{"id":2525,"date":"2025-02-16T08:47:40","date_gmt":"2025-02-16T07:47:40","guid":{"rendered":"https:\/\/radim.martynek.cz\/?p=2525"},"modified":"2025-02-26T15:08:16","modified_gmt":"2025-02-26T14:08:16","slug":"proc-se-nebat-umele-inteligence","status":"publish","type":"post","link":"https:\/\/radim.martynek.cz\/?p=2525","title":{"rendered":"Pro\u010d se (ne)b\u00e1t um\u011bl\u00e9 inteligence?"},"content":{"rendered":"\n<p>Myslel jsem si, \u017ee jsem ve sv\u00fdch <s>39<\/s>&#8230; ehm &#8230; 47 letech vid\u011bl snad u\u017e v\u0161e, dokud jsem neza\u017eil prvn\u00ed b\u011bh na\u0161eho semin\u00e1\u0159e <strong>Um\u011bl\u00e1 inteligence (nejen) ve ve\u0159ejn\u00e9 spr\u00e1v\u011b. <\/strong>Lektor n\u00e1m z YouTube pustil video vytvo\u0159en\u00e9 v roce 2023 um\u011blou inteligenc\u00ed (AI), v\u00a0n\u011bm\u017e Will Smith poj\u00edd\u00e1 \u0161pagety. Na prvn\u00ed pohled je z\u0159ejm\u00e9, \u017ee to nen\u00ed realita. Video je primitivn\u00ed, s prvky animace, Will vypad\u00e1 jako postavi\u010dka ze Sezamovy ulice. Cca ve 40. sekund\u011b m\u016f\u017eete vid\u011bt stejn\u00e9ho herce poj\u00eddaj\u00edc\u00edho \u0161pagety, ale kvalita um\u011ble vytvo\u0159en\u00e9ho videa je milionkr\u00e1t lep\u0161\u00ed. Za kr\u00e1tkou dobu se tak AI posunula k\u00a0naprosto realistick\u00fdm v\u00fdtvor\u016fm.<\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Will Smith poj\u00eddaj\u00edc\u00ed \u0161pagety \u2013 AI video \u2013 srovn\u00e1n\u00ed 2023 vs. 2025\" width=\"1099\" height=\"824\" src=\"https:\/\/www.youtube.com\/embed\/ZNp1VbfS5SQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\"><sup>Srovn\u00e1n\u00ed primitivn\u00edho videa vytvo\u0159en\u00e9ho um\u011blou inteligenc\u00ed v roce 2023 s realistick\u00fdm videem vytvo\u0159en\u00fdm AI v roce 2025<\/sup><\/figcaption><\/figure>\n\n\n\n<p>Ostra\u017eitost je tak nam\u00edst\u011b. Dnes u\u017e m\u016f\u017eeme natrefit na videa, v nich\u017e V\u00e1s bude premi\u00e9r republiky nebo guvern\u00e9r \u010cNB vyz\u00fdvat, abyste vybrali v\u0161echny pen\u00edze z&nbsp;\u00fa\u010dt\u016f a str\u010dili je do bitcoinmatu. P\u0159itom V\u00e1s v\u016fbec nenapadne, \u017ee jde o <a href=\"https:\/\/cs.wikipedia.org\/wiki\/Deepfake\" target=\"_blank\" rel=\"noreferrer noopener\">deep fake video<\/a>, kter\u00fdmi se to v posledn\u00ed dob\u011b <a href=\"https:\/\/www.novinky.cz\/clanek\/internet-a-pc-bezpecnost-podvodnici-obrali-zenu-o-pul-milionu-pomoci-deepfake-videi-40502848\" target=\"_blank\" rel=\"noreferrer noopener\">hodn\u011b hem\u017e\u00ed<\/a>.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>Ostra\u017eit\u00ed mus\u00ed b\u00fdt nejen senio\u0159i, ale naprosto ka\u017ed\u00fd. <br>Jen vzd\u011bl\u00e1v\u00e1n\u00edm se v oboru snadn\u011bji odhal\u00edme p\u0159\u00edpadn\u00fd podvod.