{"id":42526,"date":"2026-05-27T08:16:00","date_gmt":"2026-05-27T06:16:00","guid":{"rendered":"https:\/\/kinit.sk\/?p=42526"},"modified":"2026-05-25T16:19:26","modified_gmt":"2026-05-25T14:19:26","slug":"ai-awards-finalista-daitable-a-energeticka-ai-ktorej-vystupom-je-dovera","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/ai-awards-finalista-daitable-a-energeticka-ai-ktorej-vystupom-je-dovera\/","title":{"rendered":"Finalista AI Awards: DAITABLE a energetick\u00e1 AI, ktorej v\u00fdstupom je d\u00f4vera"},"content":{"rendered":"
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Tohtoro\u010dn\u00fdch finalista AI Awards DAITABLE, je slovensk\u00e1 technologick\u00e1 spolo\u010dnos\u0165, ktor\u00e1 pom\u00e1ha firm\u00e1m zni\u017eova\u0165 n\u00e1klady na energie a zvy\u0161ova\u0165 udr\u017eate\u013enos\u0165 prostredn\u00edctvom pokro\u010dilej automatizovanej anal\u00fdzy d\u00e1t a umelej inteligencie. Spolo\u010dnos\u0165 vyv\u00edja vlastn\u00fd syst\u00e9m energetick\u00e9ho mana\u017ementu DAITAMONITOR, ktor\u00fd umo\u017e\u0148uje monitoring spotreby, predikciu odberu aj odha\u013eovanie por\u00fach zariaden\u00ed v re\u00e1lnom \u010dase. P\u00f4sob\u00ed najm\u00e4 v energeticky n\u00e1ro\u010dn\u00fdch sektoroch ako s\u00fa priemysel a zdravotn\u00edctvo, pri\u010dom medzi jej referencie patria napr\u00edklad Prezidentsk\u00fd pal\u00e1c \u010di \u00dastredn\u00e1 vojensk\u00e1 nemocnica v Ru\u017eomberku. Vypo\u010duli sme si Tom\u00e1\u0161a T\u00e1nczosa, ktor\u00fd v DAITABLE p\u00f4sob\u00ed ako Software Engineer Team Lead a vedie d\u00e1tov\u00fd t\u00edm.
<\/p>\n<\/div>\n\n

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\u010co je DAILIBOR a ak\u00fd probl\u00e9m rie\u0161i?<\/strong><\/h4>\n<\/div>\n\n
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DAILIBOR je multi-agentov\u00fd AI chatbot pre priemyseln\u00fa energetick\u00fa analytiku – virtu\u00e1lny energetick\u00fd mana\u017e\u00e9r, ktor\u00fd pom\u00e1ha firm\u00e1m porozumie\u0165 svojej spotrebe, identifikova\u0165 plytvanie a kvantifikova\u0165 pr\u00edle\u017eitosti na \u00fasporu. Energetick\u00fd mana\u017e\u00e9r m\u00e1 v priemyselnom podniku k dispoz\u00edcii stovky merac\u00edch bodov generuj\u00facich d\u00e1ta ka\u017ed\u00fa sekundu. Z tohto d\u00f4vodu je manu\u00e1lna a detailn\u00e1 anal\u00fdza \u010dasto nemo\u017en\u00e1. Z\u00e1merom spolo\u010dnosti DAITABLE je spracovanie t\u00fdchto d\u00e1t v priebehu p\u00e1r min\u00fat a poskytnutie odpovedi na ot\u00e1zku ako napr\u00edklad, kedy bola spotreba najvy\u0161\u0161ia, ako sa l\u00ed\u0161i od historick\u00e9ho priemeru, a ak\u00e1 je potenci\u00e1lna \u00faspora pri presune z\u00e1\u0165a\u017ee do lacnej\u0161\u00edch tarifn\u00fdch p\u00e1siem.<\/p>\n<\/div>\n\n

