Ubuhlakani bokwenziwa abuseyona indawo yodwa yamalebhu nezinkampani ezinkulu zobuchwepheshe; manje sebungene ohlelweni lwezemfundo, lobuchwepheshe, kanye nolwezepolitiki eSpain. Ezinyangeni ezizayo, izikhungo eziningana zihlele imisebenzi ekhuluma ngezihloko ezisukela ekuthambekeleni kwabezindaba kuya ekwenzeni imisebenzi yezokuvakasha ngokuzenzakalela kanye nokufundisa izilimi ngamathuluzi okukhiqiza. Ingxoxo efanayo isidingo sokuthuthukisa amakhono okucabanga abucayi , hhayi nje ukufunda ukusebenzisa isofthiwe.
Ngesikhathi esifanayo, impikiswano yokuthi zingalawulwa kanjani futhi ziqashwe kanjani lezi zinhlelo iyaqhubeka nokukhula. I-European Union iqhubekela phambili nokuqaliswa koMthethonqubo we-AI, kuyilapho uhulumeni waseSpain ethule uhlelo lwe-IA360, isu elihlanganisa ukuphepha, ukubala, kanye nokuzimela kwedatha. Ngakho-ke ukuqeqeshwa kuvela njengento ebalulekile ekuvimbeleni ukucwasa komlando ukuthi kuphindaphindwe emishinini.
Uhlelo olugcwele lwezingqungquthela nezingqungquthela
I-Spanish Confederation of People with Physical and Organic Disabilities (COCEMFE) kanye ne-Faculty of Information Sciences e-Complutense University of Madrid bahlela ingqungquthela ethi 'Journalism, Disability, and Artificial Intelligence: The Narrative Inherited by the Machine'. Izoba ngoSepthemba 30, 2026, kusukela ngo-9:00 AM kuya ku-13:00 PM, eLuis GarcÃa Berlanga Conference Room, kokubili mathupha kanye namafomethi aku-inthanethi. Lo mcimbi uzohlaziya ukuthi imibono engajwayelekile kanye nokungamelwa kahle kwabezindaba kungagcina kanjani kudatha yokuqeqesha futhi kwandiswe yi-algorithms.
Intatheli, umethuli, kanye noprofesa uLaila Jiménez bazosingatha uhlelo oluhlukaniswe ngezigaba ezintathu. Elokuqala, elimayelana nezindaba zabezindaba, lizoveza uJosé Antonio Solves wase-CEU Cardenal Herrera University. Elesibili, eligxile kwezobuchwepheshe, lizokwethulwa ngu-Adrián Moreno, uchwepheshe kwezobunhloli be-cyber kanye nokuxhumana kwedijithali. Elesithathu lizoba yingxoxo yephaneli nezintatheli ezikhethekile ezifana noDavid MartÃnez Menayo (Servimedia), Merche Borja (20 Minutos), Guillermo Infantes (Newtral.es), Belen Remacha (El PaÃs), kanye noManuel MartÃnez (RNE).
Lo mcimbi uhloselwe abafundi bezintatheli, izintatheli ezisebenzayo, kanye nabantu abanethonya lomphakathi. Izihloko zizofaka phakathi ukubika ngabantu abakhubazekile, ukukhetha ulimi, izindlela zokuhlela, ingcindezi yama-algorithms, kanye nezinyathelo eziqondile zamagumbi ezindaba. Ukubhalisa kuvuliwe, futhi lo mcimbi uxhaswe yi-Ministry of Social Rights, Consumer Affairs, kanye ne-Ajenda 2030's 0,7% allocation.
Izifundo zokuletha i-AI kwezokuvakasha kanye nasemakilasini
Emphakathini waseValencian, i-Invat.tur ibambe uhlelo lwesithathu lwesifundo sayo esithi 'Artificial Intelligence Applied to Tourism Management' ngoNovemba. Ukuqeqeshwa kuzokwenzeka mathupha futhi kwenzeka eCastellón, e-Alicante, eBenidorm, naseValencia. Kunezigaba ezimbili: eziyisisekelo eCastellón (Novemba 2-4) nase-Alicante (Novemba 16-18); futhi ziqhubekele phambili eBenidorm (Novemba 23-25) naseValencia (Novemba 30-Disemba 1). Amakilasi aqala ngo-9:30 ekuseni kuya ku-12:30 ntambama, athatha amahora ayisishiyagalolunye endaweni ngayinye.
