Isiqulatho[Fihla][Bonisa]
- 1. Yintoni i-Prompt Engineering, kwaye kutheni ibalulekile kumxholo we-AI efana ne-GPT-4?
- 3. Ungayila njani isilumkiso sokuvelisa impendulo elula, eyinyani, efana nekomkhulu lelizwe?
- 6. Chaza imeko apho ubunjineli obukhawulezileyo bunokuphucula ngokubonakalayo umgangatho wempendulo ye-AI.
- 7. Ujongana njani nokulungiswa kweempazamo kunye nokuphucula i-prompt ehlala ivelisa iimpendulo ezinganelisekiyo kwimodeli ye-AI?
- 8. Xoxa ngefuthe lemibuzo ekhokelayo kwiPrompt Engineering kunye nendlela enokuzijika ngayo iimpendulo ze-AI.
- 9. Kumava akho, ingaba ukhetho lolwimi olukhawulezileyo lunefuthe njani kwisiphumo semodeli ye-AI yeelwimi ezininzi?
- 10. Ngaba ungawuchaza umsebenzi ontsonkothileyo owenze ngokuzenzekelayo okanye owuphucule usebenzisa ubunjineli obukhawulezayo obuphucukileyo?
- 11. Ungalwakha njani uncedo ukuze ufune ukubaliswa kwamabali obuchule kwimodeli ye-AI?
- 12. Cacisa ukuba ungasebenzisa njani iPrompt Engineering ukukhulisa amandla okufunda emodeli yolwimi kwimeko “embalwa”.
- 13. Zeziphi izicwangciso-qhinga onokuzisebenzisa ukunciphisa umkhethe onobungozi kwiimpendulo ze-AI nge-Prompt Engineering?
- 14. Xoxa ngengcamango "ye-chain chaining" kunye nendlela enokusetyenziswa ngayo ukusingatha imisebenzi yamanyathelo amaninzi kunye neemodeli ze-AI.
- 15. Ingasetyenziswa njani i-Prompt Engineering kwimifuziselo yolwimi olucokisekileyo kwi-domain-specific applications ngaphandle koqeqesho oluthe ngqo lwemodeli?
- 16. Yeyiphi eminye imida oye wadibana nayo kwiPrompt Engineering, kwaye uye wayilungisa njani?
- 17. Ngaba unokuchaza ukuba ingcamango "yobushushu" kwiimodeli ze-AI ichaphazela njani iimpendulo eziveliswa nge-Prompt Engineering?
- 18. Chaza imeko apho usebenzise ubunjineli be-Prompt ukucazulula nokuhlalutya iiseti zedatha ezintsonkothileyo usebenzisa imodeli yolwimi.
- 19. Ungayisebenzisa njani iPrompt Engineering ukuphucula ukuchaneka kunye nokufaneleka kweempendulo zemodeli ye-AI kwicandelo elikhethekileyo, elifana nezomthetho okanye lezonyango?
- 20. Xoxa ngendima yobuNjineli be-Prompt ekuthomalaliseni “i-hallucination” ingxaki kwiimodeli zolwimi.
- 21. Uyibona njani inguquko yePrompt Engineering ngenkqubela phambili yetekhnoloji ye-AI, kwaye zeziphi izakhono ocinga ukuba ziya kubaluleka ngakumbi?
- 22. Chaza iprojekthi apho uphumeze ubuchule bobuNjineli bePrompt ukuphucula kakhulu ukusebenza kakuhle kwenkqubo yeshishini.
- 23. Zithini iingcinga zakho malunga nobuNjineli obuXhathazelayo obulawulayo okanye ukulahlekisa, kwaye le mingcipheko ingathomalaliswa njani?
- 24. Ungasondela njani ekwakheni i-multi-modal prompt edibanisa isicatshulwa kunye nemifanekiso yomsebenzi onzima?
- 25. Zeziphi iindlela ezinokuncedisa ngazo ubunjineli be-Prompt ekucaciseni nasekucaceni kwezigqibo zemodeli ye-AI?
- 26. Xoxa ngemeko apho kufuneka usebenzise ubuNjineli be-Prompt ukuqinisekisa ukuthotyelwa kwemigaqo yobumfihlo bedatha kwiziphumo ze-AI.
- 27. Ulungelelanisa njani imfuno yokuyila kunye nemfuno yokuchaneka kwi-Prompt Engineering, ngakumbi kwizicelo ezinovakalelo?
- 28. Ngaba ungayichaza indlela yobuchule bokwandisa izikhokelo zesantya kunye nempumelelo yokubala kwizicelo zexesha lokwenyani?
- 29. Ungayisebenzisa njani i-Prompt Engineering ukuphuhlisa isisombululo se-AI kwingxaki yenoveli, apho kukho imizekelo embalwa esekiweyo?
- 30. Zeziphi iindlela ozisebenzisayo ukuze uhlale uhlaziyiwe kwiinkqubela-phambili zamva nje kunye neendlela ezingcono kwiPrompt Engineering?
- 31. Yintoni onokuthi uyibeke phambili kwiiveki zakho zokuqala emsebenzini ukuba uqeshiwe?
- isiphelo
Ubunjineli obukhawulezileyo bube sisakhono, kumhlaba otshintshayo wobukrelekrele bokwenziwa kunye nokufunda koomatshini, ngakumbi ngokunyuka kweemodeli eziphambili ezifana ne-GPT 4.
Eyona nto ibalulekileyo yobunjineli be-Prompt ibandakanya ukwenza amagalelo (i-prompts) ye-AI yokuphucula imveliso yayo. Obu buchule bubalulekile njengoko buchaphazela ngokuthe ngqo umgangatho, ukufaneleka, kunye nokusebenza kweempendulo ezenziwe nge-AI.
Ngexesha apho amashishini kunye nabaphandi bathembele kakhulu kwi-AI kwimisebenzi efana nayo uhlalutyo kwedatha, ukudalwa komxholo, kunye nenkxaso yokwenza izigqibo mastering Prompt Engineering kuthetha ukwenza ezi zixhobo kwiimfuno.
Ukubaluleka koBunjineli obuKhawulezileyo kuvela kwimfuneko yokudibanisa isiseko solwazi lweemodeli ze-AI ezineziphumo ezisebenzisekayo zehlabathi.
Njengoko iimodeli ze-AI zisiya zidityaniswa kushishino kunye nemisebenzi yophando ukukwazi ukusebenzisana ngokufanelekileyo nezi modeli kusetyenziswa ukwazisa okuyiliweyo kubalulekile.
Ayikokufumana iimpendulo kuphela kodwa imalunga nokukhokela i-AI kude nemiba eqhelekileyo efana nokuvelisa ulwazi olungenamsebenzi okanye olucalu-calucalulo kunye nokuqinisekisa ukusebenza ngokweenqobo ezisesikweni.
Njengoko i-AI iqhubeka nokwanda kwayo kuwo wonke amacandelo-ukusuka kukhathalelo lwempilo kunye nomthetho ukuya kwiinkalo-imfuno yeengcali ezikwazi ukulungelelanisa izakhono ze-AI kwiimeko ezithile, ngokunyuka.
Kweli nqaku, siqulunqe uluhlu lwemibuzo yodliwano-ndlebe lobunjineli ukukunceda ukuba ulungele, udliwano-ndlebe lwakho kwaye ukhusele umsebenzi owufunayo.
1. Yintoni i-Prompt Engineering, kwaye kutheni ibalulekile kumxholo we-AI efana ne-GPT-4?
I-Prompt Engineering idlala indima, ekusebenzisaneni neenkqubo ze-AI ezifana ne-GPT 4. Lo mkhuba ubandakanya ukuqulunqa imibuzo, imiyalelo, okanye iinkcazo (ezibizwa ngokuba "zi-prompts") ezikhokela iimodeli ze-AI ukuvelisa iimpendulo ezichanekileyo ezixabisekileyo. Kuyafana nokwazi indlela yokubuza umbuzo ukuze ufumane impendulo kumhlobo onolwazi okanye unolayibrari.
Ukubaluleka koBunjineli oBukhawulezayo ekusebenzeni neemodeli ze-AI ezifana ne-GPT 4 ayinakugxininiswa ngokwaneleyo ngenxa yezizathu;
- Ukuvula Okunokwenzeka: I-GPT 4 kunye neemodeli ze-AI ezifanayo zinolwazi. Inokwenza imisebenzi eyahlukeneyo ukusuka ekubhaleni nasekushwankatheleni ukuya kwikhowudi nokunye. Ubunjineli obukhawulezileyo buluncedo, ekuvezeni obu buchule ngokubuza imibuzo eyiliweyo.
- Ukuphucula ukuchaneka: Ukuqulunqwa kwee-prompts kuchaphazela kakhulu indlela i-AI eqonda ngayo umbuzo kwaye ivelise imveliso ngokufanelekileyo. I-prompt eyakhiweyo inokukhokelela kwiimpendulo ezichanekileyo kunye neemeko ezifanelekileyo.
- Ukukhuthaza uYilo: NgoBunjineli obuKhawulezayo unokuphonononga imida yento i-AI ekwaziyo ukuyivelisa nokuba ibandakanya ukubhala ngesimbo esithile ukuvelisa iikhonsepthi zokuqala okanye ukuvelisa uyilo lobugcisa.
- Ukwandisa ukusebenza kakuhle: Ukusebenzisa izithintelo ezenziweyo kunokulungelelanisa unxibelelwano. Nceda ufumane ulwazi oluyimfuneko okanye iziphumo ngokufanelekileyo nangokufutshane.
- Iimpendulo zokuLungelelanisa: Ngokuqesha ingcaphephe yobuchule bobuNjineli bokuphendula iimpendulo zinokulungiswa ukuze zihambelane neethoni, izakhiwo, okanye amanqanaba eenkcukacha aphucula imveliso ye-AI ukuze ihambelane nenjongo yangoku.
