{"id":42541,"date":"2026-05-26T13:15:06","date_gmt":"2026-05-26T11:15:06","guid":{"rendered":"https:\/\/kinit.sk\/?post_type=event&p=42541"},"modified":"2026-05-26T13:23:05","modified_gmt":"2026-05-26T11:23:05","slug":"v-com-je-clovek-stale-lepsi-nez-ai-michal-valko-o-neistote-a-buducnosti-technologii","status":"publish","type":"event","link":"https:\/\/kinit.sk\/sk\/podujatie\/v-com-je-clovek-stale-lepsi-nez-ai-michal-valko-o-neistote-a-buducnosti-technologii\/","title":{"rendered":"V \u010dom je \u010dlovek st\u00e1le lep\u0161\u00ed ne\u017e AI? Michal Valko o neistote a bud\u00facnosti technol\u00f3gi\u00ed"},"content":{"rendered":"
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Svet umelej inteligencie napreduje neuverite\u013enou r\u00fdchlos\u0165ou a my v KInITe sa v\u017edy te\u0161\u00edme, ke\u010f m\u00f4\u017eeme prinies\u0165 k\u00fasok tohto svetov\u00e9ho diania aj priamo k n\u00e1m na Slovensko. 27. apr\u00edla sme u n\u00e1s priv\u00edtali v\u00fdnimo\u010dn\u00e9ho hos\u0165a, ktor\u00e9ho meno rezonuje v top svetov\u00fdch laborat\u00f3ri\u00e1ch. Na\u0161e pozvanie prijal Michal Valko, uzn\u00e1van\u00fd expert, ktor\u00fd st\u00e1l pri zrode par\u00ed\u017eskeho Google DeepMind, a ako popredn\u00fd in\u017einier v spolo\u010dnosti Meta pracoval na v\u00fdvoji modelu Llama 3.<\/strong><\/strong><\/p>\n<\/div>\n\n

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V projekte slovaks.ai<\/a> prep\u00e1jame slovensk\u00e9 talenty so svetovou \u0161pi\u010dkou. Pr\u00e1ve preto sme vyu\u017eili t\u00fato jedine\u010dn\u00fa pr\u00edle\u017eitos\u0165 a s Michalom sme uskuto\u010dnili rozhovor, v ktorom sme prebrali technick\u00e9 v\u00fdzvy, bud\u00facnos\u0165 firiem a rovnako aj t\u00e9mu, ako udr\u017ea\u0165 talenty doma.<\/p>\n<\/div>\n\n

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\"\"<\/figure>\n<\/div>\n\n
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V \u010dom sme ako \u013eudia st\u00e1le lep\u0161\u00ed oproti AI?<\/strong><\/strong><\/p>\n<\/div>\n\n

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Je to neistota. Umel\u00e1 inteligencia je v s\u00fa\u010dasnosti vynikaj\u00facim sumariz\u00e1torom v\u0161etk\u00fdch svetov\u00fdch vedomost\u00ed. V podstate je to tak\u00e1 Wikip\u00e9dia na steroidoch. Dok\u00e1\u017ee odpoveda\u0165 na ka\u017ed\u00fa ot\u00e1zku, preto\u017ee videla viac inform\u00e1ci\u00ed ne\u017e ak\u00fdko\u013evek \u010dlovek alebo skupina \u013eud\u00ed dohromady, a v tomto smere n\u00e1s u\u017e prekonala. V \u010dom je v\u0161ak \u013eudstvo ve\u013emi dobr\u00e9 a AI zatia\u013e ve\u013emi slab\u00e1, je pr\u00e1ve schopnos\u0165 pracova\u0165 s neistotou. My \u013eudia vieme spracova\u0165 inform\u00e1cie z r\u00f4znych zdrojov – nie\u010do sa dozvieme od in\u00fdch, nie\u010do si pre\u010d\u00edtame v knihe alebo zachyt\u00edme v telev\u00edzii – a napriek v\u0161etk\u00fdm t\u00fdmto neistot\u00e1m si vieme vytvori\u0165 \u00fasudok, ktor\u00fd nie je \u00faplne zl\u00fd a pod\u013ea ktor\u00e9ho sa dok\u00e1\u017eeme spr\u00e1va\u0165. AI je v tomto smere zatia\u013e ve\u013emi zl\u00e1. Ak by n\u00e1m napr\u00edklad odporu\u010dila, \u017ee m\u00e1me \u00eds\u0165 na bypass, ur\u010dite by sme sa na to nemohli slepo spo\u013eahn\u00fa\u0165. Pr\u00e1ve v tom spo\u010d\u00edva ve\u013ek\u00e1 v\u00fdzva: ako dosiahnu\u0165, aby AI sama vedela, nako\u013eko si je svojou odpove\u010fou ist\u00e1. Pri najjednoduch\u0161\u00edch modeloch to nie je probl\u00e9m, ale pri zlo\u017eit\u00fdch neur\u00f3nov\u00fdch sie\u0165ach v\u00f4bec nevieme, ako s neistotou nar\u00e1baj\u00fa. Vyrie\u0161enie tohto probl\u00e9mu bude nevyhnutn\u00fdm posunom na \u010fal\u0161iu \u00farove\u0148 v\u00fdvoja umelej inteligencie.<\/p>\n<\/div>\n\n

