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Ukuvula Ubuhlakani: Indlela Umlobi we-AI Ashintsha Ngayo Ukudalwa Kokuqukethwe
Ukufika kobuchwepheshe be-AI kube nomthelela omkhulu ezimbonini ezihlukahlukene, nokudalwa kokuqukethwe kube ngenye yezinto ezithinteke kakhulu. Phakathi kobuningi bezinhlelo zokusebenza ezinikwe amandla yi-AI, ababhali be-AI baye bavela njengethuluzi loguquko, belungisa kabusha indlela okuqukethwe okukhiqizwa futhi kudliwe ngayo. Ngokusebenzisa amandla okucubungula ulimi lwemvelo nokufunda komshini, ababhali be-AI baguqule ngokuphawulekayo isimo sokudalwa kokuqukethwe. Kulesi sihloko, sibheka umthelela wababhali be-AI ekudaleni, imithelela embonini, kanye nokuhlangana kwe-AI nokudala komuntu. Ake sihlole ukuthi umlobi we-AI uyilolonga kanjani kabusha inqubo yokudala okuqukethwe kanye nomthelela wako ekwakhiweni nasekuhlukeni.
Yini uMlobi we-AI?
Umbhali we-AI, owaziwa nangokuthi ukubhuloga kwe-AI noma i-pulsepost, ubhekisela ekusetshenzisweni kobuchwepheshe bokuhlakanipha bokwenziwa nama-algorithms ukuze kukhiqizwe okuqukethwe okubhaliwe ngaphandle kokungenelela okubalulekile komuntu. Lezi zinhlelo zenzelwe ukuqonda, ukuhumusha, nokukhiqiza okuqukethwe okusekelwe emibhalweni okufana eduze nolimi lwemvelo olusetshenziswa abantu. Ababhali be-AI basebenzisa amasu ahlukahlukene afana nokukhiqizwa kolimi lwemvelo (NLG) ukuze bakhe izinto ezibhaliwe ezihambisanayo nezihambisana komongo eziklanyelwe izidingo ezithile. Ukuthunyelwa kwababhali be-AI sekuthole ukunakwa okusabalele esizindeni sokudalwa kokuqukethwe ngenxa yamandla akho okuqondisa nokuthuthukisa inqubo yokubhala kuyilapho kuphakamisa imibuzo efanele mayelana nomthelela ekwakhiweni kwabantu nokuvela kwabo. Ukuhlanganiswa kwamathuluzi ombhali we-AI njengePulsePost kube yisihloko esithakaselwa kakhulu emphakathini we-SEO, njengoba ithembisa ukuguqula ukwakhiwa nokulethwa kokuqukethwe.
Kungani Umlobi We-AI Ibalulekile?
Ukubaluleka kombhali we-AI kusekhonweni layo lokukhulisa umkhiqizo, ukwenza lula ukukhiqizwa kokuqukethwe, nokunikeza usizo olubalulekile kubadali bokuqukethwe kuzo zonke izimboni ezihlukahlukene. Umthelela wako kukhwalithi, ubuningi, nokuhlobana kokuqukethwe okudaliwe akukwazi ukugcizelelwa. Amathuluzi ombhali we-AI ahlinzeka ngezindlela zokusheshisa inqubo yokudala okuqukethwe, okuvumela abadali ukuthi bagxile emisebenzini yamasu esezingeni eliphezulu kuyilapho besebenzisa amandla e-AI ukuze kwenziwe okuqukethwe okuhlelekile. Ngaphezu kwalokho, ukusetshenziswa kobuchwepheshe bombhali we-AI kunikeza ubukhulu obusha bokuhlola uma kukhulunywa ngokukhiqizwa kokuqukethwe, okungase kuholele ekutholweni kwemininingwane eyingqayizivele, imibono, nezitayela zokulandisa okungenzeka bezingakatholakali kalula ngokusebenzisa izindlela zokubhala zendabuko. Kodwa-ke, ukuthembela okwandayo kumathuluzi ombhali we-AI nakho kuphakamisa imibuzo yokuziphatha kanye nokukhathazeka okuhlobene nokulondolozwa kobuhlakani bomuntu, imvelaphi, kanye nokuhlangana okungenzeka kokuqukethwe.
