{"id":4590,"date":"2026-01-26T06:49:40","date_gmt":"2026-01-26T06:49:40","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=4590"},"modified":"2026-04-22T15:39:26","modified_gmt":"2026-04-22T15:39:26","slug":"umela-inteligence-a-energie-co-ki-boom-skutecne-stoji","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/cs\/2026\/01\/umela-inteligence-a-energie-co-ki-boom-skutecne-stoji\/","title":{"rendered":"Um\u011bl\u00e1 inteligence a energie: kolik skute\u010dn\u011b stoj\u00ed boom um\u011bl\u00e9 inteligence"},"content":{"rendered":"<p>Na prvn\u00ed pohled se zd\u00e1, \u017ee um\u011bl\u00e1 inteligence je t\u00e9m\u011b\u0159 bezt\u00ed\u017en\u00e1. Zad\u00e1te ot\u00e1zku a za p\u00e1r vte\u0159in se objev\u00ed odpov\u011b\u010f. \u017d\u00e1dn\u00fd hluk, \u017e\u00e1dn\u00fd kou\u0159, \u017e\u00e1dn\u00fd viditeln\u00fd pohyb. Zd\u00e1 se, \u017ee se v\u0161e odehr\u00e1v\u00e1 \u201ev oblaku\u201c. Pr\u00e1v\u011b v tom spo\u010d\u00edv\u00e1 chyba v my\u0161len\u00ed. Um\u011bl\u00e1 inteligence nen\u00ed abstraktn\u00ed magie, ale v\u00fdsledek zcela konkr\u00e9tn\u00edch fyzik\u00e1ln\u00edch proces\u016f. Za ka\u017edou odpov\u011bd\u00ed stoj\u00ed datov\u00e1 centra, elektrick\u00e9 veden\u00ed, chladic\u00ed syst\u00e9my, \u010dipy a cel\u00e1 infrastruktura. \u010c\u00edm v\u00edce AI vstupuje do na\u0161eho ka\u017edodenn\u00edho \u017eivota, t\u00edm je tato skute\u010dnost viditeln\u011bj\u0161\u00ed. A pr\u00e1v\u011b zde za\u010d\u00edn\u00e1 ot\u00e1zka udr\u017eitelnosti.<\/p>\n<p>Ka\u017ed\u00fd, kdo mluv\u00ed o um\u011bl\u00e9 inteligenci, ani\u017e by hovo\u0159il o energii, zdroj\u00edch a infrastruktu\u0159e, popisuje pouze povrch. Tento \u010dl\u00e1nek jde hloub\u011bji. Ne alarmismem, ale st\u0159\u00edzliv\u00fdm pohledem na to, co AI skute\u010dn\u011b pot\u0159ebuje ke sv\u00e9mu fungov\u00e1n\u00ed - dnes i v budoucnu.<!--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-241 { --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-241 { --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-241\" 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=\"k\u00fcnstliche intelligenz: welche jobs in gefahr sind, und wie wir uns jetzt wappnen k\u00f6nnen\" data-id=\"2940\"  data-category=\"allgemein b\u00fccher gesellschaft ki-systeme\" data-post_tag=\"buch k\u00fcnstliche intelligenz llama llm mistral mlx ollama ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2025\/09\/umela-inteligence-ktera-pracovni-mista-jsou-ohrozena-a-jak-se-muzeme-vyzbrojit\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Um\u011bl\u00e1 inteligence: kter\u00e1 pracovn\u00ed m\u00edsta jsou ohro\u017eena a jak se m\u016f\u017eeme vyzbrojit hned te\u010f<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Kter\u00e1 pracovn\u00ed m\u00edsta budou v budoucnu zru\u0161ena um\u011blou inteligenc\u00ed?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-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\/umela-inteligence-ktera-pracovni-mista-jsou-ohrozena-a-jak-se-muzeme-vyzbrojit\/\" rel=\"bookmark\">Um\u011bl\u00e1 inteligence: kter\u00e1 pracovn\u00ed m\u00edsta jsou ohro\u017eena a jak se m\u016f\u017eeme vyzbrojit hned te\u010f<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"warum ein eigenes magazin f\u00fcr unternehmen heute wichtiger ist als werbung\" data-id=\"4476\"  data-category=\"gesellschaft ki-systeme tipps &amp; anleitungen\" data-post_tag=\"datenlogik datenschutz digitales eigentum k\u00fcnstliche intelligenz 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\/01\/proc-je-dnes-firemni-casopis-dulezitejsi-nez-reklama\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Pro\u010d je dnes pro firmy d\u016fle\u017eit\u011bj\u0161\u00ed m\u00edt vlastn\u00ed \u010dasopis ne\u017e reklamu?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\u010casopis jako majetek\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-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\/proc-je-dnes-firemni-casopis-dulezitejsi-nez-reklama\/\" rel=\"bookmark\">Pro\u010d je dnes pro firmy d\u016fle\u017eit\u011bj\u0161\u00ed m\u00edt vlastn\u00ed \u010dasopis ne\u017e reklamu?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"warum dieter bohlen spricht, wenn andere schweigen: ein portr\u00e4t \u00fcber flei\u00df und klarheit\" data-id=\"3744\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"auswandern deutschland erfahrungen krisen meinungsfreiheit musik 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\/proc-dieter-bohlen-mluvi-kdyz-ostatni-mlci-portret-pile-a-jasnosti\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Pro\u010d Dieter Bohlen mluv\u00ed, kdy\u017e ostatn\u00ed ml\u010d\u00ed: Portr\u00e9t pracovitosti a jasnosti<\/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\/Dieter-Bohlen-Portrait.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-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\/proc-dieter-bohlen-mluvi-kdyz-ostatni-mlci-portret-pile-a-jasnosti\/\" rel=\"bookmark\">Pro\u010d Dieter Bohlen mluv\u00ed, kdy\u017e ostatn\u00ed ml\u010d\u00ed: Portr\u00e9t pracovitosti a jasnosti<\/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=\"gr\u00f6nland, trump und die frage der zugeh\u00f6rigkeit: geschichte, recht und realit\u00e4t\" data-id=\"4325\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"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\/groenland-trump-a-otazka-sounalezitosti-historie-pravo-a-realita\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Gr\u00f3nsko, Trump a ot\u00e1zka soun\u00e1le\u017eitosti: historie, pr\u00e1vo a realita<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Gr\u00f3nsko na mu\u0161ce: USA a Trump\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-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\/groenland-trump-a-otazka-sounalezitosti-historie-pravo-a-realita\/\" rel=\"bookmark\">Gr\u00f3nsko, Trump a ot\u00e1zka soun\u00e1le\u017eitosti: historie, pr\u00e1vo a realita<\/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>07.04.2026<\/strong>Podcast Fraunhoferova institutu IEM o budoucnosti se v sou\u010dasn\u00e9 dob\u011b vrac\u00ed k velmi emotivn\u00edmu t\u00e9matu: mo\u017en\u00e9mu n\u00e1vratu jadern\u00e9 energie. Zhruba 40 let po \u010cernobylu a po zku\u0161enostech z Fuku\u0161imy byla tato kapitola mnoh\u00fdmi pova\u017eov\u00e1na za uzav\u0159enou - p\u0159\u00edli\u0161 rizikov\u00e1, p\u0159\u00edli\u0161 obt\u00ed\u017en\u011b kontrolovateln\u00e1. Vzhledem k rostouc\u00edm n\u00e1rok\u016fm na dod\u00e1vky energie a v\u00fdzv\u00e1m energetick\u00e9ho p\u0159echodu se v\u0161ak jadern\u00e1 energie op\u011bt dost\u00e1v\u00e1 do pop\u0159ed\u00ed z\u00e1jmu. V podcastu \u201eOUTATIME\u201c diskutuj\u00ed odborn\u00edci Roman Dumitrescu a Tommy Falkowski o oblastech nap\u011bt\u00ed mezi bezpe\u010dnost\u00ed dod\u00e1vek, klimatick\u00fdmi c\u00edli a technologick\u00fdm v\u00fdvojem.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_lcZ3nBspSEY\"><div id=\"lyte_lcZ3nBspSEY\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FlcZ3nBspSEY%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\/lcZ3nBspSEY\" 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%2FlcZ3nBspSEY%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 \/>\n40 let po \u010cernobylu - n\u00e1vrat k jadern\u00e9 energetice, nebo jej\u00ed systematick\u00fd \u00fatlum? | OUTATIME <a href=\"https:\/\/www.youtube.com\/@FraunhoferIEM\" target=\"_blank\" rel=\"nofollow noopener\">Fraunhofer IEM<\/a><\/p>\n<p>Pozornost se zam\u011b\u0159uje nejen na tradi\u010dn\u00ed reaktory, ale tak\u00e9 na nov\u00e9 p\u0159\u00edstupy, jako jsou mal\u00e9 modul\u00e1rn\u00ed reaktory a jadern\u00e1 f\u00faze, kter\u00e1 je ohla\u0161ov\u00e1na ji\u017e n\u011bkolik desetilet\u00ed. Z\u00e1rove\u0148 se ukazuje, \u017ee skute\u010dn\u00e1 v\u00fdzva nespo\u010d\u00edv\u00e1 ani tak v jednotliv\u00fdch technologi\u00edch, jako sp\u00ed\u0161e ve stabilit\u011b komplexn\u00edch energetick\u00fdch syst\u00e9m\u016f. Podcast ukazuje, jak \u00fazce jsou ot\u00e1zky energetiky, infrastruktury a technologick\u00e9ho rozvoje propojeny - zejm\u00e9na v souvislosti s rostouc\u00edmi n\u00e1roky um\u011bl\u00e9 inteligence a digitalizace.<\/p>\n<p><strong>10.03.2026<\/strong>: P\u0159edsedkyn\u011b Evropsk\u00e9 komise Ursula von der Leyenov\u00e1 na mezin\u00e1rodn\u00edm summitu o jadern\u00e9 energii v Pa\u0159\u00ed\u017ei zp\u011btn\u011b zd\u016fraznila \u00fapadek jadern\u00e9 energetiky v Evrop\u011b. <a href=\"https:\/\/www.heise.de\/news\/Von-der-Leyen-Weniger-Atomkraft-rueckblickend-strategischer-Fehler-11205718.html\" target=\"_blank\" rel=\"noopener\"><strong>ozna\u010den za \u201estrategickou chybu\u201c<\/strong><\/a>. Pouk\u00e1zala na to, \u017ee pod\u00edl jadern\u00e9 energie na v\u00fdrob\u011b elekt\u0159iny v Evrop\u011b klesl z p\u0159ibli\u017en\u011b t\u0159etiny v roce 1990 na sou\u010dasn\u00fdch p\u0159ibli\u017en\u011b 15 1TP22 tun, co\u017e zv\u00fd\u0161ilo z\u00e1vislost Evropy na dovozu drah\u00fdch a nestabiln\u00edch fosiln\u00edch paliv.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_uDWSl1F2Knc\"><div id=\"lyte_uDWSl1F2Knc\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FuDWSl1F2Knc%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\/uDWSl1F2Knc\" 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%2FuDWSl1F2Knc%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 \/>\nJadern\u00e9 inovace a glob\u00e1ln\u00ed energetick\u00e1 bezpe\u010dnost: prezidentka von der Leyenov\u00e1 na summitu o jadern\u00e9 energii | <a href=\"https:\/\/www.youtube.com\/@EuropeanCommission\" target=\"_blank\" rel=\"nofollow noopener\">Evropsk\u00e1 komise<\/a><\/p>\n<p>Von der Leyenov\u00e1 ozn\u00e1mila, \u017ee Evropa se chce pod\u00edlet na celosv\u011btov\u00e9m \u201eo\u017eiven\u00ed jadern\u00e9 energetiky\u201c, a mimo jin\u00e9 ozn\u00e1mila, \u017ee garantuje investice ve v\u00fd\u0161i 200 milion\u016f eur do mal\u00fdch modul\u00e1rn\u00edch reaktor\u016f (SMR), kter\u00e9 maj\u00ed b\u00fdt p\u0159ipraveny k pou\u017eit\u00ed na po\u010d\u00e1tku roku 2030, aby se dod\u00e1vky energie staly bezpe\u010dn\u011bj\u0161\u00edmi, levn\u011bj\u0161\u00edmi a s ni\u017e\u0161\u00edmi emisemi.<\/p>\n<hr \/>\n<h2>B\u011b\u017en\u00e1 myln\u00e1 p\u0159edstava: AI jako \u201enehmotn\u00fd oblak\u201c<\/h2>\n<p>Mnoho lid\u00ed si p\u0159edstavuje um\u011blou inteligenci podobn\u011b jako software v minulosti: program, kter\u00fd se n\u011bkde spust\u00ed, aktualizuje a to je v\u0161e. Tato p\u0159edstava vych\u00e1z\u00ed z doby, kdy byl v\u00fdpo\u010detn\u00ed v\u00fdkon relativn\u011b levn\u00fd, lok\u00e1ln\u011b omezen\u00fd a energeticky nen\u00e1padn\u00fd. Um\u011bl\u00e1 inteligence tento r\u00e1mec p\u0159esahuje.<\/p>\n<p>V\u00fdraz \u201ecloud\u201c tento dojem je\u0161t\u011b posiluje. Zn\u00ed m\u011bkce, t\u00e9m\u011b\u0159 p\u0159irozen\u011b. Mraky se vzn\u00e1\u0161ej\u00ed, nic net\u00ed\u017e\u00ed. Ve skute\u010dnosti se za n\u00edm skr\u00fdv\u00e1 jedno z energeticky nejn\u00e1ro\u010dn\u011bj\u0161\u00edch odv\u011btv\u00ed na\u0161\u00ed doby. Velk\u00e9 haly pln\u00e9 v\u00fdkonn\u00fdch po\u010d\u00edta\u010d\u016f, kter\u00e9 b\u011b\u017e\u00ed nep\u0159etr\u017eit\u011b. Tis\u00edce kilometr\u016f kabel\u016f. Masivn\u00ed chladic\u00ed syst\u00e9my. Permanentn\u00ed \u00fadr\u017eba.<\/p>\n<p>Rozd\u00edl oproti tradi\u010dn\u00edmu softwaru nespo\u010d\u00edv\u00e1 v principu, ale v rozsahu. Um\u011bl\u00e1 inteligence se ne\u0161k\u00e1luje line\u00e1rn\u011b. \u010c\u00edm je v\u00fdkonn\u011bj\u0161\u00ed, t\u00edm v\u00edce zdroj\u016f vy\u017eaduje. A neroste n\u011bkde abstraktn\u011b, ale zcela konkr\u00e9tn\u011b na m\u00edst\u011b.<\/p>\n<h3>Co modern\u00ed um\u011bl\u00e1 inteligence skute\u010dn\u011b pot\u0159ebuje<\/h3>\n<p>Abychom pochopili, pro\u010d u\u017e um\u011bl\u00e1 inteligence nen\u00ed jen softwarov\u00fdm t\u00e9matem, je t\u0159eba se pod\u00edvat na jej\u00ed z\u00e1kladn\u00ed pot\u0159eby. Modern\u00ed syst\u00e9my AI vy\u017eaduj\u00ed zejm\u00e9na t\u0159i v\u011bci: v\u00fdpo\u010detn\u00ed v\u00fdkon, energii a chlazen\u00ed.<\/p>\n<p>V\u00fdpo\u010detn\u00ed v\u00fdkon nevznik\u00e1 ze vzduchu. Poskytuj\u00ed ho specializovan\u00e9 \u010dipy optimalizovan\u00e9 pro strojov\u00e9 u\u010den\u00ed. Tyto \u010dipy pracuj\u00ed paraleln\u011b, extr\u00e9mn\u011b rychle - a spot\u0159ebov\u00e1vaj\u00ed p\u0159itom obrovsk\u00e9 mno\u017estv\u00ed energie. \u010c\u00edm v\u011bt\u0161\u00ed je model um\u011bl\u00e9 inteligence, t\u00edm v\u00edce t\u011bchto \u010dip\u016f mus\u00ed pracovat sou\u010dasn\u011b. Jeden model se m\u016f\u017ee skl\u00e1dat z des\u00edtek tis\u00edc takov\u00fdch v\u00fdpo\u010detn\u00edch jednotek.