<\/strong><\/p>\n\n\n\n<p>AI m\u016f\u017ee b\u00fdt ale tak\u00e9 dokonal\u00fdm pomocn\u00edkem. Kdy\u017e se zept\u00e1te <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Chatu GPT<\/a>, kdo byl Jan Hus, odpov\u011b\u010f je:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-center\"><em>Jan Hus (asi 1370\u20131415) byl \u010desk\u00fd kn\u011bz, filozof, reform\u00e1tor a kazatel, kter\u00fd usiloval o reformu katolick\u00e9 c\u00edrkve. Kritizoval jej\u00ed zka\u017eenost, zejm\u00e9na prodej odpustk\u016f a mor\u00e1ln\u00ed \u00fapadek duchovenstva. Inspiroval se u\u010den\u00edm anglick\u00e9ho reform\u00e1tora Johna Wycliffa.<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\"><em>V roce 1415 byl kv\u016fli sv\u00fdm n\u00e1zor\u016fm odsouzen na kostnick\u00e9m koncilu jako kac\u00ed\u0159 a up\u00e1len na hranici. Jeho smrt vedla k husitsk\u00fdm v\u00e1lk\u00e1m (1419\u20131436), kter\u00e9 z\u00e1sadn\u011b ovlivnily \u010desk\u00e9 d\u011bjiny. Dnes je Hus vn\u00edm\u00e1n jako symbol pravdy, sv\u011bdom\u00ed a boje proti nespravedlnosti. Jeho sv\u00e1tek se slav\u00ed 6. \u010dervence.<\/em><\/p>\n<\/blockquote>\n\n\n\n<p><strong>P\u0159ipad\u00e1 V\u00e1m to moc slo\u017eit\u00e9? <\/strong>Po\u017e\u00e1dejte slovy \u201enapi\u0161 mi to jako 6let\u00e9mu\u201c o \u00fapravu a v\u00fdsledek je znateln\u00fd:<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center\"><em>Jan Hus byl hodn\u00fd p\u00e1n, kter\u00fd \u017eil d\u00e1vno, p\u0159ed v\u00edce ne\u017e 600 lety. Byl to kn\u011bz a u\u010ditel, kter\u00fd cht\u011bl, aby lid\u00e9 v kostele mluvili \u010desky, aby jim v\u0161ichni rozum\u011bli. Tak\u00e9 \u0159\u00edkal, \u017ee by se kn\u011b\u017e\u00ed m\u011bli chovat spr\u00e1vn\u011b a nem\u011bli by myslet jen na pen\u00edze.<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\"><em>To se ale mocn\u00fdm lidem nel\u00edbilo, a tak ho pozvali na velkou sch\u016fzku do m\u011bsta Kostnice. Tam ho ale m\u00edsto poslouch\u00e1n\u00ed dali do v\u011bzen\u00ed a nakonec ho up\u00e1lili. I kdy\u017e to bylo smutn\u00e9, jeho my\u0161lenky \u017eily d\u00e1l a hodn\u011b lid\u00ed ho za\u010dalo n\u00e1sledovat. Proto ho dnes uct\u00edv\u00e1me jako state\u010dn\u00e9ho \u010dlov\u011bka, kter\u00fd bojoval za pravdu. Jeho sv\u00e1tek slav\u00edme 6. \u010dervence.<\/em><\/p>\n<\/div><\/div>\n\n\n\n<p>A pokud V\u00e1m u\u017e d\u00e1vno nen\u00ed 6 let, po\u017e\u00e1dejte ho, aby V\u00e1m to napsal jako 60let\u00e9mu. Je mo\u017en\u00e9, \u017ee to nap\u00ed\u0161e v\u00fdrazn\u011b v\u011bt\u0161\u00edm fontem :-)<\/p>\n\n\n\n<p>Obrovsk\u00fdm p\u0159\u00ednosem je d\u011bl\u00e1n\u00ed <strong>re\u0161er\u0161\u00ed z judik\u00e1t\u016f. <\/strong>Sta\u010d\u00ed na <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT<\/a> kliknout na ikonu sponky, nahr\u00e1t PDF dokument sta\u017een\u00fd do po\u010d\u00edta\u010de (nap\u0159. <a href=\"https:\/\/www.nssoud.cz\/stazeni-dokumentu?filepath=EVIDENCNI_LIST\/2012\/anon_9_Af_53_2012_20150811084000_prevedeno.