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

Uma izivakashi zixoxa nerobhothi elilingiswa kakhulu phambi kwebhokisi lombukiso, ukubukeka okumangalisayo kungahlala imizuzwana embalwa kuphela, futhi okunquma ngempela ukujula kokuhlangenwe nakho kuvame ukuba yikhwalithi yomsindo. Ingabe impendulo ecacile nengokwemvelo ngaphandle komsindo womshini, noma impendulo enokuphazamiseka okufiphele kanye nokushaya ikhwela okuhlabayo? Lokhu kuthinta ngqo ukwahlulela kokuqala kwabasebenzisi ngokuvuthwa kobuchwepheshe be-AI.

Emibukisweni ye-AI, ukusebenzisana kwe-multimodal kuyisici esiyinhloko sokubonisa. Izithameli azigcini nje ngokubuka, kodwa futhi ziyalalela,sukugqama, nokusebenzisana. Uhlelo lomsindo oluchwepheshile ludlala indima ekabili “yezintambo zezwi ezihlakaniphile” kanye “nezindlebe ezizwelayo” lapha:

1. Njengentambo yezwi: inesibopho sokudlulisa imiphumela yokubala ye-AI ngomsindo ocacile kakhulu, ongokoqobo, novezayo. Kungakhathaliseki ukuthi impendulo yezwi yerobhothi, incazelo yesikhathi sangempela yomuntu ebonakalayo, noma isimo sesistimu yokushayela ngokuzenzakalelayo, ukwethembeka okuphezulu, ikhwalithi yomsindo ephansi yokuphazamiseka kuqinisekisa ukunemba kokudluliselwa kolwazi kanye nokucindezeleka ngokomzwelo, futhi kugwema "umuzwa oshibhile" wobuchwepheshe obangelwa ikhwalithi yomsindo ephansi.

2. Njengendlebe: uhlu lwemakrofoni oluhlanganiswe nama-algorithms okunciphisa umsindo athuthukisiwe, lungathatha ngokunembile imiyalelo yemibuzo yezilaleli endaweni yombukiso enomsindo, luhlunge umsindo wangemuva, ama-echoes, kanye nokuzindla, futhi luqinisekise ukuthi ama-algorithms e-AI “angezwa kahle” futhi “aqonde”, ngaleyo ndlela enze izimpendulo ezisheshayo nezinembile.

Ukuvumelanisa okuphelele komsindo nesithombe kuyisihluthulelo sokwakha ukucwiliswa. Ukulibaziseka komsindo ezingeni le-Millisecond kungabangela ukungezwani phakathi komsindo nesithombe, kuphazamise ngokuphelele ubuqiniso bokuxhumana. Uhlelo lomsindo lochwepheshe, olune-processing yalo ye-latency ephansi kanye nobuchwepheshe bokuvumelanisa obunembile, luqinisekisa ukuthi ukuma komlomo womlingiswa we-AI obonakalayo kufanelana kahle nezwi, futhi ukunyakaza kwengalo yerobhothi kuhambisana nemiphumela yomsindo ngesikhathi sangempela, okudala isipiliyoni esimangalisayo sokuthi "lokho okubonayo yilokho okuzwayo".

Ngokufigqiwe:

AImibukiso ye-AI ephezulu, imibukiso emihle kakhulu ebonakalayo inquma ukukhanga, kuyilapho izinhlelo zomsindo ezinhle kakhulu zinquma ukwethembana nokucwiliswa. **Akuseyona idivayisi yomsindo elula, kodwa ingqalasizinda ebalulekile yezobuchwepheshe eyakha ukusebenzisana okuphelele kwezindlela eziningi, ithuthukisa isithombe se-AI, futhi izuze ukwethenjwa kwezilaleli. Ukutshala imali ohlelweni lomsindo lombukiso wobungcweti kufaka "umphefumulo" othelela kakhulu esibukweni sakho sobuchwepheshe esisezingeni eliphezulu, okwenza yonke ingxoxo ne-AI ibe yinto ekholisayo nengasoze yalibaleka.