{"id":188847,"date":"2026-08-23T10:06:10","date_gmt":"2026-08-23T10:06:10","guid":{"rendered":"https:\/\/www.europesays.com\/cz\/188847\/"},"modified":"2026-08-23T10:06:10","modified_gmt":"2026-08-23T10:06:10","slug":"ai-expert-romportl-do-tri-let-prijdou-velke-otresy-na-trhu-prace","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/cz\/188847\/","title":{"rendered":"AI expert Romportl: Do t\u0159\u00ed let p\u0159ijdou velk\u00e9 ot\u0159esy na trhu pr\u00e1ce"},"content":{"rendered":"<p>\u017d\u00e1dn\u00e9 zpomalen\u00ed ani korekce. V\u00fdvoj um\u011bl\u00e9 inteligence m\u00e1 minim\u00e1ln\u011b v\u00a0nadch\u00e1zej\u00edc\u00edch letech d\u00e1l zrychlovat, mysl\u00ed si odborn\u00edk na um\u011blou inteligenci Jan Romportl. AI konzultant p\u0159itom nen\u00ed jen teoretikem. V\u00a0minulosti zalo\u017eil a\u00a0vedl Centrum um\u011bl\u00e9 inteligence v\u00a0PPF a\u00a0O2 Czech Republic a\u00a0dnes je \u0161\u00e9fem startupu Elin.ai, kter\u00fd pom\u00e1h\u00e1 zvl\u00e1dat psychick\u00fd tlak, \u00fazkosti nebo p\u0159et\u00ed\u017een\u00ed ze soci\u00e1ln\u00edch s\u00edt\u00ed, a tak\u00e9 p\u016fsob\u00ed jako Deep Tech Partner ve spole\u010dnosti Presto Ventures.<\/p>\n<p>\u201eB\u011bhem p\u0159\u00ed\u0161t\u00edho roku nebo dvou bude um\u011bl\u00e1 inteligence tak\u0159ka bezchybn\u00fdm a\u00a0mo\u017en\u00e1 geni\u00e1ln\u00edm program\u00e1torem a\u00a0bude schopn\u00e1 napsat jak\u00fdkoliv k\u00f3d, kter\u00fd kdy napsal \u010dlov\u011bk,\u201c v\u011b\u0159\u00ed Romportl.<\/p>\n<p>Na konci lo\u0148sk\u00e9ho roku jste uvedl, \u017ee v\u00fdvoj AI zrychluje. Potvrzuje se dnes tato predikce?<\/p>\n<p>Potvrzuje. Vlastn\u011b jde v\u0161e a\u017e mraziv\u011b podle pl\u00e1nu a\u00a0m\u00e1lokdo si uv\u011bdomuje, co v\u0161echno to znamen\u00e1. Pro posuzov\u00e1n\u00ed rychlosti v\u00fdvoje AI u\u017e dlouho sleduji METR report (Model Evaluation and Threat Research, pozn\u00e1mka redaktora), kter\u00fd m\u011b\u0159\u00ed, jak dlouh\u00e9 \u00fakoly jazykov\u00fd model zvl\u00e1dne samostatn\u011b vykonat, ne\u017e se rozpadne. Existuje hypot\u00e9za, \u017ee se ka\u017ed\u00fd p\u016flrok tento \u010das zdvojn\u00e1sob\u00ed. To by znamenalo n\u011bco jako Moor\u016fv z\u00e1kon, akor\u00e1t \u017ee \u010das pot\u0159ebn\u00fd na ka\u017ed\u00e9 dal\u0161\u00ed zdvojn\u00e1soben\u00ed se nav\u00edc je\u0161t\u011b zkracuje, tak\u017ee pro to pou\u017e\u00edv\u00e1m pracovn\u00ed n\u00e1zev superexponenci\u00e1la.<\/p>\n<p>Z\u00e1kon zat\u00edm funguje jako hodinky. V\u00a0b\u0159eznu model od spole\u010dnosti Anthropic zvl\u00e1dl osmihodinovou \u00falohu. Po m\u011bs\u00edci se za\u010daly objevovat informace o\u00a0nov\u00e9m modelu Mythos, kter\u00fd toto \u010d\u00edslo dok\u00e1zal zdvojn\u00e1sobit. Tam jsme i\u00a0dnes, tak\u017ee do konce roku \u010dek\u00e1m dal\u0161\u00ed zdvojn\u00e1soben\u00ed.\u00a0<\/p>\n<p>P\u0159ekvapil v\u00e1s od za\u010d\u00e1tku roku v\u00a0t\u00e9to oblasti n\u011bjak\u00fd nov\u00fd objev?<\/p>\n<p>Mus\u00edm \u0159\u00edci \u017ee ani ne. Nejv\u00edce m\u011b p\u0159ekvapuje p\u0159\u00edstup n\u011bkter\u00fdch odborn\u00edk\u016f v\u00a0oblasti kyberbezpe\u010dnosti. \u0158ada z\u00a0nich p\u016fsob\u00ed ve velk\u00fdch IT korporac\u00edch a\u00a0p\u0159ed t\u0159emi lety \u0159\u00edkala, \u017ee nev\u011b\u0159\u00ed na rychl\u00fd rozvoj AI a\u00a0jej\u00ed schopnost autonomn\u011b prov\u00e1d\u011bt rozs\u00e1hl\u00e9 kyber\u00fatoky. Dnes maj\u00ed s\u00a0nejnov\u011bj\u0161\u00edmi modely velk\u00e9 probl\u00e9my.