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Ako pod\u013ea teba m\u00e1 vyzera\u0165 modern\u00e1 firma bud\u00facnosti?<\/strong><\/strong><\/p>\n<\/div>\n\n

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Poh\u013ead na t\u00fato t\u00e9mu sa v posledn\u00fdch rokoch v\u00fdrazne zmenil. Predt\u00fdm sa rie\u0161ilo, ako vytvori\u0165 AI \u0161peci\u00e1lne pre medic\u00ednu, \u00fa\u010dtovn\u00edctvo \u010di \u0161t\u00e1tnu spr\u00e1vu, no dnes sa tento pr\u00edstup st\u00e1va minulos\u0165ou. Aktu\u00e1lnou v\u00fdzvou nie je budova\u0165 firmy, ktor\u00e9 robia \u201eAI pre nie\u010do\u201c, ale ma\u0165 in\u0161tit\u00facie, ktor\u00e9 s\u00fa vo svojej podstate nat\u00edvne digit\u00e1lne. Chceme ma\u0165 \u0161pi\u010dkov\u00e9 lek\u00e1rne, da\u0148ov\u00fdch poradcov alebo vl\u00e1dnych strat\u00e9gov, ktor\u00ed pou\u017e\u00edvaj\u00fa AI ako svoj hlavn\u00fd n\u00e1stroj a prirodzen\u00fa s\u00fa\u010das\u0165 svojej pr\u00e1ce, namiesto toho, aby len vyu\u017e\u00edvali extern\u00e9 AI rie\u0161enia.<\/p>\n<\/div>\n\n

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\"\"<\/figure>\n<\/div>\n\n
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Kde vid\u00ed\u0161 najv\u00e4\u010d\u0161ie prek\u00e1\u017eky pre vedcov pretavi\u0165 teoretick\u00fd v\u00fdskum do praktick\u00e9ho vyu\u017eitia?<\/strong><\/strong><\/p>\n<\/div>\n\n

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Hlavn\u00fd probl\u00e9m vid\u00edm v tom, \u017ee v\u00fdskumn\u00edci v oblasti AI \u010dasto nemaj\u00fa re\u00e1lnu sk\u00fasenos\u0165 s praxou. \u010casto prich\u00e1dzaj\u00fa s nov\u00fdmi algoritmami a a\u017e n\u00e1sledne h\u013eadaj\u00fa, kde by ich mohli uplatni\u0165. Spr\u00e1vna cesta v\u0161ak vedie od pochopenia konkr\u00e9tneho probl\u00e9mu z\u00e1kazn\u00edka. Potrebujeme \u013eud\u00ed, ktor\u00ed s\u00fa pre vyrie\u0161enie \u0161pecifick\u00e9ho probl\u00e9mu a\u017e chorobne zanieten\u00ed, a nerie\u0161ia \u00falohy len preto, \u017ee im ich niekto pridelil v r\u00e1mci projektu. Iba tak\u00e9to zanietenie prinesie vedcom n\u00e1sobne viac re\u00e1lnych v\u00fdstupov ne\u017e doteraz.<\/p>\n<\/div>\n\n