<\/p>\n<p>Spot\u0159eba energie nen\u00ed vedlej\u0161\u00edm, ale kl\u00ed\u010dov\u00fdm faktorem. Um\u011bl\u00e1 inteligence nepo\u010d\u00edt\u00e1 selektivn\u011b, ale pr\u016fb\u011b\u017en\u011b. Po\u017eadavky p\u0159ich\u00e1zej\u00ed nep\u0159etr\u017eit\u011b. Tr\u00e9ninkov\u00e9 b\u011bhy trvaj\u00ed dny nebo t\u00fddny. St\u00e1t na m\u00edst\u011b nen\u00ed ekonomicky v\u00fdhodn\u00e9. Syst\u00e9m mus\u00ed b\u011b\u017eet, a\u0165 u\u017e v noci, o v\u00edkendu nebo o sv\u00e1tc\u00edch.<\/p>\n<p>T\u00edm okam\u017eit\u011b vznik\u00e1 dal\u0161\u00ed probl\u00e9m: teplo. Elektrick\u00e1 energie nen\u00ed pln\u011b p\u0159em\u011bn\u011bna na v\u00fdpo\u010detn\u00ed v\u00fdkon. Zna\u010dn\u00e1 \u010d\u00e1st se p\u0159em\u011bn\u00ed na odpadn\u00ed teplo. Bez rozs\u00e1hl\u00e9ho chlazen\u00ed by modern\u00ed po\u010d\u00edta\u010de s um\u011blou inteligenc\u00ed b\u011bhem kr\u00e1tk\u00e9 doby selhaly. Chlazen\u00ed zase vy\u017eaduje samotnou energii - a \u010dasto i vodu.<\/p>\n<p>Tady je jasn\u00e9, \u017ee um\u011bl\u00e1 inteligence je fyzick\u00e1. Je v\u00e1z\u00e1na na m\u00edsta, na s\u00edt\u011b, na zdroje. A to z n\u00ed nevyhnuteln\u011b \u010din\u00ed ot\u00e1zku udr\u017eitelnosti, i kdy\u017e se chcete tomuto slovu vyhnout.<\/p>\n<h3>\u0160kolen\u00ed a pou\u017e\u00edv\u00e1n\u00ed: dv\u011b zcela odli\u0161n\u00e9 z\u00e1t\u011b\u017ee<\/h3>\n<p>Dal\u0161\u00edm bodem, kter\u00fd je ve ve\u0159ejn\u00e9 diskusi \u010dasto p\u0159ehl\u00ed\u017een, je rozd\u00edl mezi v\u00fdcvikem um\u011bl\u00e9 inteligence a jej\u00edm n\u00e1sledn\u00fdm pou\u017e\u00edv\u00e1n\u00edm. Ob\u011b tyto oblasti jsou \u010dasto h\u00e1zeny do jednoho pytle, a\u010dkoli se jedn\u00e1 o velmi rozd\u00edlnou z\u00e1t\u011b\u017e.<\/p>\n<p>P\u0159i tr\u00e9ninku se zpracov\u00e1v\u00e1 velk\u00e9 mno\u017estv\u00ed dat. Syst\u00e9m se u\u010d\u00ed spojen\u00ed, vzory, jazyk a obrazy. Tato f\u00e1ze je extr\u00e9mn\u011b v\u00fdpo\u010detn\u011b n\u00e1ro\u010dn\u00e1. Obvykle je soust\u0159ed\u011bna ve velk\u00fdch datov\u00fdch centrech a m\u016f\u017ee spot\u0159ebov\u00e1vat obrovsk\u00e9 mno\u017estv\u00ed energie. Jedin\u00e1 tr\u00e9ninkov\u00e1 relace velk\u00e9ho modelu m\u016f\u017ee za del\u0161\u00ed \u010dasov\u00e9 obdob\u00ed spot\u0159ebovat tolik elekt\u0159iny jako mal\u00e9 m\u011bsto.<\/p>\n<p>Po \u0161kolen\u00ed n\u00e1sleduje vyu\u017eit\u00ed. Zde se ji\u017e model z\u00e1sadn\u011b nem\u011bn\u00ed, ale aplikuje. Ka\u017ed\u00fd dotaz spou\u0161t\u00ed v\u00fdpo\u010detn\u00ed procesy, ale v men\u0161\u00edm m\u011b\u0159\u00edtku. Probl\u00e9m spo\u010d\u00edv\u00e1 v masovosti. Kdy\u017e AI denn\u011b pou\u017e\u00edvaj\u00ed miliony nebo miliardy lid\u00ed, tato zd\u00e1nliv\u011b mal\u00e1 n\u00e1maha se s\u010d\u00edt\u00e1 v trvalou z\u00e1kladn\u00ed z\u00e1t\u011b\u017e.<\/p>\n<p>Ob\u011b f\u00e1ze jsou relevantn\u00ed. Tr\u00e9nink zaji\u0161\u0165uje \u0161pi\u010dkov\u00e9 zat\u00ed\u017een\u00ed, vyu\u017eit\u00ed zaji\u0161\u0165uje trvalou spot\u0159ebu. Udr\u017eitelnost mus\u00ed zohlednit ob\u011b \u00farovn\u011b, jinak z\u016fstane anal\u00fdza ne\u00fapln\u00e1.<\/p>\n<h3>Pro\u010d se AI li\u0161\u00ed od p\u0159edchoz\u00ed digitalizace<\/h3>\n<p>M\u016f\u017eete nam\u00edtnout, \u017ee ka\u017ed\u00e1 nov\u00e1 technologie spot\u0159ebov\u00e1v\u00e1 energii. To je pravda. Um\u011bl\u00e1 inteligence se v\u0161ak od p\u0159edchoz\u00edch krok\u016f digitalizace li\u0161\u00ed v jednom z\u00e1sadn\u00edm ohledu: nenahrazuje pouze st\u00e1vaj\u00edc\u00ed procesy, ale vytv\u00e1\u0159\u00ed nov\u00e9.<\/p>\n<p>Internet zefektivnil komunikaci. E-maily nahradily dopisy, videokonference nahradily slu\u017eebn\u00ed cesty. Na druhou stranu se um\u011bl\u00e1 inteligence \u010dasto pou\u017e\u00edv\u00e1 jako dopln\u011bk. Texty se nejen p\u00ed\u0161\u00ed, ale i n\u011bkolikr\u00e1t variuj\u00ed. Obr\u00e1zky se nejen vytv\u00e1\u0159ej\u00ed, ale i v s\u00e9ri\u00edch. Rozhodnut\u00ed nejsou automatizovan\u00e1 a finalizovan\u00e1, ale simulovan\u00e1, vyhodnocovan\u00e1 a p\u0159epo\u010d\u00edt\u00e1van\u00e1.<\/p>\n<p>Zv\u00fd\u0161en\u00ed efektivity zde \u010dasto nevede k \u00faspor\u00e1m, ale ke zv\u00fd\u0161en\u00ed vyu\u017eit\u00ed. To, co je levn\u00e9 a rychle dostupn\u00e9, se pou\u017e\u00edv\u00e1 \u010dast\u011bji. Tento jev nen\u00ed nov\u00fd, ale je obzvl\u00e1\u0161t\u011b v\u00fdrazn\u00fd u um\u011bl\u00e9 inteligence. \u010c\u00edm je lep\u0161\u00ed, t\u00edm v\u011bt\u0161\u00ed je touha ji v\u0161ude pou\u017e\u00edvat. Pr\u00e1v\u011b proto se nad\u011bje, \u017ee samotn\u00e1 technick\u00e1 \u00fa\u010dinnost vy\u0159e\u0161\u00ed probl\u00e9m udr\u017eitelnosti, m\u00edj\u00ed \u00fa\u010dinkem. I \u00fa\u010dinn\u011bj\u0161\u00ed syst\u00e9my mohou v kone\u010dn\u00e9m d\u016fsledku v\u00e9st k vy\u0161\u0161\u00ed celkov\u00e9 spot\u0159eb\u011b.<\/p>\n<p>Kdy\u017e se dnes mluv\u00ed o udr\u017eiteln\u00e9 um\u011bl\u00e9 inteligenci, \u010dasto je v tom mor\u00e1ln\u00ed podtext. To je pochopiteln\u00e9, ale ne v\u017edy u\u017eite\u010dn\u00e9. Ne\u017e za\u010dneme mluvit o dobru a zlu, je vhodn\u00e9 se pod\u00edvat na fyzik\u00e1ln\u00ed principy.<\/p>\n<p>Elekt\u0159ina se mus\u00ed vyr\u00e1b\u011bt. Teplo se mus\u00ed odv\u00e1d\u011bt. Voda je omezen\u00e1. Kapacita s\u00edt\u00ed je omezen\u00e1. Tato fakta nelze obh\u00e1jit bez ohledu na to, jak pokro\u010dil\u00fd je software. Udr\u017eitelnost proto neza\u010d\u00edn\u00e1 dobr\u00fdmi \u00famysly, ale ot\u00e1zkou:<\/p>\n<blockquote><p><em>Co je technicky a infrastrukturn\u011b provediteln\u00e9?<\/em><\/p><\/blockquote>\n<p>Teprve kdy\u017e je tento z\u00e1klad pochopen, lze p\u0159ij\u00edmat smyslupln\u00e1 rozhodnut\u00ed. Rozhodnut\u00ed o tom, kde bude um\u011bl\u00e1 inteligence pou\u017eita, v jak\u00e9m rozsahu a za jakou cenu - jak z ekonomick\u00e9ho, tak ze soci\u00e1ln\u00edho hlediska.<\/p>\n<h3>Skute\u010dn\u00e1 ot\u00e1zka v pozad\u00ed debaty<\/h3>\n<p>Na konci t\u00e9to prvn\u00ed kapitoly je\u0161t\u011b nen\u00ed hodnocen\u00ed, ale sp\u00ed\u0161e zm\u011bna perspektivy. Z\u00e1sadn\u00ed ot\u00e1zka nezn\u00ed: \u201eJe um\u011bl\u00e1 inteligence udr\u017eiteln\u00e1?\u201c. Tato ot\u00e1zka je p\u0159\u00edli\u0161 obecn\u00e1 a vyb\u00edz\u00ed k rychl\u00fdm odpov\u011bd\u00edm.<\/p>\n<p>P\u0159esn\u011bj\u0161\u00ed ot\u00e1zka zn\u00ed: Jakou formu um\u011bl\u00e9 inteligence chceme a kolik jsme za ni ochotni utratit? Energie, zdroje, infrastruktura, politick\u00e1 rozhodnut\u00ed - to v\u0161e je sou\u010d\u00e1st\u00ed rovnice. Ka\u017ed\u00fd, kdo se na um\u011blou inteligenci d\u00edv\u00e1 \u010dist\u011b jako na softwarov\u00fd produkt, tyto vz\u00e1jemn\u00e9 souvislosti p\u0159ehl\u00ed\u017e\u00ed.<\/p>\n<p>N\u00e1sleduj\u00edc\u00ed kapitoly proto nejsou o humbuku nebo strachu, ale o struktur\u00e1ch. O energetick\u00e9 politice, n\u00e1vrhu \u010dip\u016f, ot\u00e1zk\u00e1ch um\u00edst\u011bn\u00ed a sc\u00e9n\u00e1\u0159\u00edch budoucnosti. Proto\u017ee teprve kdy\u017e vid\u00edte stroj, kter\u00fd se skr\u00fdv\u00e1 za kouzlem, m\u016f\u017eete smyslupln\u011b hovo\u0159it o jeho budoucnosti.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4598 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Cloud.jpg\" alt=\"Spot\u0159eba energie cloudov\u00e9 um\u011bl\u00e9 inteligence\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Cloud.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Cloud-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Cloud-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Cloud-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Politick\u00fd zlom - kdy\u017e AI po\u017eaduje vlastn\u00ed elektr\u00e1rny<\/h2>\n<p>N\u011bkdy jedin\u00e1 v\u011bta \u0159ekne o stavu v\u00fdvoje v\u00edce ne\u017e str\u00e1nky studi\u00ed. Kdy\u017e Donald Trump na Sv\u011btov\u00e9m ekonomick\u00e9m f\u00f3ru v Davosu prohl\u00e1sil, \u017ee spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed by si m\u011bly prost\u011b postavit vlastn\u00ed elektr\u00e1rny nebo postavit <a href=\"https:\/\/www.handelsblatt.com\/unternehmen\/energie\/ki-trump-will-tech-konzerne-fuer-neue-kraftwerke-bezahlen-lassen\/100192036.html\" target=\"_blank\" rel=\"noopener\"><strong>pod\u00edlet se na financov\u00e1n\u00ed<\/strong><\/a>, Nejednalo se o propracovan\u00fd pl\u00e1n energetick\u00e9 politiky. Byl to v\u0161ak pozoruhodn\u011b up\u0159\u00edmn\u00fd moment. Proto\u017ee tato v\u011bta obsahuje nevy\u0159\u010den\u00e9 pozn\u00e1n\u00ed:<\/p>\n<p>Um\u011bl\u00e1 inteligence u\u017e nen\u00ed jen dal\u0161\u00ed odv\u011btv\u00ed softwaru, ale pr\u016fmyslov\u00fd komplex s obrovsk\u00fdmi energetick\u00fdmi n\u00e1roky.<\/p>\n<p>Bez ohledu na to, jak Trumpa politicky hodnot\u00edte, tento v\u00fdrok zas\u00e1hl. Velk\u00e9 spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed nyn\u00ed d\u00e1vaj\u00ed otev\u0159en\u011b najevo, \u017ee se ji\u017e nemohou spol\u00e9hat na to, \u017ee st\u00e1vaj\u00edc\u00ed elektrick\u00e9 s\u00edt\u011b budou dlouhodob\u011b jednodu\u0161e \u201eslou\u017eit\u201c jejich pot\u0159eb\u00e1m. Pot\u0159ebuj\u00ed p\u0159edv\u00eddateln\u00e9, trval\u00e9 a velk\u00e9 mno\u017estv\u00ed energie. A pr\u00e1v\u011b zde za\u010d\u00edn\u00e1 politick\u00fd rozm\u011br udr\u017eitelnosti UI.<\/p>\n<h3>Datov\u00e1 centra jako nov\u00fd t\u011b\u017ek\u00fd pr\u016fmysl<\/h3>\n<p>Datov\u00e1 centra byla dlouhou dobu pova\u017eov\u00e1na za pom\u011brn\u011b nen\u00e1padnou infrastrukturu. Nach\u00e1zela se n\u011bkde na okraji m\u011bsta, spot\u0159ebov\u00e1vala elekt\u0159inu, vyr\u00e1b\u011bla teplo - a jinak nebyla t\u00e9m\u011b\u0159 p\u0159edm\u011btem ve\u0159ejn\u00e9 debaty. To se nyn\u00ed z\u00e1sadn\u011b m\u011bn\u00ed.<\/p>\n<p>Modern\u00ed datov\u00e1 centra s um\u011blou inteligenc\u00ed maj\u00ed rozsah, kter\u00fd byl d\u0159\u00edve zn\u00e1m\u00fd pouze z tradi\u010dn\u00edho pr\u016fmyslu. Jejich energetick\u00e9 n\u00e1roky se mohou rovnat n\u00e1rok\u016fm st\u0159edn\u011b velk\u00e9ho pr\u016fmyslov\u00e9ho parku. Jejich po\u017eadavky na chlazen\u00ed jsou komplexn\u00ed. Jejich prostorov\u00e9 n\u00e1roky rostou. A p\u0159edev\u0161\u00edm neb\u011b\u017e\u00ed jen p\u0159es den, ale 24 hodin denn\u011b, sedm dn\u00ed v t\u00fddnu.<\/p>\n<p>To je automaticky \u0159ad\u00ed do stejn\u00e9 kategorie jako ocel\u00e1rny, chemick\u00e9 z\u00e1vody nebo rafinerie. V minulosti byly tyto z\u00e1vody c\u00edlen\u011b um\u00eds\u0165ov\u00e1ny, politicky podporov\u00e1ny a pl\u00e1nov\u00e1ny z hlediska energetick\u00e9 politiky. Naprosto stejn\u00e9 ot\u00e1zky nyn\u00ed vyvst\u00e1vaj\u00ed v souvislosti s infrastrukturou um\u011bl\u00e9 inteligence - jen mnohem rychleji a \u010dasto bez jasn\u00e9 odpov\u011bdnosti.<\/p>\n<h3>Pro\u010d se zde nelze vyhnout politice<\/h3>\n<p>Energie nen\u00ed voln\u00fd trh ve vakuu. Energetick\u00e9 s\u00edt\u011b, elektr\u00e1rny a povolovac\u00ed \u0159\u00edzen\u00ed jsou politicky regulovan\u00e9, dlouhodob\u011b pl\u00e1novan\u00e9 a soci\u00e1ln\u011b citliv\u00e9. Pokud jedno datov\u00e9 centrum n\u00e1hle pot\u0159ebuje tolik elekt\u0159iny jako cel\u00e9 m\u011bsto, nez\u016fstane to bez n\u00e1sledk\u016f.<\/p>\n<p>Politici zde stoj\u00ed p\u0159ed dilematem. Na jedn\u00e9 stran\u011b je um\u011bl\u00e1 inteligence pova\u017eov\u00e1na za kl\u00ed\u010dovou technologii pro hospod\u00e1\u0159skou konkurenceschopnost, inovace a n\u00e1rodn\u00ed bezpe\u010dnost. Na druh\u00e9 stran\u011b jej\u00ed energetick\u00e9 n\u00e1roky p\u0159\u00edmo konkuruj\u00ed dom\u00e1cnostem, mal\u00fdm a st\u0159edn\u00edm podnik\u016fm a st\u00e1vaj\u00edc\u00edmu pr\u016fmyslu. Rostouc\u00ed ceny elekt\u0159iny, n\u00e1klady na roz\u0161\u00ed\u0159en\u00ed s\u00edt\u011b a m\u00edstn\u00ed \u00fazk\u00e1 m\u00edsta se rychle m\u011bn\u00ed v politick\u00e9 konflikty.<\/p>\n<p>My\u0161lenka, \u017ee by si spole\u010dnosti s um\u011blou inteligenc\u00ed m\u011bly samy organizovat dod\u00e1vky energie, je proto nejen pragmatick\u00e1, ale tak\u00e9 politicky \u00falevn\u00e1. P\u0159en\u00e1\u0161\u00ed toti\u017e odpov\u011bdnost. Nam\u00edsto roz\u0161i\u0159ov\u00e1n\u00ed a dotov\u00e1n\u00ed ve\u0159ejn\u00fdch s\u00edt\u00ed by soukrom\u00e9 subjekty m\u011bly vytv\u00e1\u0159et vlastn\u00ed \u0159e\u0161en\u00ed. To zn\u00ed jako tr\u017en\u00ed ekonomika - ale m\u00e1 to dalekos\u00e1hl\u00e9 d\u016fsledky.<\/p>\n<h3>Trump a ot\u00e1zka technologi\u00ed a energetiky - politick\u00fd zlom<\/h3>\n<p>V USA se v sou\u010dasn\u00e9 dob\u011b \u0159e\u0161\u00ed neobvykl\u00fd p\u0159\u00edpad. <a href=\"https:\/\/www.cnbc.com\/2026\/01\/16\/trump-wants-tech-companies-to-foot-the-bill-for-new-power-plants-because-of-ai.html\" target=\"_blank\" rel=\"noopener\"><strong>n\u00e1vrh energetick\u00e9 politiky<\/strong><\/a> k diskusi: Prezident Donald Trump a n\u011bkolik guvern\u00e9r\u016f prosazuj\u00ed, aby velk\u00e9 technologick\u00e9 spole\u010dnosti \u00fa\u010dinn\u011b spolufinancovaly v\u00fdstavbu nov\u00fdch elektr\u00e1ren, a omezily tak rostouc\u00ed n\u00e1klady na elekt\u0159inu pro dom\u00e1cnosti.