{"id":2708,"date":"2026-01-23T08:00:33","date_gmt":"2026-01-23T07:00:33","guid":{"rendered":"https:\/\/radim.martynek.cz\/?p=2708"},"modified":"2026-01-23T08:01:05","modified_gmt":"2026-01-23T07:01:05","slug":"ja-jsem-inteligentni-dost-ja-ai-nepotrebuji","status":"publish","type":"post","link":"https:\/\/radim.martynek.cz\/?p=2708","title":{"rendered":"\u201eJ\u00e1 jsem inteligentn\u00ed dost. J\u00e1 AI nepot\u0159ebuji.\u201c"},"content":{"rendered":"\n<p>Tuhle v\u011btu sl\u00fdch\u00e1m mezi klienty \u010dasto. A boj\u00edm se, \u017ee tohle by inteligentn\u00ed \u010dlov\u011bk v\u00a0\u017eivot\u011b ne\u0159ekl. Ostatn\u011b na za\u010d\u00e1tku tis\u00edcilet\u00ed mi tot\u00e9\u017e klienti \u0159\u00edkali o internetu \u2013 m\u011bli z\u00a0n\u011bj strach, b\u00e1li se nahrazen\u00ed v\u00a0pr\u00e1ci, necht\u011bli m\u011bnit n\u00e1vyky. <\/p>\n\n\n\n<p>Poj\u010fme si ud\u011blat kr\u00e1tk\u00fd v\u00fdlet na za\u010d\u00e1tek tis\u00edcilet\u00ed:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">D\u00e9j\u00e0 vu: \u201eInternet je zhouba lidstva. J\u00e1 ho nikdy pou\u017e\u00edvat nebudu.\u201c<\/h2>\n\n\n\n<p>Na za\u010d\u00e1tku tohoto stolet\u00ed bylo b\u011b\u017en\u00e9 sly\u0161et:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201eInternet je pro fl\u00e1ka\u010de a \u00fachyl\u00e1ky.\u201c<\/li>\n\n\n\n<li>\u201eJe to zhouba lidstva, kaz\u00ed d\u011bti.\u201c<\/li>\n\n\n\n<li>\u201eJ\u00e1 to nikdy pot\u0159ebovat nebudu.\u201c<\/li>\n\n\n\n<li>\u201eE-mail? To je zbyte\u010dn\u00e9.\u201c<\/li>\n<\/ul>\n\n\n\n<p>Dnes? Internet je infrastruktura. Ne vymo\u017eenost. Je to elekt\u0159ina modern\u00ed administrativy, podnik\u00e1n\u00ed i b\u011b\u017en\u00e9ho \u017eivota. A mnoho lid\u00ed, kte\u0159\u00ed tehdy tvrdili, \u017ee ho nikdy pou\u017e\u00edvat nebudou, ho dnes pou\u017e\u00edvaj\u00ed denn\u011b \u2013 \u010dasto ani\u017e by to tak vn\u00edmali (bankovnictv\u00ed, navigace, objedn\u00e1vky, formul\u00e1\u0159e, komunikace). N\u011bkter\u00e9 z\u00e1chody jsou p\u0159ipojen\u00e9 na wi-fi!<\/p>\n\n\n\n<p>Pointa nen\u00ed, \u017ee \u201eskeptici byli hloup\u00ed\u201c. Pointa je, \u017ee podcenili, jak rychle se n\u00e1stroj stane standardem \u2013 a jak v\u00fdrazn\u011b zm\u011bn\u00ed tempo pr\u00e1ce, dostupnost informac\u00ed a o\u010dek\u00e1v\u00e1n\u00ed okol\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pro\u010d v\u011bta \u201eAI nepot\u0159ebuji\u201c m\u00edj\u00ed c\u00edl<\/h2>\n\n\n\n<p>AI nen\u00ed medaile pro \u201echyt\u0159ej\u0161\u00ed\u201c. Je to n\u00e1stroj na rutinu. Kdy\u017e n\u011bkdo \u0159ekne \u201ejsem inteligentn\u00ed dost\u201c, je to podobn\u00e9, jako kdyby v roce 2002 \u0159ekl:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201eJsem inteligentn\u00ed dost, nepot\u0159ebuji vyhled\u00e1va\u010d \u2013 v\u0161echno si zjist\u00edm v knihovn\u011b.\u201c<\/li>\n\n\n\n<li>\u201eJsem inteligentn\u00ed dost, nepot\u0159ebuji e-mail \u2013 zavol\u00e1m.\u201c<\/li>\n\n\n\n<li>\u201eJsem inteligentn\u00ed dost, nepot\u0159ebuji Word \u2013 nap\u00ed\u0161u to na stroji.