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">z webu soudu<\/a>), po\u017e\u00e1dat <strong>ud\u011blej re\u0161er\u0161i z p\u0159ilo\u017een\u00e9ho rozsudku<\/strong> a AI V\u00e1m z n\u011bj ud\u011bl\u00e1 v\u00fdtah. I zde plat\u00ed, \u017ee 2 pr\u00e1vn\u00edci maj\u00ed 4 n\u00e1zory, proto i re\u0161er\u0161e judik\u00e1tu m\u016f\u017ee vyzn\u00edt jinak ne\u017e judik\u00e1t samotn\u00fd, proto nelze zcela spol\u00e9hat na v\u00fdsledek, ale pro obecn\u00fd p\u0159ehled je v\u00fdtah posta\u010duj\u00edc\u00ed (z 32 stran tak m\u00e1te n\u011bkolik m\u00e1lo odstavc\u016f).<\/p>\n\n\n\n<p>Dal\u0161\u00ed kuriozitou, kterou jsme se na semin\u00e1\u0159i nau\u010dili, bylo generov\u00e1n\u00ed p\u00edsni\u010dek. Na port\u00e1lu zad\u00e1te sv\u00e9 po\u017eadavky, nap\u0159. <strong>romantick\u00e1 p\u00edsni\u010dka o \u0161ikovn\u00fdch \u00fa\u0159ednic\u00edch na M\u011bstsk\u00e9m \u00fa\u0159ad\u011b Mohelnice,<\/strong> a AI p\u00edsni\u010dku vygeneruje v\u010detn\u011b nazp\u00edv\u00e1n\u00ed:<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center\">R\u00e1no vst\u00e1v\u00e1m, venku mlha,<br>\u010dek\u00e1 m\u011b zas \u00fa\u0159edn\u00ed puha.<br>Mohelnick\u00fd \u00fa\u0159ad sv\u00edt\u00ed,<br>v\u0161ichni tam jdou, v\u0161ichni se t\u0159pyt\u00ed.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>Refr\u00e9n<\/strong><br>\ud83c\udfb5 Pap\u00edry, raz\u00edtka, v\u0161echno se vle\u010de,<br>\u010dek\u00e1m tu hodinu, zas mi nic ne\u0159ekne.<br>Fronta se h\u00fdbe, ale jen kousek,<br>\u00fa\u0159edn\u00edk zmizel na druhej chleb\u00ed\u010dek. \ud83c\udfb5<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>2. sloka<\/strong><br>S formul\u00e1\u0159em v ruce kr\u00e1\u010d\u00edm,<br>ok\u00fdnko dv\u011b, ale furt se mra\u010d\u00edm.<br>&#8222;Chyb\u00ed v\u00e1m raz\u00edtko,&#8220; pan\u00ed mi \u0159\u00edk\u00e1,<br>a m\u011b u\u017e chyt\u00e1 \u00fa\u0159edn\u00ed panika.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>Refr\u00e9n<\/strong><br>\ud83c\udfb5 Pap\u00edry, raz\u00edtka, v\u0161echno se vle\u010de,<br>\u010dek\u00e1m tu hodinu, zas mi nic ne\u0159ekne.<br>Fronta se h\u00fdbe, ale jen kousek,<br>\u00fa\u0159edn\u00edk zmizel na druhej chleb\u00ed\u010dek. \ud83c\udfb5<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>3. sloka<\/strong><br>Po t\u0159ech kolech a \u010dty\u0159ech podpisech,<br>sed\u00edm u okna, kde slunce mi sp\u00edchne dech.<br>A pak se ozve ta slavn\u00e1 v\u011bta:<br>&#8222;Vra\u0165te se z\u00edtra\u2026 a rad\u0161i ve st\u0159edu, ne v p\u00e1tek!