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\u010co by mali \u0161t\u00e1ty urobi\u0165 pre to, aby efekt\u00edvne rozv\u00edjali a udr\u017eali talenty v \u00e9re umelej inteligencie?<\/strong><\/strong><\/p>\n<\/div>\n\n

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Krajiny sa musia s\u00fastredi\u0165 predov\u0161etk\u00fdm na vytv\u00e1ranie kvalitn\u00e9ho podhubia. Talent sa ned\u00e1 rozv\u00edja\u0165 pr\u00edkazom alebo jednoduch\u00fdm n\u00e1kupom technol\u00f3gi\u00ed a vyp\u00edsan\u00edm v\u00fdziev. \u0160t\u00e1t mus\u00ed garantova\u0165 prostredie, kde \u013eudia m\u00f4\u017eu slobodne rozv\u00edja\u0165 svoje n\u00e1pady a kde investori maj\u00fa istotu, \u017ee sa im ich invest\u00edcie pri \u00faspechu vr\u00e1tia. Vl\u00e1dy by mali prioritne odstra\u0148ova\u0165 byrokratick\u00e9 prek\u00e1\u017eky a nezav\u00e1dza\u0165 zbyto\u010dn\u00e9 dane \u010di zlo\u017eit\u00e9 procesy. Talentovan\u00ed \u013eudia tu toti\u017e u\u017e s\u00fa, no ak im ned\u00e1me pr\u00edle\u017eitos\u0165 a podmienky na uplatnenie, n\u00e1jdu si ich niekde inde.<\/p>\n<\/div>\n\n

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Mali by sa \u0161ikovn\u00ed profesion\u00e1li vraca\u0165 zo zahrani\u010dia domov, alebo je mo\u017en\u00e9 \u00farove\u0148 krajiny efekt\u00edvne ovplyv\u0148ova\u0165 aj na dia\u013eku?<\/strong><\/strong><\/p>\n<\/div>\n\n

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Pod\u013ea m\u0148a nie je k\u013e\u00fa\u010dov\u00e9 to, kde sa \u010dlovek fyzicky nach\u00e1dza, ale to, kde dok\u00e1\u017ee najviac pom\u00f4c\u0165. Ja osobne Slovensku pravdepodobne pom\u00e1ham viac t\u00fdm, \u017ee som z 90 % v zahrani\u010d\u00ed. Keby som bol doma na 100 %, mo\u017eno by som dok\u00e1zal tis\u00edckr\u00e1t menej. Ot\u00e1zka teda neznie, \u010di sa maj\u00fa \u013eudia vraca\u0165, ale ako najlep\u0161ie m\u00f4\u017eu prispie\u0165. Motiv\u00e1ciu k pomoci krajine nem\u00f4\u017eeme \u013eu\u010fom vn\u00fati\u0165. Na\u0161ou \u00falohou je vychova\u0165 ich tak kvalitne, aby n\u00e1m boli v\u010fa\u010dn\u00ed a nesk\u00f4r mali sami prirodzen\u00fa t\u00fa\u017ebu krajine nie\u010do vr\u00e1ti\u0165.<\/p>\n<\/div>\n\n

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\"\"<\/figure>\n<\/div>\n\n
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Stretnutia s \u013eu\u010fmi, ako je Michal Valko, n\u00e1m opakovane pripom\u00ednaj\u00fa, ak\u00fd obrovsk\u00fd potenci\u00e1l m\u00e1me roztr\u00fasen\u00fd po celom svete. Sme ve\u013emi v\u010fa\u010dn\u00ed, \u017ee aj v\u010faka projektu slovaks.ai<\/a> m\u00f4\u017eeme budova\u0165 a posil\u0148ova\u0165 vz\u0165ahy s na\u0161imi profesion\u00e1lmi a expertmi v zahrani\u010d\u00ed.<\/strong><\/p>\n<\/div>\n\n

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