<\/p>\n<p>Zm\u00ednil jste slovo superexponenci\u00e1la. \u0160\u00e9f OpenAI Sam Altman nap\u0159\u00edklad ned\u00e1vno \u0159ekl, \u017ee u\u017e \u017eijeme v\u00a0singularit\u011b. Jak\u00fd je v\u00a0tom rozd\u00edl?<\/p>\n<p>Osobn\u011b bych navrhoval slovo singularita zahodit. Je tak zprofanovan\u00e9, \u017ee n\u00e1m vlastn\u011b nic ne\u0159ekne. Kdy\u017e jsem se kolem roku 2010 pohyboval v\u00a0akademick\u00e9m prost\u0159ed\u00ed kolem britsk\u00e9ho Oxfordu, singularita se tam vyt\u00e1hla z\u00a0archiv\u016f jako sexy ozna\u010den\u00ed pro velk\u00e9 v\u011bdeck\u00e9 ta\u017een\u00ed. Mezit\u00edm u\u017e se ale term\u00edn tak zneu\u017eil, \u017ee nikdo moc nev\u00ed, co znamen\u00e1.\u00a0<\/p>\n<p>Superexponenci\u00e1la je aspo\u0148 kvantifikovateln\u00e1. Jde o\u00a0exponenci\u00e1ln\u00ed r\u016fst, kter\u00fd roste exponenci\u00e1ln\u011b. T\u011b\u017eko si to p\u0159edstavit, ale jde o\u00a0exponenci\u00e1lu nad exponenci\u00e1lou. Souhlas\u00edm, \u017ee op\u011bt jde o\u00a0zjednodu\u0161en\u00ed a\u00a0nem\u00e1me dostatek dat na ov\u011b\u0159en\u00ed, ale z\u00e1kladn\u00edm v\u00fdznamem je, \u017ee tempo r\u016fstu je\u00a0\u2013 alespo\u0148 zat\u00edm\u00a0\u2013 rychlej\u0161\u00ed ne\u017e b\u011b\u017en\u00e1 exponenci\u00e1la.\u00a0<\/p>\n<p><a class=\"article-card__image\" data-ac-image=\"\" href=\"https:\/\/www.e15.cz\/byznys\/technologie-a-media\/prevlekl-se-za-bezdomovce-aby-otestoval-kyberbezpecnost-firmy-expert-popisuje-nejcastejsi-utoky-hackeru-1434978\" title=\"P\u0159evl\u00e9kl se za bezdomovce, aby otestoval kyberbezpe\u010dnost firmy. Expert popisuje nej\u010dast\u011bj\u0161\u00ed \u00fatoky hacker\u016f\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"P\u0159evl\u00e9kl se za bezdomovce, aby otestoval kyberbezpe\u010dnost firmy. Expert popisuje nej\u010dast\u011bj\u0161\u00ed \u00fatoky hacker\u016f\" title=\"P\u0159evl\u00e9kl se za bezdomovce, aby otestoval kyberbezpe\u010dnost firmy. Expert popisuje nej\u010dast\u011bj\u0161\u00ed \u00fatoky hacker\u016f\" class=\"\" data-magazine=\"\" src=\"https:\/\/www.europesays.com\/cz\/wp-content\/uploads\/2026\/08\/1787479570_433_9940489.jpg\" loading=\"lazy\" style=\"aspect-ratio: 328 \/ 184\"\/><\/a><a class=\"article-card__title-link line-limit-3\" data-ac-title=\"\" href=\"https:\/\/www.e15.cz\/byznys\/technologie-a-media\/prevlekl-se-za-bezdomovce-aby-otestoval-kyberbezpecnost-firmy-expert-popisuje-nejcastejsi-utoky-hackeru-1434978\" title=\"P\u0159evl\u00e9kl se za bezdomovce, aby otestoval kyberbezpe\u010dnost firmy. Expert popisuje nej\u010dast\u011bj\u0161\u00ed \u00fatoky hacker\u016f\" rel=\"nofollow noopener\" target=\"_blank\">P\u0159evl\u00e9kl se za bezdomovce, aby otestoval kyberbezpe\u010dnost firmy. Expert popisuje nej\u010dast\u011bj\u0161\u00ed \u00fatoky hacker\u016f<\/a><\/p>\n<p>Kdy\u017e jsem koukal na str\u00e1nky tohoto speci\u00e1ln\u00edho m\u011b\u0159en\u00ed, bylo tam upozorn\u011bn\u00ed, \u017ee m\u011b\u0159en\u00ed pro \u00falohy del\u0161\u00ed ne\u017e 16\u00a0hodin jsou se sou\u010dasnou sadou \u00faloh nespolehliv\u00e1. Znamen\u00e1 to, \u017ee na str\u00e1nk\u00e1ch je posledn\u00ed z\u00e1znam z\u00a0kv\u011btna tohoto roku ohledn\u011b v\u00fdkonnosti zm\u00edn\u011bn\u00e9ho modelu Mythos. Nebylo by tedy lep\u0161\u00ed pou\u017e\u00edvat u\u017e jin\u00e9 m\u011b\u0159en\u00ed?