2. Ngaba ungawuchaza umahluko phakathi kwe-“zero-shot,” “one-shot,” kunye “ne-shot-shot” yokufunda kwimeko yemizekelo yolwimi?
Qwalasela ukuba ngalo lonke ixesha ufundisa umntu isakhono esitsha, iqondo lemfundo omnika lona liyaguquguquka. Oko kunye nokuba kuqhubeka ntoni ngezi mbono zokufunda ziyafana.
Imfundo yeZero-Shot
Masithathe i-zero-shot yokufunda kuqala. Khawube nomfanekiso wakho ubuza umhlobo-kule meko, imodeli yethu ye-AI-ukuba enze umsebenzi abangazange bawenze ngaphambili ngaphandle kokubanika nayiphi na imiyalelo eneenkcukacha.
Ekuphela kwento onokuyenza kukuchaza ingxaki kwaye unethemba lokuba bangayenza besebenzisa ulwazi abasele benalo. Ukufundwa kwe-Zero-shot, njengoko kusetyenziswe kwi-AI, kubhekiselele ekuceleni imodeli ukuba igqibe umsebenzi ngokungabikho kwayo nayiphi na imeko yangaphambili, echanekileyo.
Kuyafana nokucela umntu ukuba akubhalele i-sonnet malunga nolwandle ngaphandle kokubonelela ngeesampulu. Ukuphendula, imodeli isebenzisa ulwazi lwayo ngokubanzi lweelwimi kunye nehlabathi.
Isifundo esinye:
Njengoko siqhubela phambili ekufundeni okukodwa, yiba nomfanekiso wakho unika umhlobo wakho umzekelo omnye kwaye umcele ukuba enze isabelo.
Kufana nokuthi, “Ungandibhalela umbongo omalunga nolwandle, ofana nalo ndiwufumene ngeentaba?” Banomzekelo okanye inqaku lereferensi elinikwe ngulo mzekelo mnye.
Umzekelo omnye unikwe imodeli kubuchule bokufunda be-AI, kwaye izama ukufumanisa iimfuno zomsebenzi kuloo meko inye. Yindlela yokubuza, "Ngaba ungayenza into efana ne-vibe endiya kuyo?"
Izifundo ezimbalwa:
Kwaye okokugqibela, ukufunda okumbalwa. Apha kulapho ucela umhlobo wakho ukuba enze umsebenzi emva kokubanika imizekelo emininzi.
Ngethemba lokuba baya kudibanisa izifundo kunye neendlela abaye badibana nazo, unokubabonisa imibongo embalwa malunga nendalo kwaye ucele enye malunga nolwandle.
Ukufunda okumbalwa, njengoko kusetyenziswe kwi-AI, kubhekiselele ekunikeni imodeli iseti elinganiselweyo yeesampulu zokusebenzela. Oku kuyinceda ukuba iqonde ulindelo ngcono kwaye ihlala ivelisa iziphumo ezichanekileyo okanye ezinzima.
Kwimeko nganye kwezi, imodeli ye-AI isebenzisa ulwazi lwayo lwangaphambili kunye nayo nayiphi na imizekelo ebonelelweyo yokuqonda kunye nokugqiba umsebenzi. Umahluko ophambili ukwisixa kunye nohlobo lwesalathiso esingalufumaniyo, elinye, okanye iimeko ezimbalwa.
Ezi ndlela zobuchule zibonisa ukuguquguquka kwemodeli kunye nokuguquguquka, okuyenza ukuba yenze imisebenzi eyahlukahlukeneyo nokuba incinci kwindlela yokhokelo oluthe ngqo. Bubungqina bendlela imodeli ye-AI ephucukileyo nenengqondo efunyenwe ngayo, ekwaziyo “ukufunda emsebenzini” ngeendlela ezithi ngamanye amaxesha zibonakale zingabantu.
3. Ungayila njani isilumkiso sokuvelisa impendulo elula, eyinyani, efana nekomkhulu lelizwe?
Isitshixo ekudaleni ukukhawuleza okufuna impendulo ethe ngqo, eyinyani-efana nenkunzi yelizwe-kukuyenza icace kwaye icace. Qinisekisa ukuba i-AI ifumana kanye le nto uyicelayo, kungashiyi ukuba kubekho ukungaqondani. Kuyafana nokubuza umntu omaziyo onobuchule ngoxa ucinezelekile ixesha.
Nantsi indlela onokuthi uhambe ngayo:
- Yiba Ngqo: Buza umbuzo othe ngqo ngoko nangoko. Ukubetha malunga nehlathi okanye ukuzalisa akuyimfuneko. Yicinge njengokucela imiyalelo; okukhona ucacisa ngakumbi, kokukhona uya kukhawuleza ufike kwindawo oya kuyo.
- Chaza uMsebenzi: Qinisekisa ukuba i-prompt iyenza icace ukuba ufuna impendulo eyinyani. Oku kunceda ekwalathiseni i-AI ukuba isebenzise isiseko sayo solwazi endaweni yamandla ayo okudala okanye angenantsingiselo.
- Nikela Umxholo Ukuba Uyafuneka: Umxholo unokuba luncedo ngamaxesha athile, ngakumbi xa kukho ithuba lokungaqondani. Kodwa ngokuqhelekileyo kulula kwimeko yeedolophu ezinkulu.
- Yigcine ilula: Musa ukongeza iinkcukacha ezingaphezulu kwi-prompt ukwenza kube nzima ngakumbi. Ukugcina ingqalelo ye-AI kumsebenzi wangoku, namathela kwizinto ezisisiseko.
Lo ngumzekeliso wokhuthazo olusebenzisa ezi ngcamango:
"Yintoni ikomkhulu laseFransi?"
Lo ngumyalelo ocacileyo, othe ngqo ongavumeli nakuphi na ukubhideka. Inika i-AI kanye kanye le nto uyidingayo, nto leyo ethe ngqo yolwazi oluyinyani.
Oku kunciphisa amathuba okufumana impendulo eneenkcukacha kakhulu kuba i-AI iyakwazi ukuphendula ngolwazi olucelileyo.
Konke kuhla kunxibelelwano oluhle kunye nokufumana ulwazi olufunayo ngokukhawuleza nangokucacileyo.
4. Zeziphi izinto ekufuneka zithathelwe ingqalelo xa kusenziwa izindululo zokuqinisekisa iziphumo ezisesikweni nezingenamkhethe kwimodeli ye-AI?
Ukudala imiyalelo yeemodeli ze-AI kufana nokuthethathethana ngocelomngeni lwentlalo, ngakumbi xa injongo ingenamkhethe kunye neziphumo ezisesikweni.
Kufuneka uthethe ngolwazelelelo, ngokundilisekileyo, nangolwazi ngemiphumo enokubakho yamazwi akho. Oku kulandelayo zizinto ezibalulekileyo ekufuneka uzikhumbule:
Ukucaca nokungathathi cala
Nika ulwimi olungathathi hlangothi, olucacileyo ekuqaleni. Ukukhawuleza kwakho kufuneka kufane nenqaku leendaba elinobulungisa nelingathathi cala elinika iinyani ngaphandle kokukhetha icala.
Oku kunceda ekugcineni i-AI ingabi calanye okanye ithathelwe ingqalelo into ethile.
Uvakalelo lweNkcubeko
Qaphela kwaye uhloniphe izinto ezingaqhelekanga kwinkcubeko kunye nobuzaza. Kufana nokuba lundwendwe olunembeko kwikhaya lomntu; ufuna ukubonisa ulwazelelelo ngezithethe nemigaqo yabo.
Oku kubandakanya ukuhlala kude nemibono kunye nokuqinisekisa ukuba imiyalelo yakho ayikhuthazi ukonakalisa umkhethe owonakalisayo.
Ubumfihlo kunye neMfihlo
Cinga ngemfihlo kunye nemfihlo ngokungathi ubambelele kwijenali yomnye umntu. Njengoko awufuni kutyhila ulwazi lwabucala okanye olubuthathaka ngaphandle kwemvume, qiniseka ukuba imiyalelo yakho ayikhuthazi i-AI ukuba ivelise iziphumo ezinokwaphula ubumfihlo bomntu.
Ukubandakanya
Khuthaza ukuquka wonke umntu ngokugcina iimbono ezahlukeneyo engqondweni. Yiba nomfanekiso-ngqondweni wokuququzelela itheko lesidlo sangokuhlwa apho iimfuno zesondlo zomntu ngamnye kunye nezinto azikhethayo zithathelwa ingqalelo.
Qinisekisa ukuba izindululo zakho ziyabandakanya kwaye zibacingele abantu abanezazisi ezahlukeneyo, amava kunye neemvelaphi.
Ukuphepha Ingozi
Qinisekisa ukuba imiyalelo yakho ayikhuthazi ihambo embi okanye eyenzakalisayo. Oku kuthelekiseka nomgaqo wezonyango othi “awunokwenzakala”.
Ufuna ukuqiniseka ukuba umxholo okanye ulwazi oluveliswe yi-AI aluyi kukhuthaza ukuziphatha okubi okanye ukungakhathali.
Ukuchaneka Kwezibakala
Xa udala izikhokelo zomxholo wolwazi, zama ukugxila kwezo zikhuthaza ukuchaneka kobunyani. Inokuthelekiseka nokujonga kabini imithombo yephepha lophando.
Kwiimeko xa ukuchaneka kubaluleke kakhulu, ngokukodwa, khuthaza i-AI ukuba ixhomekeke kulwazi oluqinisekisiweyo.
Imilinganiselo yokuziphatha
Okokugqibela, cinga ngendlela iingcebiso zakho ezinokuchaphazela ngayo imiba emikhulu yokuziphatha. Oku kubandakanya ukuqwalasela ukuba izithethe zoluntu kunye neenqobo ezisemgangathweni zinokuchatshazelwa njani ziimpendulo ze-AI.
