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Umbono Oqhutshwa yi-AI vs Abasebenzi Babantu Ekuhlolweni Kwekhwalithi: Ngaphezu Kokuncintisana, Kubheke Ekuvumelaneni
Kwadalwa ngo 01.21
Ezenhlanganweni zokukhiqiza, ezokucubungula ukudla, kanye nezikhungo zezinsizakalo zezimali emhlabeni wonke, ukuhlolwa kwekhwalithi kubalulekile ukuze kugwenywe imikhiqizo/izinsizakalo ezingezinhle nokwaneliseka kwamakhasimende. Sekuyiminyaka eminingi, abasebenzi babengumgogodla wale nqubo, bethembela kulwazi lwabo, umuzwa, kanye nokuqaphela imininingwane ukuze bathole amaphutha futhi baqinisekise ukuthobela. Namuhla, izinhlelo zokubona eziholwa yi-AI zishintsha ngokushesha indawo, zithembisa isivinini esingakaze sibe khona, ukunemba, kanye nokukala. Indaba ezungeze leli shintsho ivame ukuyibeka njengomdlalo ongenzi lutho: i-AI ngokumelene nabantu, lapho omunye ezobuyisela omunye. Kodwa le mbono eyimibono emibili ayinaki iqiniso elinamandla kakhulu lokuhlolwa kwekhwalithi yesimanje—ukusebenzisana phakathi kwakho kokubili kudala uhlelo oluqinile, olusebenza kahle, futhi oluguquguqukayo kunalokho noma yikuphi kungaba wedwa.
Lesi sihloko sihluza amandla, imikhawulo, kanye nezinga lokusetshenziswa kokubili, ubuchwepheshe bokubona obuqhutshwa yi-AInabasebenzi babantu. Sidlulela ngalé kokuxoxisana ngokuthi "noma lokhu noma lokhuya" ukuze sihlolisise ukuthi izinhlangano zingasebenzisa kanjani amakhono ayingqayizivele omunye nomunye ukuze zithuthukise izinqubo zazo zokuqinisekisa ikhwalithi. Sisebenzisa izindaba ezisekelwe ezigamekweni zangempela ezivela emikhakheni ehlukahlukene kusukela ekukhiqizeni kuya kwezezimali, sinikeza imininingwane esebenzayo ezinkampanini ezihamba ngenqubo yokuguqukela ekuhlolweni kwekhwalithi okuhlakaniphile.
Ukukhuphuka Kombono Oshayelwa yi-AI: Isivinini, Ukukala, kanye Nokungaguquguquki
Izinhlelo zombono ezishayelwa yi-AI—ezinikwa amandla yi-machine learning, i-deep learning, kanye ne-computer vision algorithms—ziye zavela kusukela kumathuluzi akhethekile zaba izixazululo ezijwayelekile, zixazulula izinkinga ezikhungethe isikhathi eside ekuhlolweni kwekhwalithi okujwayelekile. Izinzuzo zazo eziyinhloko zitholakala ekubeni namandla okucubungula imiqulu emikhulu yedatha ngokungaguquguquki okungapheli, ngisho nasezindaweni zokusebenza ezinomfutho omkhulu, ezingama-24/7.
Enye yezinzuzo ezikhangayo ze-AI vision ukusebenza kwayo okungafani. Ezindaweni ezijwayelekile zezimboni, umsebenzisi womuntu angase achithe imizuzwana engama-40 ebheka ingxenye encane ngaphansi kwe-microscope, eqeda ukuhlola okungama-720 esikhathini esingu-8 sehora. Ngokuphambene, izinhlelo ze-AI vision zinganciphisa lesi sikhathi sokuhlola sibe ngaphansi kwemizuzwana emihlanu ngezingxenye, idivayisi eyodwa iphatha ngaphezu kwamayunithi angama-13,000 nsuku zonke—okulingana nokukhiqizwa kwabasebenzi abangu-18 abanolwazi. Le mphumela akukhona nje kuphela ngokuqhubekayo; ivumela ukuhlolwa okungu-100% kwemigqa yokukhiqiza, ukuthuthuka okukhulu uma kuqhathaniswa nezinga lokuhlola elijwayelekile elingu-20-30% elivamile ezinqubweni zokusebenza ngezandla. Isibonelo, uphawu oluhamba phambili lwekhofi lwenze ukuhlola okwakhiwe nge-AI okukhuluma nokubona ukuze kuqinisekiswe ukuthi kuhlangatshezwa konke okukhulumayo kwamakhasimende, kwandisa ukutholwa kokungahambisani kusuka ku-50% kuya ku-100% futhi kuthuthukisa ukwaneliseka kwamakhasimende ngama-85%.
