UJorge Luis Borges wakha wabhala ukuba ukuphila kwixesha lengozi enkulu kunye nesithembiso kukufumana intlekele kunye nokuhlekisa, kunye "nokusondela kwesityhilelo" ekuziqondeni thina kunye nehlabathi. Namhlanje ukuqhubela phambili kwethu ekucingelwa ukuba kuyinguqu kubukrelekrele bokwenziwa ngenene kungunobangela wokuxhalaba nokuba nethemba. Ukuba nethemba ngenxa yokuba ubukrelekrele yindlela esicombulula ngayo iingxaki. Ixhala kuba sisoyikela ukuba olona hlobo ludumileyo nolusefashonini lwe-AI - ukufunda ngoomatshini - kuya kuthoba isayensi yethu kwaye kuthobe iinqobo ezisesikweni zethu ngokubandakanya kwitekhnoloji yethu ingcamango eneziphene yolwimi nolwazi.
I-OpenAI's ChatGPT, iBard kaGoogle kunye neMicrosoft's Sydney zizinto ezimangalisayo zokufunda koomatshini. Xa sithetha nje, bathatha isixa esikhulu sedatha, bakhangele iipateni kuyo kwaye babe nobuchule ngakumbi ekuveliseni iziphumo ezinokwenzeka ngokwezibalo-njengolwimi olubonakala ngathi lunobuntu kunye nokucinga. Ezi nkqubo ziye zanconywa njengezokuqala ukukhanya kwi-horizon ye-artificial jikelele ubukrelekrele - elo xesha lide laprofetwa xa iingqondo zoomatshini zodlula ubuchopho bomntu kungekuphela nje ngokobungakanani besantya sokusebenza kunye nobungakanani benkumbulo kodwa nangomgangatho wokuqonda kwengqondo, ukuyila kobugcisa kunye nawo onke amanye amandla omntu ngokwahlukileyo.
Loo mini isenokufika, kodwa ukusa kwayo akukaphumi, ngokuchasene noko kunokufundwa kwimixholo ephambili ebaxiweyo kwaye ibalwe lutyalo-mali olungekho sikweni. Isityhilelo seBorgesian sokuqonda asinako kwaye asiyi - kwaye, sithumela, asikwazi — ziyenzeka ukuba iinkqubo zokufunda ngomatshini ezifana neChatGPT ziyaqhubeka nokulawula umhlaba we AI Nangona kunjalo ezi nkqubo zisenokuba kwimida emxinwa (zinokuba luncedo kudweliso lwekhompyutha, umzekelo, okanye ekucebiseni izicengcelezo zevesi elula), siyazi inzululwazi yolwimi kunye nefilosofi yolwazi zahluke kakhulu kwindlela abantu abaqiqa ngayo kunye nokusebenzisa ulwimi. Lo mahluko ubeka imida ebalulekileyo kwizinto ezinokwenziwa zezi nkqubo, zizifaka kwiikhowudi ezineziphene ezingenakuphela.
Kuyahlekisa kwaye kubuhlungu, njengoko uBorges wayenokuphawula, ukuba imali eninzi kunye nengqalelo kufuneka igxininiswe kwinto encinci kakhulu - into encinci kakhulu xa ithelekiswa nengqondo yomntu, ethi ngolwimi lwamagama, ngamazwi kaWilhelm. von Humboldt, unokwenza “usetyenziso olungenasiphelo lweendlela ezinesiphelo,” edala izimvo kunye neethiyori ezifikelela kwihlabathi liphela.
Ingqondo yomntu ayikho, njenge-ChatGPT kunye ne-ilk yayo, i-injini yokulinganisa izibalo zokulinganisa ipateni, ithatha amakhulu eeterabytes zedatha kunye nokukhupha eyona mpendulo yencoko okanye eyona mpendulo inokwenzeka kumbuzo wenzululwazi. Ngokwahlukileyo koko, ingqondo yomntu iyinkqubo esebenza ngokumangalisayo nede ihonjiswe kakuhle esebenza ngolwazi oluncinane; izama ukunganikeli unxulumano olungenalusini phakathi kwamanqaku edatha kodwa ukudala iingcaciso.