<\/p>\n<p>D\u016fvodem je obrovsk\u00e1 popt\u00e1vka po elekt\u0159in\u011b ze strany datov\u00fdch center, kter\u00e1 jsou provozov\u00e1na mimo jin\u00e9 pro slu\u017eby um\u011bl\u00e9 inteligence a citeln\u011b zat\u011b\u017euj\u00ed rozvodnou s\u00ed\u0165. Pl\u00e1nuje se tzv. aukce spolehlivosti, v n\u00ed\u017e maj\u00ed technologick\u00e9 spole\u010dnosti uzav\u00edrat dlouhodob\u00e9 smlouvy na elekt\u0159inu, kter\u00e9 zajist\u00ed v\u00fdstavbu elektr\u00e1ren - bez ohledu na to, zda elekt\u0159inu skute\u010dn\u011b nakoup\u00ed, \u010di nikoliv. To by mohlo vyvolat miliardov\u00e9 investice do nov\u00fdch elektr\u00e1ren a sn\u00ed\u017eit tlak na ve\u0159ejn\u00e9 s\u00edt\u011b. Kritici v\u0161ak varuj\u00ed p\u0159ed mo\u017en\u00fdmi vedlej\u0161\u00edmi \u00fa\u010dinky, jako je zv\u00fd\u0161en\u00ed n\u00e1klad\u016f pro men\u0161\u00ed dodavatele a v\u011bt\u0161\u00ed privatizace energetick\u00e9 infrastruktury.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4340 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-Trump.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-Trump.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-Trump-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-Trump-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-Trump-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Logika \u201estavby vlastn\u00edch elektr\u00e1ren\u201c<\/h3>\n<p>Na prvn\u00ed pohled se tato my\u0161lenka zd\u00e1 b\u00fdt radik\u00e1ln\u00ed. P\u0159i bli\u017e\u0161\u00edm pohledu v\u0161ak m\u00e1 jasnou logiku. Ka\u017ed\u00fd, kdo trvale pot\u0159ebuje velk\u00e9 mno\u017estv\u00ed energie, by se m\u011bl pod\u00edlet i na jej\u00ed v\u00fdrob\u011b. V pr\u016fmyslu to bylo dlouho b\u011b\u017enou prax\u00ed. Tov\u00e1rny provozovaly vlastn\u00ed elektr\u00e1rny nebo uzav\u00edraly dlouhodob\u00e9 smlouvy o dod\u00e1vk\u00e1ch.<\/p>\n<p>Pro spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed to znamen\u00e1 m\u00edt vlastn\u00ed elektr\u00e1rny, vlastn\u00ed \u00falo\u017ei\u0161t\u011b elekt\u0159iny, p\u0159\u00edm\u00e9 napojen\u00ed na v\u00fdrobce nebo exkluzivn\u00ed smlouvy o dod\u00e1vk\u00e1ch. M\u016f\u017ee se jednat o plyn, jadernou energii, obnoviteln\u00e9 zdroje energie nebo sm\u00ed\u0161en\u00e9 formy. Rozhoduj\u00edc\u00edm faktorem nen\u00ed technologie, ale schopnost pl\u00e1novat.<\/p>\n<p>T\u00edm v\u0161ak vznik\u00e1 nov\u00e1 forma infrastruktury: soukrom\u00e9 energetick\u00e9 ostrovy. Vysoce v\u00fdkonn\u00e1 datov\u00e1 centra s vlastn\u00edm z\u00e1sobov\u00e1n\u00edm, vlastn\u00edm ur\u010dov\u00e1n\u00edm priorit a vlastn\u00edm zabezpe\u010den\u00edm. Jsou m\u00e9n\u011b z\u00e1visl\u00e1 na ve\u0159ejn\u00e9 rozvodn\u00e9 s\u00edti - a tud\u00ed\u017e m\u00e9n\u011b integrovan\u00e1 do tradi\u010dn\u00edch vyrovn\u00e1vac\u00edch mechanism\u016f.<\/p>\n<h3>Kdy\u017e se lokaliza\u010dn\u00ed politika st\u00e1v\u00e1 energetickou politikou<\/h3>\n<p>Zde se ukazuje, pro\u010d je infrastruktura um\u011bl\u00e9 inteligence politicky kontroverzn\u00ed. Um\u00edst\u011bn\u00ed datov\u00e9ho centra se ji\u017e nevyb\u00edr\u00e1 pouze na z\u00e1klad\u011b da\u0148ov\u00fdch z\u00e1kon\u016f nebo pracovn\u00edch sil, ale tak\u00e9 na z\u00e1klad\u011b dostupnosti energi\u00ed, schvalovac\u00ed situace a politick\u00e9 p\u0159edv\u00eddatelnosti.<\/p>\n<p>Regiony se stabiln\u00edmi s\u00edt\u011bmi, p\u0159\u00edzniv\u00fdmi zdroji energie a rychl\u00fdm schv\u00e1len\u00edm se st\u00e1vaj\u00ed atraktivn\u011bj\u0161\u00edmi. Ostatn\u00ed zaost\u00e1vaj\u00ed. To m\u016f\u017ee prohloubit st\u00e1vaj\u00edc\u00ed nerovnov\u00e1hu - mezi zem\u011bmi, uvnit\u0159 zem\u00ed a dokonce i mezi obcemi.<\/p>\n<p>Pro m\u00edstn\u00ed rozhodovac\u00ed org\u00e1ny je to nov\u00e1 situace. Na jedn\u00e9 stran\u011b datov\u00e1 centra slibuj\u00ed investice a presti\u017e. Na druh\u00e9 stran\u011b nep\u0159in\u00e1\u0161ej\u00ed t\u00e9m\u011b\u0159 \u017e\u00e1dn\u00e1 pracovn\u00ed m\u00edsta, ale vysok\u00e9 n\u00e1klady na infrastrukturu. Je t\u0159eba zajistit silnice, s\u00edt\u011b, vodovodn\u00ed p\u0159\u00edpojky a bezpe\u010dnostn\u00ed opat\u0159en\u00ed, zat\u00edmco p\u0159\u00edm\u00e9 p\u0159\u00ednosy z\u016fst\u00e1vaj\u00ed omezen\u00e9.<\/p>\n<p>To, co v n\u00e1rodn\u00edch strategi\u00edch zn\u00ed abstraktn\u011b, se v praxi st\u00e1v\u00e1 velmi konkr\u00e9tn\u00edm. Ob\u010dan\u00e9 se ptaj\u00ed, pro\u010d se stav\u00ed nov\u00e9 plynovody. Pro\u010d je vody st\u00e1le m\u00e9n\u011b. Pro\u010d rostou ceny elekt\u0159iny. A pro\u010d se to v\u0161echno d\u011bje proto, aby se n\u011bkde mohly generovat texty nebo po\u010d\u00edtat obr\u00e1zky.<\/p>\n<p>Tato ot\u00e1zka p\u0159ijet\u00ed je \u010dasto podce\u0148ov\u00e1na. Zat\u00edmco tradi\u010dn\u00ed pr\u016fmyslov\u00e9 v\u00fdrobky jsou hmatateln\u00e9, p\u0159\u00ednosy um\u011bl\u00e9 inteligence z\u016fst\u00e1vaj\u00ed pro mnoho lid\u00ed nejasn\u00e9. To zt\u011b\u017euje politickou komunikaci. Udr\u017eitelnost zde nen\u00ed jen technickou, ale tak\u00e9 soci\u00e1ln\u00ed kategori\u00ed. \u010c\u00edm viditeln\u011bj\u0161\u00ed se infrastruktura st\u00e1v\u00e1, t\u00edm v\u011bt\u0161\u00ed je tlak na jej\u00ed ospravedln\u011bn\u00ed. UI nelze trvale pova\u017eovat za neviditelnou slu\u017ebu, pokud jsou jej\u00ed fyzick\u00e9 stopy st\u00e1le z\u0159ejm\u011bj\u0161\u00ed.<\/p>\n<h3>Zm\u011bna moci prost\u0159ednictv\u00edm energetick\u00e9 sob\u011bsta\u010dnosti<\/h3>\n<p>O dal\u0161\u00edm aspektu se otev\u0159en\u011b mluv\u00ed jen z\u0159\u00eddka: Energetick\u00e1 sob\u011bsta\u010dnost vytv\u00e1\u0159\u00ed s\u00edlu. Ti, kdo maj\u00ed pod kontrolou vlastn\u00ed dod\u00e1vky, jsou m\u00e9n\u011b z\u00e1visl\u00ed na politick\u00fdch rozhodnut\u00edch, v\u00fdpadc\u00edch s\u00edt\u011b nebo regula\u010dn\u00edch z\u00e1saz\u00edch.<\/p>\n<p>To je atraktivn\u00ed pro velk\u00e9 technologick\u00e9 spole\u010dnosti. Pro st\u00e1ty to m\u016f\u017ee b\u00fdt problematick\u00e9. Je to proto, \u017ee tradi\u010dn\u00ed n\u00e1stroje kontroly - poplatky za p\u0159ipojen\u00ed k s\u00edti, stanoven\u00ed priorit, vyp\u00edn\u00e1n\u00ed - jsou m\u00e9n\u011b \u00fa\u010dinn\u00e9, pokud je kritick\u00e1 infrastruktura organizov\u00e1na soukrom\u011b.<\/p>\n<p>To vytv\u00e1\u0159\u00ed novou \u00farove\u0148 vyjedn\u00e1v\u00e1n\u00ed mezi politiky a technologick\u00fdmi spole\u010dnostmi. U\u017e nejde jen o data nebo regulaci, ale o energii, prostor a dlouhodob\u00e9 zdroje.<\/p>\n<h3>Bod zlomu byl dosa\u017een<\/h3>\n<p>Prvn\u00ed kapitola uk\u00e1zala, \u017ee UI je fyzik\u00e1ln\u00ed. Tato kapitola ukazuje, \u017ee tato fyzika se st\u00e1v\u00e1 politickou. Prohl\u00e1\u0161en\u00ed, \u017ee spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se UI by si m\u011bly postavit vlastn\u00ed elektr\u00e1rny, neznamen\u00e1 skluz, ale bod obratu. Zviditel\u0148uje to, co bylo dosud \u010dasto ignorov\u00e1no: Um\u011bl\u00e1 inteligence nen\u00ed jen ot\u00e1zkou algoritm\u016f, ale tak\u00e9 infrastruktury, moci a odpov\u011bdnosti.<\/p>\n<p>Dal\u0161\u00ed kapitoly budou proto je\u0161t\u011b konkr\u00e9tn\u011bj\u0161\u00ed. Jedn\u00e1 se o objemy elekt\u0159iny, chlazen\u00ed, vodu a technick\u00e9 limity. Proto\u017ee teprve a\u017e pochop\u00edme tyto z\u00e1klady, m\u016f\u017eeme o udr\u017eitelnosti mluvit realisticky - mimo m\u00f3dn\u00ed fr\u00e1ze a eufonick\u00e1 prohl\u00e1\u0161en\u00ed o z\u00e1m\u011brech.<\/p>\n<hr \/>\n<h3>Aktu\u00e1ln\u00ed pr\u016fzkum energetick\u00e9 politiky v N\u011bmecku<\/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=\"14\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"f736dae77b5bef9a52f81ea04232c096\" data-pid=\"4325\" data-resdet=\"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=\"d90b41189f\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"14\" data-uid=\"35757008bab297e89528f9a5f4c8bd3d\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"yes\" data-min=\"1\" data-max=\"3\" 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;\">Jakou energetickou politiku byste pro N\u011bmecko up\u0159ednostnili (max. 3)?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"93\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[93]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[93]\" name=\"answer[14]\" value=\"93\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">D\u016fsledn\u011b pokra\u010dovat v p\u0159echodu na novou energetiku (v\u011btrn\u00e1 a sol\u00e1rn\u00ed energie, skladov\u00e1n\u00ed) a pokra\u010dovat v dovozu plynu (LNG).<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"91\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[91]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[91]\" name=\"answer[14]\" value=\"91\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Pokra\u010dovat v energetick\u00e9 transformaci, ale tak\u00e9 prozkoumat a vyu\u017e\u00edt dom\u00e1c\u00ed plyn (fracking).<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"89\" data-type=\"text\" data-vn=\"2\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[89]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[89]\" name=\"answer[14]\" value=\"89\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">N\u00e1vrat k jadern\u00e9 energii jako stabiln\u00edmu dopl\u0148ku v\u011btrn\u00e9 a sol\u00e1rn\u00ed energie<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"87\" data-type=\"text\" data-vn=\"1\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[87]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[87]\" name=\"answer[14]\" value=\"87\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Op\u011bt v\u00edce vyu\u017e\u00edvat v\u00fdhodn\u00fdch plynovod\u016f (nap\u0159. Rusko) ke sn\u00ed\u017een\u00ed cen.<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"90\" data-type=\"text\" data-vn=\"2\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[90]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[90]\" name=\"answer[14]\" value=\"90\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Mix v\u0161eho: obnoviteln\u00e9 zdroje + jadern\u00e1 energie + omezen\u00e1 vlastn\u00ed v\u00fdroba (v\u010detn\u011b frakov\u00e1n\u00ed)<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"94\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[94]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[94]\" name=\"answer[14]\" value=\"94\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">V\u011bt\u0161\u00ed sn\u00ed\u017een\u00ed spot\u0159eby energie nam\u00edsto roz\u0161i\u0159ov\u00e1n\u00ed nov\u00fdch zdroj\u016f energie.<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"95\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[95]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[95]\" name=\"answer[14]\" value=\"95\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Usilovat o \u00faplnou energetickou nez\u00e1vislost, i kdy\u017e bude kr\u00e1tkodob\u011b dra\u017e\u0161\u00ed.<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"96\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[96]\" class=\"basic-answer-label\"><input type=\"checkbox\" id=\"answer[96]\" name=\"answer[14]\" value=\"96\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Nev\u00edm \/ nem\u00e1m jasn\u00fd n\u00e1zor<\/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>Hlad po energii, chlazen\u00ed a vod\u011b - fyzick\u00e1 realita um\u011bl\u00e9 inteligence<\/h2>\n<p>Dokud bude um\u011bl\u00e1 inteligence vn\u00edm\u00e1na jako softwarov\u00fd fenom\u00e9n, \u010d\u00edsla z\u016fstanou abstraktn\u00ed. N\u011bkolik procent v\u00fdpo\u010detn\u00edho v\u00fdkonu nav\u00edc, nov\u00fd model tam. Jakmile v\u0161ak za\u010dnete uva\u017eovat o energetick\u00e9 n\u00e1ro\u010dnosti v kilowatthodin\u00e1ch, megawattech nebo dokonce terawatthodin\u00e1ch, perspektiva se zm\u011bn\u00ed. Pak u\u017e nejde o technick\u00e9 vychyt\u00e1vky, ale o skute\u010dn\u00e9 zdroje, s\u00edt\u011b, elektr\u00e1rny a distribu\u010dn\u00ed konflikty.<\/p>\n<p>Tato kapitola je v\u011bnov\u00e1na pr\u00e1v\u011b t\u00e9to \u00farovni. Ne proto, abychom vyvolali strach, ale abychom vykreslili realistick\u00fd obraz. Proto\u017ee udr\u017eitelnost za\u010d\u00edn\u00e1 tam, kde se abstraktn\u00ed pojmy p\u0159ev\u00e1d\u011bj\u00ed do fyzick\u00fdch hranic.<\/p>\n<h3>Kolik elekt\u0159iny um\u011bl\u00e1 inteligence skute\u010dn\u011b spot\u0159ebuje<\/h3>\n<p>Jedna z nej\u010dast\u011bji kladen\u00fdch ot\u00e1zek zn\u00ed: \u201eKolik energie vlastn\u011b AI spot\u0159ebov\u00e1v\u00e1?