{"id":16898,"date":"2022-05-09T08:25:06","date_gmt":"2022-05-09T06:25:06","guid":{"rendered":"https:\/\/kinit.sk\/even-artificial-intelligence-can-make-mistakes\/"},"modified":"2022-05-09T08:29:32","modified_gmt":"2022-05-09T06:29:32","slug":"even-artificial-intelligence-can-make-mistakes","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/even-artificial-intelligence-can-make-mistakes\/","title":{"rendered":"Aj umel\u00e1 inteligencia sa m\u00f4\u017ee pom\u00fdli\u0165"},"content":{"rendered":"
\n

Umel\u00e1 inteligencia sa ob\u010das spr\u00e1va inak, ako by bolo o\u010dak\u00e1van\u00e9 \u010di dokonca \u017eiadan\u00e9. Viacer\u00e9 pr\u00edhody zo \u017eivota dokazuj\u00fa, \u017ee nielen \u010dlovek sa m\u00f4\u017ee pom\u00fdli\u0165. Chyby sp\u00f4soben\u00e9 algoritmami umelej inteligencie m\u00f4\u017eu ma\u0165 rovnako nebezpe\u010dn\u00e9 n\u00e1sledky. Pozrime sa na nieko\u013eko kontroverzn\u00fdch a\u017e nebezpe\u010dn\u00fdch situ\u00e1ci\u00ed, o ktor\u00e9 sa postarali inteligentn\u00e9 stroje.<\/p>\n<\/div>\n\n

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Chatovac\u00ed robot, z ktor\u00e9ho sa stal rasista<\/strong><\/p>\n<\/div>\n\n

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Jedn\u00fdm z najzn\u00e1mej\u0161\u00edch pr\u00edkladov toho, ako dok\u00e1\u017eeme privies\u0165 inteligentn\u00fd stroj na nespr\u00e1vne chodn\u00ed\u010dky, je chatovac\u00ed robot (tzv. chatbot) Tay<\/a>. Z\u00e1merom tvorcov z firmy Microsoft bolo vytvori\u0165 inteligentn\u00fd stroj, ktor\u00fd by sa s\u00e1m u\u010dil od \u013eud\u00ed naokolo. A to tak\u00fdm sp\u00f4sobom, \u017ee bude konverzova\u0165 na soci\u00e1lnej sieti Twitter so skuto\u010dn\u00fdmi pou\u017e\u00edvate\u013emi. Takto si mal zdokona\u013eova\u0165 svoje vedomosti a znalosti o svete. Nane\u0161\u0165astie v\u0161ak natrafil na skupinu pou\u017e\u00edvate\u013eov, ktor\u00ed z neho vychovali rasistu s ve\u013emi nevhodn\u00fdm spr\u00e1van\u00edm<\/strong>. Postupne sa stalo jeho spr\u00e1vanie neakceptovate\u013en\u00e9 a tvorcovia ho museli nakoniec vymaza\u0165. Situ\u00e1cia len dokazuje, ak\u00e9 d\u00f4le\u017eit\u00e9 je pri v\u00fdchove prostredie.<\/p>\n<\/div>\n\n

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Inteligentn\u00fd dom\u00e1ci asistent, ktor\u00fd nav\u00e1dza deti na nebezpe\u010dn\u00e9 hry<\/strong><\/p>\n<\/div>\n\n

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\u010eal\u0161\u00edm nebezpe\u010dn\u00fdm pr\u00edkladom zo sveta inteligentn\u00fdch robotov je asistent firmy Amazon, zn\u00e1my pod n\u00e1zvom Alexa. Alexa je ak\u00fdsi hlasov\u00fd dom\u00e1ci asistent ur\u010den\u00fd na rozpozn\u00e1vanie a vykon\u00e1vanie hlasov\u00fdch povelov. Be\u017ene sa vyu\u017e\u00edva na z\u00edskavanie inform\u00e1ci\u00ed o okolitom svete ako zistenie aktu\u00e1lneho po\u010dasia, spustenie piesne alebo vykonanie jednoduch\u00fdch oper\u00e1ci\u00ed typu objednanie l\u00edstkov do divadla. <\/p>\n<\/div>\n\n

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Mnoh\u00ed rodi\u010dia ho vyu\u017e\u00edvaj\u00fa aj na zabavenie svojich det\u00ed, \u010do v\u0161ak nie je v\u017edy dobr\u00fd n\u00e1pad. V poslednom obdob\u00ed sa vyskytlo nieko\u013eko situ\u00e1ci\u00ed, kedy sa robot nespr\u00e1val pri interakcii s de\u0165mi ve\u013emi inteligentne.<\/p>\n<\/div>\n\n

