Nde 24 Oktoba ɓennuɗo, jaɓɓaade e noddirgol Korean Association for Industrial Intelligence (KOIIA), men naatii e “Akademiima ƴellitorde neɗɗo mawɗo ɓeydude jokkondiral e ɓeydital, 2025, seminaar stratejii jaɓɓugol masana’aaji garooje”, ɗo ardiijo CLEVI, Lee Hwan-ho, waɗi haala ardiijo.
Men naatii e sesyon “Misalji jaɓɓugol teknolosiya AI e stratejii DX e golle ɗaɓɓitaare”, e topik “Misalji huutoraade Physical AI, sababbe bonnugol e laawol naatnugol RAG agent, e stratejii ƴellitugol”.
Sabu ɓeydude yiɗde AI agent, şirketuuji ɗuɗɗi ngoni e yiɗde ƴeewtude naatnugol AI. Miɗo faama wonde hay kurumuuji e şirketuuji ɗuɗɗi naatnii AI e ƴeewtugol, ngam huutoraade ɗum.
Kono, ko waawaa yahrude, ƴeewtere hollii wonde e şirketuuji e kurumuuji ɗuɗɗi, ROI ɓe yiɗi waawaa heɓde, walla keɓe gollotooɗe e PoC waawaa hokkude jaabawol moƴƴol walla gollude e golle mawɗe walla e nokkuure golle.
Sabu kabaruuji ɗin, şirketuuji ɗuɗɗi ngoni e hulde naatnugol AI tawi ɓe waɗa ɗum law.
E ndeen haala, ardiijo CLEVI, Lee Hwan-ho, ciftinii e no feewi ko famɗude RAG system, ko woni sababbe bonnugol ɓurɗe waawde waɗde nde AI naatnaama law, e open-source model walla small LLM (SLM), ngam hollude ko waɗi misalji naatnugol ɗin ɓennuɗi bonnude.
Ɗo ɓuri, sabu ko waɗi huutoraade AI ko ngam waɗde golle neɗɗo e nder ɗum, walla ngam heɓde performans ɓurɗo ngol neɗɗo.
Kono, sabu jiimeeɓe e şirketuuji naatnuɗi AI hande ɓe hoolaaki no feewi e moƴƴugol jaabawuuji AI, ɓe njiyataa wonde golle ɓeyditii, ngam ɓe ƴeewta jaabawol AI kala e kala.
Sababu ɗum ko wonde şirketuuji ɗuɗɗi kuutoroo open-source SLM model ɗo ɓe waɗi fine-tuning, ɗon ɓe huutoroo ɗum e solution.
E hakkunde miijo, neɗɗo waawi miijude wonde AI maa ɓeydude faamde so o janngii habaruuji kesɗi. Kono, so AI jannginaama anndal kesɗal, o waawi majjude siftorde ɓennunde, ɗum ko weights parameters cuɓaaɗi.
Caɗeele ɓurɗe tiiɗde ko wonde gooto waawaa anndude hol habaruuji walla anndal majjinaama.
Ngam heftinde AI wonaa golle mo resursa seeɗa waɗata, on ƴeewtinooma ko feewi tawi e sahaa PoC, kono?
Ko fii honɗun ɗum waawaa hollude ɗee caɗeele e ndee sahaa? Ko fii, o waɗaama heɓde janngugol kesol e humpito target.
AI mo anndi limooje tan jannginaama harfuuji, caggal ɗuum kadi naamninaama ɗaɓɓitanɗe dow harfuuji tan, ɗum waɗi o jaaba no feewi. Kono e nder golle, ko model ɓeydiiɗo e domen kebal ngal tan njiyataa?
Nder golle amen, en njiyata lewru kala nokkuure hesere e humpito hesere. Kono AI jannginaama tawi o bonnina humpito ɓeydiiɗo e random, waawaa waɗde yamiroore e ɗoƴƴugol, tee waawaa garantii moƴƴere e jaŋtugol.
Ngam ɗum, ena sokki heɓde From-scratch Foundation 초거대언어모델 walla teknoloci mo waawi sosde model ngal.
Sababu model ɗee jogii humpitooji peewɗi e aduna fow, ɗum waɗi moƴƴere jaabawol e jaŋtugol ɓeydude.
So tawii domen ɗoƴƴiɗo woni, huutoraade teknoloci SFT(Supervised Fine-Tuning), walla so humpito ɗo famɗi, huutoraade RAG system walla teknoloci semantic database, ko woni Clevi ndeɓɓugol e hoore mum, waawi ƴeewtude e ɗoƴƴugol SLM mo waɗaama fine-tuning.
Ngam laamu anndi no foundation model ɗee rëndi, ɗum waɗi o hokkata ballal mawngal e ɗo fow.
Ɗum woni National Representative AI Project. Faandaare mawnde ndee projee ko heɓde souveraineté numérique, kono?
Minen Clevi kadi anndinooma caɗeele bonɗe ɗe waawi arde so huutoraama model open source, ɗum waɗi min sosii model Clevi ɗee e goonga, tawi min njogii e hoore amen ko iwde e keɓugol humpito haa e suɓaade architecture.
Hannde, model Clevi ɗee njogii performans mo waawaa leƴƴude, hay so ƴeewtinaama e AI mawɗe e aduna.
Ko fii min njogii model amen e hoore amen, Clevi waawaa heɓde caɗeele dépendance ɗe waawi arde so huutoraama model ɓeydiiɗo.
Hannde, naatnude AI woni waawde ndee, wonaa suɓaare tan. Kono naatnude teknoloci kesum tan waawaa heɓde ko ɗo yiɗaa.
Innovación goonga fuɗɗata tawi tan en faami ko feewi ɗo teknoloci waawi e ɗo waawaa, tee en suɓii laawol ɓurɗo feewde e ngonka e faandaare renndo amen.
Clevi, huutoraade gandal teknoloci amen, wondude e model 초거대 언어model e semantic database ɗe sosaa e hoore amen, ina ƴeewtina caɗeele e riiskii ɗe cuɓoraaɗe njiyata e naatnude AI, tee ina minɗina ɗe.
En maa njokku heɗde daande yimɓe e gese, tee min waɗa ko min waawi ngam wonde jokkondiral AI mo cuɓoraaɗe ɓurɗe waawi hoolaade. En ɗooyii on waɗde thành công goonga e naatnude AI, wondude e CLEVI.