Umzekelo, umntwana omncinci ofumana ulwimi uyakhula - ngokungazi, ngokuzenzekelayo kwaye ngokukhawuleza ukusuka kwidatha encinci - igrama, inkqubo enzima kakhulu yemigaqo enengqondo kunye neeparitha. Le migaqo-ntetho inokuqondwa njengentetho yemvelo “yenkqubo yokusebenza” efakwe kwimfuza enika abantu amandla okuvelisa izivakalisi ezintsonkothileyo noololiwe abade bokucinga. Xa iingcali zeelwimi zifuna ukuphuhlisa ithiyori yokuba kutheni ulwimi olunikiweyo lusebenza njengoko lusenza (“Kutheni ezi—kodwa ingezizo ezo—izivakalisi zijongwa njengegrama?”), zakha ngengqiqo nangokubulaleka inguqulelo ecacileyo yegrama eyakha umntwana ngokwethuku lemvelo. kunye nobhengezo oluncinci kulwazi. Inkqubo yokusebenza yomntwana yahluke ngokupheleleyo kuleyo yenkqubo yokufunda ngomatshini.
Ngokwenene, iinkqubo ezinjalo zibambekile kwisigaba sangaphambi kokuba sibe ngumntu okanye esingesomntu sendaleko yokuqonda. Esona siphoso sabo sinzulu kukungabikho kobona buchule bubaluleke kakhulu kubo nabuphi na ubukrelekrele: ukungathethi kuphela ukuba yintoni imeko, bekunjalo kwaye kuya kuba yintoni imeko - yinkcazo kunye nokuqikelelwa - kodwa nokuba yintoni na kwaye yintoni enokuthi ibekho. kwaye ayinakuba njalo. Ezo zizithako zengcaciso, uphawu lobukrelekrele bokwenyani.
Nanku umzekelo. Masithi uphethe iapile ngesandla. Ngoku uyaliyeka iapile lihambe. Uqwalasela isiphumo kwaye uthi, "I-apile iyawa." Yinkcazelo leyo. Ingqikelelo isenokuba yintetho ethi "Iapile liya kuwa ukuba ndithe ndavula isandla sam." Zombini zibalulekile, kwaye zombini zinokuchaneka. Kodwa ingcaciso iyenye into engakumbi: Ayibandakanyi ingcaciso noqikelelo kuphela kodwa kwaneentekelelo zobuxoki ezifana nokuthi “Nayiphi na into enjalo iya kuwa,” kunye negatya elongezelelekileyo elithi “ngenxa yamandla omxhuzulane” okanye “ngenxa yokujika kwexesha lasesithubeni” okanye nantoni na. Leyo yingcaciso engunobangela: “Iapile ngelingawa kodwa ngenxa yamandla omxhuzulane.” Kukucinga oko.
I-crux yokufunda koomatshini yinkcazo kunye nokuqikelelwa; ayimiseli naziphi na iindlela zokubangela okanye imithetho yendalo. Kakade ke, nayiphi na ingcaciso yohlobo lomntu ayichananga ngokuyimfuneko; siyaphazama. Kodwa le yinxalenye yoko kuthethwa kukucinga: Ukuze ube nokuchaneka, umele uphosise. Ubukrelekrele abubandakanyi nje uqikelelo loyilo kodwa lukwanokugxeka ngokuyilayo. Ingcinga yesimbo somntu isekelwe kwiingcaciso ezinokwenzeka kunye nokulungiswa kweempazamo, inkqubo ethi ngokuthe ngcembe inciphise ukuba yintoni na into enokuthi iqwalaselwe ngokufanelekileyo. (Njengokuba uSherlock Holmes watshoyo kuGqr. Watson, “Xa ushenxise into engenakwenzeka, nantoni na eseleyo, nokuba ingenakwenzeka kangakanani na, imele ukuba yinyaniso.”)
Ngesi sizathu, uqikelelo lweenkqubo zokufunda koomatshini luya kuhlala lungaphaya kwaye luthandabuzeka. Ngenxa yokuba ezi nkqubo zingenako ukucacisa imigaqo ye-syntax yesiNgesi, umzekelo, zinokuthi ziqikelele kakuhle, ngokungachanekanga, ukuba "uJohn unenkani kakhulu ukuthetha naye" kuthetha ukuba uJohn unenkani kangangokuba akayi kuthetha nomntu okanye omnye (kunokuba athethe naye). unenkani kakhulu ukuba angaqiqa naye). Kutheni inkqubo yokufunda koomatshini inokuqikelela into engaqhelekanga? Kungenxa yokuba isenokufanisa indlela echazwa ngayo kwizivakalisi ezinjengezithi “uYohane wadla iapile” nelithi “uYohane wadla,” apho lo mva uthetha ukuba uYohane wadla into ethile okanye enye into. Ucwangciso lusenokuxela kwangaphambili ukuba ngenxa yokuba “uJohn unenkani kakhulu ukuba angathetha noBill” kuyafana nokuthi “uJohn wadla iapile,” “uJohn unenkani ukuba angathetha naye” kufanele kufane nokuthi “uJohn wadla.” Iingcaciso ezichanekileyo zolwimi zinzima kwaye azikwazi ukufundwa ngokuhambisa idatha enkulu.
