Okuqukethwe[Fihla][Bonisa]
- 1. Yini i-Prompt Engineering, futhi kungani ibalulekile kumongo wamamodeli we-AI njenge-GPT-4?
- 3. Ungawakha kanjani ukwaziswa ukuze ukhiqize impendulo elula, eyiqiniso, njengenhloko-dolobha yezwe?
- 6. Chaza isimo lapho ubunjiniyela obusheshayo bungathuthukisa kakhulu ikhwalithi yempendulo ye-AI.
- 7. Ubhekana kanjani nokususa iphutha nokuthuthukisa ukwaziswa okuhlala kuletha izimpendulo ezingagculisi ezivela kumodeli ye-AI?
- 8. Xoxa ngomthelela wemibuzo eholayo ku-Prompt Engineering kanye nendlela engazigwema ngayo izimpendulo ze-AI.
- 9. Kokuhlangenwe nakho kwakho, ukukhetha kolimi ngokushesha kunamthelela muni ekuphumeni kwemodeli ye-AI yezilimi eziningi?
- 10. Ungakwazi yini ukuwuchaza umsebenzi onzima owenze ngokuzenzakalela noma wawuthuthukisa usebenzisa ubunjiniyela bokwaziswa obuyinkimbinkimbi?
- 11. Ungawakha kanjani ukwaziswa ukuze uthole ukuxoxwa kwezindaba okuqanjiwe kumodeli ye-AI?
- 12. Chaza ukuthi ungasebenzisa kanjani i-Prompt Engineering ukuze uthuthukise amandla okufunda emodeli yolimi esimweni "samashothi ambalwa".
- 13. Imaphi amasu ongawasebenzisa ukuze unciphise ukuchema okulimazayo ezimpendulweni ze-AI usebenzisa i-Prompt Engineering?
- 14. Xoxa ngomqondo “wokuhlanganisa ngokushesha” nokuthi ungasetshenziswa kanjani ukuphatha imisebenzi enezinyathelo eziningi ngamamodeli e-AI.
- 15. I-Prompt Engineering ingasetshenziswa kanjani kumamodeli wolimi wokushuna kahle ezinhlelweni eziqondene nesizinda ngaphandle kokuqeqeshwa kabusha okuyimodeli eqondile?
- 16. Yimiphi eminye yemikhawulo ohlangabezane nayo ku-Prompt Engineering, futhi uye wayisingatha kanjani?
- 17. Ungakwazi yini ukuchaza ukuthi umqondo "wezinga lokushisa" kumamodeli we-AI uzithinta kanjani izimpendulo ezikhiqizwa nge-Prompt Engineering?
- 18. Chaza isimo lapho usebenzise khona Ubunjiniyela Bokwaziswa ukuze uhlaziye futhi uhlaziye amasethi edatha ayinkimbinkimbi usebenzisa imodeli yolimi.
- 19. Ungayisebenzisa kanjani i-Prompt Engineering ukuze uthuthukise ukunemba nokufaneleka kwezimpendulo zemodeli ye-AI emkhakheni okhethekile, njengowezomthetho noma wezokwelapha?
- 20. Xoxa ngeqhaza lobunjiniyela Bokushesha ekwehliseni inkinga “yokubona izinto ezingekho” kumamodeli olimi.
- 21. Ukubona kanjani kusengaphambili ukuvela kwePrompt Engineering ngokuthuthuka kobuchwepheshe be-AI, futhi yimaphi amakhono ocabanga ukuthi azobaluleke kakhulu?
- 22. Chaza iphrojekthi lapho usebenzise khona izindlela zobunjiniyela Bokushesha ukuze uthuthukise kakhulu ukusebenza kahle kwenqubo yebhizinisi.
- 23. Ithini imibono yakho mayelana namandla Obunjiniyela Bokusheshisa ukukhohlisa noma ukudukisa, futhi lezi zingozi zingancishiswa kanjani?
- 24. Ungasondela kanjani ekwakheni i-multi-modal prompt ehlanganisa umbhalo nemifanekiso yomsebenzi oyinkimbinkimbi?
- 25. Yiziphi izindlela i-Prompt Engineering ezingafaka ngazo isandla ekuchazeni nasekukhanyeni kwezinqumo zemodeli ye-AI?
- 26. Xoxa ngesimo lapho kudingeke ukuthi usebenzise Ubunjiniyela Bokusheshisa ukuze uqinisekise ukuthobela imithetho yobumfihlo bedatha emiphumeleni ye-AI.
- 27. Usilinganisa kanjani isidingo sokusungula kanye nesidingo sokunemba ku-Prompt Engineering, ikakhulukazi ezinhlelweni ezibucayi?
- 28. Ungakwazi yini ukuchaza indlela yokuthuthukisa ukwaziswa kwesivinini nokusebenza kahle kwekhompyutha ezinhlelweni zesikhathi sangempela?
- 29. Ungayisebenzisa kanjani i-Prompt Engineering ukuze uthuthukise isixazululo esisekelwe ku-AI senkinga yenoveli, lapho kunezibonelo ezimbalwa ezimisiwe?
- 30. Yiziphi izindlela ozisebenzisayo ukuze uhlale unolwazi mayelana nentuthuko yakamuva kanye nemikhuba emihle ku-Prompt Engineering?
- 31. Yini ongayenza emasontweni ambalwa okuqala emsebenzini uma uqashwa?
- Isiphetho
I-Prompt Engineering isiyikhono, emkhakheni oshintshayo wobuhlakani bokwenziwa nokufunda komshini, ikakhulukazi ngokukhuphuka kwamamodeli athuthukile njenge-GPT 4.
I-Essentially Prompt Engineering ibandakanya ukwenza okokufaka (okuyalayo) kwe-AI ukuze ithuthukise ukuphuma kwayo. Lobu buchwepheshe bubalulekile njengoba buthinta ngqo ikhwalithi, ukuhambisana, nokusebenza kwezimpendulo ezikhiqizwa yi-AI.
Esikhathini lapho amabhizinisi nabacwaningi bethembele kakhulu ku-AI ngemisebenzi efana nale ukuhlaziywa kwedatha, ukudalwa kokuqukethwe, kanye nosekelo lokwenza izinqumo ukuba yingcweti Ubunjiniyela Bokushesha kusho ukwenza ngokwezifiso lawa mathuluzi ngokwezidingo.
Ukubaluleka kwe-Prompt Engineering kuvela esidingweni sokuxhuma isisekelo solwazi samamodeli e-AI nemiphumela esebenzisekayo emhlabeni.
Njengoba amamodeli e-AI ehlanganiswa ngokuya ebhizinisini nasemisebenzini yocwaningo amandla okusebenzelana kahle nalawa mamodeli kusetshenziswa ukwaziswa okuklanyiwe kubalulekile.
Akukhona nje ngokuthola izimpendulo kodwa futhi mayelana nokuqondisa i-AI kude nezindaba ezivamile njengokukhiqiza ulwazi olungabalulekile noma oluchemile kanye nokuqinisekisa ukusebenza kwesimilo.
Njengoba i-AI iqhubeka nokwanda kuyo yonke imikhakha—kusuka kwezokunakekelwa kwempilo kanye nomthetho kuya emikhakheni—isidingo sochwepheshe abakwazi ukuhlanganisa amakhono e-AI kuzimo ezithile siyakhula.
Kulesi sihloko, sihlanganise uhlu lwemibuzo yenhlolokhono yobunjiniyela ukukusiza ukuthi ulungele inhlolokhono yakho futhi uvikele umsebenzi owufunayo.
1. Yini i-Prompt Engineering, futhi kungani ibalulekile kumongo wamamodeli we-AI njenge-GPT-4?
I-Prompt Engineering idlala indima, ekuzibandakanyeni nezinhlelo ze-AI ezifana ne-GPT 4. Lo mkhuba uhlanganisa ukusungula imibuzo, imiyalelo, noma izitatimende (ezibizwa ngokuthi “ukwaziswa”) eziqondisa amamodeli e-AI ukuze akhiqize izimpendulo ezibalulekile ezinembayo. Kufana nokwazi ukuthi ungawubuza kanjani umbuzo ukuze uthole impendulo kumngane onolwazi noma isisebenzi saselabhulali.
Ukubaluleka kwe-Prompt Engineering ekusebenzeni namamodeli e-AI afana ne-GPT 4 angeke kugcizelelwe ngokwanele ngenxa yezizathu;
- Amandla Okuvula: I-GPT 4 namamodeli we-AI afanayo anolwazi. Ingenza imisebenzi eyahlukene kusukela ekubhaleni nasekufinyeni kuya ekubhaleni amakhodi nokunye. I-Prompt Engineering ibalulekile, ekuvuleni leli khono ngokubuza imibuzo ecashile.
- Ukuthuthukisa Ukunemba: Ukwakhiwa kokwaziswa kuthonya kakhulu ukuthi i-AI iwuqonda kahle kanjani umbuzo futhi ikhiqize okukhiphayo ngokufanele. Ukwaziswa okwakhiwe kungaholela ezimpendulweni ezinembayo nezihambisana nomxholo.
- Ukukhuthaza Ubuhlakani: Ngobunjiniyela Bokushesha ungahlola imingcele yalokho i-AI ekwazi ukuyikhiqiza ukuthi ifaka phakathi ukubhala ngesitayela esithile esikhiqiza imiqondo yoqobo noma ngisho nokukhiqiza izinto zobuciko.
- Ukuthuthukisa Ukuphumelela: Ukusebenzisa iziqondiso eziklanyiwe kungalula ukuxhumana. Ikusiza ukuthi uthole ulwazi oludingekayo noma imiphumela ngendlela ephumelelayo futhi efingqiwe.
- Izimpendulo Zokuhlanganisa: Ngokuqasha uchwepheshe wezindlela Zonjiniyela Eziphendula izimpendulo zingenziwa ngendlela oyifisayo ukuze zihambisane namathoni, izakhiwo, noma amaleveli emininingwane athuthukisa okukhiphayo kwe-AI ukuze kuhambisane nenhloso yamanje.
2. Ungakwazi yini ukuchaza umehluko phakathi kokufunda “ukuthwebula uziro,” “ukuthwebula okukodwa,” kanye “nokudubula okumbalwa” esimweni sezibonelo zolimi?