Umthelela wamathuluzi ombhali we-AI njenge-PulsePost udlulela ngalé kwezinzuzo nje zokusebenza kahle; inamandla okushintsha ukuguquguquka okubanzi kokudala enqubweni yokudala okuqukethwe. Ngokuqonda umthelela omkhulu wamathuluzi ombhali we-AI ekukhiqizweni kobuciko, singakwazi ukuhlola ngokucophelela imithelela namathuba ewavezayo kubabhali, amabhizinisi, kanye ne-ecosystem yokudala okuqukethwe iyonke. Ake sihlole umthelela wombhali we-AI ekuqambeni ngemininingwane eyengeziwe futhi siqonde amathuba ahambisanayo nezinselelo.
Ithonya Lombhali we-AI Ekudaleni
Amathuluzi ombhali we-AI nezinkundla ziye zanconywa ngamandla azo okuthuthukisa amakhono okudala ababhali nabadali bokuqukethwe. Ucwaningo nocwaningo lubonise ukuthi amathuluzi okubhala anikwe amandla e-AI anamandla okuthuthukisa ubuciko, ikakhulukazi kubantu okungenzeka ukuthi ekuqaleni banenkinga yokucabanga nokuthuthuka kokuqukethwe. Nakuba ukusetshenziswa kwe-AI ekubhaleni kuhlotshaniswe nokuthuthukiswa kokusungula komuntu ngamunye, kuza ne-caveat ebalulekile—ukuthi ukuthembela kumathuluzi ombhali we-AI kungase kubeke engcupheni ukuhlukahluka nobusuka bokuqukethwe okudaliwe. Kufanele kube nebhalansi phakathi kokusizakala kwe-AI ukuze kuthuthukiswe ubuciko nokuqinisekisa ukulondolozwa kwemiphumela yobuciko eyiqiniso nehlukahlukene. Ubuwazi ukuthi ucwaningo luveze ukuthi ukufinyelela emibonweni ekhiqizayo ye-AI kungaholela ezindabeni zihlolwe njengezinobuciko futhi zibhalwe kahle? Kodwa-ke, ukuhwebelana kungukuncishiswa okuphelele okungenzeka kwezinhlobonhlobo zezindaba ezikhiqizwa ngenxa yokufana okubangelwa imibono ekhiqizwe yi-AI.
Umthelela wamathuluzi ombhali we-AI ekudaleni isihloko esithakaselwayo esibalulekile nenkulumompikiswano. Nakuba eminye imibono igcizelela amandla ayo okuvula ubuhlakani futhi ihambisane nobuhlakani bomuntu, eminye izwakalisa ukukhathazeka mayelana nokuthengiswa okungaba khona kanye nokumiswa kokubonisa kokudala. Le dichotomy igcizelela umthelela oguquguqukayo wababhali be-AI ekukhiqizweni kobuciko futhi iqinisekisa ukuhlolwa okuphelele komthelela kubabhali, amabhizinisi, kanye nesimo esibanzi sobuciko. Kubalulekile ukuzulazula ezimpambanweni ezithuthukayo ze-AI nokudala ekudaleni okuqukethwe, ucabangela kokubili izinzuzo zayo kanye nezinselele ezibangelwa ukuhlanganiswa kwayo okusabalele.
Ukwamukelwa kwamathuluzi ombhali we-AI kuhlotshaniswa nakho kokubili amathuba nezingozi eziphathelene nobuciko ekudaleni okuqukethwe. Amandla e-AI okunikeza isiqondiso, ukukhiqiza imibono, nokwenza lula inqubo yokubhala abukwe njengempahla ebalulekile ngabadali abaningi bokuqukethwe. Kodwa-ke, kubalulekile ukubhekana nomthelela ongaba khona ekwehlukeni, okuhlukile, kanye nenkulumo eqondile etholakala kokuqukethwe okudalwe umuntu. Ukusebenzisana kwamathuluzi ombhali we-AI nokudala kubangela izingxoxo ezibucayi mayelana nokugcinwa koqobo lobuciko, ukugwema ukufana kokuqukethwe, nokucatshangelwa kokuziphatha okuzungeze ukusetshenziswa kwe-AI emizamweni yokudala. Njengoba amathuluzi ombhali we-AI eqhubeka nokuthuthuka, kuya ngokuya kubaluleke kakhulu ukuqaphela nokubhekana nemithelela yawo endaweni yokudala.