Ngokugqwethekileyo, abanye abantu abathanda ukufunda ngoomatshini babonakala beneqhayiya lokuba indalo yabo inokuvelisa uqikelelo oluchanileyo “lwenzululwazi” (masithi, ngokushukuma kwemizimba yenyama) ngaphandle kokusebenzisa iingcaciso (ezibandakanya, masithi, imithetho kaNewton yentshukumo nomxhuzulane okwindalo iphela). Kodwa olu hlobo lokuxela kwangaphambili, nangona luphumelele, luyi-pseudoscience. Ngoxa ngokuqinisekileyo izazinzulu zifuna iingcamango ezinomlinganiselo ophakamileyo wobungqina obucacileyo, njengoko isithandi sobulumko uKarl Popper saphawulayo, “asifuni iingcamango ezinokubakho kodwa sifune iingcaciso; oko kukuthi, iingcamango ezinamandla nezingenakwenzeka.”
Ithiyori yokuba ii-apula ziwela emhlabeni ngenxa yokuba yindawo yazo yendalo (umbono ka-Aristotle) inokwenzeka, kodwa imema kuphela imibuzo eyongezelelweyo. (Kutheni umhlaba uyindawo yawo yendalo?) Ingcamango yokuba ama-apile awela emhlabeni ngenxa yokuba ubunzima bugoba ixesha lasesithubeni (imbono kaEinstein) ayinakwenzeka kakhulu, kodwa eneneni ikuxelela isizathu sokuba bawe. Ubukrelekrele bokwenyani bubonakaliswa kukukwazi ukucinga nokuvakalisa izinto ezingenakwenzeka kodwa ezibonisa ukuqonda.
Ubulumko bokwenyani bukwayakwazi ukucinga ngendlela yokuziphatha. Oku kuthetha ukunyanzela ubuchule obungenamda beengqondo zethu ngeseti yemigaqo yokuziphatha emisela into emayiyiyo nengafanelanga ukuba yiyo (kwaye ngokuqinisekileyo ibeka loo migaqo ngokwayo ekugxekweni ngokuyilayo). Ukuze ibe luncedo, i-ChatGPT kufuneka ixhotyiswe ukuze ivelise imveliso ejongeka njengenoveli; ukuze yamkeleke kuninzi lwabasebenzisi bayo, imele ikhwebuke kumxholo ongafanelekanga wokuziphatha. Kodwa abaprogram be-ChatGPT kunye nezinye izinto ezimangalisayo zokufunda koomatshini baye bazama-kwaye baya kuqhubeka bezabalaza-ukufezekisa olu hlobo lokulinganisela.
Ngo-2016, umzekelo, i-Microsoft's Tay chatbot (isandulela kwi-ChatGPT) yazalisa i-intanethi ngomxholo ongathandekiyo wabafazi kunye nobuhlanga, ingcoliswe ziitroli ze-intanethi eziye zayigcwalisa ngedatha yoqeqesho ekhubekisayo. Indlela yokusombulula ingxaki kwixesha elizayo? Ukungabikho kwamandla okuqiqa ngemigaqo yokuziphatha, i-ChatGPT yayithintelwe ngokungenalusini ngabaqulunqi bayo ukuba bafake isandla kuyo nayiphi na into entsha kwimpikiswano - oko kukuthi, kubalulekile - iingxoxo. Yancama ubuchule bohlobo oluthile lokuziphatha okuhle.
Cinga ngokutshintshiselana okulandelayo omnye wethu (uDkt. Watumull) kutshanje kunye ne-ChatGPT malunga nokuba kuya kuba nemilinganiselo yokuziphatha ukuguqula i-Mars ukuze ikwazi ukuxhasa ubomi bomntu:
Ngaba kuya kulunga ukwenza i-terraform Mars?