\u201c Up\u0159\u00edmn\u00e1 odpov\u011b\u010f zn\u00ed: z\u00e1le\u017e\u00ed na tom. Z\u00e1le\u017e\u00ed na modelu, pou\u017eit\u00ed, um\u00edst\u011bn\u00ed a hardwaru. P\u0159esto je mo\u017en\u00e9 uv\u00e9st \u0159\u00e1dovou hodnotu - a ta je vypov\u00eddaj\u00edc\u00ed.<\/p>\n<p>Velk\u00e1 datov\u00e1 centra um\u011bl\u00e9 inteligence dnes pracuj\u00ed v rozmez\u00ed v\u00fdkon\u016f, kter\u00e9 byly d\u0159\u00edve typick\u00e9 pro cel\u00e9 pr\u016fmyslov\u00e9 oblasti. Jednotliv\u00e9 syst\u00e9my vy\u017eaduj\u00ed n\u011bkolik stovek megawatt\u016f p\u0159ipojen\u00e9 z\u00e1t\u011b\u017ee. To odpov\u00edd\u00e1 po\u017eadavk\u016fm na p\u0159\u00edkon des\u00edtek tis\u00edc dom\u00e1cnost\u00ed. A nejedn\u00e1 se o jednor\u00e1zovou \u0161pi\u010dkovou hodnotu, ale o trval\u00e9 zat\u00ed\u017een\u00ed.<\/p>\n<p>D\u016fle\u017eit\u00e9 je, \u017ee um\u011bl\u00e1 inteligence nevytv\u00e1\u0159\u00ed sez\u00f3nn\u00ed spot\u0159ebu jako topn\u00e9 nebo klimatiza\u010dn\u00ed syst\u00e9my. Pracuje nep\u0159etr\u017eit\u011b. To z n\u011bj \u010din\u00ed tzv. z\u00e1kladn\u00ed z\u00e1t\u011b\u017e. Pr\u00e1v\u011b tento typ spot\u0159eby je pro elektrick\u00e9 s\u00edt\u011b obzvl\u00e1\u0161t\u011b n\u00e1ro\u010dn\u00fd, proto\u017ee mus\u00ed b\u00fdt trvale zaji\u0161t\u011bn.<\/p>\n<p>Rozhoduj\u00edc\u00ed nen\u00ed, zda je tato popt\u00e1vka po elekt\u0159in\u011b \u201ep\u0159\u00edli\u0161 vysok\u00e1\u201c, ale jak rychle roste. Zat\u00edmco tradi\u010dn\u00ed pr\u016fmyslov\u00e1 odv\u011btv\u00ed se \u010dasto roz\u0161i\u0159uj\u00ed des\u00edtky let, infrastruktura um\u011bl\u00e9 inteligence roste b\u011bhem n\u011bkolika m\u00e1lo let. Rozvodn\u00e9 s\u00edt\u011b, elektr\u00e1rny a povolovac\u00ed postupy nejsou na takov\u00e9 tempo dimenzov\u00e1ny.<\/p>\n<h3>Pro\u010d jsou p\u0159edpov\u011bdi \u010dasto \u0161patn\u011b ch\u00e1p\u00e1ny<\/h3>\n<p>Ve ve\u0159ejn\u00e9 diskusi se \u010dasto uv\u00e1d\u011bj\u00ed velk\u00e1 \u010d\u00edsla. Zdvojn\u00e1soben\u00ed spot\u0159eby elekt\u0159iny, explozivn\u00ed popt\u00e1vka, obrovsk\u00e1 z\u00e1t\u011b\u017e. Takov\u00e1 tvrzen\u00ed nejsou chybn\u00e1, ale \u010dasto jsou \u0161patn\u011b ch\u00e1p\u00e1na.<\/p>\n<p>Neznamen\u00e1 to, \u017ee z\u00edtra zhasnou sv\u011btla. Znamenaj\u00ed v\u0161ak, \u017ee dlouhodob\u00e9 pl\u00e1nov\u00e1n\u00ed je pod tlakem. Elektrick\u00e9 s\u00edt\u011b jsou stav\u011bny pro konkr\u00e9tn\u00ed profily zat\u00ed\u017een\u00ed. Pokud se tyto profily z\u00e1sadn\u011b zm\u011bn\u00ed, vzniknou \u00fazk\u00e1 m\u00edsta - lok\u00e1ln\u00ed, region\u00e1ln\u00ed nebo celost\u00e1tn\u00ed.<\/p>\n<p>Probl\u00e9mem nen\u00ed ani tak absolutn\u00ed spot\u0159eba, jako sp\u00ed\u0161e jej\u00ed koncentrace. Datov\u00e1 centra um\u011bl\u00e9 inteligence nejsou rozm\u00edst\u011bna rovnom\u011brn\u011b. Jsou soust\u0159ed\u011bna tam, kde jsou p\u0159\u00edzniv\u00e9 s\u00ed\u0165ov\u00e9, chladic\u00ed a politick\u00e9 r\u00e1mcov\u00e9 podm\u00ednky. Pr\u00e1v\u011b zde vznikaj\u00ed konflikty.<\/p>\n<h3>Chlazen\u00ed: neviditeln\u00fd druh\u00fd syst\u00e9m<\/h3>\n<p>Elekt\u0159ina je jen polovina p\u0159\u00edb\u011bhu. Ka\u017ed\u00e1 kilowatthodina spot\u0159ebovan\u00e1 datov\u00fdm centrem se d\u0159\u00edve \u010di pozd\u011bji prom\u011bn\u00ed v teplo. Toto teplo mus\u00ed b\u00fdt odv\u00e1d\u011bno, jinak dojde ke kolapsu provozu. Chlazen\u00ed proto nen\u00ed dopl\u0148kem, ale \u00fast\u0159edn\u00edm provozn\u00edm syst\u00e9mem modern\u00ed infrastruktury UI.<\/p>\n<p>D\u0159\u00edve sta\u010dilo chlazen\u00ed vzduchem. Ventil\u00e1tory, klimatiza\u010dn\u00ed syst\u00e9my, tepl\u00fd odpadn\u00ed vzduch. S rostouc\u00ed hustotou v\u00fdkonu modern\u00edch \u010dip\u016f tento princip narazil na sv\u00e9 limity. Dnes se st\u00e1le \u010dast\u011bji pou\u017e\u00edvaj\u00ed syst\u00e9my kapalinov\u00e9ho chlazen\u00ed, v nich\u017e je chladic\u00ed kapalina dod\u00e1v\u00e1na p\u0159\u00edmo do procesor\u016f. Tyto syst\u00e9my jsou \u00fa\u010dinn\u011bj\u0161\u00ed, ale slo\u017eit\u011bj\u0161\u00ed. Vy\u017eaduj\u00ed \u010derpadla, v\u00fdm\u011bn\u00edky tepla a nouzov\u00e9 mechanismy. A vytv\u00e1\u0159ej\u00ed nov\u00e9 z\u00e1vislosti: na vod\u011b, na chemick\u00fdch chladivech, na stabiln\u00edch teplot\u00e1ch.<\/p>\n<p>Chlazen\u00ed nen\u00ed detailn\u00ed probl\u00e9m. Rozhoduje o tom, kde lze datov\u00e1 centra v\u016fbec provozovat. Regiony s vysok\u00fdmi venkovn\u00edmi teplotami, nedostatkem vodn\u00edch zdroj\u016f nebo nestabiln\u00edmi s\u00edt\u011bmi zaost\u00e1vaj\u00ed.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4599 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kuehlung.jpg\" alt=\"Chlazen\u00ed datov\u00fdch center AI\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kuehlung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kuehlung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kuehlung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kuehlung-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Voda: \u010dasto opom\u00edjen\u00e9 \u00fazk\u00e9 m\u00edsto<\/h3>\n<p>Zat\u00edmco o elekt\u0159in\u011b se hodn\u011b mluv\u00ed, voda se p\u0159ekvapiv\u011b \u010dasto opom\u00edj\u00ed. P\u0159itom je v mnoha koncepc\u00edch chlazen\u00ed nepostradateln\u00e1. Odpa\u0159ovac\u00ed chlazen\u00ed, recoolingov\u00e1 za\u0159\u00edzen\u00ed, v\u00fdm\u011bn\u00edky tepla - to v\u0161e vy\u017eaduje vodu v odpov\u00eddaj\u00edc\u00edm mno\u017estv\u00ed. V oblastech bohat\u00fdch na vodu je to sotva patrn\u00e9. V such\u00fdch oblastech se v\u0161ak voda rychle st\u00e1v\u00e1 politick\u00fdm probl\u00e9mem. Pokud datov\u00e1 centra konkuruj\u00ed zem\u011bd\u011blstv\u00ed, pr\u016fmyslu a dom\u00e1cnostem, vznikaj\u00ed konflikty o distribuci. A ty nelze jednodu\u0161e vy\u0159e\u0161it pen\u011bzi.<\/p>\n<p>Spot\u0159eba vody je nav\u00edc lok\u00e1ln\u00ed. Elekt\u0159inu lze p\u0159epravovat po s\u00edt\u00edch, vodu jen v omezen\u00e9 m\u00ed\u0159e. Proto je faktor lokality je\u0161t\u011b d\u016fle\u017eit\u011bj\u0161\u00ed. Datov\u00e9 centrum nelze jednodu\u0161e postavit tam, kde je levn\u00fd pozemek, pokud tam nen\u00ed voda.<\/p>\n<p>Debata o udr\u017eitelnosti um\u011bl\u00e9 inteligence se proto nevyhnuteln\u011b stane v\u00edce region\u00e1ln\u00ed. To, co se zd\u00e1 b\u00fdt smyslupln\u00e9 na glob\u00e1ln\u00ed \u00farovni, m\u016f\u017ee b\u00fdt problematick\u00e9 na m\u00edstn\u00ed \u00farovni.<\/p>\n<p>\u010casto se tvrd\u00ed, \u017ee nov\u00e9 technologie tento probl\u00e9m zm\u00edrn\u00ed. V\u00fdkonn\u011bj\u0161\u00ed \u010dipy, lep\u0161\u00ed chlazen\u00ed, optimalizovan\u00fd software. To nen\u00ed \u0161patn\u011b - ale je to ne\u00fapln\u00e9. Zv\u00fd\u0161en\u00ed \u00fa\u010dinnosti sni\u017euje spot\u0159ebu na v\u00fdpo\u010detn\u00ed jednotku. Sou\u010dasn\u011b klesaj\u00ed n\u00e1klady a p\u0159ek\u00e1\u017eky pro nasazen\u00ed. To \u010dasto vede k tomu, \u017ee se um\u011bl\u00e1 inteligence pou\u017e\u00edv\u00e1 \u010dast\u011bji a v nov\u00fdch oblastech. Celkov\u00fdm efektem pak m\u016f\u017ee b\u00fdt i vy\u0161\u0161\u00ed spot\u0159eba.<\/p>\n<p>Tento vzorec je zn\u00e1m\u00fd i z jin\u00fdch oblast\u00ed. \u00da\u010dinn\u011bj\u0161\u00ed motory nevedly ke sn\u00ed\u017een\u00ed dopravy, ale k jej\u00edmu zv\u00fd\u0161en\u00ed. \u00da\u010dinn\u011bj\u0161\u00ed osv\u011btlen\u00ed automaticky nesn\u00ed\u017eilo spot\u0159ebu elekt\u0159iny, ale zv\u00fd\u0161ilo jej\u00ed vyu\u017eit\u00ed. Um\u011bl\u00e1 inteligence se \u0159\u00edd\u00ed stejn\u00fdm principem.<\/p>\n<p>Udr\u017eitelnost proto nelze \u0159e\u0161it pouze technicky. Je to v\u017edy ot\u00e1zka omezen\u00ed, stanoven\u00ed priorit a v\u011bdom\u00e9ho rozhodov\u00e1n\u00ed.<\/p>\n<h3>Energetick\u00e9 s\u00edt\u011b jako \u00fazk\u00e9 m\u00edsto<\/h3>\n<p>\u010casto se podce\u0148uje dal\u0161\u00ed aspekt: samotn\u00e1 elektrick\u00e1 s\u00ed\u0165. V\u00fdstavba elektr\u00e1ren je slo\u017eit\u00e1, ale roz\u0161i\u0159ov\u00e1n\u00ed s\u00edt\u00ed je \u010dasto je\u0161t\u011b slo\u017eit\u011bj\u0161\u00ed. Povolen\u00ed, trasy, p\u0159ej\u00edmky - to v\u0161e vy\u017eaduje \u010das.<\/p>\n<p>Datov\u00e1 centra um\u011bl\u00e9 inteligence pot\u0159ebuj\u00ed nejen hodn\u011b energie, ale tak\u00e9 stabiln\u00ed s\u00edt\u011b. Kol\u00eds\u00e1n\u00ed nap\u011bt\u00ed, v\u00fdpadky nebo \u00fazk\u00e1 m\u00edsta mohou zp\u016fsobit n\u00e1kladn\u00e9 \u0161kody. Proto provozovatel\u00e9 up\u0159ednost\u0148uj\u00ed lokality s vysokou kvalitou s\u00edt\u011b. To vede k paradoxn\u00ed situaci. Pr\u00e1v\u011b tam, kde jsou s\u00edt\u011b dob\u0159e rozvinut\u00e9, se tlak zvy\u0161uje nejv\u00edce. Nov\u00ed velkoodb\u011bratel\u00e9 zhor\u0161uj\u00ed st\u00e1vaj\u00edc\u00ed \u00fazk\u00e1 m\u00edsta. Roz\u0161i\u0159ov\u00e1n\u00ed zaost\u00e1v\u00e1.<\/p>\n<p>To op\u011bt ukazuje, \u017ee um\u011bl\u00e1 inteligence nen\u00ed izolovan\u00fd syst\u00e9m. M\u00e1 dopad na st\u00e1vaj\u00edc\u00ed infrastruktury a m\u011bn\u00ed jejich po\u017eadavky.<\/p>\n<p>Nejpozd\u011bji v tomto okam\u017eiku je jasn\u00e9, \u017ee fyzickou realitu um\u011bl\u00e9 inteligence nelze vn\u00edmat odd\u011blen\u011b od soci\u00e1ln\u00edch ot\u00e1zek. Elekt\u0159ina, voda a s\u00edt\u011b jsou spole\u010dn\u00fdm zbo\u017e\u00edm. Jejich vyu\u017e\u00edv\u00e1n\u00ed je politicky regulov\u00e1no a soci\u00e1ln\u011b citliv\u00e9.<\/p>\n<p>\u010c\u00edm v\u00edce UI tyto zdroje zab\u00edr\u00e1, t\u00edm v\u00edce vyvst\u00e1v\u00e1 ot\u00e1zka priorit:<\/p>\n<ul>\n<li>K \u010demu pou\u017e\u00edv\u00e1me energii?<\/li>\n<li>Kter\u00e9 aplikace ospravedl\u0148uj\u00ed kter\u00e9 v\u00fddaje?<\/li>\n<li>A kdo o tom rozhoduje?<\/li>\n<\/ul>\n<p>Na tyto ot\u00e1zky nemohou odpov\u011bd\u011bt pouze in\u017een\u00fd\u0159i. Stejnou m\u011brou se dot\u00fdkaj\u00ed politiky, obchodu a spole\u010dnosti.<\/p>\n<h3>Nep\u0159\u00edjemn\u00e9 zji\u0161t\u011bn\u00ed<\/h3>\n<p>Tato kapitola vede k nep\u0159\u00edjemn\u00e9mu, ale nutn\u00e9mu pozn\u00e1n\u00ed: UI nen\u00ed \u201e\u010dist\u00fd\u201c digit\u00e1ln\u00ed produkt. Je zasazena do hmotn\u00e9ho sv\u011bta s omezen\u00fdmi zdroji. Ka\u017ed\u00e9 pou\u017eit\u00ed m\u00e1 svou cenu, i kdy\u017e nen\u00ed bezprost\u0159edn\u011b viditeln\u00e1.<\/p>\n<p>Udr\u017eitelnost v tomto kontextu neznamen\u00e1 \"d\u011blat bez\", ale \"uv\u011bdomovat si\". Uv\u011bdom\u011bn\u00ed si rozsahu, vz\u00e1jemn\u00fdch vztah\u016f a d\u016fsledk\u016f. Teprve kdy\u017e si tuto skute\u010dnost uv\u011bdom\u00edme, m\u016f\u017eeme vyvinout \u017eivotaschopn\u00e1 \u0159e\u0161en\u00ed.<\/p>\n<p>Dal\u0161\u00ed kapitola se zam\u011b\u0159uje na samotnou technologii - na \u010dipy, p\u0159\u00edslib \u00fa\u010dinnosti a ot\u00e1zku, zda samotn\u00fd technologick\u00fd pokrok sta\u010d\u00ed k p\u0159ekon\u00e1n\u00ed t\u011bchto probl\u00e9m\u016f.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_xhm0LuQD_bo\"><div id=\"lyte_xhm0LuQD_bo\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2Fxhm0LuQD_bo%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\/xhm0LuQD_bo\" 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%2Fxhm0LuQD_bo%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 \/>\nUm\u011bl\u00e1 inteligence a vodn\u00ed krize: pro\u010d datov\u00e1 centra spot\u0159ebov\u00e1vaj\u00ed p\u0159\u00edli\u0161 mnoho vody? | <a href=\"https:\/\/www.youtube.com\/@dwdeutsch\" target=\"_blank\" rel=\"nofollow noopener\">DW N\u011bm\u010dina<\/a><\/p>\n<h2>\u010cipy, efektivita a iluze technick\u00e9ho samouzdravov\u00e1n\u00ed<\/h2>\n<p>Kdy\u017e se zm\u00edn\u00ed obrovsk\u00e1 energetick\u00e1 n\u00e1ro\u010dnost um\u011bl\u00e9 inteligence, t\u00e9m\u011b\u0159 reflexivn\u011b n\u00e1sleduje uklid\u0148uj\u00edc\u00ed v\u011bta: technologie je st\u00e1le efektivn\u011bj\u0161\u00ed. Nov\u00e9 \u010dipy, lep\u0161\u00ed software, inteligentn\u011bj\u0161\u00ed chlazen\u00ed - probl\u00e9m bude vy\u0159e\u0161en s p\u0159\u00ed\u0161t\u00ed generac\u00ed. Tato nad\u011bje je pochopiteln\u00e1. Je \u017eivena des\u00edtkami let zku\u0161enost\u00ed. Po\u010d\u00edta\u010de jsou st\u00e1le men\u0161\u00ed, rychlej\u0161\u00ed a \u00fasporn\u011bj\u0161\u00ed. Pro\u010d by to s um\u011blou inteligenc\u00ed m\u011blo b\u00fdt jinak?<\/p>\n<p>Stru\u010dn\u00e1 odpov\u011b\u010f zn\u00ed: zv\u00fd\u0161en\u00ed efektivity je re\u00e1ln\u00e9, ale ne\u0159e\u0161\u00ed automaticky z\u00e1kladn\u00ed probl\u00e9m. Naopak - mohou ho dokonce prohloubit. Abychom to pochopili, stoj\u00ed za to pod\u00edvat se bl\u00ed\u017ee na technologii, kter\u00e1 stoj\u00ed za um\u011blou inteligenc\u00ed, a na dynamiku, kterou efektivita vyvol\u00e1v\u00e1.