Nakuba amathuluzi e-AI ngokungangabazeki enganikeza ukusekela okubalulekile futhi agqugquzele inqubo yokucabanga, ithonya lawo ekwakhiweni kokusungula okuqukethwe lidinga ukuhlola ngokucophelela nokucatshangelwa okucatshangelwayo. Ukuvela kwe-AI kanye nokuhlanganiswa kwayo enqubweni yokudala okuqukethwe kunamandla amakhulu okulolonga ikusasa lenkulumo yokuqamba, edinga ukuhlolwa okuphelele kwezinzuzo zayo, imikhawulo, kanye nobukhulu bezimiso zokuziphatha. Lo mhlaba oguquguqukayo uveza ithuba eliphoqayo lokuzindla ngokulingana phakathi kokuqanjwa kabusha okuqhutshwa yi-AI kanye nokulondolozwa kobuhlakani bomuntu ekudaleni okuqukethwe. Ake sihlole imithelela ebanzi yamathuluzi ombhali we-AI embonini futhi sihlole izinselele namathemba ewavezayo okuveza ubuciko nokuhluka kokuqukethwe.
Imithelela Yemboni
Ukuhlanganiswa kwamathuluzi ombhali we-AI kunemithelela ephawulekayo embonini yokudala okuqukethwe. Kusukela ekuthuthukiseni ukukhiqiza kanye nokwenza lula ukukhiqizwa kokuqukethwe kuye ekukhuliseni ukucatshangelwa okufanele kwezimiso zokuziphatha nokudala, amathuluzi ombhali we-AI angenise inkathi yenguquko kubadali bokuqukethwe namabhizinisi. Imithelela yamathuluzi ombhali we-AI idlulela ngalé kokusebenza kahle nje futhi ingena ebukhulu obuyisisekelo bokusungula, ukusungula izinto ezintsha, kanye nemvelo yokuqukethwe ngokwako. Lolu shintsho lukhuthaza ukuba kuhlaziywe kabusha izindlela ezijwayelekile ekudalweni kokuqukethwe futhi kudinga ukuqonda okufingqiwe kokuhlangana phakathi kobuchwepheshe be-AI nobuchule bomuntu. Ngokuhlola kabanzi imithelela yamathuluzi ombhali we-AI, amabhizinisi nabadali bokuqukethwe bangathola imininingwane ebalulekile yokuthi bangazulazula kanjani endaweni ethuthukayo yokudalwa kokuqukethwe kuyilapho kugcinwa ubudlelwano be-symbiotic phakathi kwe-AI nobuchule bomuntu.
Ukwamukelwa kwamathuluzi ombhali we-AI afana ne-PulsePost futhi kufuna ukuba kulinganiswe kabusha amasu akhona okuqukethwe nezinqubo zokudala. Ukusebenzisana phakathi kobuchwepheshe nokudala kudinga abadali bokuqukethwe namabhizinisi ukuthi bavumelanise izindlela zabo nezinhlaka ukuze basebenzise ngempumelelo amandla e-AI ekudaleni okuqukethwe kuyilapho kuvikelwa ubuqotho bokuveza indlela yokusungula. Ngaphezu kwalokho, ukuhlanganiswa kwamasu kwamathuluzi ombhali we-AI kudinga ukuthi kuhlolwe kabusha amabhentshimakhi endabuko oqobo, ukuhlukahluka, kanye nezindaba ezixoxwayo ngaphakathi kokuqukethwe kwezwe. Lokhu kuqondiswa kabusha ngokwemvelo kudinga izimpendulo ezintsha kanye namasu aguquguqukayo aphakamisa amandla e-AI ngendlela egcina futhi ethuthukisa ubuhlakani kunokuyisibekela. Ngokuhlola imithelela embonini, amabhizinisi nabadali bokuqukethwe bangakwazi ukuzulazula kumthelela oguquguqukayo wamathuluzi ombhali we-AI ekudaleni okuqukethwe ngendlela enengqondo neqhubekayo.