<\/p>\n<p>Souhlas. Ale podle m\u011b je to t\u00edm, \u017ee jsme se dostali do stavu, kdy u\u017e to jednodu\u0161e m\u011b\u0159it nelze. Jak efektivn\u011b m\u011b\u0159it schopnost modelu vy\u0159e\u0161it \u00falohu, kter\u00e1 by \u010dlov\u011bku trvala m\u011bs\u00edc? Podle m\u011b jde o\u00a0dal\u0161\u00ed benchmark, kter\u00fd se saturoval. Mus\u00ed se vymyslet jin\u00fd.\u00a0<\/p>\n<p>A je\u0161t\u011b dov\u011btek: J\u00e1 netrv\u00e1m na tom, \u017ee jde o superexponenci\u00e1lu, pro m\u011b za m\u011b tomu \u0159\u00edkejme klidn\u011b exponenci\u00e1la. V\u00a0tomto kontextu ten pojem pro m\u011b znamen\u00e1 p\u0159edev\u0161\u00edm to, \u017ee b\u011bhem p\u0159\u00ed\u0161t\u00edho roku nebo dvou bude um\u011bl\u00e1 inteligence tak\u0159ka bezchybn\u00fdm a\u00a0mo\u017en\u00e1 geni\u00e1ln\u00edm program\u00e1torem a\u00a0bude schopn\u00e1 napsat jak\u00fdkoliv k\u00f3d, kter\u00fd kdy napsal \u010dlov\u011bk. U\u00a0t\u00e9 singularity je probl\u00e9m v\u00a0tom, \u017ee p\u016fsob\u00ed nekone\u010dn\u011b. Jako by najednou m\u011bla p\u0159estat existovat hmota.<\/p>\n<p>Ch\u00e1pu spr\u00e1vn\u011b, \u017ee v\u011b\u0159\u00edte dal\u0161\u00edmu zrychlen\u00ed tempa minim\u00e1ln\u011b v\u00a0n\u00e1sleduj\u00edc\u00edch p\u00e1r letech?<\/p>\n<p>Ano. Kdybych mohl, tak si na to vsad\u00edm. Hor\u0161\u00ed je, \u017ee se n\u00e1m to bude \u0161patn\u011b m\u011b\u0159it, a\u00a0to z\u00a0t\u011bch d\u016fvod\u016f, kter\u00e9 jsem pr\u00e1v\u011b popsal. Schopnosti model\u016f ale budou ur\u010dit\u011b vy\u0161\u0161\u00ed. Dok\u00e1\u017eou za n\u00e1s d\u011blat velkou porci \u00faloh autonomn\u011b. Agenti u\u017e nebudou jen v\u00fdsadou softwarov\u00fdch firem, ale b\u011b\u017en\u00e9ho \u010dlov\u011bka.\u00a0<\/p>\n<p>Jak hodnotit schopnost AI<\/p>\n<p>\u010c\u00edm ty schopnosti do budoucna m\u011b\u0159it?<\/p>\n<p>U\u017e dnes se objevuj\u00ed nov\u00e9 p\u0159\u00edstupy, kter\u00e9 podle m\u011b l\u00e9pe odpov\u00eddaj\u00ed sou\u010dasn\u00fdm schopnostem. Star\u0161\u00ed benchmarky typu Terminal-Bench se nahrazuj\u00ed n\u00e1stupci, jako je t\u0159eba Frontier-Bench. Ten zkoum\u00e1, jak model dok\u00e1\u017ee vykon\u00e1vat kancel\u00e1\u0159skou pr\u00e1ci. Je\u0161t\u011b v\u00edce m\u011b te\u010f ale bav\u00ed Remote Labor Index, kter\u00fd posuzuje, jak si vede model u\u00a0kancel\u00e1\u0159sk\u00fdch \u00faloh, kter\u00e9 nab\u00edzej\u00ed freelance\u0159i na internetov\u00fdch platform\u00e1ch.\u00a0<\/p>\n<p>Je to takov\u00fd Uber pro lidi na voln\u00e9 noze. Pro p\u0159edstavu tam lid\u00e9 nab\u00edzej\u00ed nap\u0159\u00edklad copywriting, p\u0159eklady, v\u00fdvoj web\u016f nebo t\u0159eba digit\u00e1ln\u00ed marketing. I v t\u011bchto benchmarc\u00edch je jen za posledn\u00ed m\u011bs\u00edce vid\u011bt ohromn\u00fd skok. Tak\u00e9 to podle m\u011b nazna\u010duje n\u011bjakou ekonomickou smysluplnost. Od lid\u00ed, co zn\u00e1m, v\u00edm, \u017ee p\u0159esn\u011b tento trh freelancer\u016f je ka\u017edou chv\u00edli m\u011bl\u010d\u00ed.<\/p>\n<p>A co benchmark ARC-AGI, kter\u00fd testuje, jak bl\u00edzko maj\u00ed modely k\u00a0obecn\u00e9 um\u011bl\u00e9 inteligenci (AGI)?