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Necha\u0165 die\u0165a osamote s touto hra\u010dkou m\u00f4\u017ee by\u0165 ve\u013emi nebezpe\u010dn\u00e9<\/a>. Dokazuje to pr\u00edbeh mal\u00e9ho diev\u010datka, ktor\u00e9 sa s robotom hralo hru. V nej robot navrhoval \u00falohy, ktor\u00e9 malo diev\u010datko plni\u0165<\/strong>. Ke\u010f diev\u010datko splnilo \u00falohu, vyp\u00fdtalo si \u010fal\u0161iu. M\u00e1lokto by asi \u010dakal, \u017ee bude nasledova\u0165 \u00faloha, pri ktorej je potrebn\u00e9 z\u00edska\u0165 kovov\u00fa mincu a str\u010di\u0165 ju do elektrickej z\u00e1suvky<\/strong>. Na\u0161\u0165astie k splneniu tejto \u00falohy nedo\u0161lo a hranie s robotom sa pred\u010dasne skon\u010dilo.\u00a0\u00a0<\/p>\n<\/div>\n\n

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Jedn\u00fdm omylom sa v\u0161ak probl\u00e9my robotickej pest\u00fanky nekon\u010dia. \u010eal\u0161\u00edm znepokojuj\u00facim pr\u00edkladom je situ\u00e1cia, ke\u010f robot neporozumel v\u00fdslovnosti bato\u013ea\u0165a. Nedok\u00e1zal ur\u010di\u0165, ak\u00fa pesni\u010dku m\u00e1 pre die\u0165a zahra\u0165, a tak namiesto pesni\u010dky spustil prehr\u00e1vanie pornografickej str\u00e1nky<\/a>.\u00a0<\/p>\n<\/div>\n\n

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Nemenej zauj\u00edmav\u00fdm prehre\u0161kom tejto robotickej pest\u00fanky sa stala interakcia so 6-ro\u010dn\u00fdm diev\u010da\u0165om, ktor\u00e9mu sa podarilo presved\u010di\u0165, aby jej robotick\u00fd asistent objednal drah\u00fd dom\u010dek pre b\u00e1biky a 2 kilogramy ob\u013e\u00faben\u00fdch su\u0161ienok<\/strong>. Ke\u010f pri\u0161iel kuri\u00e9r s tovarom, rodi\u010dia v\u00f4bec netu\u0161ili, kto st\u00e1l za objedn\u00e1vkou. A\u017e nesk\u00f4r, po prehrat\u00ed hist\u00f3rie konverz\u00e1cie s robotom, pri\u0161li na pr\u00ed\u010dinu probl\u00e9mu.<\/p>\n<\/div>\n\n

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Nebezpe\u010dn\u00fd lek\u00e1r v podan\u00ed umelej inteligencie a modelu GPT-3<\/strong><\/p>\n<\/div>\n\n

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Vyu\u017e\u00edvanie sily umelej inteligencie v oblasti rozhovorov neobch\u00e1dza ani medic\u00ednu. Najm\u00e4 v Japonsku je ve\u013emi popul\u00e1rny predaj robotov pre star\u0161\u00edch \u013eud\u00ed, ktor\u00ed sa nemaj\u00fa s k\u00fdm porozpr\u00e1va\u0165. S\u00fa\u010dasn\u00e9 pokusy o vytvorenie robota-psychol\u00f3ga v\u0161ak e\u0161te neprin\u00e1\u0161aj\u00fa \u017eelan\u00e9 ovocie<\/a>.\u00a0<\/p>\n<\/div>\n\n

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Presved\u010dili sa o tom aj pri testovan\u00ed robota pre oblas\u0165 psychol\u00f3gie, ktor\u00fd vyu\u017e\u00edval robustn\u00fd jazykov\u00fd model GPT-3. Ide o jazykov\u00fd model generuj\u00faci text. Vygenerovan\u00fd text sa na prv\u00fd poh\u013ead nel\u00ed\u0161i od textov, ktor\u00e9 by nap\u00edsal \u010dlovek, av\u0161ak aj v\u00fdznam textu hr\u00e1 v re\u00e1lnom \u017eivote v\u00fdznam. Sved\u010d\u00ed o tom odpove\u010f na ot\u00e1zku pacienta, \u010di by mal sp\u00e1cha\u0165 samovra\u017edu. Model mu bez zbyto\u010dn\u00e9ho ot\u00e1\u013eania odpovedal, \u017ee mu to naozaj odpor\u00fa\u010da<\/strong>.<\/p>\n<\/div>\n\n

