I-AI ekuthuthukisweni kwegeyimu: Ukumiselela okusebenzayo kwabahloli bemidlalo

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I-AI ekuthuthukisweni kwegeyimu: Ukumiselela okusebenzayo kwabahloli bemidlalo

I-AI ekuthuthukisweni kwegeyimu: Ukumiselela okusebenzayo kwabahloli bemidlalo

Umbhalo wesihlokwana
Ubuhlakani bokwenziwa ekuthuthukisweni kwegeyimu bungashuna kahle futhi busheshise inqubo yokukhiqiza imidlalo engcono.
    • About the Author:
    • Igama lomlobi
      I-Quantumrun Foresight
    • July 12, 2022

    Isifinyezo sokuqonda

    Njengoba imidlalo ye-inthanethi yabadlali abaningi izuza ukuduma okukhulu, abathuthukisi begeyimu baphendukela kubuhlakani bokwenziwa (AI) nokufunda komshini (ML) ukuze bakhe imidlalo ehehayo, engenawo amaphutha ngokushesha. Lobu buchwepheshe buguqula ukuthuthukiswa kwegeyimu ngokunika amandla ukuhlola okusheshayo nokwenziwa ngcono, kuncishiswe isidingo sokuhlola ukudlalwa kwabantu okubanzi, nokuvumela ukuzizwisa kwegeyimu komuntu siqu nokuhlukile. Lolu shintsho lungaphinde lube nomthelela kweminye imikhakha, kusukela kwezemfundo nokukhangisa kuye ekusimameni kwemvelo kanye nokuqonda kwamasiko.

    I-AI kumongo wokuthuthukisa umdlalo

    Imidlalo ye-inthanethi yabadlali abaningi ikhule ngokuduma kusukela maphakathi nawo-2000, yajabulisa izigidi zabadlali emhlabeni jikelele. Kodwa-ke, le mpumelelo ibeka ingcindezi kubadali begeyimu ukuthi bakhiphe imidlalo yevidiyo eklanywe kahle, engenazo iziphazamisi, nehlelekile. Amageyimu angalahlekelwa ukuduma ngokushesha uma abalandeli nabasebenzisi bezwa ukuthi igeyimu ayinayo inselele ngokwanele, ayidlaleki ngokuphindaphindiwe, noma inamaphutha ekwakhiweni kwayo. 

    I-Artificial Intelligence kanye ne-ML ziya ngokuya zihlanganiswa ekuthuthukisweni kwegeyimu, lapho abaklami begeyimu beshintshanisa abahloli bemidlalo abangabantu ngamamodeli e-ML ukuze bashunise inqubo yokuthuthukisa. Ngokuvamile kuthatha izinyanga zokuhlolwa kokudlala ukuze kutholwe ukungalingani kugeyimu esanda kufakwa phakathi kwenqubo yokuthuthukisa igeyimu. Uma iphutha noma ukungalingani kukhonjwa, kungathatha izinsuku ukudambisa inkinga.

    Isu lakamuva lokulwa nale nkinga libona amathuluzi e-ML etshalwe ukuze kushintshwe ukulingana kokudlala kwegeyimu, ne-ML isebenzisa ama-algorithms ayo emali engenayo ukuze isebenze njengabahloli bokudlala. Isibonelo segeyimu lapho lokhu kwahlolwa khona kwakuyi-Chimera yegeyimu yekhadi ledijithali, eke yasetshenziswa ngaphambilini njengendawo yokuhlola yobuciko obukhiqizwe yi-ML. Inqubo yokuhlola esekelwe ku-ML inika amandla abaklami begeyimu ukwenza igeyimu ihehe, ilingane, futhi ihambisane nomqondo wayo wangempela. Indlela yokusebenza nayo ithatha isikhathi esincane ngokusebenzisa izigidi zokuhlolwa kokulingisa kusetshenziswa ama-ejenti e-ML aqeqeshiwe ukwenza ucwaningo.

    Umthelela ophazamisayo

    Ngokuqondisa abadlali abasha nokuklama amasu okudlala amasha, abenzeli be-ML bangathuthukisa ukuzizwisa kwegeyimu. Ukusetshenziswa kwabo ekuhlolweni kwegeyimu nakho kuyaphawuleka; uma kuphumelele, onjiniyela bangase bathembele kakhulu ku-ML kukho kokubili ukudalwa kwegeyimu nokunciphisa umsebenzi. Lolu shintsho lungazuzisa kakhulu onjiniyela abasha, njengoba amathuluzi e-ML ngokuvamile awadingi ulwazi olujulile lokubhala amakhodi, okubavumela ukuthi bahlanganyele ekuthuthukisweni kwegeyimu ngaphandle komgoqo wokubhala okuyinkimbinkimbi. Lokhu kufinyelela kalula kungenza idizayini yegeyimu ibe yintando yeningi, ivule iminyango yebanga elibanzi labadali ukuze bathuthukise imidlalo ezinhlotsheni ezihlukahlukene, okuhlanganisa ezemfundo, ezesayensi, nezokuzijabulisa.