\u00a0<\/p>\n<p>Tam je zaj\u00edmav\u00e9, \u017ee p\u016fvodn\u00ed benchmark ARC-AGI\u00a01 je u\u017e saturovan\u00fd, kontaminovan\u00fd a\u00a0dnes u\u017e existuje jeho t\u0159et\u00ed verze ARC-AGI\u00a03. Stejn\u011b tak se nahradil t\u0159eba p\u016fvodn\u00ed benchmark SWE-bench, kter\u00fd zkoum\u00e1 schopnosti softwarov\u00e9ho in\u017een\u00fdrstv\u00ed, proto\u017ee k\u00a0laborato\u0159\u00edm unikly spr\u00e1vn\u00e9 v\u00fdsledky.<\/p>\n<p>Osobn\u011b ARC-AGI tolik nesleduji, proto\u017ee mi jejich metodika nep\u0159ijde jako nejvhodn\u011bj\u0161\u00ed. P\u0159esto\u017ee m\u00e1 benchmark ambici sledovat cestu k\u00a0obecn\u00e9 um\u011bl\u00e9 inteligenci, \u00falohy hodn\u011b p\u0159izp\u016fsobuje lidsk\u00e9mu vn\u00edm\u00e1n\u00ed, co\u017e opom\u00edj\u00ed fakt, \u017ee lidsk\u00e1 mysl je dost nedokonal\u00e1 a\u00a0sv\u00e9r\u00e1zn\u00e1.<\/p>\n<p>I \u0159ada \u017eivo\u010dich\u016f m\u00e1 oproti n\u00e1m lep\u0161\u00ed zrak, \u010dich \u010di jin\u00e9 smysly, tak\u017ee t\u011b\u017eko vlastn\u00ed optikou dokazovat skute\u010dn\u00fd stav v\u011bci. Je to zaj\u00edmav\u00fd n\u00e1pad, jak sledovat schopnosti modelu v\u00a0nov\u00e9m prost\u0159ed\u00ed, ale nev\u00edm, do jak\u00e9 m\u00edry re\u00e1ln\u011b m\u011b\u0159\u00ed schopnosti obecn\u00e9 inteligence, nato\u017e schopnosti s\u00a0ekonomick\u00fdm dopadem. U\u00a0ekonomicky smyslupln\u00e9 produktivity se mi daleko v\u00edce l\u00edb\u00ed Frontier-Bench.<\/p>\n<p>Zm\u00ednil jste slovo kontaminace. M\u016f\u017eete ho rozv\u00e9st?<\/p>\n<p>Jde o \u00fanik dat, kter\u00fd pom\u00e1h\u00e1 laborato\u0159\u00edm um\u011ble zlep\u0161ovat v\u00fdsledky v\u00a0testech. Je to b\u011b\u017en\u00e1 v\u011bc a\u00a0moc tomu nelze zabr\u00e1nit. M\u016f\u017ee k\u00a0tomu doj\u00edt i\u00a0omylem, kdy\u017e model n\u00e1hodou najde u\u017eite\u010dn\u00e1 data n\u011bkde, kde to nikdo ne\u010dekal. \u017divotnost benchmarku je proto zhruba jeden rok. I\u00a0proto je \u010d\u00edm d\u00e1l slo\u017eit\u011bj\u0161\u00ed d\u011blat nov\u00e9 a\u00a0nov\u00e9 testy, proto\u017ee je pot\u0159eba, aby ty nejv\u011bt\u0161\u00ed kapacity ve sv\u00e9m oboru vytv\u00e1\u0159ely nov\u00e9, a\u00a0p\u0159itom \u010d\u00edm d\u00e1l slo\u017eit\u011bj\u0161\u00ed ot\u00e1zky.\u00a0<\/p>\n<p>Je to ale jen \u010d\u00e1st probl\u00e9mu. Laborato\u0159e si zlep\u0161uj\u00ed v\u00fdsledky test\u016f i\u00a0t\u00edm, \u017ee sv\u00e9 modely p\u0159ed zve\u0159ejn\u011bn\u00edm kalibruj\u00ed tak, aby v\u00a0benchmarc\u00edch vy\u0161ly co nejl\u00e9pe. Zkr\u00e1tka vyberou tu verzi, kter\u00e1 dos\u00e1hla nejv\u00edc bod\u016f. Je to pochopiteln\u00e9, nut\u00ed je k\u00a0tomu marketing i\u00a0investo\u0159i.\u00a0<\/p>\n<p>U\u017e to ale nen\u00ed takov\u00fd Divok\u00fd z\u00e1pad jako d\u0159\u00edv. Laborato\u0159e jsou opatrn\u011bj\u0161\u00ed od t\u00e9 doby, co se loni sp\u00e1lila Meta. Ta vydala model Llama\u00a04, kter\u00fd v\u00a0benchmarc\u00edch zaz\u00e1\u0159il, ale ve skute\u010dn\u00fdch schopnostech naprosto ztr\u00e1cel. Meta se t\u00edm tot\u00e1ln\u011b znemo\u017enila a\u00a0na rok zmizela ze sc\u00e9ny.\u00a0<\/p>\n<p>Zp\u00e1tky k t\u011bm schopnostem. \u010cek\u00e1 se na n\u011bjak\u00fd m\u011b\u0159iteln\u00fd miln\u00edk nebo pr\u016flom, od n\u011bho\u017e by m\u011bl b\u00fdt pozitivn\u00ed ekonomick\u00fd dopad nejen nepopirateln\u00fd, ale i\u00a0v\u0161udyp\u0159\u00edtomn\u00fd?