Cabanga ukuthi isikhathi ngasinye lapho ufundisa othile ikhono elisha, izinga lemfundo omnikeza lona liyashintshashintsha. Lokho kanye nalokho okwenzekayo ngale mibono yokufunda kuyafana.
Ukufunda kwe-Zero-Shot
Masithathe ukufunda okungasho lutho kuqala. Zicabange ucela umngane—kulesi simo, imodeli yethu ye-AI—ukuba enze umsebenzi abangakaze bawenze ngaphambili ngaphandle kokubanikeza noma yimiphi imiyalo enemininingwane.
Ongakwenza ukuchaza inkinga bese uthemba ukuthi bangakwenza ngokusebenzisa ulwazi asebenalo. Ukufunda ungasho lutho, njengoba kusetshenziswa ku-AI, kubhekisela ekuceleni imodeli ukuthi iqedele umsebenzi ngaphandle kwanoma yiziphi izimo zangaphambilini, ezinembayo.
Kufana nokucela othile ukuthi akwenzele i-sonnet mayelana nolwandle ngaphandle kokukunikeza amasampula. Ukuze uphendule, imodeli isebenzisa ulwazi lwayo olujwayelekile lwezilimi nomhlaba.
Ukufunda Okukodwa:
Njengoba siqhubekela ekufundeni okukodwa, zibone ngeso lengqondo unikeza umngane wakho isibonelo esisodwa bese umcela ukuba enze umsebenzi.
Kufana nokuthi, “Ungangibhalela inkondlo emayelana nolwandle, enjengalena engiyithole ngezintaba? Banemodeli noma iphuzu lokubhekisela elinikezwe yileso sibonelo esisodwa.
Isibonelo esisodwa sinikezwe imodeli yendlela yokufunda ye-AI eyodwa, futhi izama ukuthola izidingo zomsebenzi kuleso simo esisodwa. Kuyindlela yokubuza, “Ungenza okuthile okufana ne-vibe engiyifunayo?”
Ukufunda Okumbalwa:
Futhi ekugcineni, ukufunda okumbalwa. Nakhu lapho ucela khona umngane wakho ukuthi enze umsebenzi ozokwenziwa ngemva kokubanikeza izibonelo ezimbalwa.
Ngethemba lokuthi bazohlanganisa izihloko nezitayela abahlangabezane nazo, ungababonisa izinkondlo ezimbalwa mayelana nemvelo bese ucela eyodwa mayelana nolwandle.
Ukufunda okumbalwa, njengoba kusetshenziswa ku-AI, kubhekise ekuhlinzekeni imodeli ngesethi elinganiselwe yamasampula ongasebenza nayo. Lokhu kuyisiza ukuthi iqonde kangcono okulindelekile futhi kuvame ukukhiqiza imiphumela enembe kakhulu noma eyinkimbinkimbi.
Kulezi zimo, imodeli ye-AI isebenzisa ulwazi lwayo lwangaphambili kanye nanoma yiziphi izibonelo ezinikeziwe ukuze kuqondwe futhi kuqedelwe umsebenzi. Umehluko oyinhloko unani kanye nohlobo lwesiqondiso esingakutholi lutho, okukodwa, noma izimo ezimbalwa.
Lawa masu akhombisa ukuguquguquka nokuguquguquka kwemodeli, okuyenza ikwazi ukwenza imisebenzi eyahlukene ngisho noma incane indlela yokuqondisa okuqondile. Kuwubufakazi bokuthi amamodeli e-AI esimanjemanje athuthuke kangakanani futhi ahlakaniphile, akwazi “ukufunda emsebenzini” ngezindlela ngezinye izikhathi ezibonakala zingabantu.
3. Ungawakha kanjani ukwaziswa ukuze ukhiqize impendulo elula, eyiqiniso, njengenhloko-dolobha yezwe?
Isihluthulelo sokwenza ukwaziswa okuletha impendulo eqondile, eyiqiniso—njengenhloko-dolobha yezwe—ukwenza kucace futhi kucace. Qiniseka ukuthi i-AI ikuthola ngqo lokho okucelayo, kungashiyi ithuba lokungaqondi kahle. Kufana nokubuza umbuzo obukhali kumuntu omaziyo ngesikhathi ucindezelwa isikhathi.
Nansi indlela eyodwa ongayenza ngayo:
- Yiba Ngqo: Buza umbuzo oqondile ngokushesha. Ukushaya mayelana nesihlahla noma ukugcwalisa akudingekile. Kucabange njengokucela imiyalelo; uma ucacisa kakhulu, uzofika ngokushesha lapho uya khona.
- Chaza Umsebenzi: Qinisekisa ukuthi umyalo ukwenza kucace ukuthi ufuna impendulo eyiqiniso. Lokhu kusiza ekuqondiseni i-AI ukuthi isebenzise isisekelo sayo solwazi kunamandla ayo okudala noma angasho lutho.
- Nikeza Umongo Uma Udingeka: Umongo ungaba usizo ngezinye izikhathi, ikakhulukazi uma kunethuba lokungaqondi kahle. Kodwa ngokuvamile kulula endabeni yamadolobha amakhulu.
- Kugcine Kulula: Ungangezi imininingwane eyengeziwe ekwazisweni ukuze ukwenze kube nzima kakhulu. Ukuze ugcine ukunaka kwe-AI emsebenzini wamanje, namathela ezintweni eziyisisekelo.
Lona umfanekiso wokwaziswa osebenzisa le mibono:
“Iyini inhloko-dolobha yaseFrance?”
Lona umyalo ocacile, oqondile ongavumeli noma yikuphi ukudideka. Ihlinzeka i-AI ngalokho okudingayo, okuwucezu oluqondile oluyiqiniso lolwazi.
Lokhu kunciphisa amathuba okuthola impendulo enemininingwane eminingi ngoba i-AI iyakwazi ukuphendula ngolwazi olucelile kuphela.
Konke kuncike ekuxhumaneni okuhle nokuthola ulwazi olufunayo ngokushesha nangokucacile.
4. Yiziphi izinto okufanele zicatshangelwe lapho kwakhiwa imiyalo yokuqinisekisa imiphumela eqotho nengachemile evela kumodeli ye-AI?
Ukudala imiyalo yamamodeli e-AI kufana nokuxoxisana ngesimo senhlalo esiyinselele, ikakhulukazi lapho umgomo ungachemile futhi ungumphumela wokuziphatha.
Kufanele ukhulume ngokucabangela, ngesizotha, nangokuqaphela imiphumela engase ibe khona yamazwi akho. Okulandelayo ezinye zezinto ezibalulekile okufanele uzikhumbule:
Ukucaca nokungathathi hlangothi
Nikeza ulimi olungathathi hlangothi, olucacile ekuqaleni. Ukwaziswa kwakho kudinga ukufana nendatshana yezindaba enobulungisa nengachemi enikeza amaqiniso ngaphandle kokukhetha noma yiluphi uhlangothi.
Lokhu kusiza ekugcineni i-AI ukuthi ingathathi hlangothi noma ithathe kalula imibono ethile.
Ukuzwela Kwamasiko
Bona futhi uhloniphe izinto ezingalungile kanye nokuzwela kwamasiko. Kufana nokuba isivakashi esiziphethe kahle emzini womuntu; ufuna ukubonisa ukucabangela amasiko nezimiso zabo.
Lokhu kuhlanganisa ukuqhela emibonweni yangaphambili kanye nokwenza isiqiniseko sokuthi imiyalelo yakho ayikhuthazi ngokungenhloso ukuchema okulimazayo.
Ubumfihlo kanye Nokugcinwa Kuyimfihlo
Cabanga ngemfihlo kanye nemfihlo njengokungathi ubambelele kujenali yomunye umuntu. Njengoba ungeke ufune ukuveza ulwazi oluyimfihlo noma olubucayi ngaphandle kwemvume, qiniseka ukuthi imiyalelo yakho ayikhuthazi i-AI ukuthi ikhiqize imiphumela engase yephule ubumfihlo bothile.
Ukubandakanywa
Khuthaza ukubandakanywa ngokugcina imibono eyahlukene engqondweni. Ake ucabange njengokuhlela idili lesidlo sakusihlwa lapho kucatshangelwa izidingo zomsoco womuntu ngamunye kanye nalokho akuthandayo.
Qiniseka ukuthi ukwaziswa kwakho kuyabahlanganisa futhi kuyacabangela abantu abanobunikazi obuhlukahlukene, okuhlangenwe nakho, nezizinda.
Ukugwema Ingozi
Qiniseka ukuthi imiyalelo yakho ayikhuthazi ngokungenhloso ukuziphatha okubi noma okulimazayo. Lokhu kuqhathaniswa nesimiso sezokwelapha esithi “akulimazi”.
Ufuna ukwenza isiqiniseko sokuthi okuqukethwe noma ulwazi olukhiqizwe i-AI ngeke lukhuthaze ukuziphatha okubi noma ukungabi nandaba.
Ukunemba Kwamaqiniso
Lapho udala imiyalo yokuqukethwe kolwazi, zama ukugxila kulezo ezithuthukisa ukunemba kweqiniso. Kufaniswa nokuhlola kabili imithombo yephepha locwaningo.
Ezimweni lapho ukunemba kubalulekile, ikakhulukazi, khuthaza i-AI ukuthi incike olwazini oluqinisekisiwe.
Ukubhekelwa Ethical
Okokugcina, cabanga ngokuthi ukwaziswa kwakho kungase kube nomthelela kanjani ezindabeni ezinkulu zokuziphatha. Lokhu kuhlanganisa ukucutshungulwa ukuthi imikhuba namagugu omphakathi angathinteka kanjani ekuphenduleni kwe-AI.
Kumayelana nokusebenza njengelungu elinomthwalo wemfanelo emphakathini futhi uqinisekise ukuthi izenzo zakho—noma, kulesi sibonelo, ukwaziswa kwakho—zithuthukisa inhlalakahle evamile.
5. Ukucaciswa nokuhleleka kwesaziso kunamthelela muni ekuphumeni kwemodeli yolimi?
Njengoba nje izithako kanye neresiphi kuba nomthelela omkhulu emkhiqizweni wokugcina wesidlo osilungiselelayo, kanjalo nemininingwane kanye nesakhiwo sokwaziswa okuphumayo imodeli yolimi.