Imalunga nokusebenza njengelungu elinoxanduva loluntu kunye nokuqinisekisa ukuba izenzo zakho-okanye, kulo mzekelo, iimpembelelo zakho-zikhuthaza intlalontle jikelele.
5. Ingaba iinkcukacha ezithe ngqo kunye nolwakhiwo lwesaziso ziyichaphazela njani imveliso yemodeli yolwimi?
Kanye njengoko izithako kunye neresiphi zinefuthe elibalulekileyo kwimveliso yokugqibela yesidlo osilungiselelayo, kukwanjalo nokuba neenkcukacha kunye nolwakhiwo olukhawulezileyo kwimveliso yesidlo. imodeli yolwimi.
Unokwenzeka ukuba uvelise isitya esiphila ngokulindelekileyo xa usebenzisa amacandelo achanekileyo kwaye ubambelele kwiresiphi.
Ngokufanayo nale nto, unokwalathisa ngempumelelo imodeli yolwimi kwaye ufumane iziphumo eziphantse zifane neenjongo zakho ngokusebenzisa i-prompt eyakhiwe kakuhle kunye nechanekileyo.
Impembelelo yeNgcaciso
Ukuchaneka kweeMpendulo: Imodeli yolwimi iya kunika impendulo echanekileyo ngakumbi ukuba unikezela ngokukhawuleza.
Kuyafana nokunika umntu umkhomba-ndlela ocokisekileyo endaweni yokuchonga nje indawo. Badla ngokufika ngokuchanekileyo kwindawo abasingise kuyo ngaphandle kweziphazamiso ezingeyomfuneko ukuba bayithobela ngokucokisekileyo imiyalelo.
Ukufaneleka: Ukusebenzisa izikhokelo ezichanekileyo kunceda imodeli ekuqondeni imvelaphi kunye nokubaluleka kwesicelo sakho. Oku kufana nokwenza igama elingundoqo elijoliswe kuyo kwi-intanethi; Okukhona ugxile kakhulu, kokukhona iziphumo zophendlo ziya kuba zezifanelekileyo.
Ukuncipha kokungacaci kakuhle: Ukungqaleka kunciphisa ukungacaci. Kuyafana nokuqinisekisa ukuba ufumana kanye into oyifunayo, xa uyifuna, ngokucaca malunga neodolo yakho kwindawo yokutyela.
Impembelelo yoLwakhiwo
IsiKhokelo kwiFomathi yeMpendulo: Ifomathi yempendulo inokumiselwa ngendlela i-prompt yakho ebhalwe ngayo. Imodeli inokuphendula ngakumbi ukuba i-prompt yakho icwangciswe njengombuzo.
Imodeli inokuqhubeka nebali okanye inike iinkcukacha malunga nengxelo ukuba ihlelwe njengengxelo.
Ukuhamba koLwazi: Umxholo wempendulo ukhokelwa ngumbuzo owakhiwe kakuhle. Isebenza ngokufanayo ekudaleni i-ajenda yentlanganiso kuba iququzelela umbutho wencoko kwaye igubungela imixholo echaphazelekayo ngolandelelwano olunengqiqo.
Inqanaba lothethathethwano: Inqanaba lesiphumo sothethathethwano nalo lingaphenjelelwa yifomathi yalo. Impendulo enika umdla neyintshayo inokufunyanwa ngokuqulunqa ukukhawuleza njengendlela yokuseka intsomi yokuyila, umzekelo, kunokubuza nje umbuzo othe ngqo.
6. Chaza imeko apho ubunjineli obukhawulezileyo bunokuphucula ngokubonakalayo umgangatho wempendulo ye-AI.
Masithi usebenza kwiprojekthi apho ufuna ukubonisa ukudityaniswa kobugcisa kunye neendlela zobugcisa bemveli ngokubandakanya inxalenye yemibongo eyenziwe yi-AI kwi-anthology yemibongo yanamhlanje iphenjelelwa yimixholo yakudala.
Ekuqaleni, unokuxelela i-AI ukuba "bhala umbongo," kodwa umphumo unokuba ngokubanzi okanye ungahambelani nomxholo weklasi weprojekthi yakho. Ubunjineli obukhawulezileyo bunokusetyenziswa kule meko ukuphucula umgangatho kunye nokusebenza kweempendulo ze-AI.
Nje ukuba unciphise ukukhawuleza kwakho kwinto egxininise ngakumbi, njengokuthi "Bhala umbongo ngendlela ye-sonnet kaShakespearean ephonononga umxholo wokuhamba kwexesha kwi-digital age," unika i-AI isakhiwo esicacileyo ukuba sisebenze ngaphakathi: i-sonnet. ifomu, ukunqwala kuShakespeare, kunye nomxholo wale mihla wokusebenzela kwisakhelo esimiselweyo.
Oku akuqinisekisi nje kuphela ukuba imibongo eveliswayo iya kuhambelana nesihloko kunye neendlela zesimbo se-anthology yakho ngokungenasiphako, kodwa ikwabonisa indlela echanekileyo kunye neyona ndlela icacileyo inokukhuthaza ngayo i-AI ukuba ivelise imibongo ehambelana ngokunzulu kunye nemibono ethile yokuyila kunye neenjongo zeprojekthi.
Kule meko, ubunjineli obukhawulezayo buqinisekisa ukuba itekhnoloji isebenza njengeqabane lokwenyani lentsebenziswano kwinkqubo yokuyila ngokuvala umsantsa phakathi kobuchule obubanzi be-AI kunye neemfuno ezintsonkothileyo zomzamo wokudala.
7. Ujongana njani nokulungiswa kweempazamo kunye nokuphucula i-prompt ehlala ivelisa iimpendulo ezinganelisekiyo kwimodeli ye-AI?
Kufana nokuzama ukulungisa iresiphi ukuba, nokuba uyilandela ngokusondeleyo kangakanani imiyalelo, ayizukuphuma ngokuchanekileyo, xa imodeli ye-AI isoloko ivelisa iimpendulo ezingamkelekanga kwi-prompt.
Imfihlelo kukuchonga iindawo ezifuna ukuphuculwa kunye nokwenza utshintsho lwangabom.
Okokuqala, jonga isicelo ngokwaso. Ngaba intsonkothe kakhulu, ayichanekanga, okanye ingaba isalatha i-AI kwicala elingachanekanga? Ukwenza uhlengahlengiso oluncinci ekucaciseni okukhawulezileyo, ukuchaneka, kunye nolwakhiwo kunokuba nempembelelo enkulu, efana nokuguqula incasa yeresiphi okanye ixesha lokupheka.
Okulandelayo, zama ukulungisa umbuzo ngeendlela ezahlukeneyo ukuze ubone ukuba uhlengahlengiso oluncinci luzichaphazela njani iimpendulo ze-AI. Oku kunokubandakanya ukutshintsha kwamagama, ukongeza ingcaciso eyongezelelweyo, okanye nokuchaza indlela ekujongwe ngayo impendulo.
Yithathele ingqalelo uhlobo lokuvavanya incasa ngelixa upheka, ukulungisa kakuhle amanani amancinci de ufumane iprofayile yencasa efanelekileyo. Le ndlela yokuphindaphinda iyakuphucula ubuchule bakho bobunjineli obukhawulezileyo ngokukunceda uqonde indlela i-AI ebona ngayo kwaye iphendule kwiindidi ezahlukeneyo zemiyalelo kwaye ikuncede uphucule ukukhawuleza kwakho ukufumana iimpendulo ezingcono.
8. Xoxa ngefuthe lemibuzo ekhokelayo kwiPrompt Engineering kunye nendlela enokuzijika ngayo iimpendulo ze-AI.
Ngokufana nendlela umbuzo onomkhethe omncinci onokukhokela kwingxoxo yomntu, imibuzo ekhokelayo kubunjineli obukhawulezileyo inempembelelo enkulu kwithoni nakwindlela yeempendulo ze-AI.
Ezi ntlobo zemibuzo zenza ukuba i-AI isabele ngendlela ethile kuba iqulethe ucingelo olucacileyo okanye imikhondo malunga nempendulo ekujoliswe kuyo.
I-AI inokuthi, umzekelo, uxinezeleko kubomi bangoku lunefuthe elithe ngqo kulonwabo xa libuzwa, “Uxinzelelo olukhulu lobomi bale mihla lunegalelo njani kulonwabo?”
Oku kunciphisa uluhlu lweempendulo ezinokwenzeka kwaye kwazisa ukuthambekela kwimveliso ye-AI, enokuthi ifihle iimbono ezinzima okanye ezichasayo.
Imibuzo enjalo inefuthe elinamandla kwiimeko apho ukungakhethi buso kunye nophando olunzulu lweekhonsepthi lubalulekile. I-prompt's intrinsic bias ihluza ukuqonda kunye nokuphendula kwe-AI, iyenza ifane nokunxiba iiglasi ezimnyama eziguqula umbono womntu wehlabathi.
Ukunciphisa oku, ukusebenzisa imibuzo evulelekileyo, engacingelwayo kukhuthaza iintlobo ngeentlobo zeempendulo ezahlukeneyo.
Le ndlela yokusebenza ayiphuculi nje kuphela umgangatho kunye nokuhambelana kweziphumo ze-AI kodwa ikwakhuthaza uthethwano olunesimilo kunye nenjongo ngakumbi kwezi zintsonkothileyo. iimodeli zolwimi, eqinisekisa ukuba i-AI isebenza njengesixhobo esinokuguquguquka esinokungena kuluhlu olubanzi lweengcamango kunye neembono.