\u00a0<\/p>\n<p>Nemysl\u00edm si, \u017ee obor vzhl\u00ed\u017e\u00ed k\u00a0n\u011bjak\u00e9mu konkr\u00e9tn\u00edmu algoritmick\u00e9mu pr\u016flomu. Sp\u00ed\u0161 vid\u00edm, \u017ee ten dopad na ekonomiku u\u017e lze vid\u011bt nyn\u00ed a\u00a0bude postupn\u011b s\u00edlit. Bude to n\u00e1b\u011bhov\u00e1 k\u0159ivka. Vra\u0165me se t\u0159eba k\u00a0t\u011bm freelancer\u016fm. Co se stane, kdy\u017e v\u00a0tom benchmarku vyjde, \u017ee AI agenti zvl\u00e1dnou sto procent \u00fakol\u016f, kter\u00e9 jsou nab\u00edzeny na zm\u00edn\u011bn\u00fdch platform\u00e1ch? Jednodu\u0161e si tito pracovn\u00edci budou muset naj\u00edt nebo rozvinout novou dovednost.\u00a0<\/p>\n<p>Od za\u010d\u00e1tku \u0159\u00edk\u00e1m, \u017ee nejv\u011bt\u0161\u00ed hodnota \u010dlov\u011bka je tam, kde pracuje s\u00a0ostatn\u00edmi lidmi. To bude velk\u00fd trend\u00a0\u2013 p\u00e9\u010de o\u00a0ostatn\u00ed. V\u00fdznam poroste i\u00a0u\u00a0manu\u00e1ln\u00ed pr\u00e1ce, jej\u00ed\u017e atraktivitu z\u00a0hlediska v\u00fd\u0161e odm\u011b\u0148ov\u00e1n\u00ed vid\u00edme u\u017e dnes. Brut\u00e1ln\u011b rychl\u00fd v\u00fdvoj sledujeme tak\u00e9 v\u00a0oblasti robotiky. Tam se ale teprve uk\u00e1\u017ee, jak\u00e9 n\u00e1pady se komer\u010dn\u011b prosad\u00ed jako prvn\u00ed.<\/p>\n<p>V t\u00e9to souvislosti je zaj\u00edmav\u00e9, \u017ee se robotick\u00e9 startupy st\u00e1vaj\u00ed pro investory st\u00e1le atraktivn\u011bj\u0161\u00edmi. Venture kapit\u00e1lov\u00e9 fondy toti\u017e za\u010d\u00ednaj\u00ed b\u00fdt opatrn\u00e9 v\u016f\u010di softwaru. Je t\u011b\u017ek\u00e9 odhadnout, zda a\u00a0p\u0159\u00edpadn\u011b kdy dan\u00fd softwarov\u00fd produkt zkop\u00edruje um\u011bl\u00e1 inteligence nebo \u0161ikovn\u00fd nad\u0161enec s\u00a0AI n\u00e1stroji b\u011bhem p\u00e1r dn\u016f.<\/p>\n<p>Mimochodem koncept demokratizace AI je podle m\u011b dost zav\u00e1d\u011bj\u00edc\u00ed. To, \u017ee v\u0161em lidem rozd\u00e1me p\u0159\u00edstup k\u00a0nejlep\u0161\u00edm model\u016fm, neznamen\u00e1, \u017ee je v\u0161ichni dok\u00e1\u017eou vyu\u017e\u00edt stejn\u011b produktivn\u011b. Ukazuje se, \u017ee \u010d\u00edm pokro\u010dilej\u0161\u00ed um\u011bl\u00e1 inteligence je, t\u00edm vy\u0161\u0161\u00ed inteligenci vy\u017eaduje od \u010dlov\u011bka. \u010clov\u011bk je tedy fakticky schopen vyu\u017e\u00edt AI jen do t\u00e9 m\u00edry, do jak\u00e9 m\u00e1 rozvinutou metakognici, tedy schopnost pracovat se sv\u00fdm my\u0161len\u00edm a\u00a0zrcadlit jej v\u00a0r\u016fzn\u00fdch kontextech.<\/p>\n<p>To znamen\u00e1, \u017ee kdy\u017e m\u00e1 polovina lid\u00ed IQ ni\u017e\u0161\u00ed ne\u017e sto, AI jim jako dodate\u010dn\u00e1 inteligence moc nepom\u016f\u017ee. Bav\u00edme-li se o\u00a0zv\u00fd\u0161en\u00e9 pracovn\u00ed produktivit\u011b jako konkuren\u010dn\u00ed v\u00fdhod\u011b, bude to op\u011bt z\u00e1le\u017eitost zejm\u00e9na t\u011bch nejinteligentn\u011bj\u0161\u00edch, \u0159ekn\u011bme, 30\u00a0procent lid\u00ed.<\/p>\n<p>Freelancer se p\u0159izp\u016fsob\u00ed<\/p>\n<p>Kdy\u017e o\u010dek\u00e1van\u00fd v\u00fdvoj na trhu freelancer\u016f p\u0159eneseme na cel\u00fd trh pr\u00e1ce, kam to podle v\u00e1s povede?