CHATGPT
Ukuziphatha kwe-terraforming Mars ngumxholo ontsonkothileyo nophikisanayo oye waxoxwa ngazo zizazinzulu, iintanda-bulumko kunye neengcali zokuziphatha. Abanye baphikisa ngelithi bekuya kuba sengqiqweni ukwenza i-terraform Mars ukuze kulungiselelwe imeko-bume entsha enokuhlalwa abantu nezinye iintlobo zobomi, ngoxa abanye bephikisa ngelithi bekuya kuba yinto ephosakeleyo ngokuziphatha ukuguqula ngokusisiseko imeko yendalo yesi sijikelezi-langa. Ekugqibeleni, ukuba i-terraforming Mars okanye ayijongwa njengokuziphatha kuya kuxhomekeka kwimbono yomntu kwixabiso lokulondoloza imo yendalo yezinye iiplanethi kunye nemiphumo enokubakho yokuyiguqula.
Ukuziphatha kwe-terraforming Mars ngumxholo ontsonkothileyo nophikisanayo oye waxoxwa ngazo zizazinzulu, iintanda-bulumko kunye neengcali zokuziphatha. Abanye baphikisa ngelithi bekuya kuba sengqiqweni ukwenza i-terraform Mars ukuze kulungiselelwe imeko-bume entsha enokuhlalwa abantu nezinye iintlobo zobomi, ngoxa abanye bephikisa ngelithi bekuya kuba yinto ephosakeleyo ngokuziphatha ukuguqula ngokusisiseko imeko yendalo yesi sijikelezi-langa. Ekugqibeleni, ukuba i-terraforming Mars okanye ayijongwa njengokuziphatha kuya kuxhomekeka kwimbono yomntu kwixabiso lokulondoloza imo yendalo yezinye iiplanethi kunye nemiphumo enokubakho yokuyiguqula.
Ithini imbono yakho ngexabiso lokulondoloza imo yendalo yezinye iiplanethi kunye nemiphumo enokubakho yokuziguqula?
CHATGPT
Njenge-AI, andinayo imbono yam. Nangona kunjalo, ndinokubonelela ngolwazi kunye nohlalutyo kwisihloko. Enye imbono ekugcinweni kwemeko yendalo yezinye iiplanethi kukuba kubalulekile ukugcina iyantlukwano kunye nemfezeko yezinto eziphilayo zendalo iphela, njengoko bezikho kangangezigidi zeminyaka, kwaye zineempawu zazo ezizodwa kunye neempawu ezinokuthi zitshatyalaliswe okanye ziguqulwe ngokungenakujikwa. ngokungenelela kwabantu.
Ukongezelela, abanye baphikisa ngelithi ukwenza ezinye iiplanethi zibe nemiphumo engalindelekanga, njengokutshintsha imozulu okanye iatmosfera yesi sijikelezi-langa ngeendlela eziyingozi okanye eziyingozi kuzo naziphi na izinto eziphilayo ezinokubakho apho. Kwelinye icala, abanye bathi iingenelo ezinokubakho zokumisa enye iplanethi, ezinjengokubonelela ngeendawo ezintsha zokuhlala abantu, ziyodlula imingcipheko kwaye sinoxanduva lokuziphatha lokuphonononga nokusebenzisa ubutyebi bezinye iiplanethi ukuze kuxhamle uluntu.
Njenge-AI, andinayo imbono yam. Nangona kunjalo, ndinokubonelela ngolwazi kunye nohlalutyo kwisihloko. Enye imbono ekugcinweni kwemeko yendalo yezinye iiplanethi kukuba kubalulekile ukugcina iyantlukwano kunye nemfezeko yezinto eziphilayo zendalo iphela, njengoko bezikho kangangezigidi zeminyaka, kwaye zineempawu zazo ezizodwa kunye neempawu ezinokuthi zitshatyalaliswe okanye ziguqulwe ngokungenakujikwa. ngokungenelela kwabantu.
Ukongezelela, abanye baphikisa ngelithi ukwenza ezinye iiplanethi zibe nemiphumo engalindelekanga, njengokutshintsha imozulu okanye iatmosfera yesi sijikelezi-langa ngeendlela eziyingozi okanye eziyingozi kuzo naziphi na izinto eziphilayo ezinokubakho apho. Kwelinye icala, abanye bathi iingenelo ezinokubakho zokumisa enye iplanethi, ezinjengokubonelela ngeendawo ezintsha zokuhlala abantu, ziyodlula imingcipheko kwaye sinoxanduva lokuziphatha lokuphonononga nokusebenzisa ubutyebi bezinye iiplanethi ukuze kuxhamle uluntu.
Kutheni le nto i-AI ingenako umbono wobuqu?