Umgomo uwukuthi ochwepheshe nabaphathi bezindawo okufanele bafunde ukuthi bangazisebenzisa kanjani imisebenzi ngokuzenzakalelayo futhi bakhe ama-ejenti e-AI azimele akwazi ukusesha ulwazi nokuphendula imibuzo. Ukuqinisekisa imiphumela ethembekile, kugcizelelwa ukubaluleka kokusungula imikhawulo kanye nezilawuli. Izindawo zinqunyelwe , futhi ukubhaliswa kuphathwa ngamafomu anikezwe yindawo ngayinye. Uma unemibuzo, sicela uxhumane ne- [email protected]
INyuvesi yaseValencia nayo ihlanganyela neseminari ehlanganisiwe eholwa nguLilit Kharatian waseNyuvesi yaseHeidelberg. Enesihloko esithi 'GenAI in Language Education: From Prompting to Pedagogical Practice', izobanjelwa mhla ziyi-8 kuMfumfu 2026, ngo-15:00 ntambama eGumbini Lomhlangano le-Faculty of Philology, Translation and Communication. Lesi seshini sixhumanisa amasu okukhuthaza nokusebenzisa kwawo okusebenzayo ekilasini.
Le seminari iyingxenye ye-Educational Innovation Project 4420568 kanye nephrojekthi ye-AI-LANG CIGE2026/38, eqondiswa ngu-Anabel MartÃnez Hernández, uBegoña Clavel Arroitia, noLucÃa Bellés-Calvera. Izohlanganisa ukuhlela imisebenzi, ukudalwa kanye nokuguqulwa kwezinto, ukwesekwa kokubhala, kanye nempendulo. Le seminari izophinde ihlole indima yothisha kanye nekhono ledijithali ezindaweni ezilawulwa yi-AI. Ukuba khona kungaba mathupha noma nge-Zoom, kanye nokubhaliswa kwangaphambilini okudingekayo.
Amabanga athile emakethe eqhubeka nokukhula
Ezweni laseBasque naseNavarre, izifundo zaseyunivesithi zande zafaka phakathi iziqu ezithile ku-Artificial Intelligence kanye ne-Data Science. I-University of the Basque Country (UPV/EHU) yayiyiphayona ezingeni likazwelonke nge-Bachelor's Degree yayo ku-Artificial Intelligence, efundiswa e-Faculty of Computer Science ekhampasi yaseGipuzkoa eSan Sebastián. Uhlelo lweziqu luqukethe amakhredithi angu-240 e-ECTS futhi lunenani elilinganiselwe lezikhala ezitholakalayo.
Ukuqeqeshwa kwabo kugxile ekufundeni komshini, umbono wekhompyutha, ukucutshungulwa kolimi lwemvelo, amarobhothi ahlakaniphile, kanye nokwenza ngcono i-algorithmic. E-Bilbao, iNyuvesi yaseDeusto inikeza iDigri ye-Bachelor kuSayensi Yedatha kanye ne-Artificial Intelligence, ehlanganisa ubunjiniyela besofthiwe, ukuhlaziya okubikezelayo, kanye nokufakwa kwamamodeli. Ihlanganisa imfundo ngesiNgisi futhi inikeza izindlela zezilimi ezintathu.
EPamplona, ​​​​i-Public University of Navarre inikeza i-Bachelor's Degree kwi-Data Science, ngokugcizelela kakhulu izibalo nezibalo. Uhlelo lwayo lwezifundo luhlanganisa ukumodela okungenzeka, ukufunda komshini, kanye nokuhlaziywa kwedatha enkulu, kanye nezinhlelo zokusebenza ku-biotechnology, embonini, kanye nokudla kwezolimo. Lokhu kunikezwa kuhambisana nezinhlelo ezikhethekile ezivela eNyuvesi yaseMondragon kanye nemisebenzi ye-Institute of Data Science and Artificial Intelligence (DATAI) eNyuvesi yaseNavarre.