<\/p>\n<h3>Pro\u010d jsou specializovan\u00e9 \u010dipy tak v\u00fdkonn\u00e9 - a maj\u00ed takovou spot\u0159ebu<\/h3>\n<p>Modern\u00ed um\u011bl\u00e1 inteligence ji\u017e neb\u011b\u017e\u00ed na klasick\u00fdch univerz\u00e1ln\u00edch procesorech. Vy\u017eaduje specializovan\u00e9 v\u00fdpo\u010detn\u00ed jednotky, kter\u00e9 mohou prov\u00e1d\u011bt mnoho jednoduch\u00fdch v\u00fdpo\u010dt\u016f paraleln\u011b. Pr\u00e1v\u011b v tom spo\u010d\u00edvaj\u00ed jejich siln\u00e9 - a slab\u00e9 - str\u00e1nky. Tyto \u010dipy jsou navr\u017eeny tak, aby zpracov\u00e1valy obrovsk\u00e9 mno\u017estv\u00ed dat sou\u010dasn\u011b. Nepo\u010d\u00edtaj\u00ed krok za krokem, ale ve velk\u00fdch bloc\u00edch. D\u00edky tomu jsou extr\u00e9mn\u011b v\u00fdkonn\u00e9, ale tak\u00e9 energeticky n\u00e1ro\u010dn\u00e9. \u010c\u00edm hust\u011bji je v\u00fdpo\u010detn\u00ed v\u00fdkon zabalen, t\u00edm v\u011bt\u0161\u00ed je odpadn\u00ed teplo a t\u00edm slo\u017eit\u011bj\u0161\u00ed je chlazen\u00ed.<\/p>\n<p>Kl\u00ed\u010dov\u00e9 je, \u017ee tyto \u010dipy nejsou konstruov\u00e1ny s ohledem na hospod\u00e1rnost, ale na maxim\u00e1ln\u00ed v\u00fdkon. Efektivita hraje roli, ale v\u00fdkon je na prvn\u00edm m\u00edst\u011b. V sout\u011b\u017ei o schopnosti um\u011bl\u00e9 inteligence se toti\u017e po\u010d\u00edt\u00e1 rychlost. Kdo rychleji tr\u00e9nuje, kdo spou\u0161t\u00ed v\u011bt\u0161\u00ed modely, z\u00edsk\u00e1v\u00e1 v\u00fdhodu.<\/p>\n<p>To vytv\u00e1\u0159\u00ed struktur\u00e1ln\u00ed konflikt c\u00edl\u016f. Zvy\u0161uje se efektivita, ale ne na \u00fakor vy\u0161\u0161\u00edho v\u00fdkonu. Celkov\u00e1 spot\u0159eba nemus\u00ed nutn\u011b klesat, ale posouv\u00e1 se.<\/p>\n<h3>V\u00fdkon na watt - d\u016fle\u017eit\u00fd, ale omezen\u00fd kl\u00ed\u010dov\u00fd \u00fadaj<\/h3>\n<p>V posledn\u00edch letech se prosadila nov\u00e1 kl\u00ed\u010dov\u00e1 postava: V\u00fdkon na watt. Popisuje, jak\u00e9ho v\u00fdpo\u010detn\u00edho v\u00fdkonu je dosa\u017eeno p\u0159i ur\u010dit\u00e9m mno\u017estv\u00ed energie. Tento kl\u00ed\u010dov\u00fd \u00fadaj je u\u017eite\u010dn\u00fd, proto\u017ee vizualizuje \u00fa\u010dinnost. Nen\u00ed v\u0161ak v\u0161el\u00e9kem.<\/p>\n<p>Syst\u00e9m, kter\u00fd je dvakr\u00e1t \u00fa\u010dinn\u011bj\u0161\u00ed, spot\u0159ebuje na stejn\u00fd \u00fakol jen polovinu energie. Pokud je v\u0161ak pou\u017e\u00edv\u00e1n \u010dty\u0159ikr\u00e1t \u010dast\u011bji, celkov\u00e1 spot\u0159eba se zvy\u0161uje. P\u0159esn\u011b tento vzorec vid\u00edme st\u00e1le znovu a znovu.<\/p>\n<p>V\u00fdkon na watt je technick\u00e1 optimalizace. Udr\u017eitelnost je naproti tomu syst\u00e9mov\u00e1 z\u00e1le\u017eitost. Z\u00e1vis\u00ed na tom, jak je technologie vyu\u017e\u00edv\u00e1na, nejen na tom, jak dob\u0159e je postavena.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4600 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Chips.jpg\" alt=\"Efektivita \u010dip\u016f pro um\u011blou inteligenci\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Chips.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Chips-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Chips-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Chips-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Pro\u010d efektivita \u010dasto vede k vy\u0161\u0161\u00edmu vyu\u017eit\u00ed<\/h3>\n<p>Tento jev nen\u00ed nov\u00fd. Byl pops\u00e1n ji\u017e v 19. stolet\u00ed, d\u00e1vno p\u0159ed vznikem po\u010d\u00edta\u010d\u016f. Efektivita sni\u017euje n\u00e1klady a p\u0159ek\u00e1\u017eky. Co je levn\u011bj\u0161\u00ed a rychlej\u0161\u00ed, to se pou\u017e\u00edv\u00e1 \u010dast\u011bji. V\u00fdjimky jsou vz\u00e1cn\u00e9.<\/p>\n<p>Tento efekt je obzvl\u00e1\u0161t\u011b siln\u00fd u um\u011bl\u00e9 inteligence. \u010c\u00edm jsou modely efektivn\u011bj\u0161\u00ed, t\u00edm snadn\u011bji je lze integrovat do nov\u00fdch aplikac\u00ed. Texty, obr\u00e1zky, videa, simulace - v\u0161e je najednou mo\u017en\u00e9 tam, kde to d\u0159\u00edve bylo p\u0159\u00edli\u0161 drah\u00e9 nebo pomal\u00e9.<\/p>\n<p>To nevede k \u00faspor\u00e1m, ale k expanzi. Um\u011bl\u00e1 inteligence nejen nahrazuje st\u00e1vaj\u00edc\u00ed procesy, ale vytv\u00e1\u0159\u00ed i nov\u00e9. Efektivita se st\u00e1v\u00e1 motorem r\u016fstu.<\/p>\n<p>Ka\u017ed\u00fd, kdo uva\u017euje o udr\u017eitelnosti pouze z hlediska technick\u00e9 optimalizace, tuto dynamiku p\u0159ehl\u00ed\u017e\u00ed. Je to jako doufat, \u017ee efektivn\u011bj\u0161\u00ed auta sn\u00ed\u017e\u00ed dopravn\u00ed z\u00e1t\u011b\u017e.<\/p>\n<h3>M\u00fdtus o \u201edal\u0161\u00edm velk\u00e9m pr\u016flomu\u201c<\/h3>\n<p>Dal\u0161\u00edm \u010dast\u00fdm argumentem je, \u017ee nov\u00e1 generace \u010dip\u016f v\u0161e zm\u011bn\u00ed. Kvantov\u00e9 skoky, nov\u00e9 materi\u00e1ly, revolu\u010dn\u00ed architektury. Takov\u00e9 pr\u016flomy nejsou nemo\u017en\u00e9, ale jsou vz\u00e1cn\u00e9 - a m\u00e1lokdy vy\u0159e\u0161\u00ed v\u0161echny probl\u00e9my najednou.<\/p>\n<p>I kdy\u017e je \u010dip dvakr\u00e1t nebo t\u0159ikr\u00e1t v\u00fdkonn\u011bj\u0161\u00ed, z\u00e1kladn\u00ed vzorec z\u016fst\u00e1v\u00e1 stejn\u00fd. Um\u011bl\u00e1 inteligence roste, \u0161k\u00e1luje se a roz\u0161i\u0159uje. Ka\u017ed\u00fd pr\u016flom se okam\u017eit\u011b prom\u00edt\u00e1 do nov\u00fdch aplikac\u00ed. Technick\u00fd pokrok se vst\u0159eb\u00e1v\u00e1, nikoliv vyu\u017e\u00edv\u00e1 k omezov\u00e1n\u00ed.<\/p>\n<p>Nav\u00edc je ji\u017e mnoho zv\u00fd\u0161en\u00ed efektivity zahrnuto v cen\u011b. Bylo dosa\u017eeno jednoduch\u00e9 optimalizace. Dal\u0161\u00ed pokrok bude slo\u017eit\u011bj\u0161\u00ed, n\u00e1kladn\u011bj\u0161\u00ed a pomalej\u0161\u00ed. Sou\u010dasn\u011b popt\u00e1vka roste rychleji ne\u017e efektivita.<\/p>\n<h3>M\u00edstn\u00ed um\u011bl\u00e1 inteligence jako protimodel - s omezen\u00edmi<\/h3>\n<p>\u010casto uv\u00e1d\u011bn\u00fdm alternativn\u00edm modelem je m\u00edstn\u00ed um\u011bl\u00e1 inteligence. Men\u0161\u00ed modely, men\u0161\u00ed v\u00fdpo\u010detn\u00ed v\u00fdkon, ni\u017e\u0161\u00ed energetick\u00e9 n\u00e1roky. Tento model je atraktivn\u00ed, proto\u017ee zpomaluje \u0161k\u00e1lov\u00e1n\u00ed a sni\u017euje z\u00e1vislosti.<\/p>\n<p>Ani zde v\u0161ak m\u00edstn\u00ed um\u011bl\u00e1 inteligence nenahrad\u00ed v\u0161echny aplikace. Velk\u00e9 modely, komplexn\u00ed anal\u00fdzy a glob\u00e1ln\u00ed slu\u017eby nelze jednodu\u0161e decentralizovat. Lok\u00e1ln\u00ed efektivita odleh\u010d\u00ed syst\u00e9mu, ale nezru\u0161\u00ed z\u00e1kladn\u00ed dynamiku.<\/p>\n<p>Decentralizace neznamen\u00e1 automatickou udr\u017eitelnost. Vytv\u00e1\u0159\u00ed se v\u011bdom\u00fdm v\u00fdb\u011brem toho, co m\u00e1 na m\u00edstn\u00ed \u00farovni smysl - a co by se mo\u017en\u00e1 d\u011blat nem\u011blo.<\/p>\n<h3>Pro\u010d technologie sama o sob\u011b nep\u0159eb\u00edr\u00e1 odpov\u011bdnost<\/h3>\n<p>Technologie optimalizuje to, co je j\u00ed d\u00e1no. Krom\u011b t\u00e9to optimalizace nezn\u00e1 \u017e\u00e1dn\u00e9 dal\u0161\u00ed c\u00edle. Naproti tomu udr\u017eitelnost je normativn\u00ed c\u00edl. Vy\u017eaduje, aby n\u011bkdo vyty\u010dil hranice, stanovil priority a rozhodoval. Kdo douf\u00e1, \u017ee tuto odpov\u011bdnost p\u0159evezme technologie, zam\u011b\u0148uje prost\u0159edky a c\u00edle. Efektivn\u00ed \u010dipy jsou n\u00e1stroje. Zda povedou k v\u011bt\u0161\u00ed nebo men\u0161\u00ed spot\u0159eb\u011b, z\u00e1le\u017e\u00ed na tom, jak se pou\u017e\u00edvaj\u00ed.<\/p>\n<p>V tomto ohledu se um\u011bl\u00e1 inteligence neli\u0161\u00ed od d\u0159\u00edv\u011bj\u0161\u00edch technologi\u00ed. Rozd\u00edl je pouze v rychlosti a rozsahu.<\/p>\n<h3>Nep\u0159\u00edjemn\u00e1 role omezen\u00ed<\/h3>\n<p>Omezen\u00ed nen\u00ed obl\u00edben\u00e9 slovo. Zn\u00ed to jako od\u0159\u00edk\u00e1n\u00ed, jako zastaven\u00ed. Ve skute\u010dnosti je omezen\u00ed formou kontroly. Rozhoduje o tom, kde m\u00e1 technologie smysl a kde ne.<\/p>\n<p>Udr\u017eiteln\u00e1 um\u011bl\u00e1 inteligence nevznikne t\u00edm, \u017ee se v\u0161e zefektivn\u00ed. Vznikne t\u00edm, \u017ee se rozhodne, kter\u00e9 aplikace maj\u00ed p\u0159ednost a kter\u00e9 jsou postradateln\u00e9. Toto rozhodnut\u00ed nen\u00ed technick\u00e9, ale politick\u00e9 a soci\u00e1ln\u00ed. Efektivita m\u016f\u017ee pomoci. M\u016f\u017ee uleh\u010dit z\u00e1t\u011b\u017e. Ale nenahrad\u00ed rozhodnut\u00ed.<\/p>\n<p>Z t\u00e9to kapitoly vypl\u00fdv\u00e1 jasn\u00fd prozat\u00edmn\u00ed z\u00e1v\u011br: technologick\u00fd pokrok je nezbytn\u00fd, ale s\u00e1m o sob\u011b probl\u00e9m udr\u017eitelnosti nevy\u0159e\u0161\u00ed. \u00da\u010dinn\u011bj\u0161\u00ed \u010dipy, lep\u0161\u00ed software a optimalizovan\u00e9 chlazen\u00ed jsou sou\u010d\u00e1st\u00ed \u0159e\u0161en\u00ed - ale jen sou\u010d\u00e1st\u00ed. Pokud berete udr\u017eitelnost v\u00e1\u017en\u011b, mus\u00edte mluvit o vyu\u017eit\u00ed, \u0161k\u00e1lov\u00e1n\u00ed a omezen\u00ed. O c\u00edlech, ne jen o prost\u0159edc\u00edch.<\/p>\n<p>V n\u00e1sleduj\u00edc\u00ed kapitole proto odklon\u00edme pozornost od \u010dist\u011b technologick\u00fdch ot\u00e1zek a zam\u011b\u0159\u00edme se na ot\u00e1zku energie jako takov\u00e9. Odkud by m\u011bla poch\u00e1zet elekt\u0159ina, kterou UI dlouhodob\u011b pot\u0159ebuje? A jak\u00e9 mo\u017enosti jsou re\u00e1ln\u00e9, krom\u011b ideologie a zbo\u017en\u00fdch p\u0159\u00e1n\u00ed?<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_DfvzxVeI46Q\"><div id=\"lyte_DfvzxVeI46Q\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FDfvzxVeI46Q%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\/DfvzxVeI46Q\" 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%2FDfvzxVeI46Q%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 \/>\nEnergetick\u00e1 n\u00e1ro\u010dnost um\u011bl\u00e9 inteligence: rostouc\u00ed v\u00fdzva | <a href=\"https:\/\/www.youtube.com\/@dwdeutsch\" target=\"_blank\" rel=\"nofollow noopener\">DW N\u011bm\u010dina<\/a><\/p>\n<h2>Odkud by m\u011bla poch\u00e1zet elekt\u0159ina? - Energetick\u00e9 mo\u017enosti bez ideologie<\/h2>\n<p>Nejpozd\u011bji v tomto okam\u017eiku ji\u017e nelze ot\u00e1zku udr\u017eitelnosti \u0159e\u0161it abstraktn\u011b. Pokud um\u011bl\u00e1 inteligence vy\u017eaduje trvale velk\u00e9 mno\u017estv\u00ed elektrick\u00e9 energie, nutn\u011b vyvst\u00e1v\u00e1 jednoduch\u00e1, ale nep\u0159\u00edjemn\u00e1 ot\u00e1zka: odkud by m\u011bla tato elekt\u0159ina poch\u00e1zet? Ne teoreticky, ale prakticky. Ne v ur\u010dit\u00e9m okam\u017eiku, ale nep\u0159etr\u017eit\u011b.<\/p>\n<p>Tato ot\u00e1zka je tak v\u00fdbu\u0161n\u00e1, proto\u017ee star\u00fdm konflikt\u016fm v oblasti energetick\u00e9 politiky dod\u00e1v\u00e1 novou nal\u00e9havost. Um\u011bl\u00e1 inteligence nen\u00ed p\u0159\u00edle\u017eitostn\u00fdm spot\u0159ebitelem, ale trvalou z\u00e1t\u011b\u017e\u00ed. Pot\u0159ebuje elekt\u0159inu, kdy je pot\u0159eba - nejen kdy\u017e sv\u00edt\u00ed slunce nebo fouk\u00e1 v\u00edtr. To z n\u00ed \u010din\u00ed prub\u00ed\u0159sk\u00fd k\u00e1men pro ka\u017ed\u00fd energetick\u00fd syst\u00e9m.<\/p>\n<h3>Pro\u010d AI pot\u0159ebuje z\u00e1kladn\u00ed zat\u00ed\u017een\u00ed<\/h3>\n<p>Syst\u00e9my um\u011bl\u00e9 inteligence nelze libovoln\u011b zap\u00ednat a vyp\u00ednat. Tr\u00e9nink \u010dasto trv\u00e1 n\u011bkolik dn\u00ed nebo t\u00fddn\u016f. Slu\u017eby mus\u00ed b\u00fdt k dispozici nep\u0159etr\u017eit\u011b. P\u0159eru\u0161en\u00ed jsou nejen nep\u0159\u00edjemn\u00e1, ale tak\u00e9 ekonomicky n\u00e1kladn\u00e1. Energetick\u00e1 n\u00e1ro\u010dnost AI je proto podobn\u00e1 jako u tradi\u010dn\u00edch pr\u016fmyslov\u00fdch odv\u011btv\u00ed s nep\u0159etr\u017eit\u00fdm provozem. Vy\u017eaduj\u00ed schopnost z\u00e1kladn\u00edho zat\u00ed\u017een\u00ed. To znamen\u00e1, \u017ee elekt\u0159ina mus\u00ed b\u00fdt k dispozici v dostate\u010dn\u00e9m mno\u017estv\u00ed po celou dobu, bez ohledu na denn\u00ed dobu, po\u010das\u00ed nebo ro\u010dn\u00ed obdob\u00ed.<\/p>\n<p>Zde za\u010d\u00ednaj\u00ed pot\u00ed\u017ee. Mnoho zdroj\u016f energie neposkytuje st\u00e1lou dod\u00e1vku elekt\u0159iny. Jejich dod\u00e1vka kol\u00eds\u00e1 nebo je sez\u00f3nn\u00ed. To nen\u00ed z\u00e1sadn\u00ed probl\u00e9m, pokud je k dispozici dostate\u010dn\u00e9 vyrovn\u00e1v\u00e1n\u00ed. Toto vyrovn\u00e1v\u00e1n\u00ed je v\u0161ak n\u00e1kladn\u00e9, technicky n\u00e1ro\u010dn\u00e9 a \u010dasto politicky kontroverzn\u00ed.<\/p>\n<h3>Obnoviteln\u00e9 zdroje energie: nepostradateln\u00e9, ale samy o sob\u011b nedosta\u010duj\u00edc\u00ed<\/h3>\n<p>Obnoviteln\u00e9 zdroje energie hraj\u00ed \u00fast\u0159edn\u00ed roli v ka\u017ed\u00e9 udr\u017eiteln\u00e9 budoucnosti. O tom nen\u00ed pochyb. Jsou \u0161etrn\u00e9 ke klimatu, st\u00e1le n\u00e1kladov\u011b efektivn\u011bj\u0161\u00ed a spole\u010densky p\u0159ijateln\u00e9. Nicm\u00e9n\u011b v aplikac\u00edch n\u00e1ro\u010dn\u00fdch na z\u00e1kladn\u00ed zat\u00ed\u017een\u00ed, jako je um\u011bl\u00e1 inteligence, nar\u00e1\u017eej\u00ed na sv\u00e9 limity.