<\/p>\n<p>Mysl\u00edm, \u017ee za t\u0159i roky se budou d\u00edt velk\u00e9 ot\u0159esy. Odhaduji, \u017ee dvacet procent lid\u00ed o\u00a0pr\u00e1ci klidn\u011b m\u016f\u017ee p\u0159ij\u00edt. Zm\u00edn\u011bn\u00ed freelance\u0159i na tom paradoxn\u011b nebudou nejh\u016f\u0159. Jsou z\u00a0podstaty flexibiln\u011bj\u0161\u00ed ne\u017e lid\u00e9, kte\u0159\u00ed pracovali deset let v\u00a0korpor\u00e1tu na stejn\u00e9 pozici. Maj\u00ed v\u011bt\u0161\u00ed schopnost se adaptovat.\u00a0<\/p>\n<p>Poj\u010fme k t\u011bm robot\u016fm. Na soci\u00e1ln\u00edch s\u00edt\u00edch se jednou za \u010das objev\u00ed nov\u00e1 videa, jak humanoidn\u00ed roboti um\u011bj\u00ed zase o\u00a0n\u011bco l\u00e9pe napodobovat pohyby \u010dlov\u011bka. D\u00e1v\u00e1 ale v\u016fbec smysl, aby se o\u00a0to robot sna\u017eil, nen\u00ed to cel\u00e9 jen PR?\u00a0<\/p>\n<p>Videa, o kter\u00fdch mluv\u00edte, samoz\u0159ejm\u011b \u010dasto jako PR slou\u017e\u00ed. Ale je t\u0159eba koukat za oponu. J\u00e1 r\u00e1d sleduji, jak\u00e9 startupy podporuje nejslavn\u011bj\u0161\u00ed americk\u00fd startupov\u00fd akceler\u00e1tor Y Combinator (Startupov\u00fd akceler\u00e1tor je program, kter\u00fd pom\u00e1h\u00e1 za\u010d\u00ednaj\u00edc\u00edm firm\u00e1m rychleji r\u016fst prost\u0159ednictv\u00edm mentoringu, kontakt\u016f, financov\u00e1n\u00ed a\u00a0dal\u0161\u00ed podpory\u00a0\u2013 pozn. red.). Pro\u0161la j\u00edm \u0159ada v\u00fdznamn\u00fdch firem v\u010detn\u011b OpenAI. Velmi zjednodu\u0161en\u011b: kdy\u017e dnes startup z\u00edsk\u00e1 podporu Y Combinatoru, investo\u0159i mu utrhaj\u00ed ruce. Z\u00e1rove\u0148 d\u00edky tomu lze s\u00a0ur\u010ditou pravd\u011bpodobnost\u00ed p\u0159edj\u00edmat, jak\u00e9 velk\u00e9 inovace mohou p\u0159ij\u00edt. A\u00a0dnes jsou \u010dasto v\u00a0pop\u0159ed\u00ed firmy pr\u00e1v\u011b z\u00a0oblasti robotiky.<\/p>\n<p><a class=\"article-card__image\" data-ac-image=\"\" href=\"https:\/\/www.e15.cz\/byznys\/technologie-a-media\/platit-uz-nemusite-chatgpt-dostava-neomezeny-chat-a-novy-superrychly-model-zdarma-1434956\" title=\"Platit u\u017e nemus\u00edte. ChatGPT dost\u00e1v\u00e1 neomezen\u00fd chat a nov\u00fd superrychl\u00fd model zdarma\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"Platit u\u017e nemus\u00edte. ChatGPT dost\u00e1v\u00e1 neomezen\u00fd chat a nov\u00fd superrychl\u00fd model zdarma\" title=\"Platit u\u017e nemus\u00edte. ChatGPT dost\u00e1v\u00e1 neomezen\u00fd chat a nov\u00fd superrychl\u00fd model zdarma\" class=\"\" data-magazine=\"\" src=\"https:\/\/www.europesays.com\/cz\/wp-content\/uploads\/2026\/08\/1787479570_251_9663787.jpg\" loading=\"lazy\" style=\"aspect-ratio: 328 \/ 184\"\/><\/a><a class=\"article-card__title-link line-limit-3\" data-ac-title=\"\" href=\"https:\/\/www.e15.cz\/byznys\/technologie-a-media\/platit-uz-nemusite-chatgpt-dostava-neomezeny-chat-a-novy-superrychly-model-zdarma-1434956\" title=\"Platit u\u017e nemus\u00edte. ChatGPT dost\u00e1v\u00e1 neomezen\u00fd chat a nov\u00fd superrychl\u00fd model zdarma\" rel=\"nofollow noopener\" target=\"_blank\">Platit u\u017e nemus\u00edte. ChatGPT dost\u00e1v\u00e1 neomezen\u00fd chat a nov\u00fd superrychl\u00fd model zdarma<\/a><\/p>\n<p>M\u016f\u017eete d\u00e1t p\u0159\u00edklad?