Kungenzeka ukuthi ukhiqize isidlo esiphila ngokuvumelana nalokho okulindele uma usebenzisa izingxenye eziqondile futhi unamathela kuresiphi.
Ngokufanayo nalokhu, ungakwazi ukuqondisa ngempumelelo imodeli yolimi futhi uthole imiphumela ecishe ifane nezinhloso zakho ngokusebenzisa umyalo owakhiwe kahle futhi onembayo.
Umthelela Wokucaciswa
Ukunemba Kwezimpendulo: Imodeli yolimi izohlinzeka ngempendulo enembe kakhulu uma unikeza umyalo onemininingwane eyengeziwe.
Kufana nokunikeza umuntu izikhombisi-ndlela eziphelele kunokumane ukhombe indawo. Amathuba amaningi okuthi afike lapho aya khona ngokunembile nangaphandle kweziphazamiso ezingadingekile uma elandela iziqondiso eziphelele.
Ukufaneleka: Ukusebenzisa izinkomba eziqondile kusiza imodeli ekuqondeni ingemuva nokubaluleka kwesicelo sakho. Lokhu kufana nokwenza ukusesha kwamagama angukhiye okuhlosiwe ku-inthanethi; uma ugxile kakhulu, imiphumela yosesho izoba ifaneleka kakhulu.
Ukunciphisa Ukungaqondakali: Ukucacisa kunciphisa ukungaqondakali. Kufana nokuqinisekisa ukuthi uthola ngokunembile okufunayo, ngesikhathi okufuna ngaso, ngokucacisa mayelana ne-oda lakho endaweni yokudlela.
Umthelela Wesakhiwo
Isiqondiso Sefomethi Yempendulo: Ifomethi yempendulo inganqunywa ngendlela ukwaziswa kwakho okubhalwe ngayo. Imodeli cishe izophendula uma ukwaziswa kwakho kuhlelwe njengombuzo.
Imodeli ingaqhubeka nendaba noma inikeze imininingwane ngesitatimende uma sihlelwe njengesitatimende.
Ukugeleza Kolwazi: Okuqukethwe yimpendulo kuqondiswa umbuzo owakheke kahle. Isebenza ngendlela efanayo ekudaleni i-ajenda yomhlangano ngoba yenza kube lula ukuhlela ingxoxo futhi ihlanganisa izihloko ezibalulekile ngendlela enengqondo.
Izinga Lokubandakanyeka: Izinga lokuphumayo lokuzibandakanya nalo lingathonywa yifomethi yalo. Impendulo ekhangayo neqanjiwe ingatholwa ngokwakha ukwaziswa njengendlela yokusungula inganekwane, isibonelo, kunokubuza umbuzo oqondile.
6. Chaza isimo lapho ubunjiniyela obusheshayo bungathuthukisa kakhulu ikhwalithi yempendulo ye-AI.
Ake sithi usebenza kuphrojekthi lapho ufuna ukukhombisa ukuhlanganiswa kobuchwepheshe kanye nezindlela zobuciko bendabuko ngokufaka ingxenye yezinkondlo ezikhiqizwe yi-AI ku-anthology yezinkondlo zesimanje ezithonywa amatimu asendulo.
Ekuqaleni, ungase utshele i-AI ukuthi "ibhale inkondlo," kodwa umphumela ungase ube okuvamile kakhulu noma ungahambisani nesihloko sakudala sephrojekthi yakho. Ubunjiniyela obusheshayo bungasetshenziswa kulesi simo ukuthuthukisa izinga nokusebenza kwezimpendulo ze-AI.
Uma usunciphise ukwaziswa kwakho kokuthile okugxile kakhulu, njengokuthi “Bhala inkondlo ngendlela ye-sonnet kaShakespearean ehlola itimu yokuhamba kwesikhathi enkathini yedijithali,” unikeza i-AI isakhiwo esicacile ukuze isebenze ngaphakathi: i-sonnet. ifomu, ukuvuma ngekhanda kuShakespeare, kanye netimu yesimanje yokusebenza ohlakeni olumisiwe.
Lokhu akuqinisekisi kuphela ukuthi izinkondlo ezikhiqiziwe zizohambisana nesihloko kanye nenqubo yesitayela ye-anthology yakho ngokungenasici, kodwa futhi kukhombisa ukuthi ukunemba nokucashile kungakhuthaza kanjani i-AI ukuthi ikhiqize izinkondlo ezihambisana ngokujulile nemibono ethile yokuqamba kanye nezinhloso zephrojekthi.
Kulokhu, ubunjiniyela obusheshayo buqinisekisa ukuthi ubuchwepheshe busebenza njengozakwethu ohlanganyelayo wangempela enqubweni yokudala ngokuvala igebe phakathi kwamakhono abanzi e-AI kanye nezidingo eziyinkimbinkimbi zomzamo wokudala.
7. Ubhekana kanjani nokususa iphutha nokuthuthukisa ukwaziswa okuhlala kuletha izimpendulo ezingagculisi ezivela kumodeli ye-AI?
Kufana nokuzama ukulungisa iphutha leresiphi okuthi, noma ngabe uyilandela eduze kangakanani imiyalelo, ingavele iphume ngendlela efanele, lapho imodeli ye-AI iqhubeka ikhiqiza izimpendulo ezingamukeleki ekwazisweni.
Imfihlo iwukubona izindawo ezidinga ukuthuthukiswa nokwenza izinguquko ngamabomu.
Okokuqala, bheka isicelo ngokwaso. Ingabe iyinkimbinkimbi kakhulu, ayinembile kakhulu, noma ingabe ikhomba i-AI ngendlela engalungile? Ukwenza izinguquko ezincane ekucaceni kokwaziswa, ukucaciswa, kanye nesakhiwo kungaba nomthelela omkhulu, njengokulungisa ukunambitheka kweresiphi noma isikhathi sokupheka.
Okulandelayo, zama ukulungisa umbuzo ngezindlela ezahlukahlukene ukuze ubone ukuthi ukulungisa okuncane kuthinta kanjani izimpendulo ze-AI. Lokhu kungase kuhlanganise ukushintsha amagama, ukungeza incazelo eyengeziwe, noma ngisho nokusho ifomethi ehlosiwe yempendulo.
Kubheke njengendlela yokuhlola ukunambitheka ngenkathi upheka, ukulungisa kahle amanani amancane uze uthole iphrofayili ye-flavour efanelekile. Le ndlela ephindaphindayo izothuthukisa amakhono akho onjiniyela asheshayo ngokukusiza ukuthi uqonde ukuthi i-AI ibona futhi iphendule kanjani ezinhlotsheni ezahlukahlukene zemiyalo futhi ikusize uthuthukise ukwaziswa kwakho ukuze uthole izimpendulo ezingcono.
8. Xoxa ngomthelela wemibuzo eholayo ku-Prompt Engineering kanye nendlela engazigwema ngayo izimpendulo ze-AI.
Ngokufanayo nendlela umbuzo onokuchema okuncane ongaqondisa ngayo ingxoxo yomuntu, imibuzo eholayo kubunjiniyela obusheshayo inomthelela omkhulu embonweni nasekuqondisweni kwezimpendulo ze-AI.
Lezi zinhlobo zemibuzo zenza ukuthi i-AI isabele ngendlela ethile ngoba iqukethe ukuqagela okusobala noma imikhondo mayelana nempendulo ehlosiwe.
I-AI ingase icabange, ngokwesibonelo, ukuthi ukucindezeleka empilweni yamanje kunethonya eliqondile enjabulweni lapho ibuzwa, "Ingabe ukucindezeleka okukhulu kwempilo yanamuhla kunomthelela kanjani enjabulweni?"
Lokhu kunciphisa ububanzi bezimpendulo ezingaba khona futhi kwethule ukuchema kokuphumayo kwe-AI, okungafihla imibono eyinkimbinkimbi noma ephikisayo.
Imibuzo enjalo inomthelela onamandla ezimweni lapho ukungakhethi kanye nophenyo olunzulu lwemiqondo kubalulekile. Ukuchema kwangaphakathi kwesaziso kuhlunga ukuqonda nokusabela kwe-AI, kuyenze ifane nokugqoka izibuko ezinemibala eshintsha umbono womuntu womhlaba.
Ukunciphisa lokhu, ukusebenzisa imibuzo evulekile, engacabangeli kukhuthaza ukuhlukahluka okuhlukahlukene kwezimpendulo.
Le ndlela yokusebenza ayithuthukisi nje kuphela izinga nokuvumelana kwemiphumela ye-AI kodwa futhi ikhuthaza ukusebenzelana kokuziphatha okuhle nokunenhloso nalokhu okuyinkimbinkimbi. amamodeli olimi, okuqinisekisa ukuthi i-AI isebenza njengethuluzi eliguqulekayo elingangena ebangeni elibanzi lemibono nemibono.
9. Kokuhlangenwe nakho kwakho, ukukhetha kolimi ngokushesha kunamthelela muni ekuphumeni kwemodeli ye-AI yezilimi eziningi?
Ulimi olusetshenziswa ekwazisweni lungaba nomthelela omkhulu ekuphumeni kwemodeli ye-AI yezilimi eziningi. Lokhu kufana nokuthi ukuxoxa inganekwane ngolimi oluhlukile kungase kwehluke ngandlela thize noma kakhulu, kuye ngesisho nangokwesiko.
Ukwazisa i-AI ngolimi oluthile kukuvumela ukuthi ungafinyeleli nje kuphela isiteshi sokuxhumana kodwa futhi nezinhlobonhlobo zobuqili bezilimi namasiko ezilukwe ngaphakathi kwalolo limi.
Uma zinikezwa ukwaziswa ngesi-Japanese, isibonelo, izimpendulo zingabonisa ukuhleleka nokungaqondile okukhona olimini, kuyilapho uma zinikezwa ukwaziswa okufanayo nge-Spanish, imiphumela ingaba eqondile futhi iveze obala, ibonise izici zolimi namanani amasiko avamile e-Spanish. -amasiko akhulumayo.
Ngaphezu kwalokho, ikhono le-AI kanye nokuhluka kwezimpendulo zayo kungase kuthinteke ngenxa yobunkimbinkimbi nokwehlukahlukana kolimi. I-AI ingase ibe nenkinga yokucubungula izilimi ngesilulumagama esikhulu, izilimi zesigodi eziningi, noma uhlelo lolimi oluyinkimbinkimbi, olungase lube nomthelela ekujuleni kwemiphumela, ukunemba, nokuhambisana kwamasiko.