Ukufana kuyindawo enye lapho i-AI idlula khona abasebenzi bomuntu. Ukukhathala komuntu, isimo sengqondo, kanye nokwahlulela okungokwakhe kungaholela ezingeni lokuhlola elingafani—okuthile okuthathwa njengokuthi "ukukhakha okuncane" ngumsebenzi oyedwa kungase kubonakale njengokuphazamiseka okukhulu komunye. Le miphumela yokungafani ivame ukuholela ezingeni lokuphazamiseka elingaphuthelwa elingaphezu kuka-40% ezinqubweni eziphathwayo. Izinhlelo zokubona ze-AI, ngokuphambene, zisebenzisa izinqubo ezifanayo kuzo zonke izinsuku zokuhlola, nezinga lephutha liphathwa ku-0.03% (3 ngama-10,000 units). Embonini yezinzwa zezimoto, isibonelo, izinhlelo ze-AI zixazulule inkinga yesikhathi eside yokungafani kwemvelo: ngenkathi izinhlelo ezijwayelekile zokusebenza noma ezine-algorithm ezinqunyiwe zidinga ukuhlela kabusha masonto onke ukuze zicabangele izinguquko zokukhanya (izinsuku ezinomoya vs. izinsuku ezikhanyayo ezithinta ukukhanya kwepende), amamodeli e-AI aqeqeshwe ngezimo ezihlukahlukene azivumelanisa ngokuzenzakalelayo, akhulula isidingo sokungenelela okuqhubekayo komuntu.
Ukukhulisa nokuhambisana kuthuthukisa kakhulu inani le-AI. Izinkundla zokubona ze-AI zanamuhla zisebenzisa "izindlela zokufundisa ezincane" ezivumela ukuthi zifunde amaphethini amasha okuphazamiseka ngezithombe ezingu-30-50 ezichaziwe—kuqhathaniswa nezinkulungwane zezibonelo ezidingekayo kumamodeli endlela yokufunda endala. Lokhu kusho ukuthi amabhizinisi angashintsha ngokushesha uhlelo lwezinto ezintsha noma izindinganiso zokusebenza ezibuyekeziwe. Isibonelo, umkhiqizi wezokudla (Yanjin Puzi) waphatha uhlelo lokubona lwe-AI ukuze ahlole amaqanda e-quail, wafundisa imodeli ngezithombe ezingu-30 ezichaziwe futhi wayisebenzisa phakathi kwamahora—inqubo ezothatha isonto ngezinhlelo zokuhlola ezijwayelekile. Ngaphezu kwalokho, izinhlelo ze-AI zikhanga ekucubunguleni izinhlobo eziningi zedatha ngasikhathi sinye (omsindo, umbhalo, ividiyo), okwenza zibe sezingeni eliphezulu lokulawula ikhwalithi ye-multi-modal emikhakheni efana nezimali, lapho zingahlola khona ukuqoshwa kwezingcingo, amarekhodi okukhuluma, kanye nezivivinyo zevidiyo ukuze zihlolwe ukuhamba kwemithetho.
Inani Elingenakuphikiswa Labasebenzi Babantu: Ukucabanga, Umbhalo, kanye Nokwahlulela Okuyinkimbinkimbi
Ngaphandle kwezinzuzo zayo zonke, ubuhlakani bokubona obuqhutshwa yi-AI akuyona imilingo. Abasebenzi babantu baletha amakhono ayingqayizivele ahlala engafinyeleleki ngisho nezinqubo ezithuthuke kakhulu—ikakhulukazi ezimeni ezidinga umongo, ukuqonda, nokwenza izinqumo eziyinkimbinkimbi. Lamandla enza abantu babaluleke kakhulu ezindaweni zokuhlola ikhwalithi ezinobungozi obukhulu futhi ezidinga ukucubungula okuningi.