&#8220;<\/p>\n\n\n\n<p class=\"has-text-align-center\">A jak to zn\u00ed i se zp\u011bvem, to si poslechn\u011bte zde: <br><a href=\"http:\/\/download.akademie-vzdelavani.cz\/mohelnice.mp3\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/download.akademie-vzdelavani.cz\/mohelnice.mp3<\/a>.<\/p>\n<\/div><\/div>\n\n\n\n<p>Samoz\u0159ejm\u011b m\u016f\u017eete ve vygenerovan\u00e9m textu upravovat slova nebo si vygenerovat p\u00edsni\u010dku novou. O generov\u00e1n\u00ed prezentac\u00ed, vide\u00ed, obr\u00e1zk\u016f, \u2026, ani nemluv\u011b. AI za p\u00e1r sekund ud\u011bl\u00e1 z fotky video:<\/p>\n\n\n\n<figure class=\"wp-block-video aligncenter\"><video height=\"1120\" style=\"aspect-ratio: 832 \/ 1120;\" width=\"832\" controls loop src=\"https:\/\/radim.martynek.cz\/wp-content\/uploads\/Eye-pop_it_seed2406735510.mp4\"><\/video><figcaption class=\"wp-element-caption\">Pus\u0165te si m\u011b :-)<\/figcaption><\/figure>\n\n\n\n<p>Vypad\u00e1 to d\u011bsiv\u011b? To kdysi ohe\u0148 taky\u2026 Nemus\u00edme se b\u00e1t AI, proto\u017ee je to jen n\u00e1stroj vytvo\u0159en\u00fd lidmi, kter\u00fd slou\u017e\u00ed k usnadn\u011bn\u00ed na\u0161eho \u017eivota. <strong>Stejn\u011b jako ohe\u0148 nebo elekt\u0159ina, i um\u011bl\u00e1 inteligence je tak dobr\u00e1 nebo \u0161patn\u00e1, jak ji vyu\u017eijeme. <\/strong>Jej\u00ed v\u00fdvoj je \u0159\u00edzen etick\u00fdmi pravidly a regulacemi, kter\u00e9 maj\u00ed zabr\u00e1nit jej\u00edmu zneu\u017eit\u00ed. <\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>Jen jej\u00edm pozn\u00e1v\u00e1n\u00edm, vzd\u011bl\u00e1v\u00e1n\u00edm se a obez\u0159etnost\u00ed z n\u00ed vym\u00e1\u010dkneme maximum.<\/strong><\/p>\n\n\n\n<p>Nav\u00edc AI sama o sob\u011b nem\u00e1 v\u011bdom\u00ed ani vlastn\u00ed v\u016fli \u2013 jedn\u00e1 pouze na z\u00e1klad\u011b dat a algoritm\u016f, kter\u00e9 j\u00ed nastav\u00edme. Kl\u00ed\u010dem k bezpe\u010dn\u00e9mu sou\u017eit\u00ed s AI je odpov\u011bdn\u00e9 vyu\u017e\u00edv\u00e1n\u00ed a neust\u00e1l\u00e1 kontrola jej\u00edho v\u00fdvoje.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><em>Objednejte si i Vy semin\u00e1\u0159 \u2013 p\u0159ijedeme kamkoli. <br>Pi\u0161te na <a href=\"mailto:info@akademie-vzdelavani.cz\">info@akademie-vzdelavani.cz<\/a> a klidn\u011b navrhn\u011bte i n\u011bkolik term\u00edn\u016f, kdy se V\u00e1m semin\u00e1\u0159 hod\u00ed.<\/em><\/p>\n\n\n\n<p>P. S. Dne 02.02.2025 vstoupila v platnost <strong>povinnost pro zam\u011bstnavatele <\/strong>vypl\u00fdvaj\u00edc\u00ed z tzv. <a href=\"https:\/\/eur-lex.europa.eu\/legal-content\/CS\/TXT\/?uri=CELEX:32024R1689\" target=\"_blank\" rel=\"noreferrer noopener\">aktu o um\u011bl\u00e9 inteligenci<\/a>, a to <strong>zajistit gramotnost v oblasti um\u011bl\u00e9 inteligence<\/strong> pro v\u0161echny sv\u00e9 zam\u011bstnance. Povinnost pro\u0161kolen\u00ed se vztahuje na v\u0161echny pr\u00e1vnick\u00e9 a fyzick\u00e9 osoby, kter\u00e9 maj\u00ed zam\u011bstnance a p\u0159i sv\u00e9 \u010dinnosti vyu\u017e\u00edvaj\u00ed syst\u00e9my AI, p\u0159i\u010dem\u017e vyu\u017eit\u00edm AI se rozum\u00ed tak\u00e9<strong> pr\u00e1ce s modulem ChatGPT, <\/strong>nap\u0159. p\u0159i vyhled\u00e1v\u00e1n\u00ed v z\u00e1konech a judik\u00e1tech.