Ukubikezela kokuziphatha kwe-AI: Imishini eklanyelwe ukubikezela ikusasa

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Ukubikezela kokuziphatha kwe-AI: Imishini eklanyelwe ukubikezela ikusasa

Ukubikezela kokuziphatha kwe-AI: Imishini eklanyelwe ukubikezela ikusasa

Umbhalo wesihlokwana
Iqembu labacwaningi lidale i-algorithm entsha evumela imishini ukuthi ibikezele izenzo kangcono.
    • About the Author:
    • Igama lomlobi
      I-Quantumrun Foresight
    • Kwangathi 17, 2023

    Amadivayisi anikwe amandla ama-algorithms wokufunda komshini (ML) ashintsha ngokushesha indlela esisebenza ngayo nesixhumana ngayo. Futhi ngokwethulwa kwama-algorithm esizukulwane esilandelayo, lawa madivayisi angase aqale ukuzuza amazinga aphezulu okucabanga nokuqonda okungasekela izenzo neziphakamiso zabanikazi bazo.

    Ingqikithi yokubikezela ukuziphatha kwe-AI

    Ngo-2021, abacwaningi base-Columbia Engineering baveze iphrojekthi esebenzisa i-ML yokubikezela ngokusekelwe kumbono wekhompyutha. Baqeqeshela imishini yokubikezela ukuziphatha komuntu kuze kube emaminithini ambalwa ezayo ngokusebenzisa amabhayisikobho, izinhlelo ze-TV nama-video ezemidlalo abiza izinkulungwane zamahora. Le algorithm enembile icabangela i-geometry engajwayelekile, ivumela imishini ukuthi yenze izibikezelo ezingahlali ziboshwe imithetho evamile (isb., imigqa ehambisanayo engalokothi iwele). 

    Lolu hlobo lokuvumelana nezimo luvumela amarobhothi ukuthi ashintshe imiqondo ehlobene uma engaqiniseki ukuthi kuzokwenzekani ngokulandelayo. Isibonelo, uma umshini ungaqinisekile ukuthi abantu bazoxhawulana ngemuva kokuhlangana, bazokubona njengokuthi "ukubingelela" esikhundleni salokho. Lobu buchwepheshe be-AI bokubikezela bungathola izinhlelo zokusebenza ezihlukahlukene ekuphileni kwansuku zonke, kusukela ekusizeni abantu ngemisebenzi yabo yansuku zonke ukuya ekubikezeleni imiphumela ezimeni ezithile. Imizamo yangaphambilini yokusebenzisa i-ML eqagelayo ngokuvamile yayigxile ekulindeleni isenzo esisodwa nganoma isiphi isikhathi, ngama-algorithms azama ukuhlukanisa lesi senzo ngokwezigaba, njengokugona, ukuxhawula, ukugoba phezulu, noma ukungabikho senzo. Nokho, ngenxa yokungaqiniseki okungokwemvelo okuhilelekile, amamodeli amaningi e-ML awakwazi ukukhomba ukufana phakathi kwayo yonke imiphumela engaba khona.

    Umthelela ophazamisayo

    Njengoba ama-algorithms amanje awakaqini njengowabantu (ngo-2022), ukwethembeka kwawo njengabasebenza nabo kusekuncane kakhulu. Nakuba bekwazi ukwenza noma benze imisebenzi ethile nemisebenzi, abakwazi ukubalwa ukuze benze izinto ezingasho lutho noma benze amasu. Kodwa-ke, izixazululo ezivelayo zokubikezela ukuziphatha kwe-AI zizoshintsha le paradigm, ikakhulukazi endleleni imishini esebenza ngayo nabantu emashumini eminyaka ezayo.

    Isibonelo, ukubikezela kokuziphatha kwe-AI kuzovumela isoftware nemishini ukuthi iphakamise inoveli nezixazululo ezibalulekile lapho kuhlangatshezwana nokungaqiniseki. Ezimbonini zesevisi nezokukhiqiza, ikakhulukazi, ama-cobots (amarobhothi asebenzisanayo) azokwazi ukufunda izimo kusenesikhathi esikhundleni sokulandela isethi yamapharamitha, futhi aphakamise izinketho noma ukuthuthukiswa kozakwabo abangabantu. Ezinye izimo ezingase zisebenziseke zisekuvikelekeni kwe-inthanethi nokunakekelwa kwezempilo, lapho amarobhothi namadivayisi angase athembeke ngokwengeziwe ukuthi athathe isinyathelo esisheshayo ngokusekelwe ezimweni eziphuthumayo ezingaba khona.