\u201c<\/li>\n<\/ul>\n\n\n\n<p>Ano, jde to. Jen\u017ee ot\u00e1zka v praxi zn\u00ed jinak: Kolik \u010dasu to stoj\u00ed? Kolik chyb se po cest\u011b stane? A kolik energie sp\u00e1l\u00ed\u0161 na \u010dinnosti, kter\u00e9 nejsou podstatou tv\u00e9 pr\u00e1ce?<\/p>\n\n\n\n<p>AI (p\u0159i rozumn\u00e9m pou\u017eit\u00ed) nekrade inteligenci. Vrac\u00ed ji zp\u00e1tky tam, kde m\u00e1 b\u00fdt: do rozhodov\u00e1n\u00ed, empatie, vyjedn\u00e1v\u00e1n\u00ed, odpov\u011bdnosti a odborn\u00e9ho \u00fasudku.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Co AI re\u00e1ln\u011b je (a co nen\u00ed)<\/h2>\n\n\n\n<p>AI nen\u00ed \u201edruh\u00e9 v\u011bdom\u00ed\u201c ani z\u00e1zra\u010dn\u00fd mozek. Je to syst\u00e9m, kter\u00fd um\u00ed:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>rychle zpracovat text, navrhnout strukturu, zjednodu\u0161it a p\u0159eformulovat,<\/li>\n\n\n\n<li>shrnout, porovnat, vyt\u00e1hnout podstatn\u00e9 body,<\/li>\n\n\n\n<li>generovat varianty (text\u016f, odpov\u011bd\u00ed, sc\u00e9n\u00e1\u0159\u016f),<\/li>\n\n\n\n<li>pomoci s n\u00e1pady a kontrolou konzistence.<\/li>\n<\/ul>\n\n\n\n<p>A z\u00e1rove\u0148 plat\u00ed: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI se m\u016f\u017ee m\u00fdlit (n\u011bkdy suver\u00e9nn\u011b). Stejn\u011b jako kolega v\u00a0kanclu, stejn\u011b jako tajemn\u00edk \u010di starosta. Stejn\u011b jako poslanec \u010di soudce.<\/li>\n\n\n\n<li>AI nen\u00ed autorita. Autorita jsi ty a tvoje organizace.<\/li>\n\n\n\n<li>AI nenese odpov\u011bdnost. Odpov\u011bdnost nese \u010dlov\u011bk.<\/li>\n<\/ul>\n\n\n\n<p>Spr\u00e1vn\u00e9 pou\u017eit\u00ed AI proto nen\u00ed \u201enechat to ud\u011blat za sebe\u201c. Spr\u00e1vn\u00e9 pou\u017eit\u00ed je:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>nechat AI ud\u011blat prvn\u00ed hrubou pr\u00e1ci<\/li>\n\n\n\n<li>a \u010dlov\u011bk dod\u00e1 p\u0159esnost, kontext, cit a odpov\u011bdnost.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Kde AI typicky \u0161et\u0159\u00ed \u010das (bez kouzel)<\/h2>\n\n\n\n<p>Nejv\u011bt\u0161\u00ed p\u0159\u00ednos b\u00fdv\u00e1 v \u010dinnostech, kter\u00e9 jsou \u201etextov\u00e9\u201c, opakuj\u00edc\u00ed se a \u017eerou kapacitu:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n\u00e1vrhy odpov\u011bd\u00ed na e-maily a dopisy (v\u010detn\u011b t\u00f3nu a srozumitelnosti),<\/li>\n\n\n\n<li>shrnut\u00ed dlouh\u00fdch podklad\u016f, z\u00e1pis\u016f, jedn\u00e1n\u00ed,<\/li>\n\n\n\n<li>p\u0159\u00edprava osnovy dokumentu, sm\u011brnice, zpr\u00e1vy,<\/li>\n\n\n\n<li>kontrola srozumitelnosti pro ve\u0159ejnost (\u201ep\u0159elo\u017e to z \u00fa\u0159edni\u010dtiny do \u010de\u0161tiny\u201c),<\/li>\n\n\n\n<li>p\u0159\u00edprava podklad\u016f pro prezentaci, \u0161kolen\u00ed, komunikaci,<\/li>\n\n\n\n<li>tvorba FAQ a odpov\u011bd\u00ed pro web (v\u010detn\u011b chatbot\u016f),<\/li>\n\n\n\n<li>rychl\u00e9 porovn\u00e1n\u00ed variant textu (verze stru\u010dn\u00e1\/lidsk\u00e1\/form\u00e1ln\u00ed).<\/li>\n<\/ul>\n\n\n\n<p>Tohle nejsou \u201enadlidsk\u00e9\u201c v\u011bci. To jsou prvn\u00ed dv\u011b hodiny pr\u00e1ce, kter\u00e9 \u010dasto d\u011bl\u00e1\u0161, ne\u017e se dostane\u0161 k tomu d\u016fle\u017eit\u00e9mu.