Ukusebenzisana kwe-AI Nokudala Komuntu
Ukuhlanganiswa kwamathuluzi ombhali we-AI ngaphakathi kwendawo yokudalwa kokuqukethwe kubangela ukuhlola okuphoqelelayo kokusebenzisana phakathi kwe-AI nobuchule bomuntu. Lokhu kudlala kumele ubudlelwano obuguqukayo nobuyinkimbinkimbi obuhlanganisa ukubambisana, ukuguqula, futhi ngezinye izikhathi, ukuphambana kwezingxabano ze-AI kanye nenkulumo yokudala yomuntu. Ukusetshenziswa kwamathuluzi ombhali we-AI kuphonsele inselelo imingcele evamile yokukhuluma ngobuciko, okudala ukuhlolwa kabusha okubanzi kwezici, izici ezicashile, kanye nobukhulu bokuziphatha bokudalwa kokuqukethwe. Ngokuzulazula ekusebenzelaneni kwe-AI nokudala komuntu, abadali bokuqukethwe namabhizinisi bangasebenzisa amandla e-AI ukuze bakhulise isisho sobuciko kuyilapho bephakamisa amanani angaphakathi oqobo, ukuhlukahluka, kanye nokuxoxwa kwezindaba okuzimele. Ukuhlalisana okuvumelanayo kwe-AI nobuchule bomuntu kunikeza umhlabathi ovundile wokuqamba izinto ezintsha, ukuhlola, nokuchazwa kabusha kwama-paradigms okudala okuqukethwe enkathini yedijithali.
Imibuzo Evame Ukubuzwa
Q: I-AI ikuthinta kanjani ukubhala kobuciko?
Inani elikhulayo lababhali libuka i-AI njengomhlanganyeli ohambweni lokuxoxa izindaba. I-AI ingaphakamisa ezinye izindlela zokudala, icwenge izakhiwo zemisho, futhi isize nasekugqabuleni amabhlogo obuciko, ngaleyo ndlela ivumele ababhali ukuthi bagxile ezintweni eziyinkimbinkimbi zobuciko babo. (Umthombo: wpseoai.com/blog/ai-and-creative-writing ↗)
Q: Ngabe i-AI iyithinta kanjani indalo?
Ukusetshenziswa okunjalo kwamathuluzi e-AI kungandisa ubuhlakani bomuntu hhayi ngokunikeza imibono, kodwa ukuqinisa inqubo imibono yabantu ethuthukiswa ngayo futhi yakhelwe emiphumeleni ebonakalayo. (Umthombo: sciencedirect.com/science/article/pii/S2713374524000050 ↗)
Q: Ingabe i-AI iwuthinta kanjani umkhakha wezobuciko?
I-AI ifakwa engxenyeni efanele yokugeleza komsebenzi wokudala. Siyisebenzisela ukusheshisa noma ukudala izinketho ezengeziwe noma ukudala izinto ebesingakwazi ukuzidala ngaphambilini. Isibonelo, singenza ama-avatar e-3D manje ngokushesha izikhathi eziyinkulungwane kunangaphambili, kodwa lokho kunokucatshangelwa okuthile. Khona-ke asinayo imodeli ye-3D ekugcineni kwayo. (Umthombo: superside.com/blog/ai-in-creative-industries ↗)
Umbuzo: Ingabe i-AI izongena esikhundleni sababhali abaqanjiwe?
Isifinyezo: Ingabe I-AI Izothatha Indawo Yababhali? Ungase ukhathazeke ngokuthi i-AI izoqhubeka ibangcono futhi ibengcono njengoba isikhathi siqhubeka, kodwa iqiniso liwukuthi cishe ngeke ikwazi ukuphindaphinda izinqubo zokudalwa komuntu ngqo. I-AI iyithuluzi eliwusizo ku-arsenal yakho, kodwa akufanele, futhi ngeke, ithathe isikhundla sakho njengombhali. (Umthombo: knowadays.com/blog/will-ai-replace-writers ↗)
Q: I-AI ibe nomthelela kanjani ekusunguleni?
futhi yenza ngisho nangaphezulu (Umthombo: knowledge.wharton.upenn.edu/article/ai-and-machine-creativity-how-artistic-production-is-changing ↗)
Q: Isiphi isisho esinamandla mayelana ne-AI?
“Unyaka ochithwa ekuhlakanipheni kokwenziwa wanele ukwenza umuntu akholwe kuNkulunkulu.” "Asikho isizathu futhi ayikho indlela yokuthi ingqondo yomuntu ingakwazi ukuhambisana nomshini wezobunhloli wokwenziwa ngo-2035." (Umthombo: bernardmarr.com/28-best-quotes-about-artificial-intelligence ↗)
Umbuzo: I-AI ikuthinta kanjani ukudalwa kobuciko?