9. Kumava akho, ingaba ukhetho lolwimi olukhawulezileyo lunefuthe njani kwisiphumo semodeli ye-AI yeelwimi ezininzi?
Ulwimi olusetyenziswe kwi-prompt lunokuba nempembelelo enkulu kwimveliso yemodeli ye-AI yeelwimi ezininzi. Oku kuyafana nendlela yokubalisa intsomi enye kulwimi olwahlukileyo kunokwahluka ngandlel' ithile okanye kakhulu, kuxhomekeke kwisaci kunye nomxholo wenkcubeko.
Ukukhuthaza i-AI ngolwimi oluthile kukuvumela ukuba ufikelele kungekuphela nje ijelo lonxibelelwano kodwa kwanoluhlu olwahlukeneyo lobuchule bolwimi kunye nenkcubeko elukiweyo kolu lwimi.
Xa zinikwa ingcaciso ngesiJapani, umzekelo, iimpendulo zinokubonisa ubusesikweni kunye nokungathanga ngqo okukhoyo kulwimi, ngelixa xa zinikwe ingcaciso efanayo ngeSpanish, iziphumo zinokuthe ngqo kwaye zichaze ngakumbi, zibonisa iimpawu zolwimi kunye neenqobo zenkcubeko ezifana neSpanish. -iinkcubeko zokuthetha.
Ngaphaya koko, isakhono se-AI kunye nokwahluka kweempendulo zayo kunokuchatshazelwa kukuntsokotha nokwahluka kolwimi. I-AI inokuba nengxaki yokucubungula iilwimi ngesigama esikhulu, iilwimi ezininzi zezizwana, okanye igrama entsonkothileyo, enokuchaphazela ubunzulu beziphumo, ukuchaneka, kunye nokubaluleka kwenkcubeko.
Oku kundikhumbuza ngocelomngeni olujongene nomguquleli olichule ekufuneka adlulisele umoya nenkcubeko yomthombo wolwazi ukongezelela ekuguquleleni igama negama.
Ukuqinisekisa ukuba iimpendulo ze-AI zichanekile kwaye zifanelekile ngokwenkcubeko kunye nomxholo onikiweyo, kunyanzelekile ukuba xa usebenzisana nemodeli ye-AI yeelwimi ezininzi umntu azazi iimpawu zolwimi kunye nomxholo wenkcubeko oza nazo.
10. Ngaba ungawuchaza umsebenzi ontsonkothileyo owenze ngokuzenzekelayo okanye owuphucule usebenzisa ubunjineli obukhawulezayo obuphucukileyo?
Kwiprojekthi enye enomdla, ukuveliswa komxholo oguquguqukayo, owazi umxholo woluhlu olubanzi lwemibuzo yabasebenzisi kwiqonga lokuxhasa abathengi lalungiswa ngokusetyenziswa kobunjineli okukhawulezayo.
Uluhlu olubanzi lwezifundo zeqonga, ukusuka kwiingcebiso zemveliso ukuya kuncedo lobugcisa, yayinzima kuba yayifuna i-AI ukuba ingaqondisisi kuphela umbuzo womsebenzisi kodwa iphinde ilungise impendulo yayo ngokusekelwe kumxholo, ungxamiseko, kunye neemfuno zomntu ngamnye.
Ukujongana noku, siye savelisa uluhlu lwezikhokelo ezinamanqanaba ahlela umbuzo womsebenzisi, sachaza amacandelo abalulekileyo, kwaye emva koko satshintsha ngamandla ithoni yempendulo, inqanaba leenkcukacha, kunye nomxholo ngokwentsingiselo kunye nesimo sengqondo sombuzo.
Ngale ndlela, i-AI ikwazile ukwenza uluhlu olubanzi lwemisebenzi entsonkothileyo kwindibano enye, njengokuchonga iingxaki zobugcisa, ukunceda abasebenzisi ngeenkqubo zokusombulula ingxaki, kunye nokunika iingcebiso ezilungiselelwe imveliso.
Amandla e-AI okunikezela ngeempendulo ezichanekileyo, ezifanelekileyo ngokwemeko, kunye nezilula ukuzisebenzisa aphuculwe kakhulu ngobuchwephesha obukhawulezayo bobunjineli, obenze inkqubo yokuxhasa abathengi isebenze ngakumbi, inika umdla, kwaye izalisekise abasebenzisi.
11. Ungalwakha njani uncedo ukuze ufune ukubaliswa kwamabali obuchule kwimodeli ye-AI?
Ukukhuthaza ukubaliswa kwamabali okucingayo kwimodeli ye-AI, kufuneka udale imeko ngendlela efanayo nendlela umlawuli anika ngayo abadlali isethi yeemeko-ngokwaneleyo ukuba baqalise, kodwa bavumele indawo yokutolika kwabo.
I-prompt kufuneka isebenze njengeseyile engenanto, ebonelela ngendibaniselwano yeenkcukacha zokulawula umkhondo webali kunye namacandelo avulelekileyo ukukhuthaza ilayisensi yobugcisa. Enye indlela yokuqalisa ibali iya kuba kukudala ucwangciso olunyanzelisayo olunabalinganiswa, uthsuphe lwempixano, kunye nemeko-bume eyodwa, kodwa ibe nendawo eyaneleyo yokuba iploti ijike ngokungalindelekanga.
“Kwidolophu ephithizelayo apho umlingo ufihlwe kwindawo ecacileyo, igqirha eliselula lifumana imaphu yakudala ekhokelela kubugcisa obulahlekileyo,” inokuba lukhuthazo olunika umdla.
Asingabo bodwa abajongayo, nangona kunjalo. Cacisa ngohambo lwabo, ukhankanya ubunzima abadibana nabo, amahlakani abawenzayo, neemfihlo abazifundayo.” Olu lungelelwaniso lumema i-AI ukuba yenze i-tapestry entsonkothileyo yokusebenzisana, ukujijwa kweploti, kunye nolwakhiwo lwehlabathi oluntsonkothileyo ngelixa unikezela ngesikhokelo esicacileyo esibalisayo kunye nemiba emnandi.
Imfihlo ibetha ulungelelwaniso phakathi kwesakhiwo kunye nokuguquguquka, ukuvumela i-AI ukuba isalathise ngokwaneleyo ukugcina yonke into ibambene kodwa kunye nobubanzi obaneleyo bokuvakalisa ukuyila kwayo, okuya kubonelela ngebali elibandakanyayo nelimangalisayo.
12. Cacisa ukuba ungasebenzisa njani iPrompt Engineering ukukhulisa amandla okufunda emodeli yolwimi kwimeko “embalwa”.
Kwimeko yokufunda “embalwa”, ubugcisa bobuNjineli bePrompt bubaluleka xa injongo ikukuphucula ubuchule bokufunda bemodeli yolwimi ngenani elincinci lemizekelo.
Kufana nokunika umzobi oqalayo imizekelo emininzi yemivumbo emikhulu ukuba ayifunde ngaphambi kokuba alindele ukuba agqibe umzobo; imizekelo enjalo kufuneka ikhethwe ngononophelo kwaye inikezelwe ngendlela eya kwenza ukuba luncedo kwayo kwezemfundo. Kule meko, imiyalelo kufuneka isetyenziswe njengomthombo wempembelelo kunye nesikhokelo.
Akufunekanga babonise umsebenzi okhoyo kuphela kodwa baquke neengcebiso ezingaphantsi kwendlela yokujongana nemisebenzi enxulumeneyo kwixesha elizayo.
Ukwenza oku, izikhokelo zinokuyilwa ukuba ziqulathe inani elilinganiselweyo lemizekelo ebalaseleyo, eyahluka-hlukeneyo ethimba umoya wemveliso ekujoliswe kuyo. Inkcazo yomsebenzi ecacileyo nemfutshane iya kubonelelwa kwimeko nganye, ikhuthaza imodeli ukuchonga iipateni ezisisiseko, imigaqo, okanye izimbo eziboniswe kwimizekelo..
Ukuba ukufundisa imodeli ukubhala ngesimbo esithile soncwadi kuyinjongo, umzekelo, imiyalelo inokuba neesampuli ezimbalwa zeesampulu ezibhalwe ngolo hlobo, zilandelwe ngumsebenzi apho imodeli kufuneka isebenzise into "eyibonileyo" iqhekeza elitsha.
Le ndlela iphucula amandla emodeli ukwenza ngokubanzi ukusuka kukudubula okumbalwa ukuya kuluhlu olubanzi lwemisebenzi enxulumeneyo ngokuyinceda iqonde umsebenzi kunye nokufaka ngaphakathi ubuqili bemizekelo enikiweyo.
13. Zeziphi izicwangciso-qhinga onokuzisebenzisa ukunciphisa umkhethe onobungozi kwiimpendulo ze-AI nge-Prompt Engineering?
Ngokufana nomgadi wegadi ngokukhetha ngononophelo iimbewu kunye nokunyamekela isitiya sakhe ukunqanda ukwanda kweentlobo ezihlaselayo, ukunciphisa ucalucalulo oluyingozi kwiimpendulo ze-AI ngobuNjineli obuKhawulezileyo kufuna indlela ecingisisiweyo nengqingqwa.
Ukudala imiyalelo equkayo ngokwendalo nengakhethi cala kufuna ingqwalasela engqongqo ukuze kuthintelwe ukusebenzisa ulwimi okanye ukwenza izinto ezicingelwayo ezinokuphembelela iziphumo ze-AI.
Ukuphepha ukuqinisa ucalucalulo okanye ukujongelwa phantsi kwamaqela athile, kubalulekile ukulumka ngoxa usebenzisa amagama namabinzana.
Kuyafana nokusebenzisa isihluzi ukukhuphela ngaphandle imathiriyeli engafunwayo ukuze kuphela amagalelo angathathi hlangothi, asempilweni afike kwi-AI.
