
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 Ukubhala kwakukubi kudala phambi kokuba ii-LLM zivele. Ewe, abantu abakhalazayo namhlanje bathanda ukubonisa i-ChatGPT njengesona sonto—kodwa bayaphuthelwa yinto ebalulekileyo. Iiblogs zabantu abaqhelekanga bezikopa umxholo omnye komnye iminyaka. Iindaba "ezinzulu" zazipapasha amanga angazenzisiyo ngaphandle kokucinga. Sasusele kakubi sele sigqume ubudenge. Sasiphethe nje ukuba singayithethi.  Nantsi into ebangelwa ngumntu ongathanda ukuyiva: abantu babhala ngcono namhlanje. Ewe, ngoncedo lwe-AI. Kwaye nkqu neengxaki ezimbi ze-ChatGPT? Azifikeleli ngaphaya komgquba wokungcatshwa umbhali wezinyeliso aza kupapasha kwi-Intanethi ngentsimbi emini ngaphandle kokucinga.  Ngoko ke ilizwi libalulekile ngoku ngaphezu kokuba bekukhe kwenzeke. Yinto enye edlula kuyo konke.  Ngaba ii-LLM Zibhala Ngcono Kunombhali Osesiqhelo? Ngokobuchwepheshe? Ewe. Ulwimi olucocekileyo, isakhiwo esomeleleyo, akukho ziphoso zokuvumelana ezijongela phantsi. I-ChatGPT yayiza kugqitha uninzi lweeblogs ezazikhangela i-Intanethi ngo-2015, ngaphandle kokuthandabuza.  Kodwa ubuchule bububona obunye umlo. U  ubeke ababhali babantu ukuba balwe ne-LLM kwimisebenzi yokuyila. Isiphumo: ii-LLM ziphumelela kuphunyezo lobuchwepheshe, kodwa abantu banenketho xa umsebenzi ufuna ubunzulu bokwenyani. Isizathu siyaphuma sisuka kumatshini. ii-LLM zihlanganisa kwakhona. Abantu, kwindawo yabo entle, batshintsha.  qeqesho kwiJournal of Intelligence (2026) Into enye efanele ukuphawula: uphononongo lusebenzise abafundi, hayi ababhali abasebenzayo. Kukho umahluko wokwenyani phakathi kokulinganisa i-ChatGPT ngokuchasene nombhali wokuqala kunye nokuyilinganisa ngokuchasene nomntu ochithe ishumi elangeni efumana ilizwi lakhe. Lo matshini wokulinganisa awukenzeki kuphando lwezemfundo. Yenza oko uthanda ukukwenza ngako.  Ngoku indawo ebuhlungu: uninzi lwabafundi aluboni mlahluko. Beka inqaku le-AI elicetyiswe kakuhle elicaleni kwento ebuyisiweyo yombhali omaphakathi, kwaye umntu oqhelekileyo akayi kwazi ukuba yeyiphi. Oko akukona ukukhutshelwa kwisihlahla somntu. Nyani sisisingathele esona sibuyela ngoko—ukuba i-AI sele ilinganisa umbhali omaphakathi, into enye kuphela ekufuneka uyenzile kukuva ubudenge.  Eyona Ngxaki Ye-ChatGPT Vs. Eyona Mithandazo Yeendaba Abantu bayakuxoka. ii-LLM ziyaphambuka. Zombini zinemihla yazo.  Ngo-2023, ummangaliso waseNew York wasebenzisa i-ChatGPT ukuphonononga ityala leenkundla. Oko kwabuya: iityala ezintandathu ezingazange zibekho. Amagama akho, imibhalo yenkundla yokwenyani, izigwebo zequmrananzi. Umgwebi uzifunela. Akukho nto. Ummangaliso wahlawuliswa i-5,000 yeedola kwaye, ngamazwi akhe, wabangubani "umfuziselo weengozi zokudlala ngeteknoloji entsha." ( )  Mata v. Avianca, Inc., S.D.N.Y. 2023 Ngo-1980, uJanet Cooke wabhala ibali lephepha lokuqala leWashington Post malunga noJimmy, umntwana oneminyaka esi-8 owayezikhotyokisa umlutha weheroin. Inkcukacha eziduduzayo, imizobo egqamileyo, ayinakubanjwa. Yafumana iPulitzer. Emva kweentsuku ezimbini, wayibuyisa.  .  UJimmy akazange abe khona Ke ngoko ngaba yayikukuphi okubi? Akukho mpendulo ecacileyo. Kodwa into enye iyavela kuzo zombini iimeko: akukho mntu wajonga. Ummangaliso wachitha ukuba i-ChatGPT ayikwazi ukukuxoka. Abahleli bePosi baceba ukuba umbhalisi wabo ngekhe. Ukupapasha ngaphandle kokuqinisekisa—loo nto ibisengumngxabiso wokwenyani.  Kwaye ibuyela ngaphambili kunokuba ungacinga.   wayefumana amabali kwiNew York Times iminyaka.   wavelisa iinkampani ezipheleleyo ukukhohlisa iNew Republic. Umbhalisi wenkwenkwezi weDer Spiegel   wayefumana amabali iminyaka elishumi phambi kokuba nabani na amfumane. Zonke ziqinisekisiwe. Zonke zihleliwe. Zonke zaphumelela ngendlela efanayo i-ChatGPT iphumela ngayo: ukubeka izinto ezingezizo ngaphandle kokuthandabuza.  U-Jayson Blair UStephen Glass uClaas Relotius Umlahluko kukuba i-ChatGPT ayinayo idumela lokukhusela. Akukho xesha lokugqiba uxinzelelo. Akukho msebenzi onomsebenzi. Kwaye isenza ingalunganga. Ngoba ayazi ukuba ingalunganga. Iyacebisa nje ukuba liliphi ilizwi elizayo.  