<\/p>\n\n\n\n<p>P. P. S. Dorazila velmi zaj\u00edmav\u00e1 ot\u00e1zka z Kr\u00e1lov\u00e9hradeck\u00e9ho kraje \u2013 takov\u00e1 klasick\u00e1 <em>pac\u00e1kovina:<\/em> Jak\u00e1 je prov\u00e1zanost AI a spr\u00e1vn\u00edho \u0159\u00e1du?<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center\"><strong>Prov\u00e1zanost um\u011bl\u00e9 inteligence se&nbsp;spr\u00e1vn\u00edm \u0159\u00e1dem<\/strong><\/p>\n\n\n\n<p>Prov\u00e1zanost um\u011bl\u00e9 inteligence (AI) se&nbsp;spr\u00e1vn\u00edm \u0159\u00e1dem<strong> <\/strong>(z\u00e1kon \u010d. 500\/2004 Sb.)&nbsp;se t\u00fdk\u00e1 n\u011bkolika kl\u00ed\u010dov\u00fdch oblast\u00ed, zejm\u00e9na v souvislosti s automatizovan\u00fdm rozhodov\u00e1n\u00edm, spr\u00e1vn\u00edm \u0159\u00edzen\u00edm a ochranou pr\u00e1v \u00fa\u010dastn\u00edk\u016f \u0159\u00edzen\u00ed. N\u00ed\u017ee jsou uvedeny hlavn\u00ed aspekty:<\/p>\n\n\n\n<p><strong>1.&nbsp;Automatizovan\u00e9 rozhodov\u00e1n\u00ed a spr\u00e1vn\u00ed \u0159\u00edzen\u00ed<\/strong><br>\u2022<strong>\u00a7 9 spr\u00e1vn\u00edho \u0159\u00e1du<\/strong>&nbsp;stanov\u00ed z\u00e1sadu rozhodov\u00e1n\u00ed spr\u00e1vn\u00edho org\u00e1nu na z\u00e1klad\u011b spolehliv\u011b zji\u0161t\u011bn\u00e9ho stavu v\u011bci. Pou\u017eit\u00ed AI by tedy muselo zaru\u010dit objektivitu a p\u0159ezkoumatelnost rozhodnut\u00ed.<br>\u2022<strong>\u00a7 68 odst. 3<\/strong>&nbsp;ukl\u00e1d\u00e1 povinnost od\u016fvodnit rozhodnut\u00ed. Pokud by bylo rozhodnut\u00ed vyd\u00e1no AI, mus\u00ed b\u00fdt jasn\u00e9, jak\u00fdm zp\u016fsobem dosp\u011bla k z\u00e1v\u011bru.<\/p>\n\n\n\n<p><strong>2.&nbsp;Ochrana pr\u00e1v \u00fa\u010dastn\u00edk\u016f \u0159\u00edzen\u00ed<\/strong><br>\u2022<strong>Pr\u00e1vo na spravedliv\u00fd proces<\/strong>: \u00da\u010dastn\u00edci maj\u00ed pr\u00e1vo na p\u0159ezkum rozhodnut\u00ed. Pokud by AI rozhodovala automatizovan\u011b, musela by existovat mo\u017enost lidsk\u00e9ho p\u0159ehodnocen\u00ed (\u00a7 94 \u2013 odvol\u00e1n\u00ed, \u00a7 100 \u2013 p\u0159ezkumn\u00e9 \u0159\u00edzen\u00ed).<br>\u2022<strong>Pr\u00e1vo na nahl\u00ed\u017een\u00ed do spisu (\u00a7 38)<\/strong>: AI mus\u00ed umo\u017enit transparentn\u00ed p\u0159\u00edstup k podklad\u016fm rozhodnut\u00ed.<\/p>\n\n\n\n<p><strong>3.&nbsp;Pou\u017eit\u00ed AI p\u0159i spr\u00e1vn\u00edm uv\u00e1\u017een\u00ed<\/strong><br>\u2022Spr\u00e1vn\u00ed org\u00e1ny \u010dasto vyu\u017e\u00edvaj\u00ed&nbsp;<strong>spr\u00e1vn\u00ed uv\u00e1\u017een\u00ed<\/strong>&nbsp;(\u00a7 2 odst. 4), co\u017e znamen\u00e1, \u017ee rozhodnut\u00ed nelze pln\u011b automatizovat bez zachov\u00e1n\u00ed lidsk\u00e9ho faktoru.