He whānui ake te mara o te AI ahumahi i te matauranga tinana, ā, he nui ake anō te rahi o tōna mākete pea.

Ko ngā āhuatanga ahumahi tētahi o ngā wāhanga tino nui mō te hokohoko o te AI. I roto i ngā tau e rua kua pahure ake nei, kua tīmata te maha o ngā kamupene ki te whakamahi whānui i te hangarau AI ki ngā taputapu, ki ngā pokapū raraunga, me ngā atanga tangata-mīhini (HMI) ipurangi. E ai ki ngā matapae a te IDC, kei te tere piki haere te tere urunga me te wāhi mākete o te AI, ahakoa i roto i ngā pūmanawa whānui, i ngā pūmanawa hōtaka ahumahi, i ngā pūmanawa tirohanga ahumahi, i ētahi atu pūmanawa ahumahi rānei. Nō reira, ka haere tonu te whānui o te hiahia mō te mana rorohiko AI, ahakoa i te taha taputapu, i te taha taputapu, i ngā pokapū raraunga rānei.

Haunga te matauranga ā-tinana, kei roto hoki i ngā horopaki tono motuhake mō te AI ahumahi ēnei e whai ake nei:

Te tirohanga mīhini: Hei paionia i roto i te whakatinanatanga o te matauranga horihori, kua roa te whakamahinga whānui o ngā whatunga io honohono (CNN) i roto i te whakarōpūtanga me te kimi i roto i tōna whanaketanga. I ngā tau tata nei, me te pikinga ake o ngā tauira nui, kua whakaurua mai he maha atu ngā hangarau AI ki te tirohanga mīhini, pērā i te whakamahi i ngā tauira raraunga nui hei whakaputa tauira, hei kimi rānei i ngā hapa, ā, ka hinga i ngā herenga o ngā whatunga CNN tuku iho, e hiahia ana kia whakangungua anō ina tūtaki ki ngā raruraru hou.

Mana whakahaere ahumahi: I roto i te mara whakahaere, i whakamahia ngā rauropi matarohia i mua. Heoi, i roto i ngā tau e rua kua pahure ake nei, kua piki haere te rongonui o te ako whakapakari hei ia o te whakatinanatanga, i roto i te mana whakahaere nekehanga karetao me ētahi atu mana whakahaere tuku iho.

Te mamati ahumahi: I mua, ko te arotahi ko ngā mahi pēnei i te arotau i te whakaritenga whakaputa me ngā mahi me te tiaki. Ko ēnei mahi, e ahu mai ana i te ako mīhini, kua whakauru haere i ngā rauropi AI. I ngā tau e rua kua pahure ake nei, ko te pikinga ake o ngā tauira nui kua arahi ki te ahunga whakamua nui i roto i te RAG (Retrieval Augmentation Generation). Ko ngā kaihanga matua o te ao, me te maha o ngā ODM ā-rohe me ngā ISV, kua whānuitia te whakamahi i te RAG i roto i ā rātou hua pūmanawa hei whakaiti i ngā utu me te whakapiki i te whai huatanga.