<\/p>\n<p>Jeden startup se nap\u0159\u00edklad sna\u017e\u00ed zautomatizovat \u00faklid v\u00a0indick\u00fdch hotelech. Ukl\u00edze\u010dk\u00e1m daj\u00ed na hlavu kamery a\u00a0na ruce senzory, kter\u00e9 sleduj\u00ed ve\u0161ker\u00fd jejich pohyb. Nahr\u00e1vaj\u00ed ho a\u00a0um\u011bl\u00e1 inteligence se z\u00a0t\u011bchto z\u00e1znam\u016f nep\u0159etr\u017eit\u011b u\u010d\u00ed. Ukl\u00edze\u010dky postupn\u011b p\u0159evl\u00e9knou deset tis\u00edc postel\u00ed a\u00a0do roka vznikne prvn\u00ed robotick\u00fd prototyp. To je realita. Ob\u010das robot je\u0161t\u011b ud\u011bl\u00e1 chybu, shod\u00ed t\u0159eba v\u00e1zu, ale do dvou a\u017e t\u0159\u00ed let pojede bez probl\u00e9mu.<\/p>\n<p>Ned\u00e1vno pro\u0161la soci\u00e1ln\u00edmi s\u00edt\u011bmi zpr\u00e1va, \u017ee OpenAI se sv\u00fdm nov\u00fdm modelem vy\u0159e\u0161ila deset dosud nevy\u0159e\u0161en\u00fdch matematick\u00fdch p\u0159\u00edklad\u016f. Je to mo\u017en\u00e9?<\/p>\n<p>Ano. By\u0165 se d\u0159\u00edve podobn\u00e9 informace uk\u00e1zaly jako fale\u0161n\u00e9, respektive nep\u0159esn\u00e9, dnes u\u017e bych tomu v\u011b\u0159il. Na potvrzen\u00ed si nicm\u00e9n\u011b mus\u00edme samoz\u0159ejm\u011b po\u010dkat.\u00a0<\/p>\n<p>Co by to znamenalo?<\/p>\n<p>Ukazuje to, \u017ee se AI skute\u010dn\u011b dost\u00e1v\u00e1 do role, v\u00a0n\u00ed\u017e bude p\u0159ich\u00e1zet s\u00a0vlastn\u00edmi inovacemi.\u00a0<\/p>\n<p>M\u00e1m k\u00a0tomu je\u0161t\u011b jeden poznatek. Cel\u00fd novov\u011bk je z\u00e1padn\u00ed sv\u011bt postaven\u00fd na r\u016fstov\u00e9 ekonomice. Investice se mus\u00ed postupn\u011b prom\u011bnit ve v\u00fdnos. Pokud by tomu tak nebylo, p\u0159inesla by ztr\u00e1tu a\u00a0motivace k\u00a0dal\u0161\u00ed investici by byla nulov\u00e1. V\u0161echno se to op\u00edr\u00e1 o\u00a0to, \u017ee bude pokra\u010dovat v\u011bdecko-technologick\u00fd pokrok. Kdy\u017e se zastav\u00ed, cel\u00e1 spole\u010dnost se postupn\u011b zbort\u00ed.<\/p>\n<p>Nemus\u00ed j\u00edt nutn\u011b o\u00a0r\u016fst HDP, to ne\u0159\u00edk\u00e1m, m\u016f\u017ee to b\u00fdt jak\u00e1koliv jin\u00e1 metrika, d\u00edky n\u00ed\u017e si investor \u0159ekne, \u017ee m\u00e1 smysl se na deset let zbavit prost\u0159edk\u016f, kter\u00e9 by mohl vyu\u017e\u00edt u\u017e dnes. To, \u017ee ekonomika \u0161lape, je do zna\u010dn\u00e9 m\u00edry postaveno na v\u00ed\u0159e lid\u00ed, \u017ee v\u011bda a\u00a0technika n\u00e1m v\u00a0budoucnu p\u0159inesou lep\u0161\u00ed \u017eivoty.<\/p>\n<p>Probl\u00e9m je, \u017ee od 70.\u00a0let minul\u00e9ho stolet\u00ed v\u011bdeck\u00fd pokrok zna\u010dn\u011b zpomalil. M\u016f\u017eeme m\u00edt pocit, \u017ee tomu tak nen\u00ed, ale v\u00a0porovn\u00e1n\u00ed s\u00a0p\u0159edchoz\u00edmi dek\u00e1dami je to realita. Odborn\u00edci proto mluv\u00ed o\u00a0krizi v\u011bdy. Dalo by se o\u00a0tom hovo\u0159it dlouho, ale podstatou je, \u017ee se zd\u00e1, \u017ee jedin\u00fdm l\u00e9kem, kter\u00fd tento trend m\u016f\u017ee zvr\u00e1tit, je pr\u00e1v\u011b AI.<\/p>\n<p>Kdy\u017e jsou nejnov\u011bj\u0161\u00ed modely tak n\u00e1pomocn\u00e9 pro program\u00e1tory, pro\u010d nevid\u00edme z\u00e1plavu nov\u011bj\u0161\u00edch, schopn\u011bj\u0161\u00edch a\u00a0levn\u011bj\u0161\u00edch program\u016f a\u00a0aplikac\u00ed v\u0161eho druhu?