<\/p>\n\n\n\n<p><strong>4.&nbsp;Soulad s legislativou ochrany osobn\u00edch \u00fadaj\u016f<\/strong><br>\u2022Pou\u017eit\u00ed AI v \u0159\u00edzen\u00ed mus\u00ed b\u00fdt v souladu s&nbsp;<strong>GDPR<\/strong>&nbsp;a z\u00e1konem \u010d. 110\/2019 Sb., o zpracov\u00e1n\u00ed osobn\u00edch \u00fadaj\u016f. Automatizovan\u00e9 rozhodov\u00e1n\u00ed by nem\u011blo nep\u0159im\u011b\u0159en\u011b zasahovat do pr\u00e1v jednotlivc\u016f (\u010dl. 22 GDPR).<\/p>\n\n\n\n<p><strong>5.&nbsp;Budoucnost AI ve spr\u00e1vn\u00edm \u0159\u00edzen\u00ed<\/strong><br>\u2022Evropsk\u00e1 legislativa (nap\u0159.&nbsp;AI Act) klade d\u016fraz na regulaci vyu\u017eit\u00ed AI ve ve\u0159ejn\u00e9 spr\u00e1v\u011b.<br>\u2022Mo\u017en\u00e9 oblasti nasazen\u00ed AI ve spr\u00e1vn\u00edm \u0159\u00edzen\u00ed: vy\u0159izov\u00e1n\u00ed rutinn\u00edch \u00fakon\u016f, n\u00e1vrhy rozhodnut\u00ed pod dohledem \u010dlov\u011bka, chatboty pro komunikaci s ob\u010dany.<\/p>\n\n\n\n<p><strong>Shrnut\u00ed<\/strong>: AI m\u016f\u017ee b\u00fdt u\u017eite\u010dn\u00fdm n\u00e1strojem pro zv\u00fd\u0161en\u00ed efektivity spr\u00e1vn\u00edch proces\u016f, ale&nbsp;<strong>nem\u016f\u017ee pln\u011b nahradit lidsk\u00fd faktor<\/strong>&nbsp;tam, kde je pot\u0159eba individu\u00e1ln\u00ed posouzen\u00ed nebo uv\u00e1\u017een\u00ed. Jak\u00e9koli automatizovan\u00e9 rozhodov\u00e1n\u00ed mus\u00ed b\u00fdt&nbsp;<strong>transparentn\u00ed, p\u0159ezkoumateln\u00e9 a v souladu s principy spr\u00e1vn\u00edho \u0159\u00edzen\u00ed<\/strong>, zejm\u00e9na se z\u00e1sadou pr\u00e1vn\u00ed jistoty a ochrany pr\u00e1v \u00fa\u010dastn\u00edk\u016f.<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Myslel jsem si, \u017ee jsem ve sv\u00fdch 39&#8230; ehm &#8230; 47 letech vid\u011bl snad u\u017e v\u0161e, dokud jsem neza\u017eil prvn\u00ed b\u011bh na\u0161eho semin\u00e1\u0159e Um\u011bl\u00e1 inteligence (nejen) ve ve\u0159ejn\u00e9 spr\u00e1v\u011b. Lektor n\u00e1m z YouTube pustil video vytvo\u0159en\u00e9 v roce 2023 um\u011blou inteligenc\u00ed (AI), v\u00a0n\u011bm\u017e Will Smith poj\u00edd\u00e1 \u0161pagety. Na prvn\u00ed pohled je z\u0159ejm\u00e9, \u017ee to nen\u00ed&#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-2525","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\/2525","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=2525"}],"version-history":[{"count":41,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts\/2525\/revisions"}],"predecessor-version":[{"id":2574,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=\/wp\/v2\/posts\/2525\/revisions\/2574"}],"wp:attachment":[{"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/radim.martynek.cz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}