{"id":23281,"date":"2022-11-28T13:08:02","date_gmt":"2022-11-28T12:08:02","guid":{"rendered":"https:\/\/kinit.sk\/project\/societal-biases-in-slovak-ai-gender-biases\/"},"modified":"2023-10-03T11:34:54","modified_gmt":"2023-10-03T09:34:54","slug":"societal-biases-in-slovak-ai-gender-biases","status":"publish","type":"project","link":"https:\/\/kinit.sk\/sk\/projekt\/societal-biases-in-slovak-ai-gender-biases\/","title":{"rendered":"Spolo\u010densk\u00e9 predsudky v slovenskej umelej inteligencii: rodov\u00e9 predsudky"},"content":{"rendered":"
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Ak sa syst\u00e9my umelej inteligencie nepou\u017e\u00edvaj\u00fa spr\u00e1vne, m\u00f4\u017ee nasta\u0165 situ\u00e1cia, \u017ee sa tieto syst\u00e9my spr\u00e1vaj\u00fa vo\u010di ur\u010dit\u00fdm \u013eu\u010fom diskrimina\u010dne alebo netolerantne. O zaujatosti modelov umelej inteligencie pracuj\u00facich so sloven\u010dinou vsak nevieme takmer ni\u010d. KInIT z\u00edskal od Ve\u013evyslanectva USA v Bratislave financovanie na v\u00fdskum fenom\u00e9nu predsudkov v umelej inteligencii. Cie\u013eom projektu je zv\u00fd\u0161enie povedomia o tejto problematike a poskytnutie poznatkov a odpor\u00fa\u010dan\u00ed r\u00f4znym zainteresovan\u00fdm stran\u00e1m v oblasti umelej inteligencie na Slovensku. Projekt je realizovan\u00fd v spolupr\u00e1ci s odborn\u00ed\u010dkami a odborn\u00edkmi z USA.<\/h5>\n<\/div>\n\n
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Umel\u00e1 inteligencia sa st\u00e1va neodmyslite\u013enou s\u00fa\u010das\u0165ou n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. Prich\u00e1dzame s \u0148ou do kontaktu pri pou\u017e\u00edvan\u00ed smartf\u00f3nov, prehliadan\u00ed internetov\u00fdch str\u00e1nok, vyh\u013ead\u00e1van\u00ed inform\u00e1ci\u00ed, pr\u00e1ci s fotografiami, online nakupovan\u00ed, at\u010f. Hoci n\u00e1m aplik\u00e1cie umelej inteligencie poskytuj\u00fa mnoho u\u017eito\u010dn\u00fdch funkci\u00ed, prin\u00e1\u0161aj\u00fa so sebou aj ist\u00e9 rizik\u00e1. Medzi najv\u00fdznamnej\u0161ie v\u00fdzvy pre umel\u00fa inteligenciu m\u00f4\u017eeme zaradi\u0165 aj ot\u00e1zku spolo\u010densk\u00fdch predsudkov a f\u00e9rovej AI.<\/a> <\/p>\n<\/div>\n\n

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Pod spolo\u010densk\u00fdmi predsudkami rozumieme jav, ke\u010f sa v\u00fdstupy inteligentn\u00fdch syst\u00e9mov   vyzna\u010duj\u00fa diskrimina\u010dn\u00fdm, netolerantn\u00fdm alebo podobne problematick\u00fdm pr\u00edstupom vo\u010di r\u00f4znym demografick\u00fdm skupin\u00e1m (napr. na z\u00e1klade rodu, etnick\u00e9ho p\u00f4vodu, veku), predov\u0161etk\u00fdm ak ide o \u013eud\u00ed z marginalizovan\u00fdch komun\u00edt. <\/p>\n<\/div>\n\n

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Syst\u00e9my umelej inteligencie sa vytv\u00e1raj\u00fa pomocou \u00fadajov zhroma\u017eden\u00fdch z re\u00e1lneho sveta. M\u00f4\u017ee sa teda sta\u0165, \u017ee umel\u00e1 inteligencia preberie od n\u00e1s aj na\u0161e kult\u00farne a historick\u00e9 predsudky<\/a>. Ot\u00e1zky t\u00fdkaj\u00face sa algoritmickej f\u00e9rovosti, spravodlivosti a nediskrimin\u00e1cie sa preto st\u00e1vaj\u00fa k\u013e\u00fa\u010dov\u00fdmi v aktu\u00e1lnych diskusi\u00e1ch o d\u00f4veryhodnosti syst\u00e9mov umelej inteligencie v otvoren\u00fdch a demokratick\u00fdch spolo\u010dnostiach. Tieto ot\u00e1zky s\u00fa tie\u017e predmetom regul\u00e1cie, napr\u00edklad v s\u00favislosti s antidiskrimina\u010dn\u00fdmi z\u00e1konm<\/a>i.<\/p>\n<\/div>\n\n

