{"id":101183,"date":"2026-03-07T00:15:14","date_gmt":"2026-03-06T23:15:14","guid":{"rendered":"https:\/\/www.infokuryr.cz\/n\/?p=101183"},"modified":"2026-03-06T10:44:23","modified_gmt":"2026-03-06T09:44:23","slug":"apple-vyvraci-mytus-o-umele-inteligenci-a-x-jde-jeste-dal","status":"publish","type":"post","link":"https:\/\/www.infokuryr.cz\/n\/2026\/03\/07\/apple-vyvraci-mytus-o-umele-inteligenci-a-x-jde-jeste-dal\/","title":{"rendered":"Apple vyvrac\u00ed m\u00fdtus o um\u011bl\u00e9 inteligenci \u2013 a X jde je\u0161t\u011b d\u00e1l"},"content":{"rendered":"<div id=\"fb-root\"><\/div>\n<p><span dir=\"auto\">Apple ze v\u0161ech spole\u010dnost\u00ed se sv\u00fdm v\u00fdzkumn\u00fdm dokumentem \u201eIluze my\u0161len\u00ed\u201c trefil do \u010dern\u00e9ho, \u200b\u200bco\u017e je citliv\u00e9 t\u00e9ma, kter\u00e9 odv\u011btv\u00ed um\u011bl\u00e9 inteligence dosud rad\u011bji ignorovalo. Zat\u00edmco technologick\u00e9 spole\u010dnosti hovo\u0159\u00ed o \u201emodelech uva\u017eov\u00e1n\u00ed\u201c, \u201etokenech my\u0161len\u00ed\u201c a emergentn\u00ed inteligenci, t\u00fdm Applu st\u0159\u00edzliv\u011b zkoum\u00e1, \u010deho tyto syst\u00e9my skute\u010dn\u011b mohou dos\u00e1hnout \u2013 a kde selh\u00e1vaj\u00ed.<\/span><\/p>\n<p><span dir=\"auto\">Na platform\u011b X u\u017eivatel Guri Singh stru\u010dn\u011b shrnul studii: Modely ni\u010demu nerozum\u00ed. Ne\u0159e\u0161\u00ed \u017e\u00e1dn\u00e9 probl\u00e9my. Nemysl\u00ed. Pouze generuj\u00ed v\u011brohodn\u00fd text slovo od slova. \u201eSkute\u010dn\u00e1 my\u0161lenka: nula.\u201c<\/span><\/p>\n<div class=\"twitter-tweet twitter-tweet-rendered\"><iframe id=\"twitter-widget-0\" class=\"\" title=\"X Post\" src=\"https:\/\/platform.twitter.com\/embed\/Tweet.html?dnt=false&amp;embedId=twitter-widget-0&amp;features=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%3D%3D&amp;frame=false&amp;hideCard=false&amp;hideThread=false&amp;id=2028791301915947485&amp;lang=cs&amp;origin=https%3A%2F%2Funcutnews.ch%2Fapple-entzaubert-den-ki-mythos-und-x-uebertreibt-es-noch-weiter%2F&amp;sessionId=bcfc3b275dc55bccd3dd719381ea42d4aca9c7e4&amp;theme=light&amp;widgetsVersion=2615f7e52b7e0%3A1702314776716&amp;width=550px\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\" data-tweet-id=\"2028791301915947485\" data-mce-fragment=\"1\"><\/iframe><\/div>\n<p><span dir=\"auto\">Apple to ne\u0159\u00edk\u00e1 tak jednozna\u010dn\u011b. Ale tento pokyn nen\u00ed zcela neopodstatn\u011bn\u00fd.<\/span><\/p>\n<p><span dir=\"auto\">V\u011bdci testovali modern\u00ed modely uva\u017eov\u00e1n\u00ed s ovladateln\u00fdmi logick\u00fdmi h\u00e1dankami \u2013 jako je Hanojsk\u00e1 v\u011b\u017e nebo klasick\u00fd \u0159\u00ed\u010dn\u00ed probl\u00e9m s vlkem, kozou a zel\u00edm. Nejedn\u00e1 se o exotick\u00e9 \u00fakoly. Jsou to strukturovan\u00e9, algoritmicky \u0159e\u0161iteln\u00e9 probl\u00e9my, kter\u00e9 se pou\u017e\u00edvaj\u00ed k testov\u00e1n\u00ed, zda n\u011bkdo dok\u00e1\u017ee logicky myslet krok za krokem.