Pa 24 Okutobala wapitawu, titaitanidwa ndi Korea Industrial Intelligence Association (KOIIA), tinatenga nawo mbali mu “2025 Academy Yophunzitsira Akatswiri Ofunika a Makampani Apakatikati, Semina ya Njira Zoyankhira Zochitika za Makampani Amtsogolo,” ndipo Mtsogoleri wa CLEVI, Lee Hwan-ho, anakamba nkhani yayikulu.
Tinayankhula mu gawo la “Zitsanzo za Kugwiritsa Ntchito Ukadaulo wa AI ndi Njira Zothandiza za DX” pa mutu wakuti “Zitsanzo za Kugwiritsa Ntchito Physical AI ndi Zomwe Zimayambitsa Kulephera Komanso Njira Zokonzetsera Pakukhazikitsa RAG Agent.”
Pamene chidwi pa ma AI agent chikukwera posachedwapa, makampani ambiri akuganiziranso kukhazikitsa AI. Tikudziwa kuti mabungwe ndi makampani ambiri ayamba kale kugwiritsa ntchito AI ngati mayeso.
Komabe, kafukufuku wasonyeza kuti m’makampani ndi mabungwe ambiri, ROI yomwe ankayembekezera sinapezeke, kapena zinthu zomwe zinkagwira ntchito mu PoC sizimapereka mayankho olondola kapena sizigwira ntchito mu ntchito yayikulu ndi m'malo ogwirira ntchito.
Chifukwa cha zidziwitsozi, makampani ambiri akukayikira kukhazikitsa AI mwachangu.
Pa nkhaniyi, Mtsogoleri wa CLEVI Lee Hwan-ho anafotokoza mwatsatanetsatane malire a dongosolo la RAG, lomwe ndi chimodzi mwa zifukwa zazikulu zomwe zimapangitsa kukhazikitsa AI mwachangu kulephera, komanso ma model a open source ndi ma Small LLM (SLM), pofotokoza chifukwa chake zitsanzo zakale za kukhazikitsa zidalephera.
Pomaliza, chifukwa chogwiritsira ntchito AI ndi chakuti timayembekezera kuti igwire ntchito za anthu kapena iwonetse ntchito yabwinoko kuposa anthu.
Komabe, ogwira ntchito m'makampani omwe akhazikitsa AI masiku ano sakhulupirira ubwino wa mayankho a AI, choncho akudandaula kuti ntchito yawonjezeka chifukwa amayenera kuyang'ana yankho lililonse la AI payekha.
Chifukwa chachikulu ndi chakuti makampani ambiri amagwiritsa ntchito ma model a SLM a open source omwe awakonza ndi fine-tuning ngati mayankho awo.
Mwachidziwitso, timaganiza kuti AI ikaphunzira zinthu zatsopano idzakhala yanzeru kwambiri. Koma tikaphunzitsa AI chidziwitso chatsopano, imataya zokumbukira zakale, kutanthauza ma parameter weights osankhidwa mwachisawawa.
Vuto lalikulu kwambiri ndi lakuti palibe amene amadziwa kuti ndi chidziwitso kapena nzeru ziti zomwe zatayika.
Popeza kukhazikitsa AI si ntchito yofuna zinthu zochepa, mwina munachita mayeso ambiri kuyambira pa PoC.
N’chifukwa chiyani mavutowa sanawonekere panthawiyo? Chifukwa chake n’chakuti inaphunzitsidwanso pogwiritsa ntchito zidziwitso za chandamale.
Munaphunzitsa AI yomwe inkadziwa manambala okha zilembo, kenako n’kumafunsa mafunso okhudza zilembo zokha, choncho n’zachibadwa kuti iyankhe bwino. Koma kuntchito, kodi timafunikiradi mitundu yokhayo yomwe yapangidwa mwapadera kwa dera linalake?
Malo athu ogwirira ntchito amakumana ndi malo atsopano ndi zidziwitso zatsopano tsiku lililonse. Komabe, AI yomwe yaphunzitsidwa ukuwononga mwachisawawa chidziwitso chomwe inalipo kale singatsimikizire kugwiritsidwa ntchito kwa zinthu zosiyanasiyana kapena kulondola.
Choncho, pamafunika kukhala ndi From-scratch Foundation 초거대언어모델 kapena luso lopangira mtundu woterewu.
Chifukwa mitundu imeneyi ili ndi pafupifupi chidziwitso chonse cha padziko lapansi, motero imapereka mayankho abwino komanso olondola kwambiri.
Pa madera apadera, mutha kugwiritsa ntchito ukadaulo wotchedwa SFT(Supervised Fine-Tuning), kapena ngati muli ndi zidziwitso zochepa, kugwiritsa ntchito dongosolo la RAG kapena ukadaulo wa semantic database, womwe ndi dongosolo la Clevi la intelligence database lopangidwa ndi kampaniyo, kuti mugonjetse zovuta za SLM yophunzitsidwanso.
Boma nalonso limadziwa kufunika kwa foundation model imeneyi, choncho likupereka chithandizo chochuluka.
Uwu ndi National Representative AI Project. Cholinga chachikulu cha polojekitiyi ndi kupeza ulamuliro wa digito.
Chifukwa ife ku CLEVI tinkadziwanso zovuta zazikulu zomwe zingachitike tikamagwiritsa ntchito open-source model, tinapanga mitundu ya CLEVI mwaokha, kuyambira pa kusonkhanitsa zidziwitso mpaka pakupanga mapangidwe a architecture.
Pakali pano, mitundu ya CLEVI ili ndi magwiridwe antchito osatsalira konse kumbuyo ngakhale poyerekeza ndi ma AI otsogola padziko lonse.
Makamaka chifukwa tili ndi mitundu yathu yomwe tinapanga tokha, CLEVI siyikukhudzidwa ndi vuto la kudalira ena lomwe lingachitike tikamagwiritsa ntchito mitundu yakunja.
Kukhazikitsa AI tsopano kukukhala kofunika, osati kusankha chabe. Komabe, n’zovuta kupeza zotsatira zomwe mukufuna pongokhazikitsa ukadaulo waposachedwa.
Kusintha kwenikweni kumayamba pamene timvetsetsa bwino malire a ukadaulo ndiponso kupanga njira yabwino kwambiri yogwirizana ndi malo ndi zolinga za bungwe lathu.
Pogwiritsa ntchito luso lapadera monga 초거대 언어모델 yathu komanso semantic database, CLEVI ikuchepetsa zolakwa zomwe mabizinesi amakumana nazo ndi zoopsa zomwe zimachitika panthawi yokhazikitsa AI.
Tikupitiriza kumvetsera mawu ochokera kumadera ogwirira ntchito, ndipo tidzachita zonse zomwe tingathe kuti tikhale mnzake wodalirika wa AI wa mabizinesi ambiri. Tikukhulupirira kuti mupanga chipambano chenicheni pakukhazikitsa AI limodzi ndi CLEVI.