Umbuzo ovamile ukuthi idigri ye-AI ihluke kanjani kwidigri ye-Computer Engineering. Eminyakeni embalwa yokuqala, babelana ngokuhlela kanye nekhompyutha, kodwa amathrekhi akhethekile anezela izibalo kanye nezibalo ezengeziwe. I-algebra eqondile, i-calculus, amathuba, kanye nezibalo ziyisisekelo samanethiwekhi e-neural, ukufunda okujulile, kanye nokwenza ngcono. Ngenkathi i-Computer Engineering ihlanganisa izinhlelo zokusebenza, amanethiwekhi, isofthiwe, kanye nehadiwe, i-AI kanye nedigri yobunjiniyela bedatha zigxila kumamodeli okuqeqesha, ukucubungula ulimi lwemvelo, kanye nokuhlaziywa kwedatha.
Ukuziphatha, ukucwasa kanye nemithetho yaseYurophu
Izinhlelo ezintsha zihlanganisa okuqukethwe kokuziphatha kanye nokuphatha. Zihlola ukuchazeka kwamamodeli, ukuhlonza kanye nokunciphisa ukucwasa, kanye noMthethonqubo we-AI waseYurophu, owaziwa ngokuthi uMthetho we-AI. Ingqungquthela ye-COCEMFE kanye ne-UCM igxile enkingeni efanayo : imibono eye yaqhubeka kwabezindaba amashumi eminyaka ingadluliselwa kuma-algorithms uma idatha nezindlela zingalungiswa.
Ngasohlangothini lwezepolitiki, uhlelo lwe-IA360 olwethulwe uhulumeni waseSpain eLa Moncloa (indawo yokuhlala esemthethweni kaNdunankulu) lukhuthaza isivikelo sokuphepha kwe-inthanethi kanye nokwengamela amamodeli emingcele ahlasela kakhulu. Uhulumeni uthi ukuzilawula akusebenzi futhi ugxeka izithiyo zokungena ezifuna ukuhlanganisa ama-monopolies. Kodwa-ke, uhlelo luphinde luveze ukukhathazeka ngoba lwamukela izigaba ezivela embonini uqobo kanye ngoba uMthetho waseYurophu uphathisa ukuphathwa kwamamodeli enhloso ejwayelekile eHhovisi le-AI laseYurophu, hhayi eziphathimandleni zikazwelonke.
Isimo sokulawula saseYurophu siyaqhubeka nokubambezeleka. Amandla okusebenzisa amamodeli enhloso ejwayelekile aqala ukusebenza ngomhlaka-2 Agasti 2026, kodwa iSivumelwano seDijithali se-Omnibus, esavunywa yiPhalamende ngomhlaka-16 Juni 2026, futhi saphothulwa yiMkhandlu ngomhlaka-29 Juni, sahlehlisa izibopho zezinhlelo ezinobungozi obukhulu. I-Annex III ihlehlisiwe kuze kube nguDisemba 2, 2027, kanye nokuhlanganiswa kwe-AI emikhiqizweni elawulwayo kuze kube ngu-2 Agasti 2028. ISpain iyilungu lalowo Mkhandlu.
Okunye okusetafuleni ukuguqulwa koMthethonqubo Wokuvikelwa Kwedatha Ojwayelekile (i-GDPR). Uhlaka oluvuthwe yiNoyb luhlanganisa i-Article 88 bis, engathethelela ukucutshungulwa kwedatha yomuntu siqu ekuthuthukisweni noma ekusebenzeni kwezinhlelo ze-AI ngaphansi kwesivikelo sentshisekelo esemthethweni. Lokhu kungavumela ukusetshenziswa kwedatha eqoqwe eminyakeni edlule ngaphandle kwemvume , into engqubuzana nezixwayiso mayelana nokubandlulula namalungelo.
Kusukela ekilasini kuya embonini: izinhlelo zokusebenza zangempela
Imfundo ayipheli eyunivesithi. E-Basque Country nase-Navarre, lezi zifundo zixhumana nomkhakha okhiqizayo osuvele usebenzisa i-AI ekukhiqizeni okuthuthukisiwe kanye ne-Industry 4.0. Kunezinhlelo zokulungisa izibikezelo, ukulawulwa kwekhwalithi kusetshenziswa umbono womshini, kanye nokwenza ngcono uchungechunge lokuhlinzekwa, kanye nokuba khona embonini yezimoto kanye namathuluzi omshini. Abafundi bangabhekana nezinkinga zomhlaba wangempela ngokusebenzisa ama-internship ezifundo kanye namaphrojekthi eziqu zokugcina.