<\/span><\/p>\n<p><span dir=\"auto\">Vzor je pozoruhodn\u00fd: p\u0159i n\u00edzk\u00e9 slo\u017eitosti si modely vedou dob\u0159e. T\u0159i disky v Hanojsk\u00e9 v\u011b\u017ei? \u017d\u00e1dn\u00fd probl\u00e9m. Ale s rostouc\u00edm po\u010dtem disk\u016f za\u010d\u00ednaj\u00ed opakov\u00e1n\u00ed, protich\u016fdn\u00e9 kroky a vynech\u00e1v\u00e1n\u00ed pohyb\u016f. Za ur\u010ditou hranic\u00ed se v\u00fdkon zcela zhrout\u00ed.<\/span><\/p>\n<p><span dir=\"auto\">Je\u0161t\u011b znepokojiv\u011bj\u0161\u00ed je, \u017ee i kdy\u017e v\u011bdci v zad\u00e1n\u00ed poskytnou p\u0159esn\u00fd algoritmus \u0159e\u0161en\u00ed \u2013 v podstat\u011b modelu po\u0161lou \u201e\u0159e\u0161en\u00ed dom\u00e1c\u00edho \u00fakolu\u201c \u2013 v\u00fdsledek se konzistentn\u011b nezlep\u0161uje. Syst\u00e9m selh\u00e1v\u00e1 nejen v nalezen\u00ed \u0159e\u0161en\u00ed, ale tak\u00e9 v p\u0159esn\u00e9m proveden\u00ed logick\u00fdch krok\u016f.<\/span><\/p>\n<p><span dir=\"auto\">To se dost\u00e1v\u00e1 k j\u00e1dru debaty. Modely uva\u017eov\u00e1n\u00ed simuluj\u00ed my\u0161lenkov\u00e9 procesy generov\u00e1n\u00edm del\u0161\u00edch textov\u00fdch \u0159et\u011bzc\u016f \u2013 tzv. my\u0161lenkov\u00fdch token\u016f. Apple v\u0161ak systematicky m\u011b\u0159\u00ed, kolik token\u016f se skute\u010dn\u011b pou\u017eije. A zde se objevuje paradoxn\u00ed k\u0159ivka: S rostouc\u00ed slo\u017eitost\u00ed modely zpo\u010d\u00e1tku generuj\u00ed v\u00edce \u201emy\u0161lenek\u201c, ale za kritick\u00fdm bodem se \u00fasil\u00ed o uva\u017eov\u00e1n\u00ed sni\u017euje \u2013 i kdy\u017e je k dispozici dostatek v\u00fdpo\u010detn\u00edch zdroj\u016f.<\/span><\/p>\n<p><span dir=\"auto\">Jin\u00fdmi slovy, \u010d\u00edm obt\u00ed\u017en\u011bj\u0161\u00ed je probl\u00e9m, t\u00edm m\u00e9n\u011b syst\u00e9m \u201emysl\u00ed\u201c. To je prav\u00fd opak lidsk\u00fdch strategi\u00ed \u0159e\u0161en\u00ed probl\u00e9m\u016f.<\/span><\/p>\n<p><span dir=\"auto\">Guri Singh to interpretuje radik\u00e1ln\u011b: Um\u011bl\u00e1 inteligence nev\u00ed, zda je spr\u00e1vn\u00e1, nebo \u0161patn\u00e1. Nem\u00e1 \u017e\u00e1dn\u00e9 pochopen\u00ed sv\u00fdch c\u00edl\u016f, \u017e\u00e1dn\u00e9 skute\u010dn\u00e9 sebehodnocen\u00ed, \u017e\u00e1dn\u00fd vnit\u0159n\u00ed n\u00e1pravn\u00fd mechanismus. Dopl\u0148uje texty, jako by nev\u011bd\u011bla pro\u010d.<\/span><\/p>\n<p><span dir=\"auto\">Apple to formuluje opatrn\u011bji, ale zji\u0161t\u011bn\u00ed z\u016fst\u00e1v\u00e1 platn\u00e9: Modely vykazuj\u00ed t\u0159i jasn\u011b rozli\u0161iteln\u00e9 re\u017eimy. Pro jednoduch\u00e9 \u00fakoly jsou klasick\u00e9 modely \u010dasto efektivn\u011bj\u0161\u00ed. Pro st\u0159edn\u00ed slo\u017eitost vykazuj\u00ed v\u00fdhody modely uva\u017eov\u00e1n\u00ed. Pro vysokou slo\u017eitost se ob\u011b varianty hrout\u00ed. Zlep\u0161en\u00ed v\u00fdkonu se ne\u0161k\u00e1luje donekone\u010dna.