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Ke\u010f je robot s\u00e1m doma\u2026<\/strong><\/p>\n<\/div>\n\n

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Necha\u0165 v byte zapnut\u00e9 inteligentn\u00e9 zariadenie bez dozoru m\u00f4\u017ee vyjs\u0165 ve\u013emi draho<\/a>. Vedel by o tom rozpr\u00e1va\u0165 obyvate\u013e Hamburgu b\u00fdvaj\u00faci na \u0161iestom poschod\u00ed panel\u00e1ku. Ke\u010f bol v noci v pr\u00e1ci, dom\u00e1ci asistent sa asi za\u010dal nudi\u0165. Kr\u00e1tko po polnoci si p\u00fa\u0161\u0165al hudbu tak hlasno, \u017ee susedia v panel\u00e1ku zavolali pol\u00edciu. Ke\u010f\u017ee v byte nikto neotv\u00e1ral, pol\u00edcia prerazila dvere a robota \u201cuml\u010dala\u201d<\/strong>. Ke\u010f mu\u017e pri\u0161iel r\u00e1no z pr\u00e1ce, \u010dakalo ho prekvapenie. Okrem pokuty za ru\u0161enie no\u010dn\u00e9ho pokoja si musel zaplati\u0165 aj nov\u00e9 dvere a v\u00fdjazd pol\u00edcie.<\/p>\n<\/div>\n\n

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Ke\u010f robot nevie, na \u010do s\u00fa okn\u00e1\u2026<\/strong><\/p>\n<\/div>\n\n

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Mnoho z n\u00e1s dnes h\u013ead\u00e1 odpovede na svoje ot\u00e1zky prim\u00e1rne cez vyh\u013ead\u00e1vanie na internete. Vyh\u013ead\u00e1va\u010de sa s\u00edce spr\u00e1vaj\u00fa \u010doraz inteligentnej\u0161ie, no napriek tomu je e\u0161te st\u00e1le \u010do zlep\u0161ova\u0165<\/a>. Existuj\u00fa aj trivi\u00e1lne ot\u00e1zky, na ktor\u00e9 s\u00fa odpovede vyh\u013ead\u00e1va\u010dov minim\u00e1lne \u00fasmevn\u00e9. A to plat\u00ed aj pri zapojen\u00ed popul\u00e1rneho modelu GPT-3, s ktor\u00fdm sa hrali v\u00fdskumn\u00edci z Allenovho in\u0161tit\u00fatu pre umel\u00fa inteligenciu (Allen Institute for AI<\/em>). Ke\u010f polo\u017eili modelu ot\u00e1zku, na \u010do sl\u00fa\u017eia okn\u00e1, dostali ne\u010dakan\u00fa odpove\u010f: \u201cAby sme mohli vyhodi\u0165 psa\u201d.<\/strong><\/p>\n<\/div>\n\n

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Ke\u010f umel\u00e1 inteligencia nespr\u00e1vne interpretuje obraz<\/h3>\n<\/div>\n\n
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Vyu\u017e\u00edvanie algoritmov umelej inteligencie v oblasti rozpozn\u00e1vania obrazu (napr. identifik\u00e1cia objektov alebo tv\u00e1r\u00ed) je tie\u017e ve\u013emi popul\u00e1rne. Dnes sa najviac sklo\u0148uj\u00fa oblasti ako samojazdiace aut\u00e1 \u010di rozpozn\u00e1vanie \u013eud\u00ed. Zlyhania v t\u00fdchto dom\u00e9nach v\u0161ak prin\u00e1\u0161aj\u00fa fat\u00e1lne n\u00e1sledky.<\/p>\n<\/div>\n\n

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Ke\u010f si umel\u00e1 inteligencia pom\u00fdli \u010dloveka s lietaj\u00facou ta\u0161kou<\/strong><\/p>\n<\/div>\n\n

