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Ukunyuka koMbhali we-AI: Indlela ubukrelekrele bobuGcisa buguqula ngayo ukuDalwa koMxholo
I-Artificial Intelligence (AI) iye yavela njengamandla anamandla aguqula amashishini ahlukeneyo, kunye nommandla wokudala umxholo awukho. Ukuhlanganiswa kwe-AI kwiinkqubo zokudala umxholo kuye kwaphawula utshintsho olubalulekileyo kwindlela umxholo obhaliweyo owenziwe ngayo, ukuphuhlisa iindima kunye noxanduva lwababhali kunye nabathengisi. Ukudalwa komxholo we-AI kubandakanya ukusetyenziswa kwetekhnoloji ukwenza ngokuzenzekelayo kunye nokwandisa iinkalo ezahlukeneyo zenkqubo yokudala umxholo, njengokuveliswa kweengcamango, ukubhala, ukuhlela, kunye nohlalutyo lokubandakanya abaphulaphuli. Injongo kukulungelelanisa le nkqubo, ukuyenza isebenze ngakumbi kwaye isebenze ngelixa inyusa imveliso.
Ababhali be-AI kunye nezixhobo zokubloga, njengePulsePost, baye bachaza ngokutsha i-landscape yokudala umxholo ngokunika amandla angazange abonwe ngaphambili ekuveliseni nasekuphuculeni umxholo ngesantya esingenakulinganiswa. Oku kuye kwajongana nomngeni wokulinganisa ojongene nabadali bomxholo, okubenza bakwazi ukuvelisa umxholo okumgangatho ophezulu rhoqo. Ngokunyuka kwezixhobo zombhali we-AI, abaqulunqi bomxholo banokufikelela kuluhlu lwamakhono okuphucula imveliso kunye nobuchule, ekugqibeleni baguqule uhlobo lokudala umxholo.
Njengoko singena kwimpembelelo yetekhnoloji yokudala umxholo we-AI, kubalulekile ukuphonononga izinto eziqhuba ukwamkelwa kwe-AI kushishino, iimpembelelo zayo kwikamva, kunye nemingeni enokubakho kunye namathuba avelayo. . Masityhile indima yoguqulo lwe-AI ekudalweni komxholo kunye neendlela eziphambili ezibumba ikamva lobu bugcisa benguqu.
Yintoni uMbhali we-AI?
Umbhali we-AI ubhekiselele kwisixhobo sobuchwepheshe okanye iqonga elisebenzisa i-algorithms yobuchule bokwenziwa kwe-artificial ukuvelisa umxholo obhaliweyo ngokuzenzekelayo. Ezi zixhobo zenzelwe ukulungelelanisa inkqubo yokudala umxholo, ukunika abaqulunqi bomxholo indlela efanelekileyo kunye nesebenzayo yokuvelisa izinto ezibhaliweyo eziphezulu. Ababhali be-AI bayakwazi ukuphatha imisebenzi efana nophando, ukuyila, kunye nokuhlela umxholo, ukunciphisa kakhulu ixesha kunye nomzamo ofunekayo ngokwesiko kwezi nkqubo.
Enye yeempawu ezichazayo zababhali be-AI kukukwazi kwabo ukuhlalutya umxholo okhoyo, ukuchonga izihloko ezihamba phambili, kunye nokuvelisa iziphakamiso zezinto ezintsha kunye nezibandakanya. Oku akukhulisi nje kuphela imveliso yabadali bomxholo kodwa kubenza bakwazi ukuhlala phambi kwegophe ngokulungiselela izinto ezikhethwayo kunye neemfuno zabaphulaphuli abajolise kubo. Ukuhlanganiswa kwababhali be-AI kuye kwachaza kwakhona imodeli yokudala umxholo wendabuko, ukwazisa indlela eguquguqukayo kunye nedatha eqhutywe kwidatha yokwenza amabali anyanzelisayo.
Kutheni i-AI yokuDalwa koMxholo kubalulekile?
Ukubaluleka kokudalwa komxholo we-AI kulele kwimpembelelo yayo yokuguqula inkqubo yokudala umxholo, enikezela ngeenzuzo ezininzi eziguqula indlela izinto ezibhaliweyo eziveliswa ngayo kwaye ziphuculwe. Izixhobo zokudala umxholo we-AI ziluncedo ekuphuculeni ukusebenza kakuhle kunye nokusebenza kakuhle kokuveliswa komxholo, okwenza ukuba abaqulunqi bomxholo bahlangabezane nemfuno ekhulayo yomgangatho ophezulu kunye nokwahluka komxholo kwiiplatifti ezahlukeneyo zedijithali.