Lokhu kungikhumbuza izinselele umhumushi ochwepheshile abhekana nazo okufanele adlulisele umoya namasiko ombhalo womthombo ngaphezu kokuwuhumusha igama nezwi.
Ukuqinisekisa ukuthi izimpendulo ze-AI zinembile futhi zifanele isiko nomongo onikeziwe, kubalulekile ukuthi lapho usebenzisana nemodeli ye-AI yezilimi eziningi umuntu azi izici zolimi nesimo samasiko esilethwayo.
10. Ungakwazi yini ukuwuchaza umsebenzi onzima owenze ngokuzenzakalela noma wawuthuthukisa usebenzisa ubunjiniyela bokwaziswa obuyinkimbinkimbi?
Kuphrojekthi eyodwa ethokozisayo, ukukhiqizwa kokuqukethwe okuguquguqukayo, okuqaphela umongo wemibuzo ehlukahlukene yabasebenzisi kunkundla yokwesekwa kwamakhasimende kwahlelwa ngokusetshenziswa kobunjiniyela bokwaziswa obuyinkimbinkimbi.
Izihloko ezibanzi zenkundla, kusukela ekusikiseleni komkhiqizo kuye kosizo lobuchwepheshe, bekuwubunzima njengoba ibidinga i-AI ukuthi ingagcini nje ngokuqondisisa umbuzo womsebenzisi kodwa futhi yenze ngendlela oyifisayo impendulo yayo ngokusekelwe kumongo, ukuphuthuma, nezidingo zomuntu ngamunye zomsebenzisi.
Ukuze sibhekane nalokhu, sithuthukise isethi yemiyalo enezigaba ehlukanisa uphenyo lomsebenzisi, sakhomba izingxenye ezibalulekile, sabe sesishintsha ngamandla ithoni yempendulo, izinga lemininingwane, nokuqukethwe ngokuya ngencazelo nesimo sengqondo sombuzo.
Ngale ndlela, i-AI ikwazile ukwenza imisebenzi eminingi eyinkimbinkimbi ngokuhlangana okukodwa, njengokuhlonza izinkinga zobuchwepheshe, ukusiza abasebenzisi ngezinqubo zokuxazulula izinkinga, kanye nokunikeza izincomo zomkhiqizo ezihambisanayo.
Amandla e-AI okuletha izimpendulo ezinembayo, ezifanele ngokomongo, nezisebenziseka kalula athuthukiswe kakhulu ubuchwephesha bobunjiniyela obusheshayo, obenze inqubo yokwesekwa kwamakhasimende yasebenza kakhulu, yathakazelisa, futhi yanelisa kubasebenzisi.
11. Ungawakha kanjani ukwaziswa ukuze uthole ukuxoxwa kwezindaba okuqanjiwe kumodeli ye-AI?
Ukuze ukhuthaze ukuxoxwa kwezindaba okucatshangwayo okuvela kumodeli ye-AI, udinga ukudala isimo ngendlela efanayo nendlela umqondisi anikeza ngayo abadlali isethi yezimo—ezanele ukuze baqalise, kodwa uvumele isikhala sokutolika kwabo.
Ukwaziswa kufanele kusebenze njengekhanvasi engenalutho, ehlinzeka ngenhlanganisela yokucaciswa ukuze kuqondiswe umkhondo wendaba kanye nezingxenye ezivulekile ukuze kukhuthazwe ilayisense yobuciko. Enye indlela yokuqala ukulandisa kungaba ukwakha ukusethwa okuphoqelelayo okunabalingisi, ukusikisela kokungqubuzana, nendawo eyingqayizivele, kodwa kube nendawo eyanele yokuthi isakhiwo sishintshane ngokungalindelekile.
“Edolobheni elimatasa lapho umlingo ucashe khona ngokusobala, isangoma esisemusha sithola ibalazwe lasendulo eliholela entweni elahlekile,” kungase kube ukwaziswa okuthakazelisayo.
Nokho, akubona bodwa ababhekile. Chaza ngohambo lwabo, ukhulume ngobunzima abahlangabezana nabo, amadlelandawonye abawenzayo, nezimfihlo abazifundayo.” Lokhu kucushwa kumema i-AI ukuthi idale i-tapestry eyinkimbinkimbi yokusebenzisana, ukusonteka kwesakhiwo, kanye nokwakhiwa komhlaba okuyinkimbinkimbi ngenkathi ihlinzeka ngokuqondisa okulandisayo okucacile nezici ezinhle.
Imfihlo ishaya ibhalansi phakathi kwesakhiwo nokuguquguquka, ivumela i-AI ukuthi iqondise nje ngokwanele ukugcina yonke into ihlangene kodwa futhi ne-latitude eyanele yokuveza ubuhlakani bayo, okuzohlinzeka ngendaba ehehayo nemangazayo.
12. Chaza ukuthi ungasebenzisa kanjani i-Prompt Engineering ukuze uthuthukise amandla okufunda emodeli yolimi esimweni "samashothi ambalwa".
Esimeni sokufunda “esimbalwa”, ubuciko bobunjiniyela obusheshayo buba bubalulekile uma inhloso kuwukuthuthukisa amakhono okufunda emodeli yolimi ngezimo ezimbalwa.
Kufana nokunikeza umdwebi oqalayo izibonelo ezimbalwa zemivimbo emikhulu ukuze ayifunde ngaphambi kokulindela ukuthi aqedele umdwebo; izibonelo ezinjalo zidinga ukukhethwa ngokucophelela futhi zethulwe ngendlela ethuthukisa ukusebenza kwazo kwezemfundo. Kulesi simo, ukwaziswa kufanele kusetshenziswe njengomthombo wogqozi kanye nesiqondiso.
Akufanele nje kuphela babonise umsebenzi owenziwayo kodwa futhi bafake iziphakamiso ezincane zokuthi ungabhekana kanjani nemisebenzi ehlobene esikhathini esizayo.
Ukwenza lokhu, ukwaziswa kungaklanywa ukuqukatha inani elilinganiselwe lezibonelo ezinhle kakhulu, ezihlukahlukene ezithwebula umoya womkhiqizo ohlosiwe. Incazelo yomsebenzi ecacile nefushane izonikezwa esimweni ngasinye, ikhuthaze imodeli ukuthi ibone amaphethini ayisisekelo, izimiso, noma izitayela ezivezwe ezibonelweni..
Uma ukufundisa imodeli ukubhala ngesitayela esithile sombhalo kuwumgomo, isibonelo, imiyalo ingaba namasampula amavesi ambalwa abhalwe ngaleso sitayela, kulandelwe umsebenzi lapho imodeli idinga ukusebenzisa lokho “ekubonile” ukuze kwakheke umbhalo. ucezu olusha.
Le ndlela yokwenza ithuthukisa amandla emodeli okwenza izinto zibe ziningi ukusuka kuzithombe ezimbalwa ziye kuhlu olubanzi lwemisebenzi ehlobene ngokuyisiza ukuthi iqonde umsebenzi futhi ifake ngaphakathi ubuhlakani bezibonelo ezinikeziwe.
13. Imaphi amasu ongawasebenzisa ukuze unciphise ukuchema okulimazayo ezimpendulweni ze-AI usebenzisa i-Prompt Engineering?
Njengomlimi ukukhetha ngokucophelela imbewu futhi anakekele ingadi yakhe ukuze avimbele ukusabalala kwezinhlobo ezihlaselayo, ukunciphisa ukuchema okulimazayo ezimpendulweni ze-AI ngobunjiniyela Bokushesha kudinga indlela ecatshangwayo nengamabomu.
Ukudala ukwaziswa okubandakanya ngokwemvelo nokungachemi kudinga ukunakwa ngokucophelela ukuze kugwenywe ukusebenzisa ulimi noma ukwenza izinto eziqagelayo ezingase zinyakazise imiphumela ye-AI.
Ukuze ugweme ukuqinisa ubandlululo ngokungenhloso noma ukucwasa amaqembu athile, kubalulekile ukuqapha ngenkathi usebenzisa amagama nezinkulumo.
Kuyafana nokusebenzisa isihlungi ukuze ukhiphe izinto ezingafuneki ukuze okokufaka okungathathi hlangothi, okunempilo kuphela kufinyelele ku-AI.
Ukwengeza imiyalelo ekhuthaza ngokukhethekile ukuphenywa kweminye imibono nakho kungase kube iqhinga elisebenza kahle kakhulu. Lokhu kuhilela ukuthuthukisa imiyalo ecela ukuthi i-AI inake futhi ibonise imibono ehlukahlukene noma ikhiqize izimpendulo ezihlanganisa inhlalo, amasiko, kanye nezizinda zomuntu siqu.
Kufaniswa nokukhuthaza ingxoxo ebanzi eqenjini lezingxoxo lapho umbono womuntu ngamunye uhlonishwa futhi ulalelwa.
Inhloso yokuhlanganisa lawa maqhinga kubunjiniyela Bokushesha iwukuqondisa i-AI ukuthi inikeze izimpendulo ezingagcini nje ngokuchema okulimazayo kodwa futhi ezithuthukiswa ukuhlukahluka kwemibono, ethuthukisa ubudlelwano bomphakathi nokwamukelana okwengeziwe nobuchwepheshe.
14. Xoxa ngomqondo “wokuhlanganisa ngokushesha” nokuthi ungasetshenziswa kanjani ukuphatha imisebenzi enezinyathelo eziningi ngamamodeli e-AI.
Indlela entsha yokuzibandakanya kwe-AI, ukubopha amaketango ngokushesha kufana nokuqondisa umuntu ku-maze eyinkimbinkimbi enochungechunge lwezimpawu ezibekwe ngokuhlelekile.
Isinyathelo ngesinyathelo, i-AI iholwa yi-signpost ngayinye (noma ukwaziswa, kulesi sibonelo) ngokusebenzisa uchungechunge lwemisebenzi noma izinqubo zokucabanga, ukwakha kudatha noma okuphumayo kusukela esinyathelweni sangaphambilini ukuze usondele kumphumela. Ngokufanayo nendlela iresiphi eyinkimbinkimbi ehlukaniswa ngayo ibe uchungechunge lwemiyalelo ecacile, egayekayo, le ndlela isebenza kahle kakhulu emisebenzini eyinkimbinkimbi noma enezinyathelo eziningi engakwazi ukusingathwa ngokwanele embuzweni owodwa.
