Embukisweni we-AI, izimangaliso ezibonakalayo ziningi, kodwa umsindo kuphela ongafaka umphefumulo kubuchwepheshe futhi unikeze ukufudumala kwengxoxo.

Lapho izivakashi zixoxa nerobhothi elifaniswe kakhulu phambi kwedokodo lombukiso, ukubuka okumangalisayo kungathatha imizuzwana embalwa, futhi okunquma ngempela ukujula kokuhlangenwe nakho ngokuvamile ikhwalithi yomsindo. Ingabe impendulo ecacile nengokwemvelo ngaphandle komsindo wemishini, noma impendulo enokuhlanekezela okufiphele nokuhlaba ikhwelo? Lokhu kuthinta ngokuqondile ukwahlulela kokuqala kwabasebenzisi ngokuvuthwa kobuchwepheshe be-AI.

Emibukisweni ye-AI, ukusebenzisana kwe-multimodal kuyisici esibalulekile sokubonisa. Izilaleli azibheki nje kuphela, kodwa futhi ziyalalela,sukuphakama, nokuxhumana. Uhlelo lomsindo oluchwepheshile ludlala indima embaxambili "yezintambo zezwi ezihlakaniphile" kanye "nezindlebe ezizwelayo" lapha:

1.Njengentambo yezwi: inesibopho sokudlulisa imiphumela yokubala ye-AI ngomsindo ocace kakhulu, ongokoqobo, nozwakalayo. Kungakhathaliseki ukuthi impendulo yezwi irobhothi, incazelo yesikhathi sangempela somuntu, noma ukwaziswa kwesimo sesistimu yedrayivu ezenzakalelayo, ukwethembeka okuphezulu, ikhwalithi yomsindo ehlanekezelwe ephansi iqinisekisa ukunemba kokudluliswa kolwazi nokungezwani kwemizwelo, futhi igwema “umuzwa oshibhile” wobuchwepheshe obangelwa ikhwalithi yomsindo ephansi.

2.Njengendlebe: iqoqo lemakrofoni elihlanganiswe nama-algorithms athuthukisiwe okunciphisa umsindo, lingakwazi ukuthatha ngokunembile imiyalelo yemibuzo yezethameli endaweni yombukiso enomsindo, lihlunge umsindo wangemuva, ama-echoes, nokucabangisisa, futhi liqinisekise ukuthi ama-algorithms e-AI “angezwa ngokucacile” futhi “aqonde”, ngaleyo ndlela enze izimpendulo ezisheshayo nezinembile.

Ukuvumelanisa okuphelele komsindo nesithombe kuyisihluthulelo sokwakha ukucwiliswa. Ukubambezeleka komsindo kweleveli ye-Milisecond kungabangela ukunqanyulwa phakathi komsindo nesithombe, kuphazamise ngokuphelele ukuba ngokoqobo kokusebenzelana. Isistimu yomsindo echwepheshile, enokucubungula okuphansi kwe-latency kanye nobuchwepheshe bokuvumelanisa obunembile, iqinisekisa ukuthi umumo womlomo womlingiswa we-AI uhambisana kahle nezwi, futhi ukunyakaza kwengalo yerobhothi kuvumelaniswa nemiphumela yomsindo ngesikhathi sangempela, okudala okuhlangenwe nakho okumangalisayo kokuthi "lokho okubonayo yilokho okuzwayo".

Ngokufigqiwe:

AImibukiso ye-AI ephezulu, izibonisi ezibukwayo ezinhle kakhulu zinquma ukukhanga, kuyilapho amasistimu omsindo amahle kakhulu enquma ukwethenjwa nokucwiliswa. **Ayiseyona idivayisi yomsindo elula, kodwa ingqalasizinda yobuchwepheshe eyinhloko eyakha ukusebenzisana okuphelele kwe-multimodal, ethuthukisa isithombe se-AI, futhi izuza ukwethenjwa kwezithameli. Ukutshala imali ohlelweni lomsindo wombukiso ochwepheshe kujova “umphefumulo” osuleleka kakhulu kusibonisi sakho sobuchwepheshe obusezingeni eliphezulu, okwenza zonke izingxoxo ne-AI zibe yinto ekholisayo nengasoze yalibaleka.