Ukongezelela, izixhobo zokudala umxholo we-AI zixhobisa abadali bomxholo ukulinganisa amandla abo okuvelisa, ukujongana nomngeni wokuvelisa umlambo ohambelanayo wokuzibandakanya kunye nezinto ezifanelekileyo. Ngokuzenza ngokuzenzekelayo imisebenzi echitha ixesha elifana nophando, ukuyila, kunye nokuhlela, ababhali be-AI bakhulula ixesha elixabisekileyo labaqulunqi bomxholo, bebavumela ukuba bagxile kwiinkalo ezicwangcisiweyo zokudala umxholo, njengengcamango kunye nohlalutyo lokubandakanya abaphulaphuli. Oku kuphinda kucinge kwakhona iindima zemveli zabadali bomxholo, ubabeka njengabacwangcisi kunye nababoni bokuyila endaweni yabasebenzi bezandla.
"Izixhobo zokudala umxholo we-AI zinika indlela yokuguqula ukulungelelanisa inkqubo yokudala umxholo, ukuvumela abadali ukuba bavelise izinto eziphezulu eziphezulu kwizinga elingakaze libonwe ngaphambili."
Uphando olwenziwa nguGunyaziwe lweHacker lufumene ukuba i-85.1% yabathengisi basebenzisa ababhali bamanqaku e-AI, ebonisa ukwamkelwa ngokubanzi kwe-AI ekudaleni umxholo.
Ukwamkelwa ngokubanzi kwe-AI ekudalweni komxholo kugxininiswa ngamanani abonisa impembelelo ekhulayo kwishishini. Ngokophononongo olwenziwa nguGunyaziwe weHacker, i-85.1% yabathengisi basebenzisa ababhali bamanqaku e-AI, ebonisa indima ebalulekileyo ye-AI ekubumbeni ikamva lokudala umxholo. Olu kwamkelwa lubanzi lububungqina bexabiso eliziswa yi-AI ekudalweni komxholo, ukubonelela ngomda wokukhuphisana kumashishini kunye nabaqulunqi bomxholo abajolise ukuhlala phambili kwi-digital landscape.
Ukuguqula ukwenziwa koMxholo ngezixhobo zoMbhali we-AI
Ukufika kwezixhobo zombhali we-AI kuye kwangenisa ixesha elitsha lokudala umxholo, ukuxhobisa abadali ngeetekhnoloji eziphambili eziphucula kwaye zilungelelanise inkqubo yokuqulunqa amabali anyanzelisayo. Ezi zixhobo zenzelwe ukwenza ngokuzenzekelayo ubuninzi bemisebenzi, kubandakanywa ukuveliswa kweengcamango, ukuyila umxholo, kunye nokuphucula, ukuphucula ngokufanelekileyo imveliso kunye nokusebenza kakuhle kwabadali bomxholo. Izixhobo zombhali we-AI ziye zajongana ngempumelelo nemingeni ye-scalability, zenza ukuba abaqulunqi bomxholo bavelise umxholo okumgangatho ophezulu ngesantya esingazange sabonwa ngaphambili.
Ngaphaya koko, izixhobo zombhali we-AI zixhotyiswe ngezakhono ezihamba ngaphaya kokuveliswa komxholo. Banikezela ngeempawu ezinjengohlalutyo lwentsingiselo, ukuqonda kokubandakanyeka kwabaphulaphuli, kunye neengcebiso zokuphucula, ukubonelela abaqulunqi bomxholo ngobukrelekrele obusebenzayo ukunyusa umgangatho kunye nokufaneleka kwezinto zabo. Oku kuphawula utshintsho olusisiseko kwindlela owenziwe ngayo kwaye uphuculwe umxholo, ukubeka izixhobo zombhali we-AI njengee-asethi eziyimfuneko kumashishini nakubantu abajonge ukuphumelela kubume bedijithali.