Impilo kanye ne-biomedicine kungenye insimu yokusetshenziswa. Ukuhlaziywa kwezithombe zezokwelapha, i-bioinformatics, kanye nokuhlolwa kwezidakamizwa kuthuthukiswa ezikhungweni ezifana ne-Navarrabiomed, i-CIMA, kanye ne-CIC bioGUNE. Le ecosystem ithuthukiswa kakhulu yizinhlelo ezifana ne-Basque Artificial Intelligence Center (BAIC), inethiwekhi ye-BRTA (ne-Tecnalia, i-Vicomtech, kanye ne-Tekniker), kanye ne-Navarra Digital Innovation Hub (ne-IRIS kanye ne-ADITECH). Ubuchwepheshe obengeziwe, ngezinhlelo ze-master's zezimboni kanye nezobudokotela, buqala ukubaluleka emkhakheni oshintsha ngokushesha.
Kwezokuvakasha, inkambo ye-Invat.tur ihlose ukuthuthukisa ukusebenza kwansuku zonke kwamabhizinisi nezindawo okuya kuzo. Emfundweni yolimi, iseminari yeNyuvesi yaseValencia ikhuluma ngendlela yokusebenzisa i-AI ekhiqizayo ukuhlela nokulungisa izinto nokunikeza impendulo ngaphandle kokubeka engcupheni izimiso zokufundisa. Umculo uphinde uvele engxoxweni : Umcwaningi we-UPF uXavier Serra uzochaza ukuthi i-AI ikhiqiza kanjani izingoma, ilingisa amazwi, idala izinto ezihambisanayo, futhi ihlaziya amaqoqo, kanye nezinselele ezihlobene nobuciko, amalungelo, kanye nomehluko phakathi kwemisebenzi yabantu neyokwenziwa. Idili leziphuzo lizolandela inkulumo, futhi ukubhaliswa kuzokwenziwa ngefomu.
Okufanele ukubheke ngaphambi kokubhalisa
Uma ukhetha iziqu, kufanelekile ukucabangela okungaphezu nje kwesihloko. Ukuthambekela kwezibalo kubalulekile, njengoba kunjalo nangokududuzeka ngohlelo kanye nokuxazulula izinkinga. Ubukhulu beklasi, ukufinyelela kuma-laboratory, kanye nethuba lokubamba iqhaza kumaphrojekthi nakho kubalulekile. Iziqu ezinobhaliso olulinganiselwe zivame ukunikeza ukwesekwa okuseduze kwabafundi.
Ukufunda akugcini ngokuphothula. Ijubane elisheshayo lomkhakha lisho ukuthi ukuqeqeshelwa okwengeziwe kubaluleke kakhulu, ngeziqu ze-master's, izinhlelo zobudokotela bezimboni, kanye nokusebenzisana nezinkampani nezikhungo zobuchwepheshe. Ngaphambi kokunquma, kufanelekile ukubuyekeza ikharikhulamu, iphrofayili yomfundi uhlelo ngalunye oluyifunayo, kanye nezindlela zomsebenzi ezitholakalayo.
Indawo ye-AI yaseSpain ihlanganisa izingqungquthela zobuntatheli nokukhubazeka, izingqungquthela zothisha bezilimi, izifundo zokuphatha ezokuvakasha, iziqu zaseyunivesithi eBasque Country naseNavarre, kanye nohlelo lomphakathi oluhlose ukulawula ukuphepha kanye nekhompyutha. Intambo efanayo phakathi kwazo zonke lezi zinhlelo icacile: ubuchwepheshe buthuthuka ngokushesha kunezindinganiso ezihlangatshezwayo , ngakho-ke ukuqeqeshwa, ukucaca, kanye nokulawula sekuyindawo yokulwa. Kusazobonakala ukuthi lo mzamo uzohumushela kanjani ekubandlululeni okulungisiwe, amakilasi alungiselelwe kangcono, kanye nezinqumo zomphakathi ezingancikile kuphela kubakhiqizi abakhulu.