    Izinkampani zizohlomela kangcono nakakhulu ukunikeza izinsizakalo ezifanelana nawe kumakhasimende azo ukuze zenze umuzwa womuntu ngamunye. Kungase kube indawo evamile ukuthi amabhizinisi anikeze iminikelo yomuntu siqu kakhulu. Ukwengeza, i-AI izovumela amafemu ukuthi athole ulwazi olujulile mayelana nokuziphatha kwamakhasimende ukuze athuthukise imikhankaso yokumaketha ukuze asebenze kahle kakhulu noma aphumelele. Kodwa-ke, ukwamukelwa okusabalele kwama-algorithms okubikezela ukuziphatha kungase kuholele ekucatshangweni okusha kwezimiso zokuziphatha okuhlobene namalungelo obumfihlo nemithetho yokuvikela idatha. Ngenxa yalokho, ohulumeni bangase baphoqeleke ukuba bashaye umthetho izinyathelo ezengeziwe zokulawula ukusetshenziswa kwalezi zixazululo zokubikezela ukuziphatha kwe-AI.

    Izicelo zokubikezela ukuziphatha kwe-AI

    Ezinye izinhlelo zokusebenza zokubikezela ukuziphatha kwe-AI zingafaka:

    • Izimoto ezizishayelayo ezingabikezela kangcono ukuthi ezinye izimoto nabahamba ngezinyawo bazoziphatha kanjani emgwaqeni, okuholela ekuncipheni kokushayisana nezinye izingozi.
    • Ama-Chatbots angalindela ukuthi amakhasimende azosabela kanjani ezingxoxweni eziyinkimbinkimbi futhi azophakamisa izixazululo ezenziwe ngokwezifiso.
    • Amarobhothi ezikhungweni zokunakekelwa kwempilo kanye nezindawo zokunakekela ezisizwayo ezingabikezela ngokunembile izidingo zeziguli futhi abhekane ngokushesha nezimo eziphuthumayo.
    • Amathuluzi okuthengisa angabikezela izitayela zabasebenzisi ezinkundleni zokuxhumana, okuvumela izinkampani ukuthi zilungise amasu azo ngendlela efanele.
    • Amafemu ezinsizakalo zezezimali ezisebenzisa imishini ukuhlonza nokubikezela amathrendi ezomnotho esikhathi esizayo.
    • Osopolitiki abasebenzisa ama-algorithms ukunquma ukuthi iyiphi indawo okungenzeka ibe nesizinda sabavoti ababambe iqhaza kakhulu futhi balindele imiphumela yezepolitiki.
    • Imishini ekwazi ukuhlaziya idatha yezibalo zabantu futhi inikeze ukuqonda ngezidingo nezintandokazi zemiphakathi.
    • Isofthiwe engahlonza intuthuko elandelayo yezobuchwepheshe ehamba phambili yomkhakha othile noma imboni, njengokubikezela isidingo sesigaba somkhiqizo omusha noma ukunikezwa kwesevisi emakethe esafufusa.
    • Ukuhlonzwa kwezindawo lapho ukushoda kwabasebenzi noma izikhala zamakhono zikhona, ukulungiselela izinhlangano izisombululo ezithuthukisiwe zokuphatha amathalente.
    • Ama-algorithms asetshenziswa ukukhomba izindawo zokugawulwa kwamahlathi noma ukungcoliswa okungase zidinge ukunakwa okukhethekile lapho kuhlelwa imizamo yokonga noma imizamo yokuvikela imvelo.
    • Amathuluzi e-Cybersecurity angathola noma yikuphi ukuziphatha okusolisayo ngaphambi kokuba kube usongo, asize ngezinyathelo zokuvimbela kusenesikhathi ngokumelene nobugebengu be-inthanethi noma imisebenzi yobuphekula.

    Imibuzo okufanele icatshangelwe

    • Ucabanga ukuthi kanjani okunye ukubikezela kokuziphatha kwe-AI kuzoshintsha indlela esisebenzisana ngayo namarobhothi?
    • Yiziphi ezinye izimo zokusebenzisa ukufunda komshini obikezelayo?

    Izinkomba zokuqonda

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