Ama-algorithms e-AI ayakwazi ukuhlaziya nokufunda emisebenzini yobuciko ekhona, akwazi ukwenza izingcezu ezishintshayo nezibonisa amathrendi obuciko omlando. Lawa makhono athuthukile angasebenza njengekhanvasi entsha yokuvezwa kobuciko bokudala. (Umthombo: worldartdubai.com/revolutionising-creativity-ais-impact-on-the-art-world ↗)
Q: I-AI iwuthinta kanjani ubuciko bokusungula?
futhi yenza ngisho nangaphezulu (Umthombo: knowledge.wharton.upenn.edu/article/ai-and-machine-creativity-how-artistic-production-is-changing ↗)
Q: Zithini izibalo ngomthelela we-AI?
Isamba somthelela wezomnotho we-AI esikhathini esingangonyaka ka-2030 i-AI ingaba negalelo elifika ku-$15.7 trillion1 emnothweni womhlaba ngo-2030, okungaphezu komkhiqizo wamanje we-China ne-India kuhlangene. Kulokhu, ama- $ 6.6 trillion kungenzeka aqhamuke ekukhuleni kokukhiqiza kanti ama- $ 9.1 trillion kungenzeka aqhamuke nemiphumela emibi yokusetshenziswa. (Umthombo: pwc.com/gx/zu/issues/data-and-analytics/publications/artificial-intelligence-study.html ↗)
Q: Ingabe i-AI ibe nomthelela embonini yezobuciko?
I-AI ifakwa engxenyeni efanele yokugeleza komsebenzi wokudala. Siyisebenzisela ukusheshisa noma ukudala izinketho ezengeziwe noma ukudala izinto ebesingakwazi ukuzidala ngaphambilini. Isibonelo, singenza ama-avatar e-3D manje ngokushesha izikhathi eziyinkulungwane kunangaphambili, kodwa lokho kunokucatshangelwa okuthile. Khona-ke asinayo imodeli ye-3D ekugcineni kwayo. (Umthombo: superside.com/blog/ai-in-creative-industries ↗)
Q: Ingabe umbhali we-AI uwufanele?
Uzodinga ukuhlela kahle ngaphambi kokushicilela noma iyiphi ikhophi ezokwenza kahle ezinjinini zokusesha. Ngakho-ke, uma ufuna ithuluzi lokushintsha imizamo yakho yokubhala ngokuphelele, akunjalo. Uma ufuna ithuluzi lokunciphisa umsebenzi wezandla nocwaningo ngenkathi ubhala okuqukethwe, kusho ukuthi i-AI-Writer iwinile. (Umthombo: contentellect.com/ai-writer-review ↗)
Q: Ingabe i-AI iwusongo kubabhali bamanoveli?
Usongo Lwangempela Lwe-AI Kubabhali: I-Discovery Bias. Okusiletha ekusongeleni okungalindelekile kwe-AI okuthole ukunakwa okuncane. Njengoba kusebenza njengokukhathazeka okubalwe ngenhla, umthelela omkhulu we-AI kubabhali ngokuhamba kwesikhathi uzohlangana kancane nendlela okuqukethwe okukhiqizwa ngayo kunokuba kutholwe kanjani. (Umthombo: writersdigest.com/be-inspired/think-ai-is-bad-for-authors-the-worst-is-to-to-come ↗)
Q: Yiziphi ezinye zezindaba zempumelelo zobuhlakani bokwenziwa?
Ai izindaba zempumelelo
Ukusimama - Ukubikezela Amandla Omoya.
Isevisi Yekhasimende - BlueBot (KLM)
Isevisi Yamakhasimende - Netflix.
Inkonzo Yamakhasimende - Albert Heijn.
Isevisi yamakhasimende - Amazon Go.
Izimoto - Ubuchwepheshe bezimoto ezizenzakalelayo.
Imidiya Yezokuxhumana - Ukubonwa kombhalo.
Ukunakekelwa kwezempilo - Ukuqashelwa kwesithombe. (Umthombo: computd.nl/8-interesting-ai-success-stories ↗)
Umbuzo: Ingabe i-AI izongena esikhundleni sababhali bezindaba?