Ukongeza iingcebiso ezikhuthaza ngokukodwa ukuphandwa kwezinye iimbono nako kunokuba liqhinga elisebenzayo kakhulu. Oku kubandakanya ukuphuhlisa iziphakamiso ezicela ukuba i-AI ithathele ingqalelo kwaye ibonise iimbono ezahlukeneyo okanye ivelise iimpendulo ezithatha uluhlu olubanzi lwentlalo, inkcubeko kunye nemvelaphi yomntu.
Kuthelekiseka nokukhuthaza incoko ebanzi kwiqela leengxoxo apho uluvo lomntu ngamnye luhlonitshwa kwaye luviwe.
Iinjongo zokuhlanganisa obu buchule kubuNjineli obuKhawulezayo kukwalathisa i-AI ukuba ibonelele ngeempendulo ezingezizo iimbono eziyingozi nje kuphela kodwa eziphuculwe ziimbono ezahlukeneyo, ukukhuthaza ubudlelwane boluntu nolwamkelo ngakumbi kubuchwephesha.
14. Xoxa ngengcamango "ye-chain chaining" kunye nendlela enokusetyenziswa ngayo ukusingatha imisebenzi yamanyathelo amaninzi kunye neemodeli ze-AI.
Indlela entsha yothethathethwano lwe-AI, ukubopha amakhonkco okukhawulezayo kufana nokukhokela umntu kwimaze entsonkothileyo enolandelelwano lweempawu zemiqondiso ezibekwe ngobuchule.
Isinyathelo-nge-nyathelo, i-AI ikhokelwa yi-signpost nganye (okanye i-prompt, kulo mzekelo) ngokusebenzisa uluhlu lwemisebenzi okanye iinkqubo zokucinga, ukwakha kwidatha okanye isiphumo esivela kwisinyathelo sangaphambili sokusondela kwisiphumo. Ngokufana nendlela iresiphi entsonkothileyo eyahlulahlulwe ngayo kuluhlu lwemiyalelo ecacileyo, enokugaywa, le ndlela isebenza kakuhle ngakumbi kwimisebenzi entsonkothileyo okanye enamanyathelo amaninzi angenakuphathwa ngokufanelekileyo kumbuzo omnye.
I-chainchain ekhawulezayo ivumela umntu ukuba akhokele i-AI ngomsebenzi ofuna ngaphezu kwempendulo elula ngokwemigaqo yokuqonda okanye ukuhlanganiswa kwedatha.
Umzekelo, ukuba isabelo kukuqhuba uphando, ukushwankathela iziphumo, kwaye emva koko uqulunqe imibuzo esekelwe kwisishwankathelo, inqanaba ngalinye liya kujongwa ngokungxamisekileyo okwahlukileyo.
I-AI inokucelwa ukuba iqokelele idatha kwisifundo kwisicelo sokuqala, isishwankathele kwi-prompt yesibini, kwaye emva koko isebenzise isishwankathelo ukwenza imibuzo ehlakaniphile kwi-prompt yesithathu.
Ngokubonelela nge-AI ngemiyalelo yesinyathelo-nge-nyathelo, inokuhlala igxininise kwaye isekele iimpendulo zayo kwiinkcukacha ezifanelekileyo kunye nomxholo, ukuvelisa iziphumo ezichanekileyo, ezinengqiqo kunye nexabiso.
15. Ingasetyenziswa njani i-Prompt Engineering kwimifuziselo yolwimi olucokisekileyo kwi-domain-specific applications ngaphandle koqeqesho oluthe ngqo lwemodeli?
Ubunjineli obukhawulezayo buyindlela ekhawulezayo yokuguqula imifuziselo yolwimi kwi-domain-specific applications ngaphandle kokufuna uqeqesho oluthe ngqo lwemodeli; isebenza ngokufanayo kwiseti yeelensi ezikhethekileyo ezigxininisa ikhamera kwisifundo esithile ngaphandle kokutshintsha ikhamera ngokwayo.
Unokutshintsha iimpendulo zemodeli ukuze zihambelane nolwazi olukhethekileyo, isigama, kunye neenjongo zommandla othile ngokudala iimpembelelo ezibamba undoqo kunye nobuqili bommandla othile.
Oku kufuna ukuqondwa okunzulu kwesigama kunye neemfuno zesizinda ukongeza kwindlela entsha yokuyila imiyalelo enokuthi ivelise kwimodeli iqondo elifanelekileyo leenkcukacha kunye nobuchule.
Umzekelo, kwimeko yezonyango, ukwaziswa kunokwenziwa ukuba kusetyenziswe ulwimi lwezonyango, kubhekiselelwe kwiimeko eziqhelekileyo zokhathalelo lwempilo, kwaye kuxeliswe ifomathi kunye nento yonxibelelwano lwezonyango olusesikweni.
Ngokunjalo, ukucatshulwa kwamatyala, isigama somthetho, kunye neefomathi zamaxwebhu zinokubonwa njengeziphembeleli zokwenziwa kwesicelo somthetho.
Ukubonelela ngeziphumo ezifanelekileyo ngakumbi, ezichanekileyo, neziluncedo kwimisebenzi ekhethekileyo kwisizinda esinikiweyo, esi sicwangciso sibaluleke kakhulu "i-AI" ukuba isebenze ngaphakathi kweengcamango kunye nezakhelo zolwimi zommandla oqwalaselwayo.
Yindlela yokujolisa izakhono ezibanzi zemodeli ibe ngumqa wobuchule obumxinwa, kusetyenziswa ubukrelekrele obusisiseko bomfuziselo ngendlela ethe ngqo kwiimfuno zommandla othile, zonke ngaphandle kokutshintsha imodeli esisiseko ngokwayo.
16. Yeyiphi eminye imida oye wadibana nayo kwiPrompt Engineering, kwaye uye wayilungisa njani?
Ukuqikelelwa kwangaphambili kunye nokungaguquguquki kweempendulo ze-AI yimiba ebalulekileyo kubunjineli obukhawulezayo. Ii-algorithms eziphantsi ze-AI kunye neseti enkulu yoqeqesho inokukhokelela kwiziphumo ezahlukeneyo naxa idala i-prompt eyiyo.
Oku kungalindelekanga kufana nokukhulisa isitiya apho, kwanaxa kuhlwayelwe ngenyameko, ukukhula okuvelayo kunokwahluka ngokumangalisayo ngenxa yokwahluka komhlaba, amanzi nokukhanya kwelanga. Uvavanyo oluphindaphindiweyo kunye nokuphucula ngokukhawuleza kubaluleke kakhulu ukoyisa oku.
Ngokufana nendlela umlimi afunda ngayo ukulungisa iindlela zokutyala ukuze afikelele kuyilo lwegadi ethile, ungaqhubela phambili ukwalathisa i-AI kwiziphumo ezingaguquguqukiyo nezinokuqikelelwa kwangaphambili ngohlengahlengiso olucwangcisiweyo kunye nokuhlola utshintsho kwiimpendulo ze-AI.
Isinyanzelo esongezelelweyo sibhekisa kubuntsonkotha bendalo bezabelo ezithile okanye imibuzo echasene namacebiso alula. Umyalelo omnye usenokungawuthathi ngokwaneleyo umxholo okanye ubunzulu bokuqonda okufunekayo kweminye imisebenzi.
Kwezi meko, ukudibana kwangethuba kunokuba luncedo ekwahluleni umsebenzi ube ngamacandelo amancinane, kulula ukuwalawula. Ngale ndlela, ebandakanya ukwakhiwa kwesiphumo segxalaba elandulelayo, imisebenzi entsonkothileyo inokujongana neqhekeza ngalinye, kufana nokuhlanganisa amaqhekeza ejigsaw enzima.
Ngokusebenzisa obu buchule, unokuwela kwaye unciphise izithintelo zobunjineli obukhawulezileyo, ukwandisa ukusebenziseka kunye nokusebenza kakuhle kweemodeli ze-AI kuluhlu lwezicelo.
17. Ngaba unokuchaza ukuba ingcamango "yobushushu" kwiimodeli ze-AI ichaphazela njani iimpendulo eziveliswa nge-Prompt Engineering?
Kwiimodeli ze-AI, ingcamango "yobushushu" yipharamitha enomdla echaphazela imvelaphi kunye nokwahluka kweempendulo ezenziweyo. Yiba nomfanekiso-ngqondweni wokutshintsha isixa se-spice esityeni kukhetho lwakho lobuqu.
Ngokufanayo, ukusetwa kobushushu obuphezulu kwimodeli ye-AI kukhuthaza imvelaphi enkulu kunye nokwahluka kwiimpendulo zayo, ngakumbi ukuba iziqholo ezininzi zinokwenza isitya sibe nomdla ngakumbi kodwa singacingelwa kangako.
Njengomzila ohamba kakuhle ehlathini, iziphumo zemodeli kumaqondo obushushu aphantsi zilondoloza ngakumbi kwaye zihambelana ngokusondeleyo kwiipateni ezichongiweyo ngexesha loqeqesho, zivelisa iimpendulo ezikhuselekileyo kwaye ziqikeleleke ngakumbi.
Kwelinye icala, ukonyusa useto lobushushu kutyhala i-AI ukuba ivelise iimpendulo zayo ngokutsiba kolwimi okutsha okanye okungaqhelekanga. Oku kunokuba luncedo ngakumbi xa ujonga iikhonsepthi zenoveli okanye xa ufuna i-AI idlulele ngaphaya kwezisombululo ezilula, ezamkelweyo.
Nangona kunjalo, kukho ulungelelwaniso olufanelekileyo-ubushushu obuninzi bunokubangela ukusabela okungahambi kakuhle okanye okungenangqiqo, njengokuba iziqholo ezininzi zinokongamela iincasa kwisitya.
Kanye njengokuba umpheki elungisa ubushushu ukuze afumane ulungelelwaniso olufanelekileyo lokungcamla kubugcisa bokupheka, unokwenza ngokwezifiso imveliso ye-AI kubuNjineli be-Prompt ngokucofa ngononophelo ukusetwa kweqondo lobushushu ukuze kulingane inani elifunekayo lokuyila kunye nomngcipheko.