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AI Awards vyzdvihuje syst\u00e9my postaven\u00e9 na pilieroch etiky, spo\u013eahlivosti a ochrany s\u00fakromia. Ktor\u00fd z t\u00fdchto aspektov bol pri v\u00fdvoji v\u00e1\u0161ho rie\u0161enia najv\u00e4\u010d\u0161ou v\u00fdzvou?<\/strong><\/h4>\n<\/div>\n\n
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Spo\u013eahlivos\u0165, konkr\u00e9tne boj s halucin\u00e1ciami. Ve\u013ek\u00e9 jazykov\u00e9 modely inherentne zle pracuj\u00fa s \u010d\u00edslami a vytv\u00e1raj\u00fa neexistuj\u00face \u00fadaje tam, kde d\u00e1ta ch\u00fdbaj\u00fa. V priemyselnej energetike je to kritick\u00e9, preto\u017ee nepresn\u00e9 \u010d\u00edslo o spotrebe stroja m\u00f4\u017ee vies\u0165 k zl\u00e9mu rozhodnutiu. Navy\u0161e pri ve\u013ek\u00fdch objemoch d\u00e1t, hlavne v na\u0161om pr\u00edpade \u010dasov\u00e9 rady – t\u00fd\u017edne a mesiace meran\u00ed – mus\u00ed d\u00f4js\u0165 k sumariz\u00e1cii, pri ktorej m\u00e1 LLM tendenciu si vym\u00fd\u0161\u013ea\u0165. Aj z tohto d\u00f4vodu agenti v na\u0161om syst\u00e9me nikdy priamo nemaj\u00fa n\u00e1h\u013ead do d\u00e1t, vidia iba hlavi\u010dku a vzor riadku. Ich \u00falohou je vytv\u00e1ra\u0165 k\u00f3d pre anal\u00fdzu, ktor\u00fd vybieha v izolovanom prostred\u00ed. T\u00fdmto sp\u00f4sobom zabezpe\u010dujeme s\u00fakromie \u00fadajov aj spo\u013eahlivos\u0165.<\/p>\n<\/div>\n\n

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Ak\u00e9 konkr\u00e9tne mechanizmy zaru\u010duj\u00fa, \u017ee va\u0161e rie\u0161enie ost\u00e1va pod kontrolou \u010dloveka a je dlhodobo bezpe\u010dn\u00e9?<\/strong><\/h4>\n<\/div>\n\n
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N\u00e1\u0161 syst\u00e9m je navrhnut\u00fd \u010disto ako analytick\u00fd n\u00e1stroj, nie ako automat – rozhodnutie v\u017edy zost\u00e1va na strane pou\u017e\u00edvate\u013ea. Odpovede syst\u00e9mu nezah\u0155\u0148aj\u00fa iba slovn\u00e9 odpor\u00fa\u010dania a vyhodnotenia anal\u00fdz, ale aj vizu\u00e1lne potvrdenia vo forme grafov a prilo\u017een\u00e9 d\u00e1tov\u00e9 sady na z\u00e1klade ktor\u00fdch sa chatbot rozhodoval.<\/p>\n<\/div>\n\n

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\u010co vn\u00edmate ako najv\u00e4\u010d\u0161iu celospolo\u010densk\u00fa v\u00fdzvu v oblasti AI a ak\u00fa rolu v nej chce zohr\u00e1va\u0165 DAITABLE?<\/strong><\/h4>\n<\/div>\n\n
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Najv\u00e4\u010d\u0161ou v\u00fdzvou je d\u00f4vera. Ak \u013eudia a firmy ned\u00f4veruj\u00fa AI syst\u00e9mom, nebud\u00fa ich pou\u017e\u00edva\u0165 a pr\u00ednosy AI zostan\u00fa nerealizovan\u00e9. V na\u0161ej dom\u00e9ne to vid\u00edme ve\u013emi konkr\u00e9tne: energetick\u00fd mana\u017e\u00e9r, ktor\u00fd ned\u00f4veruje \u010d\u00edslu od AI, sa vr\u00e1ti k manu\u00e1lnej anal\u00fdze pomocou u\u017e overen\u00fdch met\u00f3d. Z n\u00e1\u0161ho poh\u013eadu probl\u00e9m nie je technologick\u00fd, ale architektonick\u00fd. V\u00e4\u010d\u0161ina AI syst\u00e9mov je navrhnut\u00e1 na maximaliz\u00e1ciu v\u00fdkonu, nie na overite\u013enos\u0165 v\u00fdstupov. V DAITABLE ver\u00edme, \u017ee bud\u00facnos\u0165 AI le\u017e\u00ed v syst\u00e9moch, ktor\u00e9 s\u00fa glass box. Preto budujeme architekt\u00faru, kde kroky syst\u00e9mu s\u00fa komunikovan\u00e9 smerom na pou\u017e\u00edvate\u013eova, ka\u017ed\u00fd v\u00fdstup mus\u00ed by\u0165 overite\u013en\u00fd a ka\u017ed\u00e1 limit\u00e1cia syst\u00e9mu komunikovan\u00e1.<\/p>\n<\/div>\n\n