Iinkcukacha-manani | Ulwazi |
------------------------------------------- | ------------------------------------- |
I-85.1% yabathengisi basebenzisa ababhali be-AI | Ukwamkelwa ngokubanzi kwe-AI kushishino |
I-65.8% yabasebenzisi bafumana umxholo we-AI olingana okanye ungcono kunokubhala komntu | Iimbono kumgangatho womxholo oveliswe yi-AI |
Imakethi ye-AI evelisayo kulindeleke ukuba ikhule ukusuka kwi-40 yeebhiliyoni zeedola ngo-2022 ukuya kwi-1.3 yeebhiliyoni zeedola ngo-2032, ikhula kwi-CAGR ye-42% | Uqikelelo lokukhula kwe-AI ekudalweni komxholo |
Kubalulekile ukuba amashishini kunye nabadali bomxholo basebenzise amandla ezixhobo zombhali we-AI ngelixa beqwalasela iimpembelelo zokuziphatha kunye nezomthetho ekusebenziseni umxholo owenziwe yi-AI. Ubume bomthetho bomxholo oveliswe yi-AI buyaqhubeka nokuvela, kwaye kubalulekile ukuhlala unolwazi kwaye uthobela imithetho yamva nje.,
Imibuzo Ebuzwa Rhoqo
Q: Ingaba i-AI iyiguqula njani indalo yomxholo?
I-AI-Powered Content Generation AI inika imibutho iqabane elinamandla ekuveliseni imixholo eyahlukeneyo kunye nefuthe. Ngokusebenzisa ii-algorithms ezahlukeneyo, izixhobo ze-AI zinokuhlalutya inani elikhulu ledatha - kubandakanywa neengxelo zeshishini, amanqaku ophando kunye nengxelo yamalungu - ukuchonga iintsingiselo, izihloko ezinomdla kunye nemiba evelayo. (Umthombo: ewald.com/2024/06/10/revolutionizing-content-creation-how-ai-can-support-professional-development-programs ↗)
Q: Wenza ntoni umbhali womxholo we-AI?
Umxholo owuthumelayo kwiwebhusayithi yakho kunye nentlalontle yakho ibonisa ibhrendi yakho. Ukukunceda ukuba wakhe uphawu oluthembekileyo, udinga umbhali womxholo we-AI ojolise kwiinkcukacha. Baza kuhlela umxholo owenziwe kwizixhobo ze-AI ukuqinisekisa ukuba ichanekile ngokwegrama kwaye iyahambelana nelizwi lakho lophawu. (Umthombo: 20four7va.com/ai-content-writer ↗)
Umbuzo: Ngaba i-AI iza kuthatha indawo yababhali bomxholo?
I-AI ayinakuthatha indawo yababhali, kodwa kungekudala iza kwenza izinto ekungekho mbhali unokuzenza | Mashable. (Umthombo: mashable.com/article/stephen-marche-ai-writers-replacement ↗)
Q: Iguqula njani i-AI?
I-Artificial Intelligence (AI) iguqula amashishini amakhulu, iphazamisa izenzo zemveli, kunye nokumisela imilinganiselo emitsha yokusebenza kakuhle, ukuchaneka, kunye nokusungula izinto ezintsha. Amandla okuguqula i-AI abonakala kuwo onke amacandelo ahlukeneyo, ebonisa utshintsho lweparadigm kwindlela amashishini asebenza ngayo kunye nokukhuphisana. (Umthombo: forbes.com/sites/jiawertz/2024/03/16/how-ai-is-uprooting-major-industries ↗)
Q: Ziziphi ezinye iingcaphulo ezivela kwiingcali malunga ne-AI?
Ucaphula ngendaleko ye-ai
“Ukukhula kobukrelekrele obupheleleyo kunokuchaza isiphelo soluntu.
“Ubukrelekrele bokwenziwa buza kufikelela kumanqanaba abantu malunga nowama-2029.
"Isitshixo sempumelelo nge-AI asikokuba nedatha eyiyo kuphela, kodwa nokubuza imibuzo efanelekileyo." – Ginni Rometty. (Umthombo: autogpt.net/most-significant-famous-artificial-intelligence-quotes ↗)
Q: Yintoni isicatshulwa esiguqukayo malunga ne-AI?