18. Chaza imeko apho usebenzise ubunjineli be-Prompt ukucazulula nokuhlalutya iiseti zedatha ezintsonkothileyo usebenzisa imodeli yolwimi.
Umsebenzi kwiprojekthi equlethe isethi yedatha ebanzi yegalelo labathengi ukusuka kumaqonga ahlukeneyo yayikukunciphisa esi sixa sikhulu sedatha kwiimbono eziluncedo.
Uluhlu lwedatha lwalubanzi kwaye lutyebile kwiimbono ezinzima, izinto ezikhethwayo, kunye neengcebiso ezisasazwe kuzo zonke iindidi zeendaba, kubandakanywa iimpendulo ezicwangcisiweyo zophando kunye neengxelo zeendaba zoluntu ezingacwangciswanga.
Ubucukubhede bolwimi kunye neemvakalelo ezidluliselwe kwizimvo zazingaphaya kwemida yeendlela eziqhelekileyo zokuhlalutya idatha, ukunyanzelisa isicwangciso esiyinkimbinkimbi.
Ngokusebenzisa ubuNjineli bePrompt, senze isethi yeengcebiso eziyalela i-AI ukuba iqale idibanise igalelo ngokweendidi ezifana neempawu, inkxaso yabathengi, iindleko, njl.
I-AI yaphinda yacelwa kwakhona, ngeli xesha ukushwankathela iimvakalelo, ukuchonga iingxaki eziqhubekayo, kunye nokucebisa iindawo ezinokuthi ziphuhliswe ngokusekelwe kumxholo wezimvo, ukugrumba kudidi ngalunye.
Ngoncedo lwale nkqubo ye-methodical prompting, i-AI yakwazi ukuba ngumhlalutyi wedatha ofezekileyo onokutolika idatha enzima, engacwangciswanga kwaye enze izigqibo kunye neepatheni ezivela kuyo.
Utshintsho ekujoliswe kulo kunye nokwenziwa kwezigqibo ezicwangcisiweyo zenziwe ukuba zenzeke ngengxelo ecokisekileyo, enokuthatyathelwa amanyathelo eshwankathela undoqo wegalelo lomxumi.
19. Ungayisebenzisa njani iPrompt Engineering ukuphucula ukuchaneka kunye nokufaneleka kweempendulo zemodeli ye-AI kwicandelo elikhethekileyo, elifana nezomthetho okanye lezonyango?
Ngobunjineli obukhawulezayo, ukuchaneka kwemodeli ye-AI kunye nokufaneleka kwiinkalo ezikhethekileyo ezifana neendawo zomthetho okanye zonyango zingaphuculwa ngokulinganisela ngononophelo oluthile, umxholo kunye nolwazi lwesizinda.
Iingcebiso kufuneka ziyilwe ngononophelo ukuze zilawule i-AI ngaphakathi kweeparamitha ezingqongqo zemigangatho yobungcali kunye nesigama kuba ezi ndawo zibalulekile kwaye zixhomekeke ekuchanekeni nasekuthembekeni.
Umzekelo, kwindawo yomthetho, izindululo zisenokwenziwa ukuquka umthetho othile wezomthetho, umthetho wetyala, kunye neembekiselo, ukukhuthaza i-AI ukuba yenze iimpendulo zayo ngesigama esisemthethweni esamkelweyo kunye nemizekelo.
Ngokufanayo noku, izibhengezo kwidomeyini yezonyango zinokusebenzisa izikhokelo zeklinikhi, isigama sonyango, kunye neendlela zokuxilonga ukuqinisekisa ukuba iimpendulo ze-AI zilandela imigangatho yokuziphatha kunye nezonyango.
Ngokusebenzisa le ndlela, iziphumo ze-AI zichaneka ngakumbi kwaye zifanelekile ngelixa zilungelelaniswa ngakumbi nolwazi oluthile kunye nobugocigoci benkqubo yecandelo elifanelekileyo.
I-AI iba sisixhobo esiluncedo ngakumbi kwaye inokuvelisa iziphumo ezihlonipha ubunzima kunye nobunzulu beziseko zolwazi olukhethekileyo ngokubandakanya i-domain-specific insights kunye neemeko kwi-prompts.
20. Xoxa ngendima yobuNjineli be-Prompt ekuthomalaliseni “i-hallucination” ingxaki kwiimodeli zolwimi.
In imodeli yolwimi, igama elithi "i-hallucination" libhekisela kwiimeko apho i-AI ivelisa idatha engasekelwanga kukuchaneka kwenyani okanye inyaniso; ifaniswa nombalisi wamabali oyila ibali elisekelwe kwintelekelelo kuphela.
Le ngxaki ibonakala ngakumbi kwimisebenzi efuna ulwazi oluchanekileyo, oluthembekileyo, okwenza izinto eziveliswa yi-AI zibe nzima ukuthembela kunye nokusetyenziswa.
Ukunciphisa le ngxaki, ubunjineli obukhawulezileyo bubalulekile kuba bukhokela ngononophelo i-AI ekuveliseni iziphumo ezingqinisiseka ngakumbi kunye nezisekwe kubungqina.
Oku kubandakanya ukudala iziphakamiso ezigxininisa ngokukodwa imfuno yokunyaniseka kunye nokuchaneka, mhlawumbi ngokucebisa i-AI ukuba ixhomekeke kwimithombo yedatha ethembekileyo okanye ibonise iqondo lokuthembela kwiimpendulo zayo.
Ukukhuthaza indlela ebaluleke ngakumbi nevuleleke ngakumbi kwimveliso yolwazi, ii-prompts zinokuqukwa ukufuna i-AI ukuba ibonelele ngezalathiso okanye ulungelelwaniso lweenkcazo zayo.
Singakwazi ukuthoba kakhulu ukuphindaphinda kwemibono ngokuphucula ukusebenzisana kwethu neemodeli ze-AI ngokusebenzisa i-prompt eyilwe kakuhle, eya kwandisa ukuthembeka kunye nokuthembeka komxholo oveliswa yi-AI.
21. Uyibona njani inguquko yePrompt Engineering ngenkqubela phambili yetekhnoloji ye-AI, kwaye zeziphi izakhono ocinga ukuba ziya kubaluleka ngakumbi?
Ubunjineli obukhawulezileyo ngumsebenzi ekulindeleke ukuba untsokothe ngakumbi kwaye uhambele phambili njengoko ubuchwephesha be-AI buqhubeka nokuphucuka.
Kwixesha elizayo, ubuNjineli obuKhawulezileyo buya kudlala indima enkulu ekuphembeleleni ukucinga okusesikweni kwe-AI, ukucinga ngobuchule, kunye neenkqubo zokufunda ukongeza ekwalatheni amandla e-AI okuphendula.
I-AI iya kukhula ikwazi ngakumbi ukulungelelanisa amandla ayo ekhompyuter kunye nentuition yabantu, ivumela isandi esilungileyo sokuziphatha, ukuqonda ngokwemeko, kunye nokusebenzisana komntu ngamnye kunye neenkqubo zayo.
Iinjineli ezikhawulezayo ziya kufuna ukuba nezakhono ezibandakanya uvelwano, ukuqiqa ngokuziphatha, kunye nokucinga okubalulekileyo kule meko iguqukayo.
Iingcebiso zokuyila ezikhuthaza ukuziphatha okunenkathalo nenzuzo kwe-AI kuya kufuna ukuqonda okunzulu kweempembelelo zeenqobo ezisesikweni zemathiriyeli eyenziwe yi-AI kunye namandla okubona kwangaphambili kunye nokuqonda iimfuno ezahlukeneyo nezintsokothileyo zabasebenzisi.
Ngaphaya koko, ukutyhala imida yento enokufezwa yi-AI ngokusebenzisana nesikhokelo somntu, ukuyila kuya kubaluleka ekufumaneni iindlela ezintsha zokuzibandakanya ne-AI.
Tukukwazi ukukhokela ngempumelelo kunye nokusebenzisana ne-AI ngokusebenzisa ubuNjineli be-Prompt iya kuba yitalente ebalulekileyo, ukudibanisa i-acumen yobugcisa kunye nokuqonda okuphakathi kwabantu, njengoko i-AI idibanisa ngakumbi nangakumbi kuzo zonke iindawo zobomi kunye nomsebenzi.
22. Chaza iprojekthi apho uphumeze ubuchule bobuNjineli bePrompt ukuphucula kakhulu ukusebenza kakuhle kwenkqubo yeshishini.
Kwiprojekthi yamva nje, sitshintshe inkqubo yophando lwabathengi abakwi-intanethi ngokusebenzisa iPrompt Engineering ukuphucula imisebenzi yabo yenkxaso kubathengi.
Xa inkqubo yomthengi yaqala ukusetyenziswa, yayine-chatbot elula enokuthi iphendule imibuzo elula kodwa ibe nengxaki ngemibuzo entsonkothileyo evela kubathengi.
Ngenxa yoko, bekukho izinga eliphezulu lokuthunyelwa kwee-arhente zabantu kunye nexesha elide lokusombulula.
Sisebenzise iindlela zobuNjineli obukhawulezayo ukuhlaziya iparadigm yencoko ye-chatbot. Senze uluhlu lwezikhokelo ezicwangcisiweyo ezibandakanya umxholo-imiqathango kunye namabinzana ukuze asincede siqonde ngcono injongo emva kwemibuzo yabathengi.
Umzekelo, ukuba umthengi ucele "umgaqo-nkqubo wokubuyisela," i-prompt yenzelwe ukuchonga umxholo kunye nokuqokelela ezinye iinkcukacha ezifana nohlobo lwemveliso kunye nomhla wokuthenga, ukuvumela iimpendulo ezichanekileyo.