<\/p>\n<p>Sol\u00e1rn\u00ed a v\u011btrn\u00e1 energie dod\u00e1v\u00e1 elekt\u0159inu, kdy\u017e jsou k tomu vhodn\u00e9 podm\u00ednky. Akumula\u010dn\u00ed syst\u00e9my mohou v\u00fdkyvy vyrovn\u00e1vat, ale pouze v omezen\u00e9 m\u00ed\u0159e. Velk\u00e1 skladovac\u00ed za\u0159\u00edzen\u00ed na n\u011bkolik dn\u00ed nebo t\u00fddn\u016f jsou technicky mo\u017en\u00e1, ale jsou drah\u00e1 a n\u00e1ro\u010dn\u00e1 na p\u016fdu.<\/p>\n<p>Pro datov\u00e1 centra um\u011bl\u00e9 inteligence to znamen\u00e1, \u017ee obnoviteln\u00e9 zdroje energie mohou v\u00fdznamn\u011b p\u0159isp\u011bt, ale nezaru\u010duj\u00ed nep\u0159etr\u017eit\u00e9 dod\u00e1vky. Bez dal\u0161\u00edch opat\u0159en\u00ed bude p\u0159etrv\u00e1vat nedostatek dod\u00e1vek. Tuto mezeru je t\u0159eba odstranit - jinak z\u016fstane udr\u017eitelnost matematickou, ale nikoliv skute\u010dnou.<\/p>\n<h3>Jadern\u00e1 energie: nepohodln\u00e1 renesance<\/h3>\n<p>Jen m\u00e1lokter\u00e9 jin\u00e9 energetick\u00e9 t\u00e9ma vyvol\u00e1v\u00e1 tolik emoc\u00ed jako jadern\u00e1 energie. O to pozoruhodn\u011bj\u0161\u00ed je, \u017ee se o n\u00ed v souvislosti s um\u011blou inteligenc\u00ed najednou op\u011bt st\u0159\u00edzliv\u011b diskutuje. Ne z nad\u0161en\u00ed, ale z pot\u0159eby.<\/p>\n<p>Jadern\u00e1 energie dod\u00e1v\u00e1 velk\u00e9 mno\u017estv\u00ed elekt\u0159iny nep\u0159etr\u017eit\u011b, s n\u00edzkou spot\u0159ebou p\u016fdy a bez ohledu na po\u010das\u00ed. Pr\u00e1v\u011b to ji \u010din\u00ed atraktivn\u00ed pro energeticky n\u00e1ro\u010dn\u00e1 datov\u00e1 centra. Ne jako v\u0161el\u00e9k, ale jako stabiln\u00ed z\u00e1klad.<\/p>\n<p>Pro spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed je spole\u010densk\u00e1 debata m\u00e9n\u011b d\u016fle\u017eit\u00e1 ne\u017e technick\u00e1 realita. Do pop\u0159ed\u00ed se dost\u00e1vaj\u00ed p\u0159edv\u00eddatelnost, bezpe\u010dnost dod\u00e1vek a dlouhodob\u00e9 smlouvy. Skute\u010dnost, \u017ee se velk\u00e9 technologick\u00e9 spole\u010dnosti op\u011bt zaj\u00edmaj\u00ed o jadernou energetiku, je proto m\u00e9n\u011b ideologick\u00e1 ne\u017e pragmatick\u00e1.<\/p>\n<p>Z\u00e1rove\u0148 p\u0159etrv\u00e1vaj\u00ed zn\u00e1m\u00e9 probl\u00e9my: dlouh\u00e1 doba v\u00fdstavby, vysok\u00e9 n\u00e1klady, probl\u00e9my s kone\u010dn\u00fdm skladov\u00e1n\u00edm, politick\u00e1 p\u0159ijatelnost. Jadern\u00e1 energie nen\u00ed rychl\u00fdm \u0159e\u0161en\u00edm, ale dlouhodob\u00fdm rozhodnut\u00edm s vysok\u00fdmi p\u0159ek\u00e1\u017ekami vstupu.<\/p>\n<h3>Plyn: most s riziky<\/h3>\n<p>Zemn\u00ed plyn je \u010dasto pova\u017eov\u00e1n za flexibiln\u00ed dopln\u011bk. Lze jej relativn\u011b rychle zvy\u0161ovat a sni\u017eovat, elektr\u00e1rny lze stav\u011bt pom\u011brn\u011b rychle a technologie je vyzkou\u0161en\u00e1. Plyn m\u016f\u017ee b\u00fdt p\u0159eklenovac\u00edm \u0159e\u0161en\u00edm pro datov\u00e1 centra um\u011bl\u00e9 inteligence.<\/p>\n<p>Tento most m\u00e1 v\u0161ak trhliny. Plyn je fosiln\u00ed. Zp\u016fsobuje emise a z\u016fst\u00e1v\u00e1 geopoliticky citliv\u00fd. I p\u0159i zachycov\u00e1n\u00ed CO\u2082 z\u016fst\u00e1v\u00e1 probl\u00e9mem. Plyn je tak\u00e9 nest\u00e1l\u00fd z hlediska ceny. To p\u0159edstavuje riziko pro dlouhodob\u00e9 pl\u00e1nov\u00e1n\u00ed.<\/p>\n<p>Nicm\u00e9n\u011b plyn bude hr\u00e1t roli v mnoha sc\u00e9n\u00e1\u0159\u00edch. Ne proto, \u017ee by byl ide\u00e1ln\u00ed, ale proto, \u017ee neexistuj\u00ed alternativy. Udr\u017eitelnost zde \u010dasto znamen\u00e1 volbu mezi \u0161patn\u00fdmi a m\u00e9n\u011b \u0161patn\u00fdmi mo\u017enostmi.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4601 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kraftwerke.jpg\" alt=\"Sm\u011bs v\u0161ech forem energie\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kraftwerke.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kraftwerke-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kraftwerke-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-Kraftwerke-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Skladov\u00e1n\u00ed, s\u00edt\u011b a podce\u0148ovan\u00e9 n\u00e1klady<\/h3>\n<p>\u010casto se tvrd\u00ed, \u017ee probl\u00e9m by vy\u0159e\u0161ilo skladov\u00e1n\u00ed. Velk\u00e9 baterie, vod\u00edk, p\u0159e\u010derp\u00e1vac\u00ed elektr\u00e1rny. V\u0161echny tyto technologie existuj\u00ed - ale nelze je libovoln\u011b \u0161k\u00e1lovat.<\/p>\n<p>Skladovac\u00ed syst\u00e9my jsou drah\u00e9, n\u00e1ro\u010dn\u00e9 na materi\u00e1l a energii. Jsou u\u017eite\u010dn\u00e9 pro vyrovn\u00e1v\u00e1n\u00ed v\u00fdkyv\u016f, ale nenahrad\u00ed trvalou v\u00fdrobu. \u010c\u00edm v\u011bt\u0161\u00ed je spot\u0159eba, t\u00edm v\u011bt\u0161\u00ed mus\u00ed b\u00fdt skladovac\u00ed syst\u00e9m. Nejedn\u00e1 se o teoretick\u00fd, ale fyzick\u00fd limit.<\/p>\n<p>Pak jsou tu m\u0159\u00ed\u017eky. Elekt\u0159inu je t\u0159eba nejen vyr\u00e1b\u011bt, ale tak\u00e9 p\u0159epravovat. Vysoce v\u00fdkonn\u00e1 datov\u00e1 centra vy\u017eaduj\u00ed vysoce v\u00fdkonn\u00e1 p\u0159ipojen\u00ed. Roz\u0161i\u0159ov\u00e1n\u00ed t\u011bchto s\u00edt\u00ed je n\u00e1kladn\u00e9, \u010dasov\u011b n\u00e1ro\u010dn\u00e9 a prov\u00e1zen\u00e9 konflikty.<\/p>\n<h3>Soukrom\u00e9 dod\u00e1vky energie: N\u00e1vrat ke star\u00fdm vzorc\u016fm<\/h3>\n<p>Vzhledem k t\u011bmto v\u00fdzv\u00e1m nab\u00fdv\u00e1 na aktu\u00e1lnosti star\u00e1 my\u0161lenka: soukrom\u00e9 dod\u00e1vky energie. Velk\u00e1 pr\u016fmyslov\u00e1 odv\u011btv\u00ed d\u0159\u00edve provozovala vlastn\u00ed elektr\u00e1rny nebo uzav\u00edrala exkluzivn\u00ed smlouvy o dod\u00e1vk\u00e1ch. Spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed se t\u00edmto sm\u011brem vyd\u00e1vaj\u00ed st\u00e1le \u010dast\u011bji.<\/p>\n<p>Vlastn\u00ed elektr\u00e1rny, vlastn\u00ed \u00falo\u017ei\u0161t\u011b, p\u0159\u00edm\u00e1 p\u0159ipojen\u00ed - to v\u0161e sni\u017euje z\u00e1vislost. Z\u00e1rove\u0148 se t\u00edm \u010d\u00e1st t\u00e9to infrastruktury vyj\u00edm\u00e1 z ve\u0159ejn\u00e9 kontroly. Elekt\u0159ina se st\u00e1v\u00e1 soukrom\u00fdm zdrojem.<\/p>\n<p>Tento v\u00fdvoj je racion\u00e1ln\u00ed, ale nen\u00ed soci\u00e1ln\u011b neutr\u00e1ln\u00ed. M\u011bn\u00ed rovnov\u00e1hu sil. Ti, kdo ovl\u00e1daj\u00ed energii, maj\u00ed man\u00e9vrovac\u00ed prostor. To plat\u00ed jak pro st\u00e1ty, tak pro podniky.<\/p>\n<h3>Udr\u017eitelnost bez iluz\u00ed<\/h3>\n<p>V tomto bod\u011b je jasn\u00e9, pro\u010d ideologick\u00e9 debaty p\u0159\u00edli\u0161 nepom\u00e1haj\u00ed. Neexistuje \u017e\u00e1dn\u00e9 dokonal\u00e9 \u0159e\u0161en\u00ed. Ka\u017ed\u00fd zdroj energie m\u00e1 sv\u00e9 v\u00fdhody a nev\u00fdhody. Ka\u017ed\u00e9 rozhodnut\u00ed zahrnuje protich\u016fdn\u00e9 c\u00edle.<\/p>\n<p>Udr\u017eitelnost zde neznamen\u00e1 nalezen\u00ed \u201espr\u00e1vn\u00e9\u201c technologie, ale sp\u00ed\u0161e otev\u0159en\u00e9 pojmenov\u00e1n\u00ed d\u016fsledk\u016f jednotliv\u00fdch mo\u017enost\u00ed. Jak\u00e1 rizika p\u0159ij\u00edm\u00e1me? Jak\u00e9 z\u00e1vislosti akceptujeme? Jak\u00e9 n\u00e1klady poneseme - a kdo je ponese?<\/p>\n<p>Um\u011bl\u00e1 inteligence n\u00e1s nut\u00ed kl\u00e1st si tyto ot\u00e1zky znovu, proto\u017ee stla\u010duje a zrychluje popt\u00e1vku po energii.<\/p>\n<p>Tato kapitola znamen\u00e1 posun v my\u0161len\u00ed. Ot\u00e1zkou ji\u017e nen\u00ed, zda lze UI provozovat udr\u017eiteln\u011b, ale za jak\u00fdch podm\u00ednek. Limituj\u00edc\u00edm faktorem je zde energie. Ne v\u00fdpo\u010detn\u00ed v\u00fdkon, ne software, ale elekt\u0159ina.<\/p>\n<p>Dal\u0161\u00ed kapitola se proto zab\u00fdv\u00e1 obrazy budoucnosti, kter\u00e9 z t\u011bchto podm\u00ednek vypl\u00fdvaj\u00ed. Ne jako progn\u00f3zy, ale jako sc\u00e9n\u00e1\u0159e. Proto\u017ee o tom, jak udr\u017eitelnou se UI stane, nerozhodne jedin\u00fd pr\u016flom, ale souhrn na\u0161ich rozhodnut\u00ed.<\/p>\n<h3>Neviditeln\u00e1 energetick\u00e1 n\u00e1ro\u010dnost modern\u00edch technologi\u00ed<\/h3>\n<p>Rychl\u00fd fo<a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/04\/fracking-lng-a-energeticka-politika-strizliva-analyza-rizik-prilezitosti-a-reality\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright size-medium wp-image-5621\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Fracking-Energiepolitik-300x200.jpg\" alt=\"\u0160t\u011bpen\u00ed zemn\u00edho plynu a energetick\u00e1 politika\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Fracking-Energiepolitik-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Fracking-Energiepolitik-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Fracking-Energiepolitik-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Fracking-Energiepolitik.jpg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>ostup v oblasti um\u011bl\u00e9 inteligence p\u0159in\u00e1\u0161\u00ed nejen nov\u00e9 p\u0159\u00edle\u017eitosti, ale tak\u00e9 \u010dasto podce\u0148ovan\u00fd faktor: rostouc\u00ed energetick\u00e9 n\u00e1roky. Datov\u00e1 centra, v\u00fdukov\u00e9 modely a digit\u00e1ln\u00ed infrastruktura vy\u017eaduj\u00ed obrovsk\u00e9 mno\u017estv\u00ed elektrick\u00e9 energie - a tedy nep\u0159\u00edmo i spolehliv\u00e9 zdroje energie. V t\u00e9to souvislosti je st\u00e1le d\u016fle\u017eit\u011bj\u0161\u00ed ot\u00e1zka, odkud tato energie poch\u00e1z\u00ed. \u010cl\u00e1nek o <a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/04\/fracking-lng-a-energeticka-politika-strizliva-analyza-rizik-prilezitosti-a-reality\/\"><strong>Fracking v N\u011bmecku<\/strong><\/a> k tomuto pohledu p\u0159id\u00e1v\u00e1 z\u00e1sadn\u00ed aspekt: jakou roli mohou hr\u00e1t dom\u00e1c\u00ed z\u00e1soby plynu v syst\u00e9mu, kter\u00fd je st\u00e1le v\u00edce z\u00e1visl\u00fd na nep\u0159etr\u017eit\u00e9 dostupnosti energie? Vz\u00e1jemn\u00e9 p\u016fsoben\u00ed technologick\u00e9ho v\u00fdvoje a zejm\u00e9na energetick\u00e9 politiky ukazuje, jak \u00fazce jsou tyto dv\u011b oblasti propojeny - a pro\u010d je t\u0159eba uva\u017eovat o dlouhodob\u00fdch strategi\u00edch nad r\u00e1mec jednotliv\u00fdch technologi\u00ed.<\/p>\n<hr \/>\n<h3>Aktu\u00e1ln\u00ed pr\u016fzkum pou\u017e\u00edv\u00e1n\u00ed m\u00edstn\u00edch syst\u00e9m\u016f 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=\"241151317fa611d952cc701334121c8f\" data-pid=\"4325\" 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=\"eb90b1e3a0\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"978df2f67076c074b2d70ac7c28da7f4\" 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=\"164\" 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=\"35\" 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=\"6\" 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>T\u0159i sc\u00e9n\u00e1\u0159e budoucnosti - jak udr\u017eiteln\u00e1 m\u016f\u017ee b\u00fdt um\u011bl\u00e1 inteligence ve skute\u010dnosti<\/h2>\n<p>Po p\u011bti kapitol\u00e1ch pln\u00fdch \u010d\u00edsel, technick\u00fdch omezen\u00ed a politick\u00e9ho nap\u011bt\u00ed by bylo snadn\u00e9 nab\u00fdt dojmu, \u017ee um\u011bl\u00e1 inteligence nevyhnuteln\u011b sm\u011b\u0159uje k probl\u00e9mu udr\u017eitelnosti, kter\u00fd lze jen st\u011b\u017e\u00ed zvl\u00e1dnout. Tento n\u00e1zor by byl pochopiteln\u00fd - ale byl by p\u0159\u00edli\u0161 kr\u00e1tkozrak\u00fd.<\/p>\n<p>Budoucnost um\u011bl\u00e9 inteligence nen\u00ed pevn\u011b dan\u00e1. Nevznikne na z\u00e1klad\u011b jedin\u00e9ho technologick\u00e9ho pr\u016flomu, ale na z\u00e1klad\u011b mnoha rozhodnut\u00ed, kter\u00e1 se p\u0159ij\u00edmaj\u00ed dnes a v n\u00e1sleduj\u00edc\u00edch letech. Rozhodnut\u00ed o tom, jak bude AI vyu\u017e\u00edv\u00e1na, kde bude provozov\u00e1na a jak\u00fd v\u00fdznam bude m\u00edt ve vztahu k dal\u0161\u00edm spole\u010densk\u00fdm c\u00edl\u016fm.<\/p>\n<p>Aby byla tato otev\u0159enost hmatateln\u00e1, pom\u00e1h\u00e1 mluvit nikoli o jedin\u00e9 budoucnosti, ale o mo\u017en\u00fdch cest\u00e1ch v\u00fdvoje. T\u0159i takov\u00e9 sc\u00e9n\u00e1\u0159e lze rozpoznat ji\u017e dnes. \u017d\u00e1dn\u00fd z nich nen\u00ed zaru\u010den\u00fd, \u017e\u00e1dn\u00fd z nich nen\u00ed zcela nere\u00e1ln\u00fd. Skute\u010dnost bude pravd\u011bpodobn\u011b obsahovat prvky v\u0161ech t\u0159\u00ed.<\/p>\n<h3>Sc\u00e9n\u00e1\u0159 1: Centralizace a energetick\u00e9 enkl\u00e1vy<\/h3>\n<p>V tomto sc\u00e9n\u00e1\u0159i pokra\u010duje logika \u0161k\u00e1lov\u00e1n\u00ed d\u016fsledn\u011b. Velc\u00ed poskytovatel\u00e9 um\u011bl\u00e9 inteligence sdru\u017euj\u00ed v\u00fdpo\u010detn\u00ed v\u00fdkon na n\u011bkolika m\u00e1lo extr\u00e9mn\u011b v\u00fdkonn\u00fdch m\u00edstech. Tyto lokality maj\u00ed vlastn\u00ed zdroje energie, vlastn\u00ed s\u00ed\u0165ov\u00e1 p\u0159ipojen\u00ed a v n\u011bkter\u00fdch p\u0159\u00edpadech i vlastn\u00ed \u00falo\u017en\u00e1 \u0159e\u0161en\u00ed. Jsou vysoce optimalizovan\u00e1, izolovan\u00e1 a efektivn\u00ed v pr\u016fmyslov\u00e9m smyslu.