Okokuqala, abantu bayakwazi kakhulu ukuthola izinkinga ezintsha, ezingalindelekile. Izinhlelo ze-AI ziqeqeshwa ukuthi zibone izinto ezifanayo nazo ezazibonile ngaphambili; lapho zibhekana nenkinga engahambisani nedatha abayiqeqeshwe ngayo, zivame ukuhluleka ukuyibika. Abantu, ngokuphambene, bangasebenzisa ulwazi lwabo ukuthola izinto ezingajwayelekile noma ngabe azihambisani nezigaba ezichaziwe. Ucwaningo oluqhathanisa izinhlelo ze-AI ezikhiqizayo (i-GPT-4o ne-Gemini 2.5 Flash) nabahloli babantu ekuhlolweni kokusebenziseka kalula kwesoftware lwathola ukuthi ngenkathi i-AI ithola izinkinga eziningi, abahloli babantu bathola ukunemba okuphezulu futhi bathola izinkinga eziningi ezingajwayelekile, ezingezona ezijwayelekile. Ekukhiqizeni, lokhu kuguqulela ekubambeni okubalulekile kokuphepha: umuntu opharetha angase abone isikhala esincane, esingajwayelekile endaweni yensimbi, into i-AI, eqeqeshwe ngezinhlobo ezijwayelekile zezikhala, ezingayiboni.
Ukwahlulela ngokombhalo kungenye yamandla omuntu. Ukuhlolwa kwekhwalithi kuvame ukudinga ukulinganisa izindinganiso zobuchwepheshe neziphumo zangempela—isibonelo, ukunquma ukuthi ukukhubazeka okuncane komkhiqizo womthengi kuzothinta ukusebenza noma imiqondo yamakhasimende. Abantu bangakwazi ukukala lezi zici ngokuzenzakalelayo, bedonsa ekuqondeni kwabo izidingo zamakhasimende, izindinganiso zomkhiqizo, kanye nokulindela kwemakethe. Ekucubunguleni ukudla, isibonelo, umhloli womuntu angakwazi ukubona umehluko phakathi kokuhlukahluka kwemvelo okungenabungozi (isibonelo, indawo enemibala kancane esithelweni) kanye nophawu lokubola, kanti i-AI ingase ihlukanise kabi ukuhlukahluka njengesici esingesihle ngokusekelwe kuphela emingceleni yombala.
Ubuhlakani bezingqondo kanye nokuzwelana kungeza enye indlela yokubaluleka ezindimeni zokulawula ikhwalithi ezibhekene namakhasimende. Emikhakheni efana nokudayisa noma ezezimali, ukuhlolwa kwekhwalithi kuvame ukubandakanya ukuhlola ukuxhumana namakhasimende (isibonelo, izingxoxo zocingo). Ngenkathi i-AI ingathola amagama angukhiye athile noma imisho ekhombisa ukungathobeli, abantu bangakwazi ukubona izimpawu ezicashile zemizwa—ukucasuka ezwini leklayenti, ukungabaza empendulweni yomenzeli—ezikhombisa izinkinga ezijulile. Ngokwesibonelo, umhlaziyi wekhwalithi womuntu angase aqaphele ukuthi impendulo yomenzeli ebhaliwe kakhulu yenza amakhasimende azizwe engathandwa, noma ngabe ayiphuli imithetho ecacile, futhi ancome ukuthuthukiswa kokuqeqeshwa. Ucwaningo ngokuhlolwa kokusetshenziswa kwesoftware luphinde lwaqaphela ukuthi abahloli babantu banikeze izincazelo ezinemininingwane, ezingasebenza zezinkinga, ngenkathi imibiko ye-AI yayivame ukuphinda izinto noma ingabi nomongo.
Ekugcineni, abantu badlala indima ebalulekile ekuqinisekiseni nasekuqiniseni izinhlelo ze-AI. Amamodeli e-AI avame ukuba namaphutha okubika okungamanga—ukubika izinto ezingeyona amaphutha njengamaphutha—ikakhulukazi ezindaweni eziyinkimbinkimbi ezinezimo eziguquguqukayo zokukhanya noma izici zezinto. Abasebenzi babantu bangabuyekeza lezi zinto ezibikiwe, balungise amaphutha e-AI, futhi banikeze idatha enezincazelo ukuze baqeqeshe kabusha futhi bahlele imodeli. Lesi sijikelezo sokubuyekeza sibalulekile ekuthuthukisweni okuqhubekayo: ngaphandle kokuqondiswa ngabantu, izinhlelo ze-AI zingase ziqhubeke namaphutha noma ziphelelwe yisikhathi njengoba imikhiqizo noma izindinganiso zishintsha.