Ukulandelanisa ngokushesha kuvumela umuntu ukuthi aqondise i-AI ngomsebenzi odinga okungaphezu kwempendulo elula mayelana nokuqonda noma ukuhlanganiswa kwedatha.
Isibonelo, uma umsebenzi ozokwenziwa kuwukwenza ucwaningo, ukufingqa imiphumela, bese uqamba imibuzo esuselwe kusifinyezo, isigaba ngasinye sizosingathwa ngokunye okuhlukile okwenziwe ngendlela oyifisayo.
I-AI ingacelwa ukuthi iqoqe idatha ngesihloko esicelweni sokuqala, iyifingqe ekwazisweni kwesibili, bese isebenzisa isifinyezo ukwenza imibuzo ehlakaniphile ekwazisweni kwesithathu.
Ngokuhlinzeka i-AI ngemiyalo yesinyathelo nesinyathelo, ingahlala igxilile futhi isekele izimpendulo zayo kudatha efanelekile neyomongo, ikhiqize imiphumela enobunono, enengqondo, nebalulekile.
15. I-Prompt Engineering ingasetshenziswa kanjani kumamodeli wolimi wokushuna kahle ezinhlelweni eziqondene nesizinda ngaphandle kokuqeqeshwa kabusha okuyimodeli eqondile?
I-Prompt Engineering iyindlela esheshayo yokuguqula amamodeli olimi ezinhlelo zokusebenza eziqondene nesizinda ngaphandle kokudinga ukuqeqeshwa kabusha okuqondile kwemodeli; isebenza ngendlela efanayo nesethi yamalensi akhethekile agxilisa ikhamera esihlokweni esithile ngaphandle kokushintsha ikhamera ngokwayo.
Ungashintsha izimpendulo zemodeli ukuze zihambisane nolwazi olukhethekile, ulwazimagama, kanye nemigomo yendawo ethile ngokwakha imiyalo ethwebula ingqikithi nobuhlakani baleso sizinda esithile.
Lokhu kudinga ukuqonda okuyinkimbinkimbi kwamatemu kanye nezidingo zesizinda ngaphezu kwendlela entsha yokwenza imiyalo engathola kumodeli izinga elifanele lemininingwane nobungcweti.
Isibonelo, endaweni yezokwelapha, ukwaziswa kungenziwa ukuze kusetshenziswe ulimi lwezokwelapha, kubhekiselwe ezimweni ezivamile zokunakekelwa kwezempilo, futhi kulingise ifomethi nento yokuxhumana okusemthethweni kwezokwelapha.
Ngokunjalo, izingcaphuno zomthetho wamacala, amagama asemthethweni, namafomethi wedokhumenti konke kungase kuthathwe njengezimbangela zesicelo somthetho.
Ukuze kuhlinzekwe ngemiphumela efaneleka kakhudlwana, enembe, futhi elusizo lwemisebenzi eyingqayizivele yesizinda esithile, leli su “likhuthaza” i-AI ukuthi isebenze ngaphakathi kohlaka lomqondo nololimi lwesizinda esicutshungulwayo.
Kuyindlela yokugxilisa amakhono ajwayelekile abanzi emodeli kube umugqa omncane wobuchwepheshe, kusetshenziswa ubuhlakani obuyisisekelo bemodeli ngendlela eqondene ngqo nezidingo zesizinda esithile, konke ngaphandle kokushintsha imodeli eyisisekelo ngokwayo.
16. Yimiphi eminye yemikhawulo ohlangabezane nayo ku-Prompt Engineering, futhi uye wayisingatha kanjani?
Ukubikezela kanye nokuvumelana kwezimpendulo ze-AI yizinkinga ezibalulekile kubunjiniyela obusheshayo. Ama-algorithms ayisisekelo e-AI kanye nesethi enkulu yokuqeqesha ingaholela emiphumeleni ehlukahlukene ngisho noma idala ukwaziswa okufanele.
Lesi simo esingalindelekile sifana nokutshala ingadi lapho, ngisho nokuhlwanyelwa ngokucophelela, ukukhula okuvelayo kungase kuhluke ngokumangalisayo ngenxa yomehluko wenhlabathi, amanzi, nokukhanya kwelanga. Ukuhlola okuphindaphindayo kanye nokwenza ngcono ngokushesha kubalulekile ukuze unqobe lokhu.
Ngokufanayo nendlela umlimi ofunda ngayo ukushintsha amasu okutshala ukuze afinyelele isakhiwo sengadi ethile, ungakwazi ukuqondisa kancane kancane i-AI emiphumeleni engaguquki kakhulu futhi ebikezelwe ngokulungisa ngendlela ehlelekile futhi ugade izinguquko ezimpendulweni ze-AI.
Umkhawulo owengeziwe ubhekisela ekuxazululeni okungokwemvelo kwezabelo ezithile noma imibuzo ephikisana nokusikisela okulula. Ukwaziswa okukodwa kungase kungawuthwebuli ngokwanele umongo noma ukujula kokuqonda okudingekayo kweminye imisebenzi.
Kulezi zimo, ukuhlanganisa ngesikhathi kungase kube usizo ekuhlukaniseni umsebenzi ube izingxenye ezincane, okulula ukuziphatha. Ngale ndlela, ehlanganisa ukwakha phezu komphumela wokwaziswa odlule, imisebenzi eyinkimbinkimbi ingasingathwa kancane kancane, kufana nokuhlanganisa izingcezu zejigsaw elinzima.
Ngokusebenzisa lezi zindlela, ungakwazi ukweqa futhi unciphise imikhawulo yobunjiniyela obusheshayo, ukhuphule ukusebenziseka nokusebenza kwamamodeli we-AI kuhlu lwezinhlelo zokusebenza.
17. Ungakwazi yini ukuchaza ukuthi umqondo "wezinga lokushisa" kumamodeli we-AI uzithinta kanjani izimpendulo ezikhiqizwa nge-Prompt Engineering?
Kumamodeli e-AI, umbono "wezinga lokushisa" uyipharamitha ethakazelisayo ethinta okwangempela nokuhlukahluka kwezimpendulo ezikhiqiziwe. Kucabange kushintsha inani lezinongo esitsheni ngokuthanda kwakho siqu.
Ngokufanayo, ukulungiselelwa kwezinga lokushisa eliphakeme kumodeli ye-AI kukhuthaza ukuvela okukhulu nokuhlukahluka ezimpendulweni zayo, njengoba nje nezinongo eziningi zingenza isidlo sibe mnandi kodwa futhi singabikezeleki kangako.
Njengomzila ohanjwe kahle ehlathini, okuphumayo kwemodeli emazingeni okushisa aphansi kuyalondoloza futhi kunamathela eduze kwamaphethini ewahlonze ngesikhathi sokuqeqeshwa, kukhiqiza izimpendulo eziphephile nezibikezeleka kakhudlwana.
Ngakolunye uhlangothi, ukukhulisa ukulungiselelwa kwezinga lokushisa kuphusha i-AI ukuthi ikhiqize izimpendulo zayo ngokusebenzisa ukweqa kolimi okusha noma okungajwayelekile. Lokhu kungaba usizo ikakhulukazi lapho ufuna imiqondo yamanoveli noma lapho ufuna i-AI idlulele ngale kwezixazululo ezilula, ezamukelekayo.
Kodwa-ke, kukhona ukulingana okuhle okufanele kushaywe-ukushisa okukhulu kungabangela ukusabela okungaqondakali noma okungenangqondo, njengoba nje nezinongo eziningi zinganqoba ama-flavour esitsheni.
Njengoba nje nompheki elungisa ukushisa ukuze athole ibhalansi ekahle yokunambitha emsebenzini wobuciko wokupheka, ungenza ngendlela oyifisayo okukhiphayo kwe-AI ku-Prompt Engineering ngokulungisa ngokucophelela ukulungiselelwa kwezinga lokushisa ukuze kulingane nenani elifiswayo lokuqamba izinto ezintsha nobungozi.
18. Chaza isimo lapho usebenzise khona Ubunjiniyela Bokwaziswa ukuze uhlaziye futhi uhlaziye amasethi edatha ayinkimbinkimbi usebenzisa imodeli yolimi.
Umsebenzi kuphrojekthi equkethe idathasethi ebanzi yokokufaka kwabathengi okuvela ezinkundleni ezimbalwa bekuwukufinyeza leli nani elikhulu ledatha libe yimininingwane ewusizo.
Idathasethi ibibanzi futhi inothile ngemibono eyinkimbinkimbi, izintandokazi, kanye nezincomo ezisatshalaliswe kuyo yonke imidiya ehlukahlukene, okuhlanganisa izimpendulo ezihleliwe zenhlolovo kanye namazwana angahlelekile ezinkundla zokuxhumana.
Ubunkimbinkimbi bolimi kanye nemizwelo edluliswa kumazwana bebungaphezu kobubanzi bezindlela ezijwayelekile zokuhlaziya idatha, okuphoqa isu eliyinkimbinkimbi kakhulu.
Sisebenzisa i-Prompt Engineering, sidale isethi yezaziso eziqondise i-AI ukuthi iqale iqoqe okokufaka ngokwezigaba ezifana nezici, ukusekelwa kwamakhasimende, izindleko, njll.
I-AI yabe isiyalwa futhi, kulokhu ukuthi ifinyeze imizwa, ihlonze izinkinga eziphinde ivele, futhi iphakamise ngisho nezindawo ezingase zithuthukiswe ngokusekelwe kungqikithi yamazwana, ingene esigabeni ngasinye.
Ngosizo lwale nqubo ye-methodical prompting, i-AI yakwazi ukuba umhlaziyi wedatha ophumelele ongakwazi ukuhumusha idatha eyinkimbinkimbi, engahlelekile futhi afinyelele iziphetho namaphethini kuyo.
Izinguquko ezihlosiwe kanye nokuthathwa kwezinqumo kwamasu kwenziwe kwaba nokwenzeka ngombiko ophelele, ongenziwa ofinyeza umongo wokufaka kweklayenti.