Okwethu sizisa kukunyamezela kuphela bokwenyani: Awukwazi ukubamba into eyenziwe yi-ChatGPT ukuba awuyazi sele ngaphezu kwayo malunga nesihloko. Ummangaliso oqeqeshiweyo uza kubona loo matshini wenkundla ungamanga ngoko nangoko. Umhleli oqeqeshiweyo uza kucela uCooke ukuba amthabathe aye kudibana noJimmy.  Umgaqo olula: sebenzisa i-AI ukubhala malunga nezinto ozaziyo. Iphakamisa umgwebi wakho. Ayisiyomfuneko yayo. Ngaphandle kwesisekelo, akukhathaliseki nokuba impazamo ivela kwimodeli yolwimi okanye umntu ophumelele iPulitzer. Isiphumo sifana.  Kutheni Ngoku Iyintsuku Ezilungileyo Zokuba Umbhali Olungileyo Ukuba kukho ithemba apha, lihlala ezintweni ezintathu: ilizwi, umgwebi, kunye noxanduva. Kodwa masingazenzi iziyolo—ishishini aliyeki ngokomgaqo. Kwiinkampani ezininzi, oku kuyindaba emangalisayo: umxholo omningi, iindleko ezimbalwa, akukho zibambiso. Apho kaloliwe ayimisi.  Isiphelo nje sinexesha elincinci. Ukudinwa komfundi kuyinyani, kwaye kuyanda. Hayi kuba ababukeli bengenelele ngokubhekiselele kubuchule, kodwa kuba ukufana kuyakhathaza ngokukhawuleza. Xa yonke into ivakala ifana, akukho nto ifikelelayo.  Nantsi imfihlelo endihleli kuyo: ndathetha ukuba abantu abaninzi abakwazi ukubona umbhalo we-AI kumnqophiso womntu. Oko kusengokwenyani. Kodwa abantu abahlanganisa i-Intanethi ngomxholo owenziweyo abayi ababhali abasebenzisa i-AI njengamandla. Bangamaqela emali anciphisa ubhajethi, abafundi abaqhuba imihla yokugqibela, nababhali abangalibazisanga isantya kunye nobuchule. I-AI ezandleni ezingalunganga ayisiyombutho. Yifektheri yobubutshaba, isebenza ngomthamo omkhulu.  Ilizwi yinto enye engagqibeleli ngendlela leyo. Ayinakulinganiswa. Umgwebi uvela ekwazini inqaku lakho, ngokwaneleyo ukuba ubambe i-AI xa iyaphuma. Luxanduva lwaloo mzuzu phambi kokuba ucofe, xa uthatha isigqibo sokuba into oza kuyibeka ngokuphandle yeyakho ngokwenene, okanye ivakala ngathi ingaba njalo.  Kwizinto eziqhelekileyo—imiyalezo akukho mntu uza kuyifunda kabini, izishwankathelo zolawulo, ikopi yemveliso—sebenzisa i-AI. Nyani, akukho sono. Yile nto yenziwe ngayo.  Konke okunye, izinto ezihlala zikhona, umntu azigcina kumntu onokuthumela umhlobo, umntu azifunda kwakhona emva kweenyanga ezintandathu—eso sisa mdinga umntu wokwenyani ngasemva kwaso.  Imibuzo Akukho Mntu Uthanda Ukuyiphendula Hayi "Ngaba i-AI iya kukubuyisela?" Loo ngumbuzo ongaseso.  Eyokwenyani: Ngaba ubunento ongayithethayo ngaphambi kokuba ivele?  I-AI iya kususwa abantu abaninzi. Ngokuyimitha kwimsebenzi ephindaphindayo, enexesha elininzi engazange ibe malunga nokucinga. Ngaphaya koko? Asikho apho. Ngoba i-AI iyalinganisa. Ayiyiyo eyona. Yonke into eyenzayo yindawo yokudibanisa into eyayikhona sele ikho. Umzekelisi wehlabathi. Kusengumbekeli.  Ekubhaleni, umbuzo ufumana ngokungxama ngokungxama: Ngaba ubunelizwi phambi kwe-ChatGPT? Into yokwenene yokuyithetha? Ukuba akunjalo, andicingi ukuba i-AI iyayiguqula loo nto. Umbhali omaphakathi uhlala ephakathi, nje ngolwimi olucoceke ngakumbi. Owona upapasha ngaphandle kokucinga uqhubeka eyenza, nje ngokukhawuleza.  I-AI ayizange yenze ingxaki.  Yenze nje ivolumu enkulu.  Ukusukela ngo-2019, bendiyakha i , iqonga lezibhalo ngolwimi lwesiSpanish elifikelele abafundi abangaphezu kwama-50,000 ngenyanga ngokusebenzisa i-SEO kunye nomgwebi wedemografi wedwa. Ukuba kukho nantoni na ebonakalisiweyo, apho intlola yokuhlola igqibeleleyo. País Lector

The is an opinion piece based on the author’s POV and does not necessarily reflect the views of HackerNoon.

This story contains new, firsthand information uncovered by the writer.

Read My Stories

Le audio iveliswe ngolwimi lokuqala lwebali!

I-Internet yayihlala ingalunganga ekubhaleni. Ngoku kubonakala kakhulu.

About Author

IZIMVO

ZIJONGE IIMPAWU

ELI NQAKU LINIKEZELWE KU

Related Stories

Light-Mode

Classic

Newspaper

Minty

Dark-Mode

Neon Noir

Minty

HN StartUps