Ngaphambi Kokuncintisana: Ikusasa Lokuhlola Ikhwalithi Elisebenzisana
Izinhlelo zokuhlolwa kwekhwalithi ezisebenza kahle kakhulu namuhla azilona ezwe-AI kuphela noma ezabantu kuphela—zizinhlobo ezixubile ezihlanganisa amandla omabili. Lokhu kuhlangana kuxazulula ubunzima bendawo ngayinye ngenkathi kukhulisa izinzuzo zazo. Ngezansi kunezinhlobo ezine eziyinhloko zokubambisana ezamukelwa kulo lonke izimboni:
1. I-AI Njengesihlungi Sokuqala, Abantu Njengezigwebo Zokugcina
Ezigodini zokukhiqiza ezinkulu (isibonelo, ukukhiqizwa kwezinto zikagesimende, ukucubungula ukudla), i-AI iphathe ukuhlolwa kokuqala, ihlukanise ngokushesha imikhiqizo izigaba ezithi "idlulile," "yehla," kanye "kudingeka ukubuyekezwa." Abantu bese begxila kuphela kwingxenye encane ethi "kudingeka ukubuyekezwa"—ngokuvamile okungu-5-10% wamayunithi aphelele—besebenzisa ukwahlulela kwabo ukwenza izinqumo zokugcina. Le modeli inciphisa kakhulu umthwalo womuntu ngenkathi iqinisekisa ukuthi akukho ukukhubazeka okuyimfihlo noma okusha okudlula. Ngokwesibonelo, inkampani yezokuthutha yethula uhlelo lokuhlola lwe-AI oluningi ukuthi luhlanganise u-100% wamarekhodi wezingcingo, luphawula izindaba eziyingozi ezinkulu ukuze zibuyekezwe ngabantu. Umphumela: iziphambeko ezibomvu zehle ngo-90%, futhi abahloli babantu baphambukisa isikhathi sabo kusuka ekuhlanganiseni okuyisicefe ngesandla kuya ekuhlaziyeni okuyisistimu.
2. Ukuqeqeshwa Nokuthuthukiswa Kwe-AI Ngomuntu Ohilelekile
Njengoba kushiwo ngaphambili, abantu badlala indima ebalulekile ekuthuthukiseni ukusebenza kwe-AI. Abasebenzi baphawula amasampula amasha okuphazamiseka, balungisa amaphutha aphakanyisiwe/aphikisiwe, futhi banikeza umongo wezimo ezinzima—idatha esetshenziselwa ukuqeqesha kabusha imodeli ye-AI. Lokhu kudala umjikelezo wokuthuthukiswa okuqhubekayo: njengoba i-AI isetshenziswa kakhulu, iba smart kakhulu, futhi abasebenzi abantu baba nekhono elingcono. Inkampani ye-insurance yokuphila ifake le modeli, isebenzisa i-AI ukuhlola izivivinyo zevidiyo ukuze ibone izikhala zokuhambisana (isb., izitatimende zokwembula ezilahlekile) kanye nabahlaziyi abantu ukuze bahlaziye izimo ezingacacile. Ngokuhamba kwesikhathi, ukunemba kwe-AI kuthuthukiswe kusuka ku-90% kuya ku-98%, futhi izinga lokuhlola lokuqala lenkampani likhuphuke lisuka ku-50% laya ku-90%.
3. I-AI Yokuhlola Okujwayelekile, Abantu Bezimo Eziyinkimbinkimbi
Le modeli ihlinzeka ngemisebenzi ephindaphindayo, eyenziwe ngendlela efanayo ku-AI futhi igcine ukuhlolwa okuyinkimbinkimbi, okudinga ukucubungula okujulile kubantu. Ngokwesibonelo, ekwenziweni kwezimoto, i-AI ingahlola ngokushesha amaphutha ajwayelekile (isibonelo, amabhawodi alahlekile, ukungahlangani kwezingxenye okungalungile) ezintweni eziningi, kanti abantu bahlola izingxenye ezenziwe ngokwezifiso noma ezinembayo ephezulu (isibonelo, izingxenye zenjini ezinobunjini obuyinkimbinkimbi) ezidinga ukwahlulela okubhekiswe kumuntu. Ekuhlolweni kokusebenziseka kalula kwesofthiwe, i-AI ingahlola izinkinga eziyisisekelo zesixhumanisi (isibonelo, izixhumanisi ezilimele, izinkinobho ezingaphenduli), kanti abahloli babantu bahlola izici zesipiliyoni somsebenzisi (isibonelo, ukuba lula ukuyisebenzisa, ukufinyeleleka).