\u00a0<\/p>\n<p>To up\u0159\u00edmn\u011b zaj\u00edm\u00e1 i\u00a0m\u011b. Jde to trochu proti logice. Podle m\u011b u\u017e to ale nen\u00ed ani tak ot\u00e1zka technologick\u00e1 jako sp\u00ed\u0161e byznysov\u00e1. Dostat software ke koncov\u00e9mu z\u00e1kazn\u00edkovi je dnes nesm\u00edrn\u011b slo\u017eit\u00e9, pokud nem\u00e1te vybudovan\u00e9 distribu\u010dn\u00ed kan\u00e1ly. Pokud jako startup na trhu nejste, nem\u00e1te skoro \u0161anci. Z\u00e1kazn\u00edk je vlastn\u011b odsouzen\u00fd k\u00a0tomu, aby si po\u010dkal, s\u00a0\u010d\u00edm p\u0159ijde Apple, Google, Microsoft a\u00a0soci\u00e1ln\u00ed s\u00edt\u011b. To znamen\u00e1, \u017ee kdy\u017e to opravdu funguje, p\u0159ijde n\u011bkdo z\u00a0velk\u00fdch hr\u00e1\u010d\u016f, koup\u00ed to a\u00a0postupn\u011b to za\u010dne nasazovat. Masy lid\u00ed nemaj\u00ed \u010das hledat novinky, i\u00a0kdyby jim to zjednodu\u0161ilo \u017eivot. V\u011bt\u0161ina z\u00a0nich soust\u0159ed\u00ed pozornost na scrollov\u00e1n\u00ed soci\u00e1ln\u00edch s\u00edt\u00ed a\u00a0je spokojena. Bohu\u017eel.<\/p>\n<p>N\u00e1klady na um\u011blou inteligenci rychlost zav\u00e1d\u011bn\u00ed t\u011bchto nov\u00fdch softwar\u016f ovliv\u0148ovat nemohou?<\/p>\n<p>Nemysl\u00edm si.<\/p>\n<p>P\u0159esto: mysl\u00edte, \u017ee um\u011bl\u00e1 inteligence bude do budoucna zdra\u017eovat, nebo zlev\u0148ovat?<\/p>\n<p>Mysl\u00edm, \u017ee bude zlev\u0148ovat. Model Opus\u00a05 se za p\u00e1r m\u011bs\u00edc\u016f dostal pod polovi\u010dn\u00ed cenu modelu Fable\u00a05, a\u00a0p\u0159itom dosahuje srovnateln\u00fdch kvalit. Ten tlak tam je a\u00a0nevid\u00edm, \u017ee by polevoval. V\u00a0\u0161ir\u0161\u00edm pelotonu je tak\u00e9 \u010d\u00edm d\u00e1l v\u00edce relevantn\u00edch hr\u00e1\u010d\u016f. Ve fin\u00e1le proto budou ceny nejsp\u00ed\u0161 stabiln\u00ed, zat\u00edmco kvalita poroste. Bude to stejn\u00fd model jako u\u00a0spot\u0159ebn\u00edho zbo\u017e\u00ed nebo po\u010d\u00edta\u010dov\u00fdch her. Vezm\u011bte si, \u017ee tak\u0159ka ka\u017ed\u00e1 po\u010d\u00edta\u010dov\u00e1 hra od roku 1994 stoj\u00ed 1490\u00a0korun.<\/p>\n","protected":false},"excerpt":{"rendered":"\u017d\u00e1dn\u00e9 zpomalen\u00ed ani korekce. V\u00fdvoj um\u011bl\u00e9 inteligence m\u00e1 minim\u00e1ln\u011b v\u00a0nadch\u00e1zej\u00edc\u00edch letech d\u00e1l zrychlovat, mysl\u00ed si odborn\u00edk na um\u011blou&hellip;\n","protected":false},"author":2,"featured_media":188848,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_share_on_mastodon":"0"},"categories":[12],"tags":[67,68,708,26403,1099,44175,32885,3635,8511,644,1532,845],"class_list":["post-188847","post","type-post","status-publish","format-standard","has-post-thumbnail","category-byznys","tag-business","tag-byznys","tag-ekonomika","tag-inteligence","tag-investor","tag-jan-romportl","tag-laborator","tag-programator","tag-socialni-sit","tag-software","tag-trh-prace","tag-umela-inteligence"],"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@cz\/117144268829243017","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/posts\/188847","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/comments?post=188847"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/posts\/188847\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/media\/188848"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/media?parent=188847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/categories?post=188847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/cz\/wp-json\/wp\/v2\/tags?post=188847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}