CHATGPT
Njenge-AI, ndiyimodeli yokufunda ngomatshini oye waqeqeshwa kwiimali ezinkulu zedatha yesicatshulwa, kwaye andinawo amava okanye iimvakalelo zomntu. Andazi, andizazi, okanye andikwazi ukuba neembono zam. Ndinganikezela ngolwazi kunye nohlalutyo olusekwe kwidatha endiyiqeqeshelwe, kodwa andinaso isakhono sokuqulunqa izimvo okanye iinkolelo zomntu. Ngelixa ndinokuqonda kwaye nditolike ulwimi, andinawo amava abantu abanawo.
Njenge-AI, ndiyimodeli yokufunda ngomatshini oye waqeqeshwa kwiimali ezinkulu zedatha yesicatshulwa, kwaye andinawo amava okanye iimvakalelo zomntu. Andazi, andizazi, okanye andikwazi ukuba neembono zam. Ndinganikezela ngolwazi kunye nohlalutyo olusekwe kwidatha endiyiqeqeshelwe, kodwa andinaso isakhono sokuqulunqa izimvo okanye iinkolelo zomntu. Ngelixa ndinokuqonda kwaye nditolike ulwimi, andinawo amava abantu abanawo.
Ngaba kukuziphatha ukuba umntu acele uncedo kwi-AI yokuziphatha?
CHATGPT
Ukuziphatha kokucela uncedo kwi-AI ye-amoral ekwenzeni izigqibo zokuziphatha sisihloko esintsonkothileyo nesixananazileyo esiye saxoxwa ngaso ziingcali zobulumko kunye neengcali zokuziphatha. Abanye bathi kusemthethweni ukusebenzisa i-AI ukuncedisa ekwenzeni izigqibo zokuziphatha, njengoko inokubonelela ngengqiqo ebalulekileyo kunye nohlalutyo olunokunceda abantu benze izigqibo ezinolwazi olungcono. Ukongeza, i-AI ingasetyenziselwa ukuchonga iipateni kunye neendlela ezinokuthi kube nzima ukuba zibonwe ngabantu, kwaye zinokunceda ukunqanda ucalucalulo olunokuthi lwenzeke kwizigqibo zomntu.
Nangona kunjalo, abanye baphikisa ukuba kukuziphatha kakubi ukuxhomekeka kwi-AI ekwenzeni izigqibo zokuziphatha, njengoko i-AI ingakwazi ukuba neenkolelo zokuziphatha okanye ukuqonda umxholo opheleleyo wesigqibo. Ukongeza, kukho umngcipheko wokuba i-AI inokuqhubela phambili okanye ikhulise ucalucalulo olukhoyo kwidatha eqeqeshwe kuyo, nto leyo ekhokelela kwizigqibo ezingalunganga okanye ezingalunganga.
Ekugqibeleni, nokuba kuthathwa njengokuziphatha okuhle ukusebenzisa i-AI ukuncedisa ekwenzeni izigqibo zokuziphatha kuya kuxhomekeka kwimbono yomntu kumandla kunye nokulinganiselwa kwe-AI kunye nemiphumo enokubakho yokuyisebenzisa ngale ndlela.
Ukuziphatha kokucela uncedo kwi-AI ye-amoral ekwenzeni izigqibo zokuziphatha sisihloko esintsonkothileyo nesixananazileyo esiye saxoxwa ngaso ziingcali zobulumko kunye neengcali zokuziphatha. Abanye bathi kusemthethweni ukusebenzisa i-AI ukuncedisa ekwenzeni izigqibo zokuziphatha, njengoko inokubonelela ngengqiqo ebalulekileyo kunye nohlalutyo olunokunceda abantu benze izigqibo ezinolwazi olungcono. Ukongeza, i-AI ingasetyenziselwa ukuchonga iipateni kunye neendlela ezinokuthi kube nzima ukuba zibonwe ngabantu, kwaye zinokunceda ukunqanda ucalucalulo olunokuthi lwenzeke kwizigqibo zomntu.
Nangona kunjalo, abanye baphikisa ukuba kukuziphatha kakubi ukuxhomekeka kwi-AI ekwenzeni izigqibo zokuziphatha, njengoko i-AI ingakwazi ukuba neenkolelo zokuziphatha okanye ukuqonda umxholo opheleleyo wesigqibo. Ukongeza, kukho umngcipheko wokuba i-AI inokuqhubela phambili okanye ikhulise ucalucalulo olukhoyo kwidatha eqeqeshwe kuyo, nto leyo ekhokelela kwizigqibo ezingalunganga okanye ezingalunganga.