“Nantoni na enokubangela ukuba kubekho ubukrelekrele kunobomntu—kwimo yoBukrelekrele boBugcisa, unxibelelwano lwekhompyutha yengqondo, okanye uphuculo lobukrelekrele bomntu osekwe kwineuroscience-iphumelela izandla ngaphaya kokhuphiswano njengokwenza okona kulungileyo. ukutshintsha ihlabathi. Ayikho enye into ekwiligi enye.” (Umthombo: bernardmarr.com/28-best-quotes-about-artificial-intelligence ↗)
Q: Yintoni isicatshulwa malunga ne-AI kunye nobuchule?
“I-Generative AI sesona sixhobo sinamandla sokudala esakha sadalwa. Inamandla okuzisa ixesha elitsha lokuyila kwabantu.” ~Elon Musk. (Umthombo: skimai.com/10-quotes-by-generative-ai-experts ↗)
Q: Itshintsha njani i-AI yokudala umxholo?
Izixhobo ezinikwe amandla nge-AI zinokuhlalutya idatha kwaye ziqikelele iintsingiselo, zivumela ukudala umxholo osebenzayo ohambelana nabaphulaphuli ekujoliswe kubo. Oku akugcini nje ukwandisa ubuninzi bomxholo oveliswayo kodwa kuphucula umgangatho kunye nokufaneleka. (Umthombo: laetro.com/blog/ai-is-changing-the-way-we-create-social-media ↗)
Umbuzo: Ngaba i-90% yomxholo iya kwenziwa yi-AI?
Kungonyaka ka-2026. Sesinye nje isizathu sokuba amatsha ntliziyo e-intanethi abize ukuleyibhelishwa okucacileyo kokwenziwa ngumntu ngokuchasene nomxholo we-AI owenziwe kwi-intanethi. (Umthombo: komando.com/news/90-of-online-content-will-be-ai-generated-or-manipulated-by-2026 ↗)
Q: Zeziphi izibalo zokuqhubela phambili kwe-AI?
Top AI Statistics (Editor's Picks) Ixabiso leshishini le-AI liqikelelwa ukuba linyuke ngaphezu kwe-13x kule minyaka mi-6 izayo. Imarike ye-AI yase-US iqikelelwa ukuba ifike kwi-299.64 yeebhiliyoni zeedola ngo-2026. Imarike ye-AI iyanda kwi-CAGR ye-38.1% phakathi kwe-2022 ukuya kwi-2030. Ngo-2025, abaninzi abantu abazizigidi ezingama-97 baya kusebenza kwindawo ye-AI. (Umthombo: explodingtopics.com/blog/ai-statistics ↗)
Umbuzo: Ngaba i-AI yokubhala umxholo kufanelekile?
Ababhali bomxholo we-AI banokubhala umxholo onesidima olungele ukupapashwa ngaphandle kokuhlelwa kakhulu. Kwezinye iimeko, banokuvelisa umxholo ongcono kunombhali oqhelekileyo womntu. Ngokubonelela ngesixhobo sakho se-AI sondliwe ngokukhawuleza okufanelekileyo kunye nemiyalelo, unokulindela umxholo onesidima. (Umthombo: linkedin.com/pulse/ai-content-writers-worth-2024-erick-m--icule ↗)
Q: Ngowuphi oyena mbhali womxholo we-AI?
I-Scalenut – Igqwesileyo kwi-SEO-IsiZukulwana soMxholo we-AI.
I-HubSpot -Oyena Mbhali woMxholo we-AI wasimahla kuQela lokuThengisa uMxholo.
I-Jasper AI-Eyona nto ingcono kwiSiveliso soMfanekiso saMahla kunye ne-AI yokuCopywriting.
I-Rytr-Esona Sicwangciso saSimahla sanaphakade.
Eyenziwe Lula - Eyona nto ingcono kwiSiveliso soMxholo weNdawo yeNtlalo yasimahla kunye nokuCwangciswa.
Umhlathi we-AI-Eyona app ilungileyo ye-AI. (Umthombo: techopedia.com/ai/best-free-ai-content-generator ↗)
Umbuzo: Ngaba i-AI inokuthatha indalo yomxholo?
Ezantsi. Ngelixa izixhobo ze-AI zinokuba luncedo kubadali bomxholo, akunakwenzeka ukuba bathathe indawo yabadali bomxholo wabantu kwixesha elizayo elingekude ngokupheleleyo. Ababhali babantu banikezela ngenqanaba lokuqala, uvelwano, kunye nesigwebo sokuhlela ekubhaleni kwabo izixhobo ze-AI zingenako ukuhambelana. (Umthombo: kloudportal.com/can-ai-replace-human-content-creators ↗)
Umbuzo: Ngaba i-AI ingenza ababhali bomxholo bangabinamsebenzi?