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Rodov\u00e9 predsudky sa m\u00f4\u017eu prejavova\u0165 r\u00f4znymi sp\u00f4sobmi, ako napr\u00edklad:<\/p>\n<\/div>\n\n

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  1. Nes\u00falad v\u00fdstupov v pr\u00edpadoch, kedy umel\u00e1 inteligencia rob\u00ed predikcie pre r\u00f4zne skupiny \u013eud\u00ed (napr. model, ktor\u00fd predpoved\u00e1, koho prija\u0165 do zamestnania, m\u00f4\u017ee da\u0165 ni\u017e\u0161ie sk\u00f3re \u017een\u00e1m),<\/li>\n<\/div>\n\n
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  2. Rozdielna chybovos\u0165, ke\u010f umel\u00e1 inteligencia rob\u00ed viac ch\u00fdb pri spracovan\u00ed \u00fadajov od r\u00f4znych skup\u00edn \u013eud\u00ed (napr. umel\u00e1 inteligencia na rozpozn\u00e1vanie re\u010di, ktor\u00e1 rob\u00ed viac ch\u00fdb pri spracovan\u00ed hlasov \u017eien),<\/li>\n<\/div>\n\n
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  3. Generovanie problematick\u00e9ho obsahu, ke\u010f umel\u00e1 inteligencia, ktor\u00e1 sa pou\u017e\u00edva na generovanie textu alebo obr\u00e1zkov, vyprodukuje problematick\u00fd obsah.<\/li>\n<\/div><\/ol>\n<\/div>\n\n
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    Mus\u00edme si uvedomi\u0165, \u017ee aj v syst\u00e9moch, ktor\u00e9 pou\u017e\u00edva \u0161irok\u00e1 verejnos\u0165, m\u00f4\u017eu existova\u0165 podobn\u00e9 predsudky. Je preto d\u00f4le\u017eit\u00e9, aby sme sa ich pok\u00fasili opravi\u0165 sk\u00f4r, ne\u017e sp\u00f4sobia ne\u017eelan\u00fa \u0161kodu.<\/p>\n<\/div>\n\n

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    Za n\u00e1\u0161 prv\u00fd projektov\u00fd cie\u013e sme si stanovili presk\u00fama\u0165 rodov\u00e9 predsudky v syst\u00e9moch umelej inteligencie, ktor\u00e9 s\u00fa relevantn\u00e9 pre Slovensko a slovensk\u00fd jazyk. V r\u00e1mci n\u00e1\u0161ho v\u00fdskumu budeme zbiera\u0165 \u00fadaje od \u013eud\u00ed, ktor\u00e9 potom vyu\u017eijeme na metodick\u00e9 vyhodnotenie a kontrolu vybran\u00fdch syst\u00e9mov umelej inteligencie. Pr\u00ednosom tohto projektu bud\u00fa u\u017e samotn\u00e9 \u00fadaje, ktor\u00e9 by mohli v bud\u00facnosti vyu\u017ei\u0165 nielen odborn\u00ed\u010dky a odborn\u00edci na umel\u00fa inteligenciu, ale aj z in\u00fdch v\u00fdskumn\u00fdch oblast\u00ed. M\u00f4\u017eu by\u0165 pou\u017eit\u00e9 napr\u00edklad na to, aby zmerali zaujatos\u0165 svojich syst\u00e9mov umelej inteligencie. Pr\u00edpadne na to, aby sa pok\u00fasili ich zaujatos\u0165 eliminova\u0165.<\/p>\n<\/div>\n\n

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    Na\u0161\u00edm druh\u00fdm cie\u013eom je zvy\u0161ovanie povedomia verejnosti o tejto problematike. Mnoh\u00ed \u013eudia na Slovensku si toti\u017e neuvedomuj\u00fa, ako \u010dasto pou\u017e\u00edvaj\u00fa umel\u00fa inteligenciu a ak\u00e9 rizik\u00e1 sa s jej pou\u017e\u00edvan\u00edm sp\u00e1jaj\u00fa. Budeme preto komunikova\u0165 nielen s odbornou, ale aj s laickou verejnos\u0165ou. Na\u0161\u00edm cie\u013eom v tomto projekte je polo\u017ei\u0165 z\u00e1klady pre \u010fal\u0161\u00ed v\u00fdvoj syst\u00e9mov umelej inteligencie na Slovensku, ktor\u00e9 nebud\u00fa vykazova\u0165 problematick\u00e9 spr\u00e1vanie. To by mohlo prispie\u0165 k zv\u00fd\u0161eniu kvality \u017eivota \u013eud\u00ed a zlep\u0161eniu demokratickej a ob\u010dianskej spolo\u010dnosti.<\/p>\n<\/div>\n\n

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    Project team<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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    Mat\u00fa\u0161 Pikuliak<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
    Research Consultant<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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    Lead and Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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    \u0160tefan Ore\u0161ko<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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    Ethics Specialist<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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    Tento projekt je financovan\u00fd Ve\u013evyslanectvom USA v Bratislave<\/a>.<\/p>\n<\/div>\n\n

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