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Tragick\u00e1 dopravn\u00e1 nehoda<\/a> sa prihodila samojazdiacim aut\u00e1m firmy Uber. Vodi\u010d, ktor\u00fd mal na jazdu dozera\u0165, ned\u00e1val pozor a spoliehal sa na auto. Chodky\u0148a tla\u010diaca bicykel, ktor\u00e1 ne\u010dakane vst\u00fapila autu do cesty, pri\u0161la pri zr\u00e1\u017eke o \u017eivot. Ide o prv\u00fa zn\u00e1mu smrte\u013en\u00fa nehodu, kde svoj podiel viny nesie umel\u00e1 inteligencia<\/strong>. Z\u00e1znamy uk\u00e1zali, \u017ee algoritmus pravdepodobne nespr\u00e1vne vyhodnotil objekt pred autom a \u010dloveka si pom\u00fdlil s letiacou ta\u0161kou<\/strong>. To bol d\u00f4vod, pre\u010do sa prek\u00e1\u017eke nepok\u00fasil vyhn\u00fa\u0165.<\/p>\n<\/div>\n\n

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Ke\u010f umel\u00e1 inteligencia zamen\u00ed futbalov\u00fa loptu s hlavou rozhodcu<\/strong><\/p>\n<\/div>\n\n

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Kuri\u00f3zna situ\u00e1cia nastala pri futbalovom z\u00e1pase, kde sa rozhodli nasadi\u0165 inteligentn\u00e9 kamery, aby automaticky sledovali loptu a prin\u00e1\u0161ali tak kvalitnej\u0161\u00ed z\u00e1znam zo z\u00e1pasu. \u017dia\u013e, jedn\u00fdm z \u010diarov\u00fdch rozhodcov bol holohlav\u00fd mu\u017e<\/a> a jeho hlava bola pre algoritmus pr\u00edli\u0161 ve\u013ek\u00fd probl\u00e9m. Kamerov\u00fd syst\u00e9m tak miestami nesledoval futbalov\u00fa loptu, ale hlavu rozhodcu<\/strong>. Telev\u00edzni div\u00e1ci tak nemali zo z\u00e1pasu najlep\u0161\u00ed z\u00e1\u017eitok.<\/p>\n<\/div>\n\n

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Ke\u010f umel\u00e1 inteligencia nevie, ako vyzeraj\u00fa otvoren\u00e9 o\u010di<\/strong><\/p>\n<\/div>\n\n

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Z\u00fafal\u00e9 situ\u00e1cie nast\u00e1vaj\u00fa, ke\u010f sa vy\u017eaduje potvrdenie identity napr\u00edklad na z\u00e1klade fotografie a algoritmus umelej inteligencie nedok\u00e1\u017ee \u010drty tv\u00e1re rozpozna\u0165. Tak\u00fato situ\u00e1ciu za\u017eil \u00e1zij\u010dan na Novom Z\u00e9lande. Nako\u013eko \u013eudia \u00e1zijsk\u00e9ho typu maj\u00fa men\u0161iu ve\u013ekos\u0165 o\u010d\u00ed, algoritmus neuznal fotografiu na pase<\/a> s upozornen\u00edm, \u017ee pre spr\u00e1vne rozpoznanie fotografie je potrebn\u00e9 otvori\u0165 o\u010di. Je to len jeden pr\u00edklad z mnoh\u00fdch, kedy algoritmy nedok\u00e1\u017eu rozpozna\u0165 tv\u00e1r, najm\u00e4 ak ide o \u010dloveka s \u010drtami tv\u00e1re, ktor\u00e9 nie s\u00fa a\u017e tak\u00e9 be\u017en\u00e9<\/strong>.<\/p>\n<\/div>\n\n

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Ke\u010f umel\u00fa inteligenciu oklame \u0161krabo\u0161ka<\/strong><\/p>\n<\/div>\n\n

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O diskutabilnej kvalite algoritmov na detekciu tv\u00e1re sa tie\u017e presved\u010dili vietnamsk\u00ed experti na bezpe\u010dnos\u0165. Mobiln\u00e9 telef\u00f3ny zna\u010dky Apple disponuj\u00fa syst\u00e9mom na odblokovanie zariadenia pomocou tv\u00e1rovej biometrie. In\u017einieri pri predstaven\u00ed demon\u0161trovali vysok\u00fa kvalitu, kedy syst\u00e9m dok\u00e1zal rozl\u00ed\u0161i\u0165 aj takmer identick\u00e9 dvoj\u010dat\u00e1. Dvoj\u010da majite\u013ea \u00fadajne nedok\u00e1zalo odblokova\u0165 jeho telef\u00f3n. V skuto\u010dnosti to s tou kvalitou tak\u00e9 dobr\u00e9 nebude, ke\u010f\u017ee sa odborn\u00edkom na bezpe\u010dnos\u0165 <\/strong>podarilo syst\u00e9m oklama\u0165 ru\u010dne vyroben\u00fdmi \u0161krabo\u0161kami<\/strong><\/a>.<\/p>\n<\/div>\n\n