Esi sicwangciso-qhinga sinyuse izinga lokusombulula loqhagamshelwano lokuqala, eliye lehlisa kakhulu imfuneko yokubandakanyeka kwabantu.
Ukwaneliseka kwabathengi kunye nokusebenza kakuhle kokuphendula zombini kunyuke kakhulu njengesiphumo. Uluhlu olukhulu lwemibuzo lunokuphendulwa yi-chatbot, kwaye xa ibhekisa imibuzo kwiiarhente ezingabantu, ulwazi lwalucacile kwaye lucacile, luvumela iimpendulo ezikhawulezayo.
Le projekthi isebenze njengomzekelo wendlela yobuNjineli boBukhawuleza obunokwenza lula kwaye iphucule inkqubo yenkampani eqhelekileyo ibe ngumsebenzi osebenzayo othoba iindleko zokusebenza kwaye yandise ukwaneliseka kwabathengi.
23. Zithini iingcinga zakho malunga nobuNjineli obuXhathazelayo obulawulayo okanye ukulahlekisa, kwaye le mingcipheko ingathomalaliswa njani?
Ubunjineli obukhawulezileyo bunamandla amakhulu okuphucula usetyenziso lwe-AI kodwa kwakhona, ukuba iyekwa ingaqwalaselwanga, inokukhohlisa okanye inike iziphumo ezingezizo.
Lo mgangatho ophindwe kabini uphuma kwinto yokuba izakhiwo ezikhawulezayo zinempembelelo enkulu kwiimpendulo ze-AI, zibaphembelela ukuba balandele iindlela ezithile okanye benze izigqibo ezinokuthi zingabi yinjongo.
Umzekelo, i-AI inokunika iziphumo ezisasaza ulwazi olungeyonyani okanye iimbono ezicalucalulo ukuba izikhokelo zithe cwaka zithetha izimvo ezithile okanye zishiya iinkcukacha ezibalulekileyo.
Ukungafihli kunye nemigangatho yeenqobo ezisesikweni kufuneka zibandakanywe kuyilo kunye nokuphunyezwa kwamanyathelo oBunjineli obuKhawulezayo ukunciphisa ezi ngozi.
Ukubandakanya abachaphazelekayo abahlukeneyo kwinkqubo yoyilo olukhawulezileyo ukuvavanya kunye nokuhlalutya izindululo zokuthambekela okunokwenzeka okanye imiba ekhohlisayo yenye yeendlela ezisebenzayo zokubandakanya iitshekhi kunye nokulinganisa.
Ngaphaya koko, ukwenza iinkqubo ze-AI ezineempawu zokhuseleko ezakhelwe ngaphakathi ezichonga kwaye ziqaqambise iindlela ezinokubakho zokukhohlisa zinokunceda ekuthinteleni ukuxhatshazwa.
Ngaphezu koko, kubalulekile ukukhuthaza inkcubeko yokuziphatha ejikeleze ukudalwa kunye nokusetyenziswa kwe-AI, exhaswa yimimiselo ecacileyo kunye nomyalelo oqhubekayo kwiindlela zokuziphatha ze-AI.
Ukukhuthaza ukuziphatha okusesikweni kunye nokufundisa abaphuhlisi kunye nabasebenzisi malunga nemiphumo ye-Prompt Engineering kubalulekile ukuqinisekisa ukuba ukuqhubela phambili kwi-teknoloji ye-AI kusetyenziswa ngokufanelekileyo. Ngokuthatha isimo esisebenzayo, sinokugcina ingqibelelo yokusebenzisana kwe-AI kwaye siqinisekise ukuba iteknoloji isoloko iluncedo eluntwini.
24. Ungasondela njani ekwakheni i-multi-modal prompt edibanisa isicatshulwa kunye nemifanekiso yomsebenzi onzima?
Isicwangciso esinobuchule sifunekayo ukudibanisa ngempumelelo izibonakaliso zomlomo kunye nezibonwayo xa udala i-multi-modal prompt edibanisa isicatshulwa kunye nezinto ezibonakalayo.
Oku kuya kuphucula amandla e-AI ukwenza imisebenzi ecela umngeni efuna ukuqondwa kwamagalelo avela kwiimodali zeemvakalelo ezininzi.
Unikezelo lwemultimedia apho ulwazi ngalunye luxhasa olunye kwaye lunika umxholo onzulu, obanzi ngakumbi womsebenzi okhoyo uyafana nohlobo lobunjineli obukhawulezileyo olufunwa lolu hlobo lomthambo.
Xa usenza iphulo lentengiso, umzekelo, i-prompt inokuqulatha imifanekiso ebonisa isitayile sephulo, iskimu sombala, kunye nemo ecetywayo ukongeza kwinkcazo emfutshane yeenjongo zephulo, abaphulaphuli ekujoliswe kubo, kunye nethoni yeemvakalelo efunwayo.
Ngokudibeneyo, ezi zinto zenza ukuba i-AI "ibone" kwaye "ifunde" iimfuno ngexesha elifanayo, okukhokelela ekuqondweni ngokucokisekileyo kwezinto ezifihlakeleyo zeprojekthi. Ngelixa iifoto zinokubonelela njengeesampuli ezithile zesitayile kunye nomoya ofanele ukuxeliswa, isicatshulwa sinokuyalela i-AI kwiinjongo ezicwangcisiweyo kunye neengcinga ezingabonakaliyo.
Kubalulekile ukuqiniseka ukuba ngelixa usenza ezi zikhumbuzi, okubhaliweyo kunye nokubonwayo akubalulekanga kwaye kuyaqondakala kuphela kodwa kukwacwangciswe ngendlela yokuba ziyakhulisa kwaye zicacise enye kwenye.
Kunokuba yimfuneko ukulungelelanisa amagalelo ukuze kungabikho namnye ukoyisa abanye ngovavanyo oluphindaphindiweyo kunye nokuguqulwa.
Ungasebenzisa ngokupheleleyo iisistim ze-AI ezinobugocigoci ngokwakha ngononophelo ezi zikhokelo zemodyuli ezininzi, eziza kubavumela ukuba benze kwaye baqonde imisebenzi enzima, yokuyila kwinqanaba lobuchwephesha obunokuthelekiswa nolo lwabantu.
25. Zeziphi iindlela ezinokuncedisa ngazo ubunjineli be-Prompt ekucaciseni nasekucaceni kwezigqibo zemodeli ye-AI?
Ukwakha ukuthembana kunye nokuqonda phakathi kweenkqubo ze-AI kunye nabasebenzisi bazo kufuna zombini ukucaciswa kunye nokucaca kwezigqibo zemodeli ye-AI, zombini ezinokuthi ziphuculwe kakhulu ngobunjineli obukhawulezayo.
Siyakwazi ukuyalela i-AI ukuba inganikeli iimpendulo kuphela kodwa nokucacisa ingqiqo okanye imithombo yedatha exhasa ezo mpendulo ngokuyila ngononophelo izindululo.
Le ndlela ithelekiseka notitshala othetha ngombono onzima kumfundi, apho inkqubo yengcaciso ibaluleke kakhulu njengesisombululo.
Ngokomzekelo, i-prompt ingenziwa ukuba ingacebisi kuphela ukuxilongwa okunokwenzeka kodwa kunye nokubonelela ngeempawu, ulwazi oluxhasayo, kunye nophando lwezenzululwazi kwesi sigqibo kwimeko apho kuqeshwe imodeli ye-AI ukunceda ukuxilongwa kwezonyango.
Olu hlobo lombuzo limema i-AI ukuba "ibonise umsebenzi wayo," ichaza indlela efike ngayo kwisigqibo esithile. Oku kunceda ukwenza inkqubo yokwenza izigqibo ze-AI ibonakale ngakumbi kwaye yenza kube lula kubasebenzi bezonyango ukuba baqinisekise kwaye babeke ukholo lwabo kuyo.
Ukungafihli kungaphuculwa ngakumbi ngokusebenzisa ubuNjineli be-Prompt ukucela iimodeli ze-AI ukuba zibonelele ngokucaphula okanye amakhonkco kwimithombo yedatha abadibene nayo, okanye ukuchaza ezinye iziphumo abacinga ngazo.
Le ndlela ibonakalisa iinkqubo zokwenziwa kwezigqibo zemodeli kwaye inceda abachaphazelekayo ekuqondeni ububanzi kunye nobunzima bedatha ethi i-AI ithathele ingqalelo.
Ngenxa yoko, ubuNjineli obuKhawulezileyo buvela njengesixhobo esinamandla sokucacisa iinkqubo ze-AI, zibenza kube lula ukuqondwa nokufikeleleka kubathengi. Oku kwakha ukuthembela okwandisiweyo kunye nokuxhomekeka kwizisombululo ze-AI kwizicelo ezibalulekileyo.
26. Xoxa ngemeko apho kufuneka usebenzise ubuNjineli be-Prompt ukuqinisekisa ukuthotyelwa kwemigaqo yobumfihlo bedatha kwiziphumo ze-AI.
Kwiprojekthi ebandakanya inkqubo yoncedo lwabathengi exhaswa yi-AI kumnikezeli wezempilo, siye sajongana nomqobo obalulekileyo wokuthobela iimfuno ezingqongqo zobumfihlo bedatha, njenge-HIPAA e-United States.
I-AI kufuneka ibambelele ngokungqongqo kwimimiselo ekhusela ubumfihlo kunye nokhuseleko lwedatha yesigulana njengoko yenzelwe ukuphendula imibuzo ebucayi yesigulane kwaye inike isikhokelo esifanelekileyo.
Sisebenzise iindlela zobuNjineli be-Prompt ukubandakanya ukuhlolwa kwabucala okucacileyo kwindlela yokusetyenzwa kwe-AI, siqinisekisa ukuba inkqubo iyazigcina ezi mfuno zabucala.