19. Ungayisebenzisa kanjani i-Prompt Engineering ukuze uthuthukise ukunemba nokufaneleka kwezimpendulo zemodeli ye-AI emkhakheni okhethekile, njengowezomthetho noma wezokwelapha?
Nge-Prompt Engineering, ukunemba nokufaneleka kwemodeli ye-AI ezindaweni ezikhethekile njengezizinda zezomthetho noma zezokwelapha kungathuthukiswa ngokulinganisa ngokucophelela ukucaciswa, umongo, nolwazi lwesizinda.
Ukwaziswa kufanele kuklanywe ngokucophelela ukuze kuqondiswe i-AI ngaphakathi kwemingcele eqinile yamazinga ochwepheshe kanye namagama njengoba lezi zizinda zibalulekile futhi zincike ekunembeni nasekuthembekeni.
Ngokwesibonelo, endaweni yezomthetho, kungase kudalwe ukwaziswa ukuze kubandakanye imithetho ethile yezomthetho, umthetho wamacala, nezinkomba, ezikhuthaza i-AI ukuthi yenze izimpendulo zayo ngamagama asemthethweni amukelwayo kanye nezandulela.
Ngokufanayo nalokhu, ukwaziswa esizindeni sezokwelapha kungasebenzisa imihlahlandlela yomtholampilo, amagama ezokwelapha, kanye nendlela yokuxilonga ukuze kuqinisekiswe ukuthi izimpendulo ze-AI zilandela izindinganiso zokuziphatha nezokwelapha.
Ngokusebenzisa le ndlela, imiphumela ye-AI iba nenemba kakhudlwana futhi ifaneleke kuyilapho ihambisana kakhulu nolwazi oluthile kanye nobunkimbinkimbi benqubo bomkhakha ofanele.
I-AI iba yithuluzi eliwusizo kakhulu futhi ingakhiqiza imiphumela ehlonipha ubunkimbinkimbi nokujula kwezisekelo zolwazi olukhethekile ngokuhlanganisa imininingwane nezimo ezithize ezizindeni ekwazisweni.
20. Xoxa ngeqhaza lobunjiniyela Bokushesha ekwehliseni inkinga “yokubona izinto ezingekho” kumamodeli olimi.
In ukumodela ulimi, igama elithi "hallucination" libhekisela ezimweni lapho i-AI ikhiqiza khona idatha engasekelwe ekunembeni kweqiniso noma okungokoqobo; ufaniswa nomxoxi wezindaba odala ukulandisa okusekelwe enganekwaneni kuphela.
Le nkinga ibonakala kakhulu emisebenzini edinga ulwazi olunembile, oluthembekile, okwenza izinto ezikhiqizwe nge-AI kube nzima ukwethenjwa nokusebenzisa.
Ukuze unciphise le nkinga, ubunjiniyela obusheshayo bubalulekile ngoba buqondisa ngokucophelela i-AI ekukhiqizeni imiphumela eqinisekisa ukuqinisekiswa nokusekelwe ebufakazini.
Lokhu kuhlanganisa ukudala ukwaziswa okugcizelela ngokukhethekile isidingo sokuba yiqiniso nokunemba, noma ngokweluleka i-AI ukuthi incike emithonjeni yedatha ethembekile noma ibonise izinga lokuthembela ezimpendulweni zayo.
Ukukhuthaza indlela ebucayi nevuleleke kakhudlwana ekukhiqizweni kolwazi, ukwaziswa kungafakwa futhi ukuze kudinge i-AI ukuthi inikeze izinkomba noma izizathu zokugomela kwayo.
Singehlisa kakhulu imvamisa yemibono ngokuthuthukisa ukusebenzisana kwethu namamodeli e-AI ngokusebenzisa imiyalo eklanywe kahle, okuzokhuphula ukwethembeka nokwethembeka kokuqukethwe okukhiqizwa yi-AI.
21. Ukubona kanjani kusengaphambili ukuvela kwePrompt Engineering ngokuthuthuka kobuchwepheshe be-AI, futhi yimaphi amakhono ocabanga ukuthi azobaluleke kakhulu?
I-Prompt Engineering iwumsebenzi okulindeleke ukuthi ube yinkimbinkimbi kakhulu futhi uthuthuke njengoba ubuchwepheshe be-AI buqhubeka nokuthuthuka.
Ngokuzayo, Ubunjiniyela Bokushesha cishe buzobamba iqhaza elikhulu ekuthonyeni ukucabanga okuqotho kwe-AI, ukucabanga okuhlakaniphile, nezinqubo zokufunda ngaphezu kokuqondisa ikhono le-AI lokuphendula.
I-AI izokhula ngokukhula kobuhlakani ekulinganiseni amandla ayo ekhompuyutha nokuzwisisa komuntu, okuvumela ukuzwakala okuzwakalayo kokuziphatha, okuqaphela umongo, kanye nokusebenzisana komuntu ngamunye nezinhlelo zayo.
Onjiniyela Abasheshayo bazodinga ukuba namakhono afaka uzwela, ukucabanga ngokuziphatha, kanye nokucabanga okujulile kule ndawo eguqukayo.
Izaziso zobuciko ezikhuthaza ukuziphatha kwe-AI okunomthwalo wemfanelo kanye nenzuzo kuzodinga ukuqonda okujulile kwemithelela yesimilo yezinto ezikhiqizwe yi-AI kanye namandla okubona kusengaphambili nokuqonda izidingo ezihlukene neziyinkimbinkimbi zabasebenzisi.
Ngaphezu kwalokho, ukusunduza imingcele yalokho i-AI engakufeza ngokubambisana nesiqondiso somuntu, ubuhlakani buzobaluleka ekutholeni izindlela ezintsha zokuxhumana ne-AI.
Tikhono lokuhola ngempumelelo kanye nokuxhumana ne-AI nge-Prompt Engineering kuzoba ithalente elibalulekile, elihlanganisa ikhono lobuchwepheshe nokuqonda okugxile kumuntu, njengoba i-AI iya ngokuya ixhumene kakhulu kuzo zonke izingxenye zokuphila nomsebenzi.
22. Chaza iphrojekthi lapho usebenzise khona izindlela zobunjiniyela Bokushesha ukuze uthuthukise kakhulu ukusebenza kahle kwenqubo yebhizinisi.
Kuphrojekthi yakamuva, siguqule inqubo yokucubungula imibuzo yekhasimende eliku-inthanethi ngokusebenzisa i-Prompt Engineering ukuze sithuthukise imisebenzi yalo yokwesekwa kwamakhasimende.
Lapho isistimu yeklayenti iqala ukusetshenziswa, yayine-chatbot elula eyayingaphendula imibuzo elula kodwa ibe nenkinga ngemibuzo ewubuqili evela kumakhasimende.
Ngenxa yalokho, kwaba nezinga eliphezulu lokudluliselwa kwamanxusa abantu kanye nesikhathi eside sokulungiswa.
Sisebenzise izindlela ezisezingeni eliphezulu ze-Prompt Engineering ukuze silungise kabusha ipharadigm yokusebenzisana ye-chatbot. Sakhe isethi yemiyalo ehlelekile ehlanganisa imigomo nemisho eqondile ukuze usisize siqonde kangcono inhloso yemibuzo yabathengi.
Isibonelo, uma umthengi ecela "inqubomgomo yokubuyisela," lo myalelo wawudizayinelwe ukukhomba isihloko futhi uqoqe olunye ulwazi olufana nohlobo lomkhiqizo nedethi yokuthenga, okuvumela izimpendulo ezinembe kakhudlwana.
Leli su likhuphule izinga lokuxazululwa kokuxhumana kokuqala, okwehlise kakhulu isidingo sokubandakanywa kwabantu.
Ukwaneliseka kwekhasimende nokusebenza kahle kokuphendula kokubili kunyuke kakhulu njengomphumela. Uhlu olukhulu lwemibuzo lungaphendulwa i-chatbot, futhi lapho iqondisa imibuzo kubasebenzeli abangabantu, ulwazi lwalucacile futhi lucacile, luvumela izimpendulo ezisheshayo.
Le phrojekthi isebenze njengesibonelo sokuthi i-Prompt Engineering ingenza kanjani ibe lula futhi ithuthukise inqubo yenkampani evamile ibe umsebenzi ophumelelayo owehlisa izindleko zokusebenza futhi uthuthukise ukwaneliseka kwamakhasimende.
23. Ithini imibono yakho mayelana namandla Obunjiniyela Bokusheshisa ukukhohlisa noma ukudukisa, futhi lezi zingozi zingancishiswa kanjani?
Ubunjiniyela obusheshayo bunamandla amakhulu okuthuthukisa ukusetshenziswa kwe-AI kodwa futhi, uma kuyekwa kungahloliwe, kungakhohlisa noma kunikeze imiphumela engamanga.
Le khwalithi enezinhlangothi ezimbili iphumela eqinisweni lokuthi izakhiwo ezisheshayo zinomthelela omkhulu ezimpendulweni ze-AI, ezithonya ukuthi zilandele izindlela ezithile noma zenze iziphetho okungenzeka zingabi yinhloso.
Isibonelo, i-AI inganikeza imiphumela esakaza ulwazi olungamanga noma imibono ebandlululayo uma ukwaziswa buthule kusikisela imibono ethile noma ishiye imininingwane ebalulekile.
Ukungafihli kanye namazinga okuziphatha kufanele afakwe ekwakhiweni nasekusetshenzisweni kwezinhlelo ze-Prompt Engineering ukuze kwehliswe lezi zingozi.
Ukufaka abahlanganyeli abahlukahlukene ohlelweni olusheshayo lokuhlola nokuhlaziya imiyalelo yokuchema okungaba khona noma izici ezikhohlisayo kungenye yezindlela eziphumelelayo zokufaka amasheke namabhalansi.
Ngaphezu kwalokho, ukudala amasistimu e-AI anezici zokuphepha ezakhelwe ngaphakathi ezihlonza futhi zigqamise izinkomba ezingaba yinkohliso kungasiza ekuvimbeleni ukuhlukumeza.
Ngaphezu kwalokho, kubalulekile ukugqugquzela isiko lokuziphatha elizungeze ukudalwa kanye nokusetshenziswa kwe-AI, elisekelwa imithetho ecacile nemfundo eqhubekayo yemikhuba ye-AI yokuziphatha.