<\/p>\n\n\n\n<p>I tento \u010dl\u00e1nek vznikl tak, \u017ee jsem po\u017e\u00e1dal AI, aby mi p\u0159ipravila osnovu dokumentu v&nbsp;reakci na tvrzen\u00ed klienta \u201ej\u00e1 AI nepot\u0159ebuji \u2013 j\u00e1 jsem inteligentn\u00ed dost\u201c. Hrubou pr\u00e1ci odvedla AI \u2013 ale napsat \u010dl\u00e1nek, upravovat, kontrolovat t\u00f3n a v\u00fdznamy, to je u\u017e pr\u00e1ce pro \u010dlov\u011bka.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nej\u010dast\u011bj\u0161\u00ed omyl: lid\u00e9 si pletou AI s autopilotem<\/h2>\n\n\n\n<p>Kdy\u017e n\u011bkdo odm\u00edt\u00e1 AI, \u010dasto odm\u00edt\u00e1 karikaturu: \u201eAI mi bude \u0159\u00edkat, co m\u00e1m d\u011blat, a je\u0161t\u011b m\u011b nahrad\u00ed.\u201c<\/p>\n\n\n\n<p>Realita: Nejlep\u0161\u00ed v\u00fdsledky vznikaj\u00ed, kdy\u017e AI pou\u017e\u00edv\u00e1\u0161 jako spolupracovn\u00edka juniora:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>je rychl\u00fd,<\/li>\n\n\n\n<li>ob\u010das se splete,<\/li>\n\n\n\n<li>pot\u0159ebuje zad\u00e1n\u00ed,<\/li>\n\n\n\n<li>ale u\u0161et\u0159\u00ed Ti \u0161pinavou pr\u00e1ci.<\/li>\n<\/ul>\n\n\n\n<p>AI st\u011b\u017e\u00ed nahrad\u00ed n\u011bkoho, kdo ji um\u00ed vyu\u017e\u00edvat. AI sp\u00ed\u0161e nahrad\u00ed ty, kte\u0159\u00ed s&nbsp;n\u00ed pracovat neum\u00ed.<\/p>\n\n\n\n<p>Stejn\u011b jako internet kdysi nezru\u0161il pot\u0159ebu myslet \u2013 jen dramaticky zrychlil p\u0159\u00edstup k informac\u00edm \u2013 AI nezru\u0161\u00ed pot\u0159ebu odbornosti. Naopak: zv\u00fd\u0161\u00ed hodnotu t\u011bch, kdo um\u00ed zadat dobr\u00fd \u00fakol, rozpoznat chybu, doplnit kontext a ud\u011blat spr\u00e1vn\u00e9 rozhodnut\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u201eInternetov\u00fd moment\u201c AI: bude\u0161 ji pou\u017e\u00edvat, ani\u017e si toho v\u0161imne\u0161<\/h2>\n\n\n\n<p>Stejn\u011b jako se internet stal sou\u010d\u00e1st\u00ed v\u0161eho, AI se u\u017e te\u010f potichu st\u00e1v\u00e1 sou\u010d\u00e1st\u00ed:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>kancel\u00e1\u0159sk\u00fdch bal\u00edk\u016f, vyhled\u00e1va\u010d\u016f,<\/li>\n\n\n\n<li>z\u00e1kaznick\u00e9 podpory, intern\u00edch syst\u00e9m\u016f,<\/li>\n\n\n\n<li>n\u00e1stroj\u016f pro psan\u00ed, kontrolu a p\u0159eklad.<\/li>\n<\/ul>\n\n\n\n<p>Mnoho lid\u00ed si bude myslet, \u017ee \u201eAI nepou\u017e\u00edv\u00e1\u201c. Jen\u017ee budou pou\u017e\u00edvat slu\u017eby, kter\u00e9 ji maj\u00ed uvnit\u0159 \u2013 podobn\u011b jako dnes \u201enepou\u017e\u00edv\u00e1me internet\u201c, kdy\u017e plat\u00edme kartou nebo vypl\u0148ujeme formul\u00e1\u0159.<\/p>\n\n\n\n<p>Ot\u00e1zka tedy nen\u00ed zda. Ot\u00e1zka je: Bude\u0161 ji pou\u017e\u00edvat denn\u011b, v\u011bdom\u011b, bezpe\u010dn\u011b a ve sv\u016fj prosp\u011bch \u2013 nebo n\u00e1hodn\u011b a riskantn\u011b?<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Praktick\u00fd start bez magie: 7 dn\u00ed, 3 \u00fakoly<\/h2>\n\n\n\n<p>Pokud chce\u0161 AI vyzkou\u0161et racion\u00e1ln\u011b, ne ideologicky, dej tomu mini-pilot a ka\u017ed\u00fd den j\u00ed v\u011bnuj 10 minut:<\/p>\n\n\n\n<p>1. Vezmi e-mail\/dopis, kter\u00fd bys stejn\u011b psal \u2192 nech AI ud\u011blat n\u00e1vrh a zkra\u0165 ho o 30 %.