Ukuchema kobuhlakani bokwenziwa: Imishini ayiyona inhloso njengoba besithemba

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Ukuchema kobuhlakani bokwenziwa: Imishini ayiyona inhloso njengoba besithemba

Ukuchema kobuhlakani bokwenziwa: Imishini ayiyona inhloso njengoba besithemba

Umbhalo wesihlokwana
Wonke umuntu uyavuma ukuthi i-AI kufanele ingachemi, kodwa ukususa ukuchema kubonisa inkinga
    • About the Author:
    • Igama lomlobi
      I-Quantumrun Foresight
    • February 8, 2022

    Isifinyezo sokuqonda

    Nakuba ubuchwepheshe obuqhutshwa yidatha bunesithembiso sokukhuthaza umphakathi onobulungiswa, ngokuvamile bubonisa ukuchema okufanayo abantu abakufukamele, okuholela ekungabini nabulungisa okungenzeka. Isibonelo, ukuchema ezinhlelweni ze-artificial intelligence (AI) kungabhebhethekisa imibono eyingozi ngokungaqondile. Kodwa-ke, imizamo iyaqhubeka yokwenza izinhlelo ze-AI zilingane, nakuba lokhu kuphakamisa imibuzo eyinkimbinkimbi mayelana nebhalansi phakathi kokusebenziseka nokungenzeleli, kanye nesidingo sokulawula okucatshangelwayo kanye nokwehlukahlukana emaqenjini obuchwepheshe.

    Umongo ojwayelekile wokuchema kwe-AI

    Ithemba liwukuthi ubuchwepheshe obuqhutshwa idatha buzosiza isintu ekusunguleni umphakathi lapho ukulunga kuyinto evamile kubo bonke. Nokho, iqiniso lamanje liveza isithombe esihlukile. Ukuchema okuningi abantu abanako, okuholele ekungabini nabulungiswa esikhathini esedlule, manje sekubonakala kuma-algorithms alawula umhlaba wethu wedijithali. Lokhu kuchema ezinhlelweni ze-AI kuvame ukuvela ekubandlululeni abantu abakha lezi zinhlelo, futhi lokhu kuchema kuvame ukungena emsebenzini wabo.

    Thatha, ngokwesibonelo, iphrojekthi yango-2012 eyaziwa ngokuthi i-ImageNet, ebifuna ukuhlanganisa amalebula ezithombeni ukuze kuqeqeshwe izinhlelo zokufunda zomshini. Inethiwekhi enkulu ye-neural eqeqeshwe kule datha kamuva yakwazi ukuhlonza izinto ngokunemba okumangalisayo. Kodwa-ke, lapho behlolisisa, abacwaningi bathola ukuchema okufihlwe ngaphakathi kwedatha ye-ImageNet. Kwesinye isimo, i-algorithm eqeqeshwe kule datha yayichemile ekucabangeni ukuthi bonke abahleli bezinhlelo zesofthiwe bangamadoda amhlophe.

    Lokhu kuchema kungase kubangele ukuthi abesifazane banganakwa kulezo zikhundla lapho inqubo yokuqasha izenzekelayo. Ukuchema kufinyelele kumasethi edatha ngenxa yokuthi umuntu owengeza amalebula ezithombeni "zowesifazane" uhlanganisa ilebula eyengeziwe equkethe igama elilulazayo. Lesi sibonelo sibonisa ukuthi ukuchema, okungahlosiwe noma okungahlosiwe, kungangena kanjani ezinhlelweni ze-AI ezithuthuke kakhulu, okungenzeka ziqhubekisele phambili imibono eyimibono eyingozi nokungalingani.

    Umthelela ophazamisayo 

    Imizamo yokubhekana nokuchema kwedatha nama-algorithms iqalwe abacwaningi kuzo zonke izinhlangano ezihlukene zomphakathi nezizimele. Endabeni yephrojekthi ye-ImageNet, ngokwesibonelo, i-crowdsourcing yaqashwa ukuze kuhlonzwe futhi kuqedwe amagama okulebula abeka ukukhanya okuyindelelo ezithombeni ezithile. Lezi zinyathelo zibonise ukuthi kungenzeka ngempela ukulungisa kabusha amasistimu e-AI ukuze alingane.

    Nokho, abanye ochwepheshe baphikisa ngokuthi ukususa ukuchema kungase kwenze isethi yedatha ingasebenzi kahle, ikakhulukazi uma kudlalwa ukuchema okuningi. Isethi yedatha esuswe ukuchema okuthile ingase igcine intula ulwazi olwanele ukuze isetshenziswe ngempumelelo. Iphakamisa umbuzo wokuthi isethi yedatha yesithombe ehluke ngempela ingabukeka kanjani, nokuthi ingasetshenziswa kanjani ngaphandle kokubeka engcupheni ukusetshenziswa kwayo.

    Lo mkhuba ugcizelela isidingo sendlela ecatshangelwayo ekusetshenzisweni kwe-AI kanye nobuchwepheshe obuqhutshwa yidatha. Ezinkampanini, lokhu kungase kusho ukutshala imali kumathuluzi okuthola ukwenzelela kanye nokukhuthaza ukuhlukahluka emaqenjini obuchwepheshe. Kohulumeni, kungabandakanya ukusebenzisa imithethonqubo ukuze kuqinisekiswe ukusetshenziswa okufanele kwe-AI. 

    Imithelela ye-AI yokuchema

    Imithelela ebanzi yokuchema kwe-AI ingafaka:

    • Izinhlangano zikhuthele ekuqinisekiseni ubulungisa nokungabandlululi njengoba zisebenzisa i-AI ukuthuthukisa ukukhiqiza nokusebenza. 
    • Ukuba nochwepheshe be-AI emaqenjini okuthuthukiswa ukuze kutholwe futhi kuncishiswe izingozi zokuziphatha kusenesikhathi kuphrojekthi. 
    • Ukuklama imikhiqizo ye-AI enezici ezihlukahlukene ezifana nobulili, uhlanga, isigaba, namasiko ngokucacile engqondweni.
    • Ukuthola abameleli abavela emaqenjini ahlukahlukene azobe esebenzisa umkhiqizo wenkampani we-AI ukuze awuhlole ngaphambi kokuba ukhishwe.
    • Izinsiza zomphakathi ezehlukene zibekelwe imingcele kumalungu athile omphakathi.
    • Amalungu athile omphakathi engakwazi ukufinyelela noma ukufaneleka kwamathuba athile emisebenzi.
    • Ama-ejensi okugcinwa komthetho nezingcweti eziqondise ngokungafanele amalungu athile omphakathi kunabanye. 

    Imibuzo okufanele icatshangelwe

    • Ingabe unethemba lokuthi ukwenza izinqumo okuzenzakalelayo kuzolunga ngokuzayo?
    • Kuthiwani ngokuthatha izinqumo kwe-AI kukwenza ube novalo kakhulu?

    Izinkomba zokuqonda

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