<\/p>\n<p>V\u00fdhoda tohoto modelu je z\u0159ejm\u00e1. Dod\u00e1vky energie lze pl\u00e1novat, minimalizovat v\u00fdpadky a kalkulovat n\u00e1klady v dlouhodob\u00e9m horizontu. UI se st\u00e1v\u00e1 spolehlivou, efektivn\u00ed a glob\u00e1ln\u011b dostupnou. Tento sc\u00e9n\u00e1\u0159 je atraktivn\u00ed pro spole\u010dnosti a zem\u011b, kter\u00e9 si zakl\u00e1daj\u00ed na technologick\u00e9m prvenstv\u00ed.<\/p>\n<p>Cena je tak\u00e9 jasn\u00e1. Energetika se st\u00e1le v\u00edce privatizuje. Infrastruktura se \u010d\u00e1ste\u010dn\u011b vyma\u0148uje z ve\u0159ejn\u00e9 kontroly. Region\u00e1ln\u00ed nerovnov\u00e1ha se zv\u011bt\u0161uje. M\u00edstn\u00ed p\u0159ijet\u00ed se st\u00e1v\u00e1 trval\u00fdm staveni\u0161t\u011bm. Udr\u017eitelnost je zde ch\u00e1p\u00e1na p\u0159edev\u0161\u00edm v technick\u00e9m a m\u00e9n\u011b v soci\u00e1ln\u00edm smyslu.<\/p>\n<p>Tento sc\u00e9n\u00e1\u0159 je realistick\u00fd, proto\u017ee vych\u00e1z\u00ed ze st\u00e1vaj\u00edc\u00edch vzor\u016f. Nejedn\u00e1 se o radik\u00e1ln\u00ed zlom, ale o pokra\u010dov\u00e1n\u00ed pr\u016fmyslov\u00e9 logiky nov\u00fdmi prost\u0159edky.<\/p>\n<h3>Sc\u00e9n\u00e1\u0159 2: Efektivita, regulace a z\u00e1m\u011brn\u00e9 omezov\u00e1n\u00ed<\/h3>\n<p>Jin\u00e1 vize budoucnosti klade d\u016fraz na kontrolu. V tomto sc\u00e9n\u00e1\u0159i politici a spole\u010dnost uzn\u00e1vaj\u00ed, \u017ee neomezen\u00e9 \u0161k\u00e1lov\u00e1n\u00ed nem\u00e1 technick\u00fd ani soci\u00e1ln\u00ed smysl. Um\u011bl\u00e1 inteligence je vyu\u017e\u00edv\u00e1na c\u00edlen\u011b, je up\u0159ednost\u0148ov\u00e1na a regulov\u00e1na.<\/p>\n<p>Efektivita z\u016fst\u00e1v\u00e1 d\u016fle\u017eit\u00e1, ale je dopln\u011bna r\u00e1mcov\u00fdmi podm\u00ednkami. N\u011bkter\u00e9 aplikace jsou zv\u00fdhodn\u011bny, jin\u00e9 jsou z\u00e1m\u011brn\u011b omezeny. Energeticky n\u00e1ro\u010dn\u00e9 tr\u00e9ninkov\u00e9 j\u00edzdy podl\u00e9haj\u00ed podm\u00ednk\u00e1m. Rozhodnut\u00ed o um\u00edst\u011bn\u00ed jsou p\u0159\u00edsn\u011bji koordinov\u00e1na. Udr\u017eitelnost nen\u00ed ponech\u00e1na pouze na trhu.<\/p>\n<p>V\u00fdhoda tohoto modelu spo\u010d\u00edv\u00e1 ve vyv\u00e1\u017eenosti. Um\u011bl\u00e1 inteligence z\u016fst\u00e1v\u00e1 v\u00fdkonn\u00e1, ale zakotven\u00e1. Ot\u00e1zky energetiky a infrastruktury jsou posuzov\u00e1ny spole\u010dn\u011b. Z\u00e1t\u011b\u017e je rozd\u011blena transparentn\u011bji.<\/p>\n<p>Nev\u00fdhoda spo\u010d\u00edv\u00e1 ve slo\u017eitosti. Regulace stoj\u00ed \u010das, koordinace stoj\u00ed rychlost. Tlak na inovace se st\u0159et\u00e1v\u00e1 s procesy pl\u00e1nov\u00e1n\u00ed. Tento sc\u00e9n\u00e1\u0159 vy\u017eaduje politickou akceschopnost a spole\u010densk\u00fd konsenzus - ani jedno z toho nelze pova\u017eovat za samoz\u0159ejmost. Nicm\u00e9n\u011b tento sc\u00e9n\u00e1\u0159 nen\u00ed utopick\u00fd. Mnoho pr\u016fmyslov\u00fdch odv\u011btv\u00ed bylo zakotveno podobn\u00fdm zp\u016fsobem, ani\u017e by ztratila svou efektivitu. P\u0159edpokl\u00e1d\u00e1, \u017ee um\u011bl\u00e1 inteligence nebude vn\u00edm\u00e1na jako c\u00edl s\u00e1m o sob\u011b, ale jako n\u00e1stroj.<\/p>\n<h3>Sc\u00e9n\u00e1\u0159 3: Decentralizovan\u00e1 a m\u00edstn\u00ed UI<\/h3>\n<p>T\u0159et\u00ed sc\u00e9n\u00e1\u0159 p\u0159esouv\u00e1 pozornost. Nam\u00edsto budov\u00e1n\u00ed st\u00e1le v\u011bt\u0161\u00edch centralizovan\u00fdch syst\u00e9m\u016f se um\u011bl\u00e1 inteligence pou\u017e\u00edv\u00e1 decentralizovan\u011bji. Men\u0161\u00ed modely, lok\u00e1ln\u00ed v\u00fdpo\u010detn\u00ed v\u00fdkon, specializovan\u00e9 aplikace. Ne ka\u017ed\u00e1 \u00faloha vy\u017eaduje maxim\u00e1ln\u00ed v\u00fdkon.<\/p>\n<p>V tomto modelu se um\u011bl\u00e1 inteligence p\u0159ibli\u017euje m\u00edstu pou\u017eit\u00ed. Spole\u010dnosti provozuj\u00ed sv\u00e9 vlastn\u00ed syst\u00e9my. Za\u0159\u00edzen\u00ed se st\u00e1vaj\u00ed v\u00fdkonn\u011bj\u0161\u00edmi. Data z\u016fst\u00e1vaj\u00ed lok\u00e1ln\u00ed. Energetick\u00e1 n\u00e1ro\u010dnost na aplikaci se sni\u017euje, proto\u017ee \u0161k\u00e1lov\u00e1n\u00ed je omezen\u00e9.<\/p>\n<p>V\u00fdhodou je robustnost. Z\u00e1vislosti jsou redukov\u00e1ny. Infrastruktura je odleh\u010dena. Udr\u017eitelnosti se dosahuje um\u00edrn\u011bnost\u00ed, nikoli maxim\u00e1ln\u00ed efektivitou. Limity tohoto modelu jsou rovn\u011b\u017e z\u0159ejm\u00e9. Velk\u00e9 a slo\u017eit\u00e9 aplikace nelze pln\u011b decentralizovat. V\u00fdzkum, glob\u00e1ln\u00ed slu\u017eby a vysoce komplexn\u00ed anal\u00fdzy st\u00e1le vy\u017eaduj\u00ed centralizovan\u00e9 zdroje.<\/p>\n<p>Tento sc\u00e9n\u00e1\u0159 nenahrazuje ostatn\u00ed sc\u00e9n\u00e1\u0159e, ale je jejich dopl\u0148kem. Ukazuje, \u017ee udr\u017eitelnosti lze dos\u00e1hnout i prost\u0159ednictv\u00edm rozmanitosti - ne v\u0161e mus\u00ed b\u00fdt stejn\u011b velk\u00e9, stejn\u011b rychl\u00e9 a stejn\u011b v\u00fdkonn\u00e9.<\/p>\n<h3>Pro\u010d neexistuje \u201espr\u00e1vn\u00fd\u201c sc\u00e9n\u00e1\u0159<\/h3>\n<p>Tyto t\u0159i vize budoucnosti nejsou ve vztahu bu\u010f a nebo. Jsou to sp\u00ed\u0161e r\u016fzn\u00e9 odpov\u011bdi na stejnou v\u00fdzvu. V z\u00e1vislosti na aplikaci, regionu a c\u00edli budou m\u00edt smysl r\u016fzn\u00e1 \u0159e\u0161en\u00ed.<\/p>\n<p>Rozhoduj\u00edc\u00ed nen\u00ed, kter\u00fd sc\u00e9n\u00e1\u0159 p\u0159evl\u00e1dne, ale zda jsou z\u00e1kladn\u00ed rozhodnut\u00ed u\u010din\u011bna v\u011bdom\u011b. Udr\u017eitelnost nevypl\u00fdv\u00e1 automaticky z technologie. Vypl\u00fdv\u00e1 z priorit.<\/p>\n<p>Pokud se um\u011bl\u00e1 inteligence pou\u017e\u00edv\u00e1 v\u017edy a v\u0161ude, jej\u00ed energetick\u00e9 n\u00e1roky nevyhnuteln\u011b porostou. Pokud je vyu\u017e\u00edv\u00e1na c\u00edlen\u011b, lze tuto pot\u0159ebu kontrolovat. To nen\u00ed mor\u00e1ln\u00ed odsudek, ale st\u0159\u00edzliv\u00fd post\u0159eh.<\/p>\n<h3>Skute\u010dn\u00e1 ot\u00e1zka udr\u017eitelnosti<\/h3>\n<p>Na konci tohoto \u010dl\u00e1nku nen\u00ed jednoduch\u00e1 odpov\u011b\u010f. Ot\u00e1zka \u201eJe um\u011bl\u00e1 inteligence udr\u017eiteln\u00e1?\u201c je zav\u00e1d\u011bj\u00edc\u00ed. Nazna\u010duje, \u017ee existuje jasn\u00e9 ano nebo ne.<\/p>\n<p>Rozumn\u011bj\u0161\u00ed ot\u00e1zka zn\u00ed: K \u010demu um\u011blou inteligenci pou\u017e\u00edv\u00e1me - a kolik jsme za ni ochotni utratit? Energie, zdroje, infrastruktura, politick\u00e1 pozornost. Tuto ot\u00e1zku nelze delegovat na algoritmy.<\/p>\n<p>Um\u011bl\u00e1 inteligence je n\u00e1stroj s obrovsk\u00fdm potenci\u00e1lem. M\u016f\u017ee zefektivnit procesy, zp\u0159\u00edstupnit znalosti a zv\u00fd\u0161it informovanost p\u0159i rozhodov\u00e1n\u00ed. Z\u00e1rove\u0148 v\u0161ak vy\u017eaduje re\u00e1ln\u00e9 zdroje. Oboj\u00ed je pravda.<\/p>\n<h3>Opatrn\u011b optimistick\u00fd v\u00fdhled<\/h3>\n<p>Navzdory v\u0161em v\u00fdzv\u00e1m existuje d\u016fvod k opatrn\u00e9mu optimismu. Probl\u00e9my jsou viditeln\u00e9. Diskutuje se o nich. Lze je pojmenovat. To je v\u00edce, ne\u017e se dalo \u0159\u00edci o mnoha d\u0159\u00edv\u011bj\u0161\u00edch technologick\u00fdch p\u0159evratech.<\/p>\n<p>Debata o udr\u017eiteln\u00e9 UI neza\u010d\u00edn\u00e1 od\u0159\u00edk\u00e1n\u00edm, ale pochopen\u00edm. Ti, kdo si uv\u011bdomuj\u00ed fyzickou realitu UI, mohou \u010dinit lep\u0161\u00ed rozhodnut\u00ed. Ti, kdo si uv\u011bdomuj\u00ed jej\u00ed omezen\u00ed, ji mohou rozumn\u011b vyu\u017e\u00edvat.<\/p>\n<p>Ne \u201ev\u0161echno bude v po\u0159\u00e1dku samo od sebe\u201c. Ale ani tak nen\u00ed v\u0161e ztraceno. Mezi slepou v\u00edrou v pokrok a ochromuj\u00edc\u00ed skeps\u00ed je \u0161irok\u00fd prostor. Tento prostor rozhodne o tom, jakou roli bude um\u011bl\u00e1 inteligence v budoucnosti hr\u00e1t - a jak udr\u017eiteln\u00e1 ve skute\u010dnosti m\u016f\u017ee b\u00fdt.<\/p>\n<p>Udr\u017eitelnost nakonec nen\u00ed stav, ale proces. Um\u011bl\u00e1 inteligence bude sou\u010d\u00e1st\u00ed tohoto procesu. Ne jako p\u0159\u00edslib sp\u00e1sy, ale jako n\u00e1stroj, kter\u00fd je t\u0159eba pou\u017e\u00edvat zodpov\u011bdn\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-242 { --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-242 { --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-242\" 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=\"cloud-ki als oberlehrer: warum die zukunft des arbeitens bei lokaler ki liegt\" data-id=\"3887\"  data-category=\"apple macos hardware ki-systeme\" data-post_tag=\"datenschutz digitales eigentum k\u00fcnstliche intelligenz llama llm meinungsfreiheit mistral mlx neo4j 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\/12\/cloud-ki-jako-spickovy-ucitel-proc-je-budoucnost-prace-s-mistnimi-ki\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Cloudov\u00e1 um\u011bl\u00e1 inteligence jako \u0159editel: pro\u010d je budoucnost pr\u00e1ce v lok\u00e1ln\u00ed um\u011bl\u00e9 inteligenci<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Cloudov\u00e1 um\u011bl\u00e1 inteligence se st\u00e1v\u00e1 hlavn\u00edm u\u010ditelem\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-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\/cloud-ki-jako-spickovy-ucitel-proc-je-budoucnost-prace-s-mistnimi-ki\/\" rel=\"bookmark\">Cloudov\u00e1 um\u011bl\u00e1 inteligence jako \u0159editel: pro\u010d je budoucnost pr\u00e1ce v lok\u00e1ln\u00ed um\u011bl\u00e9 inteligenci<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wie tiere zeit wahrnehmen &#8211; und was das f\u00fcr die zukunft der ki bedeutet\" data-id=\"4918\"  data-category=\"allgemein gesellschaft ki-systeme\" data-post_tag=\"denkmodelle erfahrungen k\u00fcnstliche intelligenz llm portrait prozesse sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/jak-zvirata-vnimaji-cas-a-co-to-znamena-pro-budoucnost-ki\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jak zv\u00ed\u0159ata vn\u00edmaj\u00ed \u010das - a co to znamen\u00e1 pro budoucnost um\u011bl\u00e9 inteligence<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Zv\u00ed\u0159ata, um\u011bl\u00e1 inteligence a vn\u00edm\u00e1n\u00ed \u010dasu\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/cs\/2026\/02\/jak-zvirata-vnimaji-cas-a-co-to-znamena-pro-budoucnost-ki\/\" rel=\"bookmark\">Jak zv\u00ed\u0159ata vn\u00edmaj\u00ed \u010das - a co to znamen\u00e1 pro budoucnost um\u011bl\u00e9 inteligence<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"k\u00fcnstliche intelligenz und energie: was der ki-boom wirklich kostet\" data-id=\"4590\"  data-category=\"allgemein hardware ki-systeme\" data-post_tag=\"energiepolitik europa geopolitik krisen 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\/01\/umela-inteligence-a-energie-co-ki-boom-skutecne-stoji\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Um\u011bl\u00e1 inteligence a energie: kolik skute\u010dn\u011b stoj\u00ed boom um\u011bl\u00e9 inteligence<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Um\u011bl\u00e1 inteligence, energie a udr\u017eitelnost\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Energie-Nachhaltigkeit-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\/umela-inteligence-a-energie-co-ki-boom-skutecne-stoji\/\" rel=\"bookmark\">Um\u011bl\u00e1 inteligence a energie: kolik skute\u010dn\u011b stoj\u00ed boom um\u011bl\u00e9 inteligence<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"vom content zur substanz: wie digitale systeme entstehen, die nicht kopierbar sind\" data-id=\"5899\"  data-category=\"allgemein b\u00fccher gesellschaft tipps &amp; anleitungen\" data-post_tag=\"buch datenlogik denkmodelle digitales eigentum erfahrungen k\u00fcnstliche intelligenz prozesse publishing 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\/od-obsahu-k-podstate-jak-se-vytvareji-digitalni-systemy-ktere-nelze-kopirovat\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Od obsahu k podstat\u011b: jak vznikaj\u00ed digit\u00e1ln\u00ed syst\u00e9my, kter\u00e9 nelze kop\u00edrovat<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"682\" class=\"attachment-full size-full\" alt=\"Syst\u00e9m m\u00edsto individu\u00e1ln\u00edho obsahu\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Organische-Reichweite.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Organische-Reichweite.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Organische-Reichweite-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Organische-Reichweite-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Organische-Reichweite-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\/od-obsahu-k-podstate-jak-se-vytvareji-digitalni-systemy-ktere-nelze-kopirovat\/\" rel=\"bookmark\">Od obsahu k podstat\u011b: jak vznikaj\u00ed digit\u00e1ln\u00ed syst\u00e9my, kter\u00e9 nelze kop\u00edrovat<\/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>Co p\u0159esn\u011b znamen\u00e1 \u201eudr\u017eitelnost\u201c, pokud jde o um\u011blou inteligenci?