Ukukhuthaza ukuziphatha okuhle nokufundisa onjiniyela nabasebenzisi mayelana nemiphumela ye-Prompt Engineering kubalulekile ukuze kuqinisekiswe ukuthi intuthuko kubuchwepheshe be-AI isetshenziswa ngendlela efanele. Ngokuthatha ukuma okuqinile, singagcina ubuqotho bokusebenzelana kwe-AI futhi siqinisekise ukuthi ubuchwepheshe buhlala buwusizo emphakathini.
24. Ungasondela kanjani ekwakheni i-multi-modal prompt ehlanganisa umbhalo nemifanekiso yomsebenzi oyinkimbinkimbi?
Kudingeka isu eliyinkimbinkimbi ukuze kuhlanganiswe ngempumelelo izimpawu zokukhuluma nezibonwayo lapho udala ukwaziswa okunezimo eziningi ezihlanganisa umbhalo nokubonwayo.
Lokhu kuzothuthukisa amandla e-AI okwenza imisebenzi eyinselele efuna kuqondwe okokufaka okuvela ezinhlotsheni ezimbalwa zezinzwa.
Isethulo se-multimedia lapho indlela yolwazi ngayinye isekela enye futhi inikeze umongo ojulile, obanzi womsebenzi owenziwayo ifana nohlobo lonjiniyela osheshayo oludingwa yilolu hlobo lokujima.
Uma udala umkhankaso wokukhangisa, isibonelo, ukwaziswa kungaqukatha izithombe ezibonisa isitayela somkhankaso, uhlelo lombala, nesimo esihlosiwe ngaphezu kwencazelo emfushane yomlomo yezinjongo zomkhankaso, izethameli eziqondiwe, nethoni yemizwa efiswayo.
Ngokuhlangene, lokhu kwenza i-AI ukuthi "ibone" futhi "ifunde" izidingo ngesikhathi esifanayo, okuholela ekuqondeni okuphelele kobuqili bephrojekthi. Nakuba izithombe zinganikeza njengamasampula athile esitayela nesimo sengqondo okufanele silingiswe, umbhalo ungayala i-AI ngezinjongo zamasu kanye nemibono engabonakali.
Kubalulekile ukwenza isiqiniseko sokuthi ngenkathi udala lezi zixwayiso, umbhalo nezithombe azigcini nje ngokufanele futhi ziyaqondakala kodwa futhi zihlelwa ngendlela yokuthi zithuthukisane futhi zichaze okunye.
Kungase kudingeke ukulinganisa okokufaka ukuze kungabikho okwehlula abanye ngokuhlolwa okuphindaphindiwe nokulungiswa.
Ungasebenzisa ngokugcwele amasistimu e-AI ayinkimbinkimbi ngokwakha ngokucophelela lezi zimpawu ezinezimo eziningi, ezizozivumela ukuthi zenze futhi ziqonde imisebenzi enzima, yokudala ezingeni lobunkimbinkimbi eliqhathaniseka nelomuntu.
25. Yiziphi izindlela i-Prompt Engineering ezingafaka ngazo isandla ekuchazeni nasekukhanyeni kwezinqumo zemodeli ye-AI?
Ukwakha ukwethembana nokuqonda phakathi kwezinhlelo ze-AI nabasebenzisi bazo kudinga kokubili ukuchazwa nokucaca kwezinqumo zemodeli ye-AI, zombili ezingathuthukiswa kakhulu ngobunjiniyela obusheshayo.
Singakwazi ukuyala i-AI ukuthi ingagcini nje ngokunikeza izimpendulo kodwa futhi ichaze i-logic noma imithombo yedatha esekela lezo zimpendulo ngokuklama ngokucophelela imiyalo.
Le ndlela ifaniswa nothisha odlulisela umqondo onzima kumfundi, lapho inqubo yokuchaza ibaluleke kakhulu njengesixazululo.
Isibonelo, ukwaziswa kungaklanywa ukuthi kungagcini nje ngokuphakamisa ukuxilongwa okungenzeka kodwa nokuhlinzeka ngezimpawu, ulwazi olusekelayo, nocwaningo lwesayensi lwalesi siphetho esimweni lapho kusetshenziswa khona imodeli ye-AI ukuze kusize ekuxilongeni kwezokwelapha.
Lolu hlobo lombuzo lumema i-AI ukuthi "ibonise umsebenzi wayo," ichaza ukuthi ifike kanjani esiphethweni esithile. Lokhu kusiza ukwenza inqubo ye-AI yokuthatha izinqumo ibonakale kakhudlwana futhi kwenza kube lula kudokotela ukuthi baqinisekise futhi babeke ukholo lwabo kuyo.
Ukubonisa ngale kungathuthukiswa nakakhulu ngokusebenzisa i-Prompt Engineering ukucela amamodeli e-AI ukuthi anikeze izingcaphuno noma izixhumanisi emithonjeni yedatha abaxhumane nayo, noma ukuchaza eminye imiphumela abacabange ngayo.
Le ndlela ikhombisa izinqubo zokuthatha izinqumo zemodeli futhi isiza ababambiqhaza ekuqondeni ububanzi nobunkimbinkimbi bedatha i-AI eyithathayo.
Ngakho-ke, ubunjiniyela be-Prompt buvela njengethuluzi elinamandla lokucacisa izinqubo ze-AI, zizenze zibe lula ukuziqonda futhi zifinyeleleke kumakhasimende. Lokhu kwakha ukwethenjwa okukhulisiwe nokuncika kuzixazululo ze-AI ezinhlelweni ezibalulekile.
26. Xoxa ngesimo lapho kudingeke ukuthi usebenzise Ubunjiniyela Bokusheshisa ukuze uqinisekise ukuthobela imithetho yobumfihlo bedatha emiphumeleni ye-AI.
Kuphrojekthi ehilela uhlelo losizo lwamakhasimende olunamandla e-AI lomhlinzeki wokunakekelwa kwezempilo, sibhekane nesithiyo esibalulekile sokuthobela izidingo zobumfihlo zedatha ezinzima, njenge-HIPAA e-United States.
I-AI kufanele ihambisane ngokuqinile nemithethonqubo evikela ubumfihlo nokuphepha kwedatha yesiguli njengoba idalelwe ukuphendula imibuzo ebucayi yesiguli futhi inikeze umhlahlandlela owenziwe ngendlela efanele.
Sisebenzise izindlela Zobunjiniyela Bokusheshisa ukuze kufakwe ukuhlolwa kobumfihlo okusobala endleleni yokucubungula ye-AI, siqinisekisa ukuthi isistimu igcina lezi zidingo zobumfihlo.
Ukuze uvimbele i-AI ekukhiqizeni ulwazi lomuntu siqu olungakhonjwa, ngokwesibonelo, sidale ukwaziswa okuyinikeza imiyalelo yokuthi yenze ingaziwa noma iluphi ulwazi olunjalo.
Lokhu kwakuhilela ukushintsha izimpendulo ze-AI ngendlela yokuthi amagama, izinsuku eziqondile, nanoma yiluphi olunye ulwazi olungasetshenziswa ukuhlonza isiguli lususiwe, ngisho noma okokufaka bekunolwazi olunjalo.
Ukwaziswa kwakuhloselwe futhi ukukhumbuza i-AI ngendawo ebisebenza kuyo, okuyenza igqamise izimpendulo ezidinga ukucatshangelwa ngokucophelela noma ukuzwela.
Leli su elinezinhlangothi ezimbili, elayala i-AI ngendlela yokusingatha idatha ebucayi kanye nokuthobela okuqinisekiswa njalo, lalibalulekile ekulondolozeni ubumfihlo nokunemba kwedatha yesiguli.
Ngaphezu kokusiza ukuthobela izibopho zomthetho, ukuthunyelwa kwalezi zixwayiso eziklanywe ngokucatshangelwayo kwakubalulekile ekukhuthazeni ukuzethemba kwabasebenzisi nokuqinisekisa ukuthi uhlelo lwe-AI lwaluwusizo futhi lucabangela izindaba zobumfihlo.
27. Usilinganisa kanjani isidingo sokusungula kanye nesidingo sokunemba ku-Prompt Engineering, ikakhulukazi ezinhlelweni ezibucayi?
Kudingeka ukuhlela ngokucophelela okucabangela kokubili okuhle nokubi kwamandla e-AI ukuze kulinganiswe ibhalansi phakathi kwesidingo sokunemba nokusungula kubunjiniyela obusheshayo, ikakhulukazi ezinhlelweni ezibucayi.
Le bhalansi ethambile ifana neyeciko okufanele lihloniphe izindlela zokuhweba kwalo ngenkathi lizama ukudlulisa okuthile okusha nokubalulekile.
Ukunemba kubalulekile ezinhlelweni ezibucayi, okuhlanganisa lezo ezidinga iseluleko sezezimali noma ulwazi lwezokwelapha. Ukwaziswa kufanele kuklanywe ngendlela yokuthi i-AI ilandele eduze idatha eqinisekisiwe namapharamitha achaziwe, inikeze ukunemba kweqiniso nokwethembeka kuqala.
Ukuqinisekisa ukuthi ukuhumusha ngobuciko akubangeli amaphutha omtholampilo, ungayalela ngokuqondile i-AI ukuthi isekele izimpendulo zayo ezincomweni zomtholampilo zakamuva kanye nocwaningo olubuyekezwe ngontanga lapho udala imiyalo yethuluzi lokuxilonga lezokwelapha.
Kodwa ubuciko akufanele buzitshwe ngokuphelele, ikakhulukazi uma bungase buthuthuke isipiliyoni somsebenzisi noma unikeze ulwazi olunokuqonda okwengeziwe.
Kulezi zimo, ubuhlakani bungafakwa ngokuvikelekile ngokuvumela ukuhlolwa kwe-AI ngezindlela ezahlukahlukene zokudlulisa idatha ngokunembile, okuhlanganisa ukukhiqiza izifaniso, izithombe, noma ezinye izincazelo ezingasiza abathengi baqonde futhi bathole izinto eziyinkimbinkimbi ezithakazelisa kakhulu.
Imfihlo iwukuhlela ukwaziswa ukuze okuphumayo kwe-AI kukhawulelwe kulokho okuyiqiniso nokufanele leso simo esithile.
28. Ungakwazi yini ukuchaza indlela yokuthuthukisa ukwaziswa kwesivinini nokusebenza kahle kwekhompyutha ezinhlelweni zesikhathi sangempela?