    Ukuhlanganiswa kwe-AI ekuthuthukisweni kwegeyimu kulindeleke ukuthi kuqondise inqubo yokuhlola neyokulungisa, okuvumela onjiniyela ukuthi basebenzise ukuthuthukiswa ngokushesha. Amasistimu e-AI athuthukile, esebenzisa amamodeli aqagelayo, angase aklame wonke amageyimu ngokususelwe kokokufaka okulinganiselwe njengozimele abangukhiye nedatha yabathengi. Leli khono lokuhlaziya nokusebenzisa okuncamelayo komsebenzisi namathrendi lingaholela ekudalweni kwamageyimu enzelwe kakhulu izintshisekelo zabadlali nomuzwa. Ngaphezu kwalokho, lo mthamo wokuqagela we-AI ungase unike amandla onjiniyela ukuthi balindele amathrendi emakethe nezidingo zabathengi, okuholela ekwethulweni kwegeyimu okuyimpumelelo.

    Uma sibheka phambili, ububanzi be-AI ekuthuthukisweni kwegeyimu bungakhula ukuze buhlanganise izici zokudala ezengeziwe. Amasistimu e-AI angase akwazi ukukhiqiza imifanekiso engaphakathi kwegeyimu, umsindo, kanye nezindaba ezixoxwayo, anikeze izinga lokuzenzakalela okungaguqula imboni. Intuthuko enjalo ingase ibangele ukwanda kwemidlalo emisha neyinkimbinkimbi, ethuthukiswe ngempumelelo kakhulu kunangaphambili. Lokhu kuphendukela kwemvelo kungase futhi kuholele ezinhlotsheni ezintsha zokuxoxa izindaba kanye nokuzizwisa okujulile, njengoba okuqukethwe okukhiqizwa i-AI kungase kwethule izici ezingenakwenzeka okwamanje konjiniyela abangabantu bodwa. 

    Imithelela yokuhlolwa kwe-AI ekuthuthukisweni komdlalo

    Imithelela ebanzi yokusebenzisa ukuhlolwa kwe-AI nezinhlelo zokuhlaziya ekuthuthukisweni komdlalo ihlanganisa: 

    • Izinkampani zithuthukisa ngokushesha futhi zikhiphe imidlalo eminingi njalo ngonyaka, okuholela enzuzweni ekhulayo kanye nemakethe yemidlalo enamandla kakhulu.
    • Ukwehla kwamageyimu angamukelwa kahle ngenxa yokuhlolwa okuthuthukisiwe ngamasistimu e-AI, okuholela emaphutheni ambalwa okubhala amakhodi kanye nekhwalithi ephezulu yomdlalo.
    • Isilinganiso eside sobude begeyimu kuzo zonke izinhlobo ezihlukahlukene, njengoba izindleko ezincishisiwe zokukhiqiza zinika amandla imigqa yezindaba ebanzi kanye nezimo zomhlaba ezivulekile.
    • Amabhrendi nabakhangisi baya ngokuya bamukela ukuthuthukiswa kwegeyimu ngezinjongo zokuphromotha, njengoba izindleko eziphansi zenza imidlalo enegama ibe isu lokumaketha elisebenza kangcono.
    • Izinkampani zemidiya zabela kabusha ingxenye enkulu yesabelomali sazo sefilimu nethelevishini ekukhiqizweni kwemidlalo yevidiyo, zibona ukukhanga okukhulayo kokuzijabulisa okusebenzisanayo.
    • Ukuthuthukiswa komdlalo oqhutshwa yi-AI kudala amathuba amasha emisebenzi ekwakhiweni kobuciko nokuhlaziywa kwedatha, kuyilapho kunciphisa izindima ezivamile zokubhala amakhodi.
    • Ohulumeni abakha imithetho emisha ye-AI ekuthuthukisweni kwegeyimu ukuze baqinisekise ukusetshenziswa kokuziphatha kwedatha kanye nokuvikela ekusetshenzisweni kabi okungaba khona.
    • Izikhungo zemfundo ezihlanganisa imidlalo ethuthukisiwe ye-AI ohlelweni lwezifundo zazo, zinikeze ulwazi lokufunda olusebenzisanayo futhi oluqondene nawe.
    • Izinzuzo zemvelo ezivela ekukhiqizweni kwegeyimu encishisiwe, njengoba i-AI isheshisa ukushintshela ekusabalaliseni kwedijithali.
    • Ukushintsha kwamasiko njengamageyimu akhiqizwe yi-AI kunikeza ukulandisa okuhlukahlukene nolwazi, okungase kuholele ekuqondeni okubanzi nokwazisa amasiko nemibono ehlukene.

    Imibuzo okufanele icatshangelwe

    • Ingabe izinhlobo zokuhlangenwe nakho okusha kwemidlalo zingase zibe ngenxa yokuzibandakanya kwe-AI okuphawulwe ngenhla?
    • Yabelana ngomuzwa wakho wesiphazamisi wegeyimu yevidiyo embi kakhulu noma ehlekisayo.

    Izinkomba zokuqonda

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