I-AI ayikwazi ukufaka ababhali esikhundleni sababhali, kodwa maduzane izokwenza izinto umlobi ongakwazi ukuzenza | Mashable. (Umthombo: mashable.com/article/stephen-marche-ai-writers-replacement ↗)
Q: Yibuphi ubuchwepheshe obusha be-AI obungabhala izindatshana?
I-Copy.ai ingomunye wababhali bezindatshana be-AI abangcono kakhulu. Le nkundla isebenzisa i-AI ethuthukisiwe ukukhiqiza imibono, uhlaka, nezindatshana eziphelele ezisuselwe kokufakwayo okuncane. Kuhle kakhulu ekwenzeni izingeniso neziphetho ezihehayo. Inzuzo: I-Copy.ai igqama ngekhono layo lokukhiqiza okuqukethwe kobuciko ngokushesha. (Umthombo: papertrue.com/blog/ai-essay-writers ↗)
Q: Ngabe i-AI iyithinta kanjani ikhono lokusungula?
I-AI ingavula ubuhlakani obukhulu, ikhuthaze imibono emisha eyeqa ukucabanga okujwayelekile. I-AI ingathuthukisa ubuciko ngokuhlanganisa imininingwane esekelwe kudatha nemibono emisha. (Umthombo: psychologytoday.com/us/blog/the-power-of-experience/202312/increase-your-creativity-with-artificial-intelligence ↗)
Q: I-AI ibe nomthelela kanjani kumaciko?
Ukuhlonza Ubuciko Nokuhlola Inani Enye inzuzo ye-AI emhlabeni wobuciko ikhono layo lokusiza ukwenza izinqubo zemakethe ngokuzenzakalela. Abaqoqi bezobuciko nabatshalizimali manje sebeyakwazi ukuhlola inani lemisebenzi yobuciko ehlukene ngokunembe kakhudlwana ngokusebenzisa i-AI. (Umthombo: forbes.com/sites/forbesbusinesscouncil/2024/02/02/the-impact-of-artificial-intelligence-on-the-art-world ↗)
Q: Ngabe i-AI iwuthinta kanjani ubuciko bokubhala?
Inani elikhulayo lababhali libuka i-AI njengomhlanganyeli ohambweni lokuxoxa izindaba. I-AI ingaphakamisa ezinye izindlela zokudala, icwenge izakhiwo zemisho, futhi isize nasekugqabuleni amabhlogo obuciko, ngaleyo ndlela ivumele ababhali ukuthi bagxile ezintweni eziyinkimbinkimbi zobuciko babo. (Umthombo: wpseoai.com/blog/ai-and-creative-writing ↗)
Umbuzo: I-AI ibe nomthelela kanjani kubabhali?
I-AI iphinde inikeze ababhali ithuba eliyingqayizivele lokuphuma nangaphezu kwesilinganiso ngokuqonda nokusebenzisa amakhono ayingqayizivele abantu abangawasebenzisa ngaphezu komshini we-AI. I-AI inika amandla, hhayi indawo, yokubhala okuhle. (Umthombo: linkedin.com/pulse/how-does-ai-impact-fiction-writing-edem-gold-s15tf ↗)
Q: Iyini imithelela yezomthetho ye-AI?
Ukuchema ezinhlelweni ze-AI kungaholela emiphumeleni ebandlululayo, kuyenze ibe udaba lwezomthetho olukhulu ku-AI. Lezi zinkinga ezingokomthetho ezingaxazululiwe zidalula amabhizinisi ekwephuleni umthetho okungenzeka kube yimpahla yengqondo, ukwephulwa kwedatha, ukuthathwa kwezinqumo okuchemile, kanye nesibopho sezomthetho esingacacile ezigamekweni ezihlobene ne-AI. (Umthombo: walkme.com/blog/ai-legal-issues ↗)
Q: Yiziphi izinkinga zezomthetho ngobuciko obukhiqizwe be-AI?
Ubuciko be-AI, enye yezindlela ezintsha zokukhuluma, ayivunyelwe ekuvikelweni kwe-copyright ngoba yephula imfuneko yokugunyazwa komuntu ngaphansi komthetho wamanje. Naphezu kwezinselelo ezimbalwa kulokhu, Ihhovisi Le-copyright libambelele ngokuqinile-ubuciko be-AI abunabuntu. (Umthombo: houstonlawreview.org/article/92132-what-is-an-author-copyright-authorship-of-ai-art-through-a-philosophical-lens ↗)
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