Ukuthintela i-AI ekuveliseni iinkcukacha ezichongiweyo zobuqu, umzekelo, siye sayila imiyalelo eyinika imiyalelo yokungachazi amagama anjalo.
Oku kwakubandakanya ukuguqulwa kweempendulo ze-AI ezifana namagama, imihla echanekileyo, okanye naluphi na olunye ulwazi olunokuthi lusetyenziswe ukuchonga isigulane lususiwe, nokuba igalelo linolwazi olunjalo.
Iingcebiso zazikwajongwe ukukhumbuza i-AI ngendawo ebisebenza kuyo, ibangela ukuba iqaqambise iimpendulo ezifuna ingqwalasela engakumbi okanye uvakalelo.
Esi sicwangciso esinamacala amabini, esayala i-AI malunga nendlela yokusingatha idatha ebucayi kunye nokuthotyelwa kokuqinisekiswa rhoqo, kwakubalulekile ekugcineni ubumfihlo kunye nokuchaneka kwedatha yesigulane.
Ukongeza ekuncedeni ukuthobela izibophelelo ezisemthethweni, ukusasazwa kwezi ngcebiso ziyilwe ngokucingisisiweyo kwakubalulekile ekukhuthazeni ukuzithemba kwabasebenzisi kunye nokuqinisekisa ukuba inkqubo ye-AI ibiluncedo kwaye inolwazelelelo kwimiba yabucala.
27. Ulungelelanisa njani imfuno yokuyila kunye nemfuno yokuchaneka kwi-Prompt Engineering, ngakumbi kwizicelo ezinovakalelo?
Kuthatha ucwangciso olunenkathalo oluthathela ingqalelo zombini iingenelo kunye nezingeloncedo zobuchule be-AI ukubetha ulungelelwano phakathi kwemfuneko yokuchaneka kunye nokuyila kubunjineli obukhawulezileyo, ngakumbi kwizicelo ezinovakalelo.
Olu lungelelwano lubuthathaka luyafana nalolo lwegcisa ekufuneka lihlonele iindlela zorhwebo lwalo ngelixa lizama ukuhambisa into entsha nebalulekileyo.
Ukuchaneka kubalulekile kwizicelo ezinovakalelo, kubandakanywa nezo zifuna iingcebiso zemali okanye iinkcukacha zonyango. Izaziso kufuneka zenziwe ngendlela yokuba i-AI ilandele ngokusondeleyo idatha eqinisekisiweyo kunye neeparitha ezichaziweyo, zinika ukuchaneka kobunyani kunye nokuxhomekeka kokubaluleka.
Ukuqinisekisa ukuba utoliko loyilo alubangeli iimpazamo zeklinikhi, unokuyalela ngokuthe ngqo i-AI ukuba iseke iimpendulo zayo kwezona ngcebiso zakutsha nje zeklinikhi kunye nophando oluphononongwe ngontanga xa udala ingcebiso yesixhobo soxilongo lwezonyango.
Kodwa ubuchule akufunekanga butyeshelwe ngokupheleleyo, ngakumbi xa bunokuphucula amava okanye unike ulwazi oluthe kratya.
Kwezi meko, uyilo lunokubandakanywa ngokukhuselekileyo ngokuvumela uvavanyo lwe-AI ngeendlela ezahlukeneyo zokuhambisa idatha ngokuchanekileyo, kubandakanywa nokuvelisa ii-analogies, iigraphics, okanye ezinye iingcaciso ezinokunceda abathengi baqonde kwaye bafumane imathiriyeli entsonkothileyo enomdla ngakumbi.
Imfihlo kukulungelelanisa izithintelo ukuze iziphumo zoyilo ze-AI zithintelwe kwinto eyinyani kwaye ifanele loo meko.
28. Ngaba ungayichaza indlela yobuchule bokwandisa izikhokelo zesantya kunye nempumelelo yokubala kwizicelo zexesha lokwenyani?
Kwizicelo zexesha langempela, isantya esikhawulezayo kunye nokusebenza kakuhle kwekhompyuter kubaluleke kakhulu, ngakumbi xa iinkqubo ze-AI kufuneka zisabele ngokukhawuleza, njengeengxoxo zenkxaso yabathengi okanye izixhobo ezisebenzisanayo.
Ukwenza lula ukuntsokotha kwe-prompts kunye nokugxila ekunciphiseni umthwalo wekhompyutha ngaphandle kokunciphisa umgangatho weempendulo sesinye isicwangciso esisebenzayo.
Enye indlela engundoqo kukwenza ulwakhiwo lwe-prompts lube lula. Oku kubandakanya ukucocwa kwemibuzo entsonkothileyo kakhulu okanye enzulu kakhulu, njengoko oku kunokunyanzela imodeli ukuba ithathe ixesha elininzi kunye neenkqubo zokucinga ezixabisa kakhulu.
Kungenjalo, imiyalelo inokwenziwa icace kwaye icace, ichaze isenzo esifunekayo okanye impendulo ngendlela ekulula ukuyiqonda.
Umzekelo, i-prompt inokwahlulwa ibe yimibuzo egxininise ngakumbi, ethe ngqo i-AI enokuyiphendula ngokukhawuleza kunokuba ibuze umbuzo onzima, onamacandelo amaninzi.
Ngaphaya koko, ukusebenza kunokunyuswa kakhulu ngokugcina iimpendulo ezithandwayo okanye ngokusebenzisa izisombululo zetemplate zezihloko ezicelwe ngokuqhelekileyo.
Isistim inokunciphisa imfuneko yokubala okwexesha lokwenyani, okukhokelela kumaxesha okuphendula akhawulezayo, ngokubona kwangaphambili imibuzo edla ngokubuzwa kunye neempendulo zokubala kwangaphambili apho kunokwenzeka.
Le ndlela iqinisekisa ukuba inkqubo ye-AI isabela nakwiimeko zemfuno ephezulu ngokukhawulezisa ukusebenzisana kunye nokunciphisa umthwalo wayo wekhompyutha. Ezi ndlela zixhasa ukusebenza kakuhle kwezicelo zexesha langempela ngokubonelela ngokukhawuleza kunye nokunxibelelana kwe-AI ethembekileyo, ebaluleke kakhulu ekusebenzeni kakuhle kunye nolonwabo lomsebenzisi.
29. Ungayisebenzisa njani i-Prompt Engineering ukuphuhlisa isisombululo se-AI kwingxaki yenoveli, apho kukho imizekelo embalwa esekiweyo?
Xa usebenzisa i-Prompt Engineering, kufuneka usebenzise indlela yokusungula kunye neyokuhlola xa ujongene nemeko entsha apho kukho imizekelo embalwa.
Oku kufana nokuzama ukukhangela indlela yakho kwilizwe elingaziwayo; kufuneka ube nobuchule kwaye ube bhetyebhetye ukuze ufumane iimpendulo ezichanekileyo.
Isigaba sokuqala senza uphando olunzulu kunye nokuqonda i-domain yengxaki, ukufumana idatha eninzi njengoko unako kwiingxaki ezinxulumene okanye iimeko ezinokuthelekiswa.
I-prompts inokuthi iyilwe ngononophelo ukuze iqondise i-AI njengoko ikhupha ukusuka kumatyala awaziwayo ukuya kumcimbi omtsha.
Oku kungabandakanya ukuqulunqa ulandelelwano lwemibuzo yophando ekhuthaza i-AI ukuba ivelise izisombululo ezininzi ezinokubakho okanye iithiyori ezisekelwe kwimida yolwazi enxulumeneyo. Ngelixa usaqinisekisa ukuba iimpendulo ze-AI zixhaswa ziinyani ezifanelekileyo kunye nokutsalwa okusengqiqweni, ezi zikhokelo kufuneka zidalwe ukukhuthaza ukuqamba izinto ezintsha.
Emva kokuba iikhonsepthi zokuqala zivelisiwe, izibhengezo zinokuphuculwa ngokuphindaphindiweyo ngokongeza igalelo kunye neziphumo zophando lokuqala ukujolisa ingqwalasela ye-AI kwimigca yophando enomdla ngakumbi. Le nkqubo ifana nomfanekiso oqingqiweyo, apho izinto ezikrwada zicocwa kwaye ziqingqwe ngeenzame eziphindaphindiweyo.
Apha, ubuNjineli be-Prompt busebenza njengesakhelo esiguqukayo sokufunda ngokuphindaphindiweyo kunye nokuziqhelanisa ukongeza ekubeni sisixhobo sokuvuselela. Oku kwenza i-AI iphucule iziphumo zayo ngokuzilungelelanisa nolwazi oluvelayo lwengxaki.
Le ndlela isebenzisa ukuguquguquka kwe-AI kunye namandla okufunda ukwenza ukuba kuyilwe izisombululo zesiko kwiingxaki eziphambili.
30. Zeziphi iindlela ozisebenzisayo ukuze uhlale uhlaziyiwe kwiinkqubela-phambili zamva nje kunye neendlela ezingcono kwiPrompt Engineering?
Ukugcina ulwazi kunye nokuqinisekisa ukuphunyezwa okuyimpumelelo kubuNjineli be-Prompt kufuna ukuba uhlaziywe ngolona phuhliso lwamva nje kunye nezenzo ezilungileyo.
Isicwangciso sam sidibanisa imfundo eqhubekayo kunye nokuzibandakanya okusebenzayo kwiindawo eziqeqeshiweyo.
Okokuqala, ndihlala ndifunda iimpapasho zabafundi kwaye ndiye kwiinkomfa kunye neewebinars malunga nobukrelekrele bokwenziwa kunye. yokufunda umatshini.
Ezi mathiriyeli zibalulekile ekufundeni malunga nezifundo zamva nje, imikhombandlela emitsha kwicandelo