4. Ukubambisana Ngesikhathi Sangempela: Izexwayiso ze-AI, Ukungenelela Komuntu
Ezindaweni lapho isikhathi sibaluleke khona kakhulu (isibonelo, izikhungo zezingcingo, imigqa yokukhiqiza esheshayo), izinhlelo ze-AI zinikeza izexwayiso zesikhathi sangempela kubasebenzi babantu lapho zithola izinkinga ezingenzeka. Lokhu kuvumela abantu ukuba bangenelele ngokushesha, kuvinjelwe imikhiqizo enesici ukuthi ifinyelele kumakhasimende noma ukuthi ukuxhumana okungahambisani nomthetho kuqhubeke. Inkampani yezimali zabathengi yasebenzisa le ndlela: i-AI yahlola amarekhodi ezingcingo ngesikhathi sangempela, yaphawula ulimi olubucayi noma izitatimende ezingahambisani nomthetho futhi yazisa abaqondisi. Umphumela: amazinga okwanda kwezikhalazo ehla ngo-50%, nesikhathi sokuxazulula izinkinga zokuhambisana nomthetho sabuyela kusuka emahoreni angu-24 saya ehoreni elilodwa.
Izindaba Zempumelelo Zangempela Zokusebenzisana Komuntu Ne-AI
Emikhakheni eyahlukene, amabhizinisi azuza izinzuzo zezinhlelo zokuhlola ikhwalithi ezihlanganisiwe. Nansi imizekelo emibili evelele:
Ukwenziwa Kwezimboni: Ukuhlola Okwenziwa yi-AI noMuntu kwaSenSairui Kwamac Components Okunembayo – Inkampani yezobuchwepheshe yaseShayina (SenSairui) yafaka uhlelo lokubona nge-AI lokuhlola izingxenye ezincane zezimoto, yanciphisa isikhathi sokuhlola kusuka kumasekhondi angu-40 saya kumasekhondi angu-5 ngeyunithi ngayinye futhi yandisa umkhiqizo wansuku zonke kusuka ku-720 saya ku-13,000 amayunithi. Noma kunjalo, inkampani yagcina abasebenzi babantu ukuthi babuyekeze izinto ezingajwayelekile ezikhonjiswe yi-AI futhi baqeqeshe imodeli ngezigigaba ezintsha zamaphutha. Uhlelo oluhlanganisiwe lwafeza izinga lamaphutha angabanjwanga elingu-0.03%—ukuthuthuka okukhulu kakhulu kunezinga elingu-40%+ lokuhlola ngesandla—kantianciphisa izindleko zabasebenzi ngo-70%. Okubalulekile ukuthi, inkundla ye-AI yaklanywa ukuthi "ingenayo ikhodi," ivumela abasebenzi babantu abangenalo ulwazi lwe-AI ukuthi baphawule amaphutha futhi baqeqeshe kabusha imodeli besebenzisa isikhombimsebenzisi esilula, esibonakalayo.
Ezokwezimali: Ukuhambisana Komshwalense Namaqembu E-AI Namuntu – Inkampani enkulu yomshwalense yethule uhlelo lokuhlola lwe-AI olusebenzisa izindlela eziningi ukuskena u-100% wama-rekhodi wezingcingo nezingxoxo ngevidiyo ukuze kutholwe ukwephulwa kwemithetho (isibonelo, ukwehluleka ukudalula imigomo yenqubomgomo). I-AI yabonisa izinkinga ezingenzeka, futhi abahlaziyi abantu babuyekeza futhi baqinisekisa lezi zinkinga. Indlela eyinhlanganisela yandise amazinga okuhambisana kusuka ku-85% kuya ku-95%, yanciphisa ukwephulwa kwemithetho kwaba zero, futhi yanciphisa isikhathi esichithwa ekubuyekezweni kokuhambisana ngo-54%. Ngaphezu kwalokho, uhlelo lwe-AI lwenza ngokuzenzakalelayo izinto zokuqeqesha kusuka ekuphulweni okwenzeka njalo, kwanciphisa isikhathi sokuqeqesha abasebenzi abasha kusuka emavikini angu-4 kuya evikini elilodwa.
