AI ya mafakitale ndi gawo lalikulu kuposa nzeru zomwe zili mkati mwake, ndipo kukula kwake pamsika ndi kwakukulu kwambiri.

Zochitika za mafakitale nthawi zonse zakhala chimodzi mwa zinthu zofunika kwambiri pa malonda a AI. M'zaka ziwiri zapitazi, makampani ambiri ayamba kugwiritsa ntchito kwambiri ukadaulo wa AI pazida, m'malo osungira deta, komanso m'malo olumikizirana ndi makina apaintaneti (HMIs). Malinga ndi zomwe zanenedweratu ndi IDC, kuchuluka kwa AI ndi gawo la msika zikukwera mofulumira, kaya mu mapulogalamu ogwiritsidwa ntchito nthawi zonse, mapulogalamu okonza mapulogalamu a mafakitale, mapulogalamu owonera mafakitale, kapena mapulogalamu ena amakampani. Momwemonso, kufunikira kwa mphamvu ya makompyuta a AI, kaya kumbali ya chipangizo, kumbali ya chipangizo, kapena m'malo osungira deta, kudzapitilizabe kukula.

Kuwonjezera pa nzeru zomwe zili mkati, zochitika zinazake zogwiritsira ntchito AI ya mafakitale zimaphatikizaponso izi:

Masomphenya a makina: Monga njira yoyambira kukhazikitsa luntha lochita kupanga, ma network a convolutional neural (CNNs) akhala akugwiritsidwa ntchito kwambiri pakugawa ndi kuzindikira nthawi yonse yomwe akukula. M'zaka zaposachedwa, chifukwa cha kukwera kwa ma model akuluakulu, ukadaulo wambiri wa AI wayambitsidwa ku masomphenya a makina, monga kugwiritsa ntchito ma model akuluakulu kuti apange zitsanzo kapena kuzindikira zolakwika, motero kuthana ndi zofooka za ma network achikhalidwe a CNN, omwe amafunika kuphunzitsidwanso akakumana ndi mavuto atsopano.

Kulamulira kwa mafakitale: Mu gawo lolamulira, ma algorithms akale ankagwiritsidwa ntchito kale. Komabe, m'zaka ziwiri zapitazi, kuphunzira kolimbikitsa pang'onopang'ono kwakhala njira yotchuka yogwiritsira ntchito, ponse pawiri mu kayendetsedwe ka kayendedwe ka robotic ndi olamulira ena achikhalidwe.

Kusintha kwa digito m'mafakitale: Poyamba, cholinga chachikulu chinali pa ntchito monga kukonza nthawi yopangira zinthu, ntchito ndi kukonza. Ntchitozi, zochokera pa kuphunzira kwa makina, pang'onopang'ono zakhala zikuphatikiza ma algorithms ambiri a AI. M'zaka ziwiri zapitazi, kukwera kwa mitundu yayikulu kwapangitsa kuti pakhale kupita patsogolo kwakukulu mu RAG (Retrieval Augmentation Generation). Opanga otsogola padziko lonse lapansi, komanso ma ODM ambiri am'nyumba komanso ma ISV, agwiritsa ntchito kwambiri RAG mu mapulogalamu awo kuti achepetse ndalama ndikuwonjezera magwiridwe antchito.