<\/p>\n\n\n\n<p>2. Vezmi del\u0161\u00ed text (podklady, z\u00e1pis, metodiku) \u2192 nech AI ud\u011blat shrnut\u00ed \u201ena 10 \u0159\u00e1dk\u016f + 5 bod\u016f k rozhodnut\u00ed\u201c.<\/p>\n\n\n\n<p>3. Vezmi nejasn\u00fd text pro ve\u0159ejnost \u2192 nech AI p\u0159epsat do srozumiteln\u00e9 \u010de\u0161tiny a zkontroluj v\u00fdznam.<\/p>\n\n\n\n<p>Z\u00e1sada: nic nekop\u00edrovat bez kontroly. AI je \u201eprvn\u00ed n\u00e1vrh\u201c, ne podpis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Z\u00e1v\u011br: B\u00fdt inteligentn\u00ed je p\u0159esn\u011b d\u016fvod pro\u010d AI pou\u017e\u00edvat<\/h2>\n\n\n\n<p>Inteligence nen\u00ed jen schopnost n\u011bco zvl\u00e1dnout. Inteligence je i schopnost:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>vybrat si spr\u00e1vn\u00fd n\u00e1stroj,<\/li>\n\n\n\n<li>u\u0161et\u0159it si zbyte\u010dnou d\u0159inu,<\/li>\n\n\n\n<li>sn\u00ed\u017eit chybovost,<\/li>\n\n\n\n<li>soust\u0159edit energii na to, co je opravdu d\u016fle\u017eit\u00e9.<\/li>\n<\/ul>\n\n\n\n<p>Stejn\u011b jako internet kdysi nebyl \u201ezbyte\u010dn\u00e1 hra\u010dka\u201c, ale nov\u00fd standard pr\u00e1ce s informacemi, AI je nov\u00fd standard pr\u00e1ce s textem, strukturou a rutinou.<\/p>\n\n\n\n<p>A \u00fapln\u011b stejn\u011b jako tehdy: kdo ji pochop\u00ed d\u0159\u00edv, nebude \u201echyt\u0159ej\u0161\u00ed\u201c. Bude jen rychlej\u0161\u00ed, klidn\u011bj\u0161\u00ed a m\u00e9n\u011b utahan\u00fd z administrativy.<\/p>\n\n\n\n<p>Radim Martynek, lektor semin\u00e1\u0159e Sou\u010dasn\u00e1 legislativa a jej\u00ed dopad na \u00fapravu dokument\u016f \u2013 etiketa a normy v p\u00edsemn\u00e9m styku<\/p>\n\n\n\n<p>Zpracov\u00e1no s&nbsp;pomoc\u00ed AI (logicky)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tuhle v\u011btu sl\u00fdch\u00e1m mezi klienty \u010dasto. A boj\u00edm se, \u017ee tohle by inteligentn\u00ed \u010dlov\u011bk v\u00a0\u017eivot\u011b ne\u0159ekl. Ostatn\u011b na za\u010d\u00e1tku tis\u00edcilet\u00ed mi tot\u00e9\u017e klienti \u0159\u00edkali o internetu \u2013 m\u011bli z\u00a0n\u011bj strach, b\u00e1li se nahrazen\u00ed v\u00a0pr\u00e1ci, necht\u011bli m\u011bnit n\u00e1vyky. Poj\u010fme si ud\u011blat kr\u00e1tk\u00fd v\u00fdlet na za\u010d\u00e1tek tis\u00edcilet\u00ed: D\u00e9j\u00e0 vu: \u201eInternet je zhouba lidstva. J\u00e1 ho nikdy pou\u017e\u00edvat&#8230;<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-2708","post","type-post","status-publish","format-standard","hentry","category-z-prace"],"_links":{"self":[{"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts\/2708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2708"}],"version-history":[{"count":3,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts\/2708\/revisions"}],"predecessor-version":[{"id":2711,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts\/2708\/revisions\/2711"}],"wp:attachment":[{"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}