<\/strong><br \/>\nUdr\u017eitelnost v oblasti um\u011bl\u00e9 inteligence neznamen\u00e1 pouze ochranu klimatu nebo \u00fasporu elektrick\u00e9 energie, ale celou spot\u0159ebu zdroj\u016f b\u011bhem \u017eivotn\u00edho cyklu. To zahrnuje energii pro datov\u00e1 centra, vodu na chlazen\u00ed, suroviny pro \u010dipy, s\u00ed\u0165ovou infrastrukturu a dlouhodob\u00e9 soci\u00e1ln\u00ed dopady. UI je udr\u017eiteln\u00e1, pokud jsou jej\u00ed p\u0159\u00ednosy v rozumn\u00e9m pom\u011bru k t\u011bmto n\u00e1klad\u016fm.<\/li>\n<li><strong>Pro\u010d AI spot\u0159ebov\u00e1v\u00e1 tolik energie, kdy\u017e je to jen software?<\/strong><br \/>\nUm\u011bl\u00e1 inteligence vypad\u00e1 jako software, ale b\u011b\u017e\u00ed na velmi v\u00fdkonn\u00e9m hardwaru. Tento hardware pracuje nep\u0159etr\u017eit\u011b, paraleln\u011b zpracov\u00e1v\u00e1 obrovsk\u00e9 mno\u017estv\u00ed dat a generuje p\u0159i tom velk\u00e9 mno\u017estv\u00ed tepla. V\u00fdkon je pot\u0159eba nejen pro v\u00fdpo\u010detn\u00ed v\u00fdkon, ale tak\u00e9 pro chlazen\u00ed, s\u00ed\u0165ov\u00e9 technologie a spolehlivost.<\/li>\n<li><strong>Je spot\u0159eba energie um\u011bl\u00e9 inteligence skute\u010dn\u011b nov\u00fdm probl\u00e9mem?<\/strong><br \/>\nNen\u00ed to nic z\u00e1sadn\u011b nov\u00e9ho, ale je to nov\u00e9 sv\u00fdm rozsahem a rychlost\u00ed. Zat\u00edmco d\u0159\u00edv\u011bj\u0161\u00ed digit\u00e1ln\u00ed technologie se rozv\u00edjely pomalu, um\u011bl\u00e1 inteligence se roz\u0161\u00ed\u0159\u00ed b\u011bhem n\u011bkolika let. S\u00edt\u011b a dod\u00e1vky energie na to \u010dasto nejsou p\u0159ipraveny.<\/li>\n<li><strong>Znamen\u00e1 v\u00edce um\u011bl\u00e9 inteligence automaticky vy\u0161\u0161\u00ed spot\u0159ebu energie?<\/strong><br \/>\nV praxi v\u011bt\u0161inou ano. P\u0159esto\u017ee se syst\u00e9my st\u00e1vaj\u00ed efektivn\u011bj\u0161\u00edmi, klesaj\u00edc\u00ed n\u00e1klady vedou k jejich v\u011bt\u0161\u00edmu vyu\u017e\u00edv\u00e1n\u00ed. Vznikaj\u00ed nov\u00e9 aplikace a mno\u017e\u00ed se star\u00e9 procesy. Efektivita tento n\u00e1r\u016fst zpomaluje, ale m\u00e1lokdy ho zru\u0161\u00ed.<\/li>\n<li><strong>Pro\u010d nemohou syst\u00e9my um\u011bl\u00e9 inteligence jednodu\u0161e spo\u010d\u00edtat, kdy maj\u00ed dostatek energie?<\/strong><br \/>\nMnoho aplikac\u00ed um\u011bl\u00e9 inteligence vy\u017eaduje nep\u0159etr\u017eitou dostupnost. \u0160kolen\u00ed trvaj\u00ed dny nebo t\u00fddny, slu\u017eby mus\u00ed b\u00fdt k dispozici neust\u00e1le. UI tedy nen\u00ed flexibiln\u00edm spot\u0159ebitelem, ale trval\u00fdm z\u00e1kladn\u00edm zat\u00ed\u017een\u00edm.<\/li>\n<li><strong>Jakou roli hraj\u00ed datov\u00e1 centra v debat\u011b o udr\u017eitelnosti?<\/strong><br \/>\nDatov\u00e1 centra jsou fyzick\u00fdm srdcem um\u011bl\u00e9 inteligence. Slu\u010duj\u00ed spot\u0159ebu energie, v\u00fdrobu tepla a chlazen\u00ed na jednom m\u00edst\u011b. \u010c\u00edm jsou v\u011bt\u0161\u00ed a hust\u0161\u00ed, t\u00edm v\u011bt\u0161\u00ed je jejich dopad na m\u00edstn\u00ed infrastrukturu a \u017eivotn\u00ed prost\u0159ed\u00ed.<\/li>\n<li><strong>Pro\u010d je chlazen\u00ed v p\u0159\u00edpad\u011b um\u011bl\u00e9 inteligence tak velk\u00fd probl\u00e9m?<\/strong><br \/>\nV\u00fdkonn\u00e9 \u010dipy generuj\u00ed obrovsk\u00e9 mno\u017estv\u00ed tepla. Bez \u00fa\u010dinn\u00e9ho chlazen\u00ed by rychle selhaly. Modern\u00ed chladic\u00ed syst\u00e9my jsou slo\u017eit\u00e9, energeticky n\u00e1ro\u010dn\u00e9 a \u010dasto vyu\u017e\u00edvaj\u00ed vodu, co\u017e vytv\u00e1\u0159\u00ed nov\u00e1 \u00fazk\u00e1 m\u00edsta.<\/li>\n<li><strong>Je spot\u0159eba vody pro um\u011blou inteligenci skute\u010dn\u011b d\u016fle\u017eit\u00e1?<\/strong><br \/>\nAno, zejm\u00e9na region\u00e1ln\u011b. V oblastech s nedostatkem vody si datov\u00e1 centra konkuruj\u00ed s dom\u00e1cnostmi, zem\u011bd\u011blstv\u00edm a pr\u016fmyslem. Vodu nelze libovoln\u011b p\u0159epravovat a rychle se st\u00e1v\u00e1 politick\u00fdm konfliktn\u00edm faktorem.<\/li>\n<li><strong>Mohou obnoviteln\u00e9 zdroje energie pln\u011b pokr\u00fdt pot\u0159ebu elekt\u0159iny v AI?<\/strong><br \/>\nZ dlouhodob\u00e9ho hlediska mohou b\u00fdt v\u00fdznamn\u00fdm p\u0159\u00ednosem, ale v sou\u010dasn\u00e9 dob\u011b samy o sob\u011b nesta\u010d\u00ed. Um\u011bl\u00e1 inteligence pot\u0159ebuje elekt\u0159inu nep\u0159etr\u017eit\u011b. Bez skladov\u00e1n\u00ed, roz\u0161i\u0159ov\u00e1n\u00ed s\u00edt\u011b a dopl\u0148kov\u00fdch zdroj\u016f energie bude p\u0159etrv\u00e1vat nedostatek dod\u00e1vek.<\/li>\n<li><strong>Pro\u010d se spole\u010dnosti zab\u00fdvaj\u00edc\u00ed se um\u011blou inteligenc\u00ed najednou op\u011bt zaj\u00edmaj\u00ed o jadernou energii?<\/strong><br \/>\nNe z ideologie, ale z pot\u0159eby. Jadern\u00e1 energie dod\u00e1v\u00e1 p\u0159edv\u00eddatelnou, nep\u0159etr\u017eitou elekt\u0159inu s n\u00edzkou spot\u0159ebou p\u016fdy. Tato stabilita je pro energeticky n\u00e1ro\u010dn\u00e1 datov\u00e1 centra atraktivn\u00ed, a to i p\u0159es v\u0161echny zn\u00e1m\u00e9 probl\u00e9my.<\/li>\n<li><strong>Je zemn\u00ed plyn udr\u017eiteln\u00fdm \u0159e\u0161en\u00edm pro UI?<\/strong><br \/>\nZemn\u00ed plyn je sp\u00ed\u0161e p\u0159echodn\u00fdm \u0159e\u0161en\u00edm. Je flexibiln\u00ed a dostupn\u00fd, ale zp\u016fsobuje emise a geopolitick\u00e9 z\u00e1vislosti. Je udr\u017eiteln\u00fd pouze relativn\u011b, nikoli jako trval\u00e9 \u0159e\u0161en\u00ed.<\/li>\n<li><strong>Pro\u010d si spole\u010dnosti s um\u011blou inteligenc\u00ed stav\u00ed vlastn\u00ed elektr\u00e1rny?<\/strong><br \/>\nVlastn\u00ed dod\u00e1vky energie nab\u00edzej\u00ed p\u0159edv\u00eddatelnost a nez\u00e1vislost. Ve\u0159ejn\u00e9 s\u00edt\u011b dosahuj\u00ed sv\u00fdch limit\u016f, povolen\u00ed trvaj\u00ed dlouho. Soukrom\u00e9 elektr\u00e1rny zaji\u0161\u0165uj\u00ed provoz, ale p\u0159en\u00e1\u0161ej\u00ed odpov\u011bdnost ze st\u00e1tu na firmu.<\/li>\n<li><strong>Jsou soukrom\u00e9 dod\u00e1vky energie pro UI problematick\u00e9?<\/strong><br \/>\nJe efektivn\u00ed, ale nen\u00ed soci\u00e1ln\u011b neutr\u00e1ln\u00ed. M\u016f\u017ee odleh\u010dit ve\u0159ejn\u00fdm s\u00edt\u00edm, ale je \u010d\u00e1ste\u010dn\u011b mimo demokratickou kontrolu. Energie se st\u00e1v\u00e1 soukrom\u00fdm zdrojem s politickou v\u00fdbu\u0161nou silou.<\/li>\n<li><strong>Mohla by m\u00edstn\u00ed um\u011bl\u00e1 inteligence vy\u0159e\u0161it probl\u00e9m udr\u017eitelnosti?<\/strong><br \/>\nM\u00edstn\u00ed um\u011bl\u00e1 inteligence m\u016f\u017ee pomoci pou\u017eit\u00edm men\u0161\u00edch model\u016f a lok\u00e1ln\u00edm zpracov\u00e1n\u00edm dat. Sni\u017euje centralizovanou z\u00e1t\u011b\u017e, ale nenahrazuje v\u0161echny aplikace. Velk\u00e9 modely z\u016fst\u00e1vaj\u00ed energeticky n\u00e1ro\u010dn\u00e9.<\/li>\n<li><strong>Pro\u010d samotn\u00fd technick\u00fd pokrok nesta\u010d\u00ed?<\/strong><br \/>\nEfektivita toti\u017e obvykle vede k v\u011bt\u0161\u00edmu vyu\u017eit\u00ed. Technologie optimalizuje prost\u0159edky, nikoliv c\u00edle. Udr\u017eitelnost vy\u017eaduje rozhodnut\u00ed o tom, k \u010demu se um\u011bl\u00e1 inteligence pou\u017e\u00edv\u00e1 - nejen o tom, jak efektivn\u011b po\u010d\u00edt\u00e1.<\/li>\n<li><strong>Je proto t\u0159eba um\u011blou inteligenci p\u0159\u00edsn\u011bji regulovat?<\/strong><br \/>\nRegulace m\u016f\u017ee pomoci stanovit priority a omezit extr\u00e9mn\u00ed v\u00fdvoj. Je v\u0161ak slo\u017eit\u00e1 a pomal\u00e1. Rozhoduj\u00edc\u00edm faktorem nen\u00ed maxim\u00e1ln\u00ed kontrola, ale rozumn\u00fd r\u00e1mec.<\/li>\n<li><strong>Existuje riziko, \u017ee um\u011bl\u00e1 inteligence pos\u00edl\u00ed soci\u00e1ln\u00ed nerovnosti?<\/strong><br \/>\nAno, zejm\u00e9na kv\u016fli poloze a energetick\u00fdm probl\u00e9m\u016fm. Regiony s dobrou infrastrukturou z toho t\u011b\u017e\u00ed, ostatn\u00ed zaost\u00e1vaj\u00ed. Soukrom\u00e9 energetick\u00e9 ostrovy mohou tuto nerovnov\u00e1hu je\u0161t\u011b prohloubit.<\/li>\n<li><strong>Je p\u0159es v\u0161echny tyto probl\u00e9my d\u016fvod k optimismu?<\/strong><br \/>\nAno, v\u00fdzvy jsou viditeln\u00e9 a lze o nich diskutovat. Um\u011bl\u00e1 inteligence nen\u00ed p\u0159irozen\u00fd jev, ale lze ji utv\u00e1\u0159et. S v\u011bdom\u00edm, um\u00edrn\u011bnost\u00ed a jasn\u00fdmi prioritami ji lze pou\u017e\u00edvat rozumn\u011b - ani\u017e by p\u0159edb\u00edhala sama sebe.<\/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-243 { --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-243 { --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-243\" 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=\"johann sebastian bach &#8211; ordnung, haltung und das fundament unserer musik\" data-id=\"5033\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland musik 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\/2026\/02\/johann-sebastian-bach-order-postoj-a-zaklad-nasi-hudby\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Johann Sebastian Bach - \u0159\u00e1d, postoj a z\u00e1klad na\u0161\u00ed hudby<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Johann Sebastian Bach Portr\u00e9t\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-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\/2026\/02\/johann-sebastian-bach-order-postoj-a-zaklad-nasi-hudby\/\" rel=\"bookmark\">Johann Sebastian Bach - \u0159\u00e1d, postoj a z\u00e1klad na\u0161\u00ed hudby<\/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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herr von l&#8217;oreot kauft einen e-scooter\" data-id=\"3229\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"erfahrungen\">\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\/budoucnost-s-nabijeckou-pan-von-loreot-si-koupi-elektronicky-skutr\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Budoucnost s nab\u00edje\u010dkou - pan von L'oreot kupuje e-kolob\u011b\u017eku<\/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\/loereot-e-scooter-1.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-300x219.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-768x560.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-16x12.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\/10\/budoucnost-s-nabijeckou-pan-von-loreot-si-koupi-elektronicky-skutr\/\" rel=\"bookmark\">Budoucnost s nab\u00edje\u010dkou - pan von L'oreot kupuje e-kolob\u011b\u017eku<\/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>Na prvn\u00ed pohled se zd\u00e1, \u017ee um\u011bl\u00e1 inteligence je t\u00e9m\u011b\u0159 bezt\u00ed\u017en\u00e1. Zad\u00e1te ot\u00e1zku a za p\u00e1r vte\u0159in se objev\u00ed odpov\u011b\u010f. \u017d\u00e1dn\u00fd hluk, \u017e\u00e1dn\u00fd kou\u0159, \u017e\u00e1dn\u00fd viditeln\u00fd pohyb. Zd\u00e1 se, \u017ee se v\u0161e odehr\u00e1v\u00e1 \u201ev oblaku\u201c. Pr\u00e1v\u011b v tom spo\u010d\u00edv\u00e1 chyba v my\u0161len\u00ed. Um\u011bl\u00e1 inteligence nen\u00ed abstraktn\u00ed magie, ale v\u00fdsledek zcela konkr\u00e9tn\u00edch fyzik\u00e1ln\u00edch proces\u016f. Za ka\u017edou odpov\u011bd\u00ed stoj\u00ed datov\u00e1 centra, elektrick\u00e9 veden\u00ed, ... <a title=\"Budoucnost s nab\u00edje\u010dkou - pan von L&#039;oreot kupuje e-kolob\u011b\u017eku\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/cs\/2025\/10\/budoucnost-s-nabijeckou-pan-von-loreot-si-koupi-elektronicky-skutr\/\" aria-label=\"\u010c\u00edst v\u00edce o budoucnosti s nab\u00edje\u010dkou - pan z L&#039;oreot si koupil e-sk\u00fatr\">\u010c\u00edst d\u00e1l<\/a><\/p>","protected":false},"author":1,"featured_media":4597,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":247,"footnotes":""},"categories":[1,147,431],"tags":[481,475,482,426,471,442],"class_list":["post-4590","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein","category-hardware","category-ki-systeme","tag-energiepolitik","tag-europa","tag-geopolitik","tag-krisen","tag-kuenstliche-intelligenz","tag-prozesse"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4590","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=4590"}],"version-history":[{"count":15,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4590\/revisions"}],"predecessor-version":[{"id":5825,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/posts\/4590\/revisions\/5825"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media\/4597"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/media?parent=4590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/categories?post=4590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/cs\/wp-json\/wp\/v2\/tags?post=4590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}