Ukwenza Uhlelo Lokuhlola Ikhwalithi Oluhlanganisiwe: Izinto Ezibalulekile Okufanele Uzicabangele
Amabhizinisi afuna ukwamukela indlela yokuhlanganisa umuntu ne-AI, nazi izinyathelo ezibalulekile zokuqinisekisa impumelelo:
1. Hlola Isekelo Sakho Sokusebenzisa: Chaza ukuthi yimiphi imisebenzi yokuhlola ephindaphindayo futhi eyenziwe ngendlela efanayo (ilungele i-AI) nokuthi yimiphi edinga umongo noma ukuqonda (ilungele abantu). Phambili imisebenzi enevolumu ephezulu, enemininingwane encane ukuze kusetshenziswe i-AI ekuqaleni.
2. Khetha Inkundla Ye-AI Elungile: Khetha uhlelo lokubona lwe-AI olusekela ukuqeqeshwa kwamasampula amancane (kunciphisa umthwalo wokuqoqa idatha) kanye nezindawo zokusebenzisa ezilula (ezivumela abasebenzi babantu ukuthi babambe iqhaza ekuthuthukiseni imodeli ngaphandle kwamakhono okubhala amakhodi). Bheka amakhono amaningi uma ukuhlola kwakho kuhilela izinhlobo ezahlukene zedatha (umsindo, umbhalo, ividiyo).
3. Tshala Ekuqeqeshweni Kwabantu: Qeqesha ithimba lakho lokuhlola ukuthi lisebenze kahle ne-AI—ubafundise ukuthi babuyekeze izimpawu ze-AI, bachaze amaphutha, futhi baqonde imikhawulo yohlelo. Lokhu kunika abantu amandla okuba nesibopho senqubo yekhwalithi esikhundleni sokubona i-AI njengesithiyo.
4. Dala Izindlela Zokubika Imininingwane: Dala izinqubo ezisemthethweni ukuze abasebenzi babike ukusebenza kwe-AI (amaphutha angamanga/okungabonakali, ukungabonakali okungaziwa). Sebenzisa le mininingwane ukuze uqeqeshe futhi ubuyekeze imodeli ye-AI njalo.
5. Linganisa Impumelelo Ngokuphelele: Landelela izilinganiso ngaphezu kwejubane nezindleko—kuhlanganise nesilinganiso sokutholwa kwamaphutha, isilinganiso sokuthobela, ukwaneliseka kwamakhasimende, nokuzibandakanya kwabasebenzi. Uhlelo oluyimpumelelo oluhlanganisiwe kufanele luthuthukise zonke lezi zindawo, hhayi eyodwa kuphela.
Isiphetho: Ukusebenzisana Kunokushintshwa
Impikiswano phakathi kombono ohanjiswa yi-AI nabantu abasebenzayo ekuhlolweni kwekhwalithi ekugcineni iyimpikiswano eyize. I-AI ihamba phambili ngesivinini, ukukala, nokungaguquguquki, kuyilapho abantu baletha ukuqonda, umongo, nokuzivumelanisa nezimo. Ikusasa lokulawula ikhwalithi lincike ekusebenziseni lezi zici ezihambisanayo ukudala izinhlelo ezixubile ezisebenza kahle kakhulu, ezinembayo, futhi ezimelana nezimo kunanoma iyiphi ingaba yodwa.
Njengoba ubuchwepheshe be-AI buqhubeka nokuthuthuka—ngokufunda okuthuthukisiwe kwamasampula amancane, ukuzivumelanisa kangcono nezindawo eziyinkimbinkimbi, kanye nezindlela zokusebenzisa ezilungele abasebenzisi—ukusebenzisana kwayo nabantu abasebenzayo kuzoqhubeka nokujula. Amabhizinisi amukela le synergy ngeke athuthukise izinqubo zawo zokuhlola ikhwalithi kuphela kodwa futhi azuze umkhawulo wokuncintisana emakethe yomhlaba wonke efuna kakhulu.
Umbuzo awuseyona "i-AI noma abantu?" kodwa "singayenza kanjani i-AI nabantu basebenze kangcono ndawonye?" Kulabo abaphendula lo mbuzo ngempumelelo, imivuzo icacile: ikhwalithi ephezulu, izindleko eziphansi, kanye namakhasimende nabasebenzi abajabule ngokufanayo.
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