I-AI ayisayi kuthatha indawo yababhali abangabantu. Sisixhobo, hayi ukuthatha. (Umthombo: mailjet.com/blog/marketing/will-ai-replace-copywriters ↗)
Umbuzo: Ngaba i-AI ingathatha abadali bomxholo?
Inyani yeyokuba i-AI ayinakuthatha indawo ngokupheleleyo abadali babantu, kodwa endaweni yoko ithathe imiba ethile yenkqubo yokuyila kunye nokuhamba komsebenzi. (Umthombo: forbes.com/sites/ianshepherd/2024/04/26/human-vs-machine-will-ai-replace-content-creators ↗)
Q: Lithini ikamva le-AI ekubhaleni umxholo?
Ngokubanzi, amandla e-AI ukuphucula umgangatho womxholo kunye nokuzibandakanya kubalulekile. Ngokubonelela abadali bomxholo kunye nengqiqo kunye neengcebiso ezisekelwe kuhlalutyo lwedatha, izixhobo zokubhala ezinikwe amandla yi-AI zinokunceda ukudala umxholo obandakanya ngakumbi, ofundisayo, kunye nokuzonwabisa kubafundi. (Umthombo: aicontentfy.com/en/blog/future-of-content-writing-with-ai ↗)
Q: Ngawaphi amabali empumelelo yobukrelekrele bokwenziwa?
Makhe siphonononge amabali empumelelo amangalisayo abonisa amandla e-ai:
Kry: Ukhathalelo lwempilo olulolwakho.
I-IFAD: Ukuvala iMimandla ekude.
Iqela le-Iveco: Ukunyusa imveliso.
I-Telstra: Ukunyusa iNkonzo yabaThengi.
I-UiPath: Ukuzenzekela kunye nokusebenza kakuhle.
I-Volvo: Iinkqubo zokuLungisa.
I-HEINEKEN: I-Data-Driven Innovation. (Umthombo: linkedin.com/pulse/ai-success-stories-transforming-industries-innovation-yasser-gs04f ↗)
Q: Yeyiphi eyona AI ilungileyo yokusetyenziselwa ukudala umxholo?
Izixhobo ezisi-8 ezilungileyo ze-AI zokudala umxholo wemidiya yoluntu kumashishini. Ukusebenzisa i-AI ekudalweni komxholo kunokuphucula isicwangciso sakho seendaba zentlalo ngokunikezela ngokusebenza kakuhle, ukuqala kunye nokugcinwa kweendleko.
Sprinklr.
Canva.
Lumen5.
Umkhandi wamagama.
Fumana kwakhona.
Ripl.
Chatfuel. (Umthombo: sprinklr.com/blog/ai-social-media-content-creation ↗)
Umbuzo: Ngaba i-AI ingathatha indawo yabadali bomxholo?
Inyani yeyokuba i-AI ayinakuthatha indawo ngokupheleleyo abadali babantu, kodwa endaweni yoko ithathe imiba ethile yenkqubo yokuyila kunye nokuhamba komsebenzi. (Umthombo: forbes.com/sites/ianshepherd/2024/04/26/human-vs-machine-will-ai-replace-content-creators ↗)
Q: Ngowuphi owona mdali we-AI wokwenene?
Ezona zivelisi zemifanekiso yeai
I-DALL · E-3 ye-jeneretha yemifanekiso ye-AI ekulula ukuyisebenzisa.
Midjourney ezona ziphumo zomfanekiso we-AI.
I-Diffusion eZinzile yokwenza ngokwezifiso kunye nolawulo lwemifanekiso yakho ye-AI.
I-Adobe Firefly yokudibanisa imifanekiso eyenziwe yi-AI kwiifoto.
I-Generative AI nguGetty esebenzisekayo, imifanekiso ekhuselekileyo yorhwebo. (Umthombo: zapier.com/blog/best-ai-image-generator ↗)
Q: Yeyiphi itekhnoloji entsha kwi-AI?
Iintsingiselo zamva nje kubukrelekrele bokwenziwa
I-1 yeNkqubo yobukrelekrele ezenzekelayo.
2 Ukutshintshela kwi-Cybersecurity.
I-3 ye-AI yeeNkonzo ezenzelwe wena.
