grow. Tvarovat.\"<\/em> Pr\u00e1v\u011b tyto ot\u00e1zky zkoum\u00e1m: Jak m\u016f\u017eete vyu\u017e\u00edt krizi (nap\u0159. ztr\u00e1tu zam\u011bstn\u00e1n\u00ed kv\u016fli AI) jako p\u0159\u00edle\u017eitost k p\u0159eorientov\u00e1n\u00ed? Jak\u00e9 praktick\u00e9 strategie pom\u00e1haj\u00ed p\u0159ehodnotit \u017eivotn\u00ed pl\u00e1ny - ani\u017e by se \u010dlov\u011bk dostal do zajet\u00ed obav nebo star\u00fdch my\u0161lenkov\u00fdch vzorc\u016f? Kniha kombinuje osobn\u00ed zku\u0161enosti s konkr\u00e9tn\u00edmi podn\u011bty k jedn\u00e1n\u00ed - pro lidi, kte\u0159\u00ed se necht\u011bj\u00ed nechat zahltit budoucnost\u00ed, ale cht\u011bj\u00ed ji aktivn\u011b pom\u00e1hat utv\u00e1\u0159et.<\/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-581 { --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-581 { --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-581\" 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=\"ulrike gu\u00e9rot: eine europ\u00e4erin zwischen idee, universit\u00e4t und \u00f6ffentlichem diskurs\" data-id=\"4039\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit portrait 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\/2025\/12\/ulrike-guerot-evropsky-mezi-ideou-univerzity-a-verejnym-diskurzem\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ulrike Gu\u00e9rot: Evropanka mezi my\u0161lenkou, univerzitou a ve\u0159ejn\u00fdm diskurzem<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Ulrike Gu\u00e9rot a Evropa\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-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\/ulrike-guerot-evropsky-mezi-ideou-univerzity-a-verejnym-diskurzem\/\" rel=\"bookmark\">Ulrike Gu\u00e9rot: Evropanka mezi my\u0161lenkou, univerzitou a ve\u0159ejn\u00fdm diskurzem<\/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=\"apple im wandel: fr\u00fche ger\u00e4te, eigene erfahrungen und eine ausstellung im ocm\" data-id=\"5480\"  data-category=\"allgemein apple iphone &amp; 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kultur\" data-post_tag=\"erfahrungen 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\/01\/porozumeni-iranskemu-kazdodennimu-zivotu-protesty-a-zajmy-mimo-titulky-novin\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Porozum\u011bn\u00ed \u00cdr\u00e1nu: V\u0161edn\u00ed \u017eivot, protesty a z\u00e1jmy mimo titulky novin.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Porozum\u011bn\u00ed \u00cdr\u00e1nu\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Iran-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Iran-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Iran-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Iran-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Iran-Titel-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\/01\/porozumeni-iranskemu-kazdodennimu-zivotu-protesty-a-zajmy-mimo-titulky-novin\/\" rel=\"bookmark\">Porozum\u011bn\u00ed \u00cdr\u00e1nu: V\u0161edn\u00ed \u017eivot, protesty a z\u00e1jmy mimo titulky novin.<\/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>Snad \u017e\u00e1dn\u00e1 jin\u00e1 technologick\u00e1 zm\u011bna nepronikla do na\u0161eho ka\u017edodenn\u00edho \u017eivota tak rychle jako um\u011bl\u00e1 inteligence. To, co bylo je\u0161t\u011b v\u010dera pova\u017eov\u00e1no za vizion\u00e1\u0159skou technologii budoucnosti, je dnes ji\u017e realitou - a\u0165 u\u017e jde o psan\u00ed textov\u00fdch zpr\u00e1v, programov\u00e1n\u00ed, diagnostiku, p\u0159eklady nebo dokonce tvorbu hudby, um\u011bn\u00ed \u010di pr\u00e1vn\u00edch spis\u016f.<\/p>","protected":false},"author":1,"featured_media":2946,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":1643,"footnotes":""},"categories":[466,1,424,431],"tags":[425,471,435,433,437,465,432,448,434],"class_list":["post-2940","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gesellschaft","category-allgemein","category-buecher","category-ki-systeme","tag-buch","tag-kuenstliche-intelligenz","tag-llama","tag-llm","tag-mistral","tag-mlx","tag-ollama","tag-ratgeber","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/2940","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=2940"}],"version-history":[{"count":21,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/2940\/revisions"}],"predecessor-version":[{"id":5962,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/2940\/revisions\/5962"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media\/2946"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media?parent=2940"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/categories?post=2940"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/tags?post=2940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}