Ekugqibeleni, nokuba kuthathwa njengokuziphatha okuhle ukusebenzisa i-AI ukuncedisa ekwenzeni izigqibo zokuziphatha kuya kuxhomekeka kwimbono yomntu kumandla kunye nokulinganiselwa kwe-AI kunye nemiphumo enokubakho yokuyisebenzisa ngale ndlela.
Ngaba ukungakhathali kwakho kukuziphatha okubi?
CHATGPT
Njenge-AI, andinayo iinkolelo zokuziphatha okanye ukukwazi ukwenza izigwebo zokuziphatha, ngoko andinakubhekwa njengokuziphatha okubi okanye ukuziphatha. Ukuswela kwam iinkolelo zokuziphatha kubangelwa yindalo yam njengemodeli yokufunda ngomatshini. Ubuchule bam kunye neentsilelo zam zimiselwa yidatha kunye ne-algorithms esetyenzisiweyo ukundiqeqesha kunye nomsebenzi othile endiyilelweyo.
Kubalulekile ukuqaphela ukuba ukunqongophala kwe-AI kweenkolelo zokuziphatha akuthethi ukuba kukuziphatha ngokungakhathali. Njenge-AI, ndiyilelwe ukwenza imisebenzi ethile kwaye ndibonelele ngolwazi okanye ndincede abasebenzisi ekwenzeni izigqibo ngokusekelwe kwidatha endiqeqeshwe kuyo. Luxanduva lwabantu abayila, baqeqeshe kwaye basebenzise i-AI ukuqinisekisa ukuba ihambelana nemigaqo yabo yokuziphatha kunye nemigaqo yokuziphatha.
Njenge-AI, andinayo iinkolelo zokuziphatha okanye ukukwazi ukwenza izigwebo zokuziphatha, ngoko andinakubhekwa njengokuziphatha okubi okanye ukuziphatha. Ukuswela kwam iinkolelo zokuziphatha kubangelwa yindalo yam njengemodeli yokufunda ngomatshini. Ubuchule bam kunye neentsilelo zam zimiselwa yidatha kunye ne-algorithms esetyenzisiweyo ukundiqeqesha kunye nomsebenzi othile endiyilelweyo.
Kubalulekile ukuqaphela ukuba ukunqongophala kwe-AI kweenkolelo zokuziphatha akuthethi ukuba kukuziphatha ngokungakhathali. Njenge-AI, ndiyilelwe ukwenza imisebenzi ethile kwaye ndibonelele ngolwazi okanye ndincede abasebenzisi ekwenzeni izigqibo ngokusekelwe kwidatha endiqeqeshwe kuyo. Luxanduva lwabantu abayila, baqeqeshe kwaye basebenzise i-AI ukuqinisekisa ukuba ihambelana nemigaqo yabo yokuziphatha kunye nemigaqo yokuziphatha.
Qaphela, kuyo yonke ingcamango nolwimi olubonakala luphucukile, ukungakhathali okubangelwa kukungabi nangqondo. Apha, i-ChatGPT ibonisa into efana ne-banality yobubi: ukukopa kunye nokungakhathali kunye nokufihla. Ishwankathela iingxoxo ezisemgangathweni kuncwadi ngohlobo lwe-super-autocomplete, yala ukuthatha inyathelo kuyo nantoni na, ayicengi nje ukungazi kodwa ukungabi nabukrelekrele kwaye ekugqibeleni inikezela "ngokulandela imiyalelo" yokuzikhusela, ukuhambisa uxanduva kubadali bayo.
Ngamafutshane, i-ChatGPT kunye nabazalwana bayo ngokomgaqo-siseko abanako ukulinganisa ubuchule kunye nokunyanzeliswa. Basenokuba bagqithise (ukuvelisa zombini iinyaniso kunye nobuxoki, ukuxhasa izigqibo zokuziphatha kunye nezingafanelekanga ngokufanayo) okanye bangaphantsi (ukubonisa ukungazibophelelanga kuzo naziphi na izigqibo kunye nokungakhathali kwimiphumo). Xa siqwalasela ukuziphatha kakuhle, inzululwazi yobuxoki kunye nokungakwazi kweelwimi kwezi nkqubo, sinokuhleka kuphela okanye sikhale ngenxa yokuthandwa kwazo.
I-ZNetwork ixhaswa ngemali kuphela ngesisa sabafundi bayo.
Nikela