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Kde vid\u00edte bud\u00facnos\u0165 DAILIBORA a ako bude prehlbova\u0165 spolupr\u00e1cu medzi technol\u00f3giou a \u013eu\u010fmi?<\/strong><\/h4>\n<\/div>\n\n
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Cie\u013eom je evol\u00facia n\u00e1\u0161ho syst\u00e9mu od reakt\u00edvneho asistenta smerom k proakt\u00edvnemu energetick\u00e9mu partnerovi. V najbli\u017e\u0161ej bud\u00facnosti budeme nasadzova\u0165 automatizovan\u00e9 reporty doru\u010den\u00e9 priamo pou\u017e\u00edvate\u013eom s identifikovan\u00fdmi \u00fasporami a anom\u00e1liami, bez toho aby museli akt\u00edvne zad\u00e1va\u0165 ot\u00e1zky.\u00a0 Dlhodob\u00fdm z\u00e1merom je prepojenie s na\u0161\u00edm cel\u00fdm produktov\u00fdm portf\u00f3liom, kde DAILIBOR bude sl\u00fa\u017ei\u0165 ako analytick\u00e1 vrstva medzi surov\u00fdmi priemyseln\u00fdmi d\u00e1tami a \u013eudsk\u00fdm rozhodovan\u00edm. Cie\u013eom je aby sa pou\u017e\u00edvate\u013e mohol venova\u0165 tomu, v \u010dom je nenahradite\u013en\u00fd: strategick\u00e9mu rozhodovaniu a vedeniu podniku.<\/p>\n<\/div>\n\n

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Tom\u00e1\u0161 T\u00e1nczos sa profesijne venuje najm\u00e4 pr\u00e1ci s d\u00e1tami – od d\u00e1tov\u00e9ho in\u017einierstva a predikt\u00edvnych ML modelov po nasadzovanie end-to-end rie\u0161en\u00ed v produkcii. Vy\u0161tudoval softv\u00e9rov\u00e9 in\u017einierstvo na STU v Bratislave, kde v s\u00fa\u010dasnosti pokra\u010duje ako doktorand s dizert\u00e1ciou zameranou na interpretovate\u013enos\u0165 deep learning met\u00f3d v medic\u00edne. V DAITABLE vedie d\u00e1tov\u00fd t\u00edm a zodpoved\u00e1 za v\u00fdvoj analytick\u00e9ho enginu a multi-agentov\u00e9ho AI chatbota DAIVE pre priemyseln\u00fa energetick\u00fa analytiku. T\u00e9mam d\u00f4veryhodnej AI sa venuje z oboch str\u00e1n. V praxi navrhuje architekt\u00fary zabezpe\u010duj\u00face transparentnos\u0165 a overite\u013enos\u0165 AI v\u00fdstupov, v akademickom v\u00fdskume rie\u0161i vysvetlite\u013enos\u0165 modelov.<\/p>\n<\/div>\n\n

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<\/p>\n<\/div>\n\n

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Tom\u00e1\u0161 T\u00e1nczos
Software Engineer Team Lead, DAITABLE<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n
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\"\"<\/a><\/figure>\n<\/div><\/div>\n<\/div>\n\n
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<\/div>\n<\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Tohtoro\u010dn\u00fdch finalista AI Awards DAITABLE, je slovensk\u00e1 technologick\u00e1 spolo\u010dnos\u0165, ktor\u00e1 pom\u00e1ha firm\u00e1m zni\u017eova\u0165 n\u00e1klady na energie a zvy\u0161ova\u0165 udr\u017eate\u013enos\u0165 prostredn\u00edctvom pokro\u010dilej automatizovanej anal\u00fdzy d\u00e1t a umelej inteligencie. Spolo\u010dnos\u0165 vyv\u00edja vlastn\u00fd…<\/p>\n","protected":false},"author":43,"featured_media":42553,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83,542],"tags":[420,426],"class_list":["post-42526","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-2026-sk","tag-ai-ethics-sk","tag-trustworthy-ai-sk"],"acf":[],"yoast_head":"\nFinalista AI Awards: DAITABLE a energetick\u00e1 AI, ktorej v\u00fdstupom je d\u00f4vera - KInIT<\/title>\n<meta name=\"description\" content=\"Tohtoro\u010dn\u00fdch finalista AI Awards DAITABLE, je slovensk\u00e1 technologick\u00e1 spolo\u010dnos\u0165, ktor\u00e1 pom\u00e1ha firm\u00e1m zni\u017eova\u0165 n\u00e1klady.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/ai-awards-finalist-daitable-and-energy-ai-built-on-trust\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Finalista AI Awards: DAITABLE a energetick\u00e1 AI, ktorej v\u00fdstupom je d\u00f4vera - 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