<\/span><\/p>\n<p><span dir=\"auto\">To zpochyb\u0148uje \u00fast\u0159edn\u00ed p\u0159edpoklad dan\u00e9ho odv\u011btv\u00ed: \u017ee pouh\u00e9 p\u0159id\u00e1n\u00ed v\u00edce dat, v\u00edce parametr\u016f a v\u011bt\u0161\u00edho v\u00fdpo\u010detn\u00edho v\u00fdkonu nakonec povede ke skute\u010dn\u00e9 superinteligenci. V\u00fdsledky spole\u010dnosti Apple nazna\u010duj\u00ed, \u017ee nemus\u00ed existovat stabiln\u00ed, zobecniteln\u00e9 \u201emy\u0161len\u00ed\u201c, kter\u00e9 by se dalo jednodu\u0161e \u0161k\u00e1lovat.<\/span><\/p>\n<p><span dir=\"auto\">To neznamen\u00e1, \u017ee um\u011bl\u00e1 inteligence je k ni\u010demu. Je v\u00fdkonn\u00e1, produktivn\u00ed a p\u016fsobiv\u00e1 v mnoha oblastech. \u010cl\u00e1nek v\u0161ak nazna\u010duje, \u017ee se sp\u00ed\u0161e zab\u00fdv\u00e1me sofistikovan\u00fdmi procesory vzor\u016f ne\u017e robustn\u00edmi \u0159e\u0161i\u010di symbolick\u00fdch probl\u00e9m\u016f.<\/span><\/p>\n<p><span dir=\"auto\">Skute\u010dn\u00fd konflikt tedy nen\u00ed mezi \u201eAI je geni\u00e1ln\u00ed\u201c a \u201eAI si nic nemysl\u00ed\u201c. Pravda je slo\u017eit\u011bj\u0161\u00ed. Syst\u00e9my se mohou v ur\u010dit\u00fdch oblastech jevit pozoruhodn\u011b kompetentn\u00ed \u2013 ale jakmile se zv\u00fd\u0161\u00ed logick\u00e1 hloubka a kombinatorick\u00e1 slo\u017eitost, dos\u00e1hnou struktur\u00e1ln\u00edch limit\u016f.<\/span><\/p>\n<p><span dir=\"auto\">Studie Applu proto nen\u00ed ani tak \u00fatokem na um\u011blou inteligenci, jako sp\u00ed\u0161e ov\u011b\u0159ov\u00e1n\u00edm reality. Odv\u00e1d\u00ed diskusi od marketingov\u00fdch slib\u016f sm\u011brem k architektonick\u00fdm omezen\u00edm. A v tom spo\u010d\u00edv\u00e1 jej\u00ed explozivn\u00ed potenci\u00e1l.<\/span><\/p>\n<p><span dir=\"auto\">Mo\u017en\u00e1 je\u0161t\u011b nejsme na pokraji strojov\u00e9ho my\u0161len\u00ed. Mo\u017en\u00e1 jsme v bod\u011b, kdy si mus\u00edme uv\u011bdomit, \u017ee simulace a porozum\u011bn\u00ed jsou dv\u011b velmi odli\u0161n\u00e9 v\u011bci.<\/span><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-1185\" src=\"http:\/\/www.infokuryr.cz\/n\/wp-content\/uploads\/2021\/04\/kuryr-podpis.png\" alt=\"\" width=\"84\" height=\"24\" \/><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Apple ze v\u0161ech spole\u010dnost\u00ed se sv\u00fdm v\u00fdzkumn\u00fdm dokumentem \u201eIluze my\u0161len\u00ed\u201c trefil do \u010dern\u00e9ho, \u200b\u200bco\u017e je&#8230;<\/p>\n","protected":false},"author":2,"featured_media":101184,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[3101,1002,839,10699,5795],"_links":{"self":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/101183"}],"collection":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/comments?post=101183"}],"version-history":[{"count":0,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/101183\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media\/101184"}],"wp:attachment":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media?parent=101183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/categories?post=101183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/tags?post=101183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}