4 Uphuhliso lwe-AI oluzenzekelayo.
Izithuthi ezi-5 eziZimelayo.
6 Ukubandakanya ukuNakana ngobuso.
7 Ukudityaniswa kwe-IoT kunye ne-AI.
8 I-AI kukhathalelo lwezeMpilo. (Umthombo: in.element14.com/latest-trends-in-artificial-intelligence ↗)
Q: Yintoni i-AI yokuvelisa ikamva lokudala umxholo?
Ikamva lokudalwa komxholo lichazwa ngokutsha yi-AI yokuvelisa. Ukusetyenziswa kwayo kumashishini ahlukeneyo-ukusuka kulonwabo kunye nemfundo ukuya kukhathalelo lwempilo kunye nokuthengisa-ibonisa amandla ayo okuphucula ubuchule bokuyila, ukusebenza kakuhle, kunye nokwenza umntu. (Umthombo: linkedin.com/pulse/future-content-creation-how-generative-ai-shaping-industries-bhau-k7yzc ↗)
Umbuzo: Ngaba ababhali bomxholo baya kutshintshwa yi-AI?
Ayikhangeleki ngathi i-AI iza kuthatha indawo yababhali nangaliphi na ixesha kungekudala, kodwa oko akuthethi ukuba ayiligungqisi ihlabathi lokudalwa komxholo. Ngokungathandabuzekiyo i-AI ibonelela ngezixhobo zokutshintsha umdlalo ukwenza lula uphando, ukuhlela, kunye nokuveliswa kwezimvo, kodwa ayinakho ukuphinda iphinde iphinde ithathele ingqalelo ubukrelekrele beemvakalelo kunye nokuyila kwabantu. (Umthombo: vendasta.com/blog/will-ai-replace-writers ↗)
Umbuzo: I-AI iguqula njani amashishini?
Amashishini anobungqina bexesha elizayo imisebenzi yawo ngokudibanisa i-AI kwiziseko zabo ze-IT, besebenzisa i-AI yokuhlalutya kwangaphambili, ukuzenzela imisebenzi yesiqhelo, kunye nokwandisa ulwabiwo lwezibonelelo. Oku kunceda ekunciphiseni iindleko, ukunciphisa iimpazamo, kunye nokuphendula ngokukhawuleza kwiinguqu zemarike. (Umthombo: datacamp.com/blog/examples-of-ai ↗)
Umbuzo: Ngaba abaqulunqi bomxholo baya kutshintshwa yi-AI?
Inyani yeyokuba i-AI ayinakuthatha indawo ngokupheleleyo abadali babantu, kodwa endaweni yoko ithathe imiba ethile yenkqubo yokuyila kunye nokuhamba komsebenzi. (Umthombo: forbes.com/sites/ianshepherd/2024/04/26/human-vs-machine-will-ai-replace-content-creators ↗)
Umbuzo: Ngaba akukho mthethweni ukusebenzisa i-AI ukubhala amanqaku?
Umxholo we-AI kunye nemithetho yelungelo lokushicilela Umxholo we-AI owenziwe kuphela buchwephesha be-AI okanye ngokubandakanyeka okulinganiselweyo komntu akunakukhutshelwa phantsi komthetho wangoku wase-U.S. Kuba idatha yoqeqesho ye-AI ibandakanya imisebenzi eyenziwe ngabantu, kulucelomngeni ukuxela ubuqambi kwi-AI.
Nge-25 ka-Epreli, 2024 (Umthombo: surferseo.com/blog/ai-copyright ↗)
Umbuzo: Yiyiphi imingeni esemthethweni ekumiseleni ubunini bomxholo owenziwe yi-AI?
Imithetho yesiNtu yamalungelo okukhuphela idla ngokuchaza ubunini kubadali abangabantu. Nangona kunjalo, ngemisebenzi eyenziwe yi-AI, imigca iyafiphala. I-AI inokudala ngokuzimeleyo imisebenzi ngaphandle kokubandakanyeka ngokuthe ngqo komntu, iphakamisa imibuzo malunga nokuba ngubani omele athathwe njengomdali kwaye, ngoko, umnini welungelo lokushicilela. (Umthombo: medium.com/@corpbiz.legalsolutions/intersection-of-ai-and-copyright-ownership-challenges-and-solutions-67a0e14c7091 ↗)
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