Kuzinhlelo zokusebenza zesikhathi sangempela, isivinini esisheshayo kanye nokwenza kahle kwekhompuyutha kubalulekile, ikakhulukazi uma amasistimu e-AI edinga ukusabela ngokushesha, njengama-chatbots ukuze asekelwe amakhasimende noma amathuluzi asebenzisanayo.
Ukwenza lula ukwaziswa okuyinkimbinkimbi nokugxila ekwehliseni umthwalo wekhompuyutha ngaphandle kokuphazamisa izinga lezimpendulo kuyisu elilodwa elisebenzayo.
Enye indlela eyinhloko iwukwenza ukwakheka kokwaziswa kube lula. Lokhu kuhlanganisa ukucacisa imibuzo eyinkimbinkimbi kakhulu noma ejule kakhulu, njengoba lokhu kungaphoqa imodeli ukuthi yenze izinqubo zokukhomba ezithatha isikhathi esiningi nezimba eqolo.
Kungenjalo, imiyalo ingenziwa icace futhi icace, isho isenzo esidingekayo noma impendulo ngendlela eqondakala kalula.
Isibonelo, ukwaziswa kungahlukaniswa kube imibuzo egxile kakhulu, eqondile i-AI engayiphendula ngokushesha kunokuba ibuze umbuzo oyinkimbinkimbi, onezingxenye eziningi.
Ngaphezu kwalokho, ukusebenza kungakhuliswa kakhulu ngokugcina izimpendulo ezidumile noma ngokusebenzisa izixazululo eziyisifanekiso zezihloko ezivame ukucelwa.
Uhlelo lunganciphisa imfuneko yokubala kwesikhathi sangempela, okuholela ezikhathini zokuphendula ezisheshayo, ngokubona kusengaphambili imibuzo evame ukubuzwa kanye nezimpendulo zokubala kusengaphambili lapho kusebenza khona.
Le ndlela iqinisekisa ukuthi uhlelo lwe-AI luyasabela ngisho nasezimeni zesidingo esikhulu ngokusheshisa ukusebenzisana nokunciphisa umthwalo walo wekhompyutha. Lezi zindlela zisekela ukusebenza kahle kwezinhlelo zokusebenza zesikhathi sangempela ngokunikeza ukusebenzisana kwe-AI okusheshayo nokuthembekile, okubalulekile kukho kokubili ukusebenza ngempumelelo kanye nenjabulo yomsebenzisi.
29. Ungayisebenzisa kanjani i-Prompt Engineering ukuze uthuthukise isixazululo esisekelwe ku-AI senkinga yenoveli, lapho kunezibonelo ezimbalwa ezimisiwe?
Uma usebenzisa i-Prompt Engineering, kufanele usebenzise indlela yokusungula neyokuhlola lapho ubhekana nesimo esisha lapho kunezibonelo ezimbalwa zaso.
Lokhu kufana nokuzama ukuthola indlela yakho ezweni ongalazi; udinga ukusungula futhi uvumelane nezimo ukuze uthole izimpendulo ezifanele.
Isigaba sokuqala senza ucwaningo olunzulu kanye nokuqonda isizinda senkinga, ukuthola idatha eningi ngangokunokwenzeka ngezinkinga ezihlobene noma izimo ezifanayo.
Ukwaziswa kungabe sekuklanywa ngokucophelela ukuze kuqondiswe i-AI njengoba idlulela emacaleni aziwayo iye odabeni olusha.
Lokhu kungase kuhlanganise ukwenza ukulandelana kwemibuzo yophenyo ekhuthaza i-AI ukuthi ikhiqize izinqumo ezimbalwa ezingaba khona noma imibono esekelwe ezizindeni ezihlobene zolwazi. Yize sisaqinisekisa ukuthi izimpendulo ze-AI zisekelwa amaqiniso afanelekile kanye nokubanjwa okunengqondo, lezi zixwayiso kufanele zidalwe ukuze kukhuthazwe ukuqamba okusha.
Ngemva kokukhiqizwa kwemiqondo yokuqala, ukwaziswa kungathuthukiswa ngokuphindaphindiwe ngokwengeza imibono kanye nemiphumela evela ocwaningweni lokuqala ukuze kuqondiswe ukunaka kwe-AI emigqeni yophenyo ethakazelisa kakhulu. Le nqubo ifana nokubaza, lapho impahla eluhlaza icwengwa futhi iqoshwe ngemizamo ephindaphindiwe.
Lapha, i-Prompt Engineering isebenza njengohlaka oluguqukayo lokufunda okuphindaphindiwe nokuzivumelanisa nezimo ngaphezu kokuba ithuluzi lokuheha. Lokhu kwenza i-AI ithuthukise imiphumela yayo ngokuyihlanganisa nolwazi oluvelayo lwenkinga.
Le ndlela isebenzisa ukuguquguquka kwe-AI kanye namandla okufunda ukuze kunikwe amandla ukudalwa kwezixazululo zangokwezifiso zezinkinga ezisezingeni eliphezulu.
30. Yiziphi izindlela ozisebenzisayo ukuze uhlale unolwazi mayelana nentuthuko yakamuva kanye nemikhuba emihle ku-Prompt Engineering?
Ukugcina ulwazi nokuqinisekisa ukuqaliswa okuyimpumelelo ku-Prompt Engineering kudinga ukuba ube nolwazi lwakamuva mayelana nentuthuko yakamuva kanye nezinqubo ezihamba phambili.
Isu lami lihlanganisa imfundo eqhubekayo nokuzibandakanya okusebenzayo emiphakathini yobungcweti.
Okokuqala, ngivame ukufunda izincwadi zezazi futhi ngiye ezingqungqutheleni nama-webinars mayelana nobuhlakani bokwenziwa kanye ukufunda imishini.
Lezi zinsiza zibalulekile ekufundeni mayelana nezifundo zakamuva, izinkomba ezintsha emkhakheni wobunjiniyela obusheshayo, nezindlela ezisezingeni eliphezulu.
Ucwaningo lwakamuva olwethulwe ezinkomfeni ezifana ne-NeurIPS noma kumajenali afana ne-Journal of Ukuhlakanipha okungekhona okwangempela Ucwaningo luvame ukusebenza ngokushesha noma luguquleke emsebenzini wami.
Ngiphinde ngibambe iqhaza elibonakalayo kumanethiwekhi ochwepheshe kanye nezinkundla ze-inthanethi lapho odokotela beshintshana khona ngezinkinga, izixazululo, kanye nezifundo eziyisibonelo.
Ukushintshana kolwazi lwesikhathi sangempela kuhanjiswa kakhulu izindawo zokufunda ezisekelwe emphakathini njengalezo ezitholakala ezinkundleni ezifana ne-Stack Overflow, i-GitHub, namaqembu e-LinkedIn.
Ukusebenzelana nale miphakathi kunikeza umbono obanzi wokuthi amasu ahlukene asetshenziswa kanjani ngempumelelo emikhakheni ehlukahlukene kanye nezinhlelo zokusebenza ngaphezu kokusiza ekuxazululeni izinkinga ezithile.
Ngokuhlanganisa ukusebenzelana komphakathi nokuqina kwezemfundo, ngingahlala ngisonqenqemeni lwe-Prompt Engineering futhi ngithuthukise umsebenzi wami ngolwazi lwakamuva kakhulu namasu.
31. Yini ongayenza emasontweni ambalwa okuqala emsebenzini uma uqashwa?
Uma ngiqashwa, bengizonikela amasonto ambalwa okuqala omsebenzi ukuze ngithole ukuqonda okuqinile izinjongo zenkampani, isiko, nezinqubo zokusebenza.
Ukuze ukuhlanganiswa nokubamba iqhaza kube yimpumelelo, lesi sisekelo sibalulekile. Ngingabeka eqhulwini ubudlelwano namalungu eqembu abalulekile avela eminyangweni eyahlukene ukuze kufezeke lokhu.
Ukukhuluma nozakwethu ukuze ngifunde ngezizabalazo zabo, izindlela, kanye nabakufezile kungaba yinzuzo kimina njengoba kuzocacisa amandla angaphakathi futhi kungibonise ukuthi ubuhlakani bami boBunjiniyela Bokusheshisa bungasekela kanjani kangcono izinjongo zenhlangano.
Ngesikhathi esifanayo, ngangizijulisa ekwazini noma imaphi amaphrojekthi amanje we-Prompt Engineering noma izindawo lapho amakhono ami angasetshenziswa khona. Lokhu kuhlanganisa ukuhlaziya imizamo yangaphambilini kanye nemiphumela yazo ukuze kutholwe ukuthi yini esebenzile nengasebenzanga kahle.
Ngizoqala ukusho iminikelo yokuqala engingayenza ngemva kokucabangela lezi ziqinisekiso, ngiphawule izinzuzo zesikhathi esifushane nezesikhathi eside.
Ngokusebenzisa leli su, ngingaqiniseka ukuthi angigcini nje ngokuletha inani kusukela ekuqaleni kodwa futhi ngivumelana nezinjongo zamasu zenkampani, ezizongibekela impumelelo emsebenzini wami.
Isiphetho
Kafushane, ukubamba i-Prompt Engineering kubalulekile, kulabo abahlose ukusebenzisa ngokugcwele ubuchwepheshe be-AI.
Izingxoxo kulo mkhakha zivame ukugxila ekuhloleni amandla omuntu okuqonda kanye nokuba nomthelela ekuziphatheni kwe-AI esebenzisa ukwaziswa okucatshangelwayo.
Lokhu kuhlola kudlulela ngalé kwamakhono futhi kujule ekucatshangelweni kokuziphatha kanye nekhono lokusebenzisa i-AI ezimeni ezihlukahlukene futhi ngezinye izikhathi eziyinkimbinkimbi.
Ngakho-ke ukulungela, ezingxoxweni kudinga ukuqonda kokubili ubuchwepheshe uqobo kanye nemithelela yabo yomhlaba wangempela ukuqinisekisa ukuthi abantu abazongenela ukhetho bahlonyiselwe ukufaka isandla ngempumelelo kulesi sizinda esiguqukayo nesithuthukayo.
Ukuze uthole usizo ngokulungiselela inhlolokhono, bheka Uchungechunge lwezingxoxo lukaHashdork.
shiya impendulo