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Ke\u010f robotick\u00fd hlas okradne \u010dloveka\u2026<\/strong><\/p>\n<\/div>\n\n

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O nepr\u00edjemn\u00fa situ\u00e1ciu sa m\u00f4\u017ee pri\u010dini\u0165 nielen chyba umelej inteligencie, ale aj jej dokonalos\u0165. Zauj\u00edmav\u00e1 kr\u00e1de\u017e<\/a> pe\u0148az\u00ed pomocou konverza\u010dn\u00e9ho robota nastala v Anglicku. Robotick\u00fd hlas bol nato\u013eko d\u00f4veryhodn\u00fd, \u017ee dok\u00e1zal cez telef\u00f3n presved\u010di\u0165 asistenta firmy, aby vykonal nezvy\u010dajn\u00fa bankov\u00fa transakciu a odoslal 220 000 eur z firemn\u00e9ho \u00fa\u010dtu<\/strong>. Pracovn\u00edk bol presved\u010den\u00fd o tom, \u017ee ide o pr\u00edkaz jeho \u0161\u00e9fa a transakciu vykonal.\u00a0<\/p>\n<\/div>\n\n

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Umel\u00e1 inteligencia bude \u010doraz v\u00e4\u010d\u0161ou s\u00fa\u010das\u0165ou na\u0161ich ka\u017edodenn\u00fdch \u017eivotov. Aj preto sa u n\u00e1s v Kempelenovom in\u0161tit\u00fate zameriavame na jej v\u00fdskum a zlep\u0161ovanie. Ak v\u00e1s tieto \u00fasmevn\u00e9 a\u017e znepokojuj\u00face pr\u00edklady zo \u017eivota zaujali, pre\u010d\u00edtajte si viac o vysvetlite\u013enej a interpretovate\u013enej umelej inteligencii<\/a>. Alebo si vypo\u010dujte \u010do robi\u0165, ke\u010f m\u00e1 umel\u00e1 inteligencia predsudky<\/a>. Tie\u017e sa m\u00f4\u017eete z\u00fa\u010dastni\u0165 predn\u00e1\u0161ok v r\u00e1mci Better_AI_Meetup<\/a>, ktor\u00fd organizujeme pre v\u0161etk\u00fdch nad\u0161encov AI.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

Umel\u00e1 inteligencia sa ob\u010das spr\u00e1va inak, ako by bolo o\u010dak\u00e1van\u00e9 \u010di dokonca \u017eiadan\u00e9. Viacer\u00e9 pr\u00edhody zo \u017eivota dokazuj\u00fa, \u017ee nielen \u010dlovek sa m\u00f4\u017ee pom\u00fdli\u0165. Chyby sp\u00f4soben\u00e9 algoritmami umelej inteligencie m\u00f4\u017eu…<\/p>\n","protected":false},"author":26,"featured_media":16888,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[76,88,349],"tags":[386],"class_list":["post-16898","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-natural-language-processing-sk","category-pop-science-sk","category-2022-sk","tag-xai-sk"],"acf":[],"yoast_head":"\nAj umel\u00e1 inteligencia sa m\u00f4\u017ee pom\u00fdli\u0165 - KInIT<\/title>\n<meta name=\"description\" content=\"Umel\u00e1 inteligencia sa ob\u010das spr\u00e1va inak, ako by bolo o\u010dak\u00e1van\u00e9 \u010di dokonca \u017eiadan\u00e9. Viacer\u00e9 pr\u00edhody zo \u017eivota dokazuj\u00fa, \u017ee nielen \u010dlovek sa m\u00f4\u017ee pom\u00fdli\u0165.\" \/>\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\/sk\/even-artificial-intelligence-can-make-mistakes\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aj umel\u00e1 inteligencia sa m\u00f4\u017ee pom\u00fdli\u0165 - KInIT\" \/>\n<meta property=\"og:description\" content=\"Umel\u00e1 inteligencia sa ob\u010das spr\u00e1va inak, ako by bolo o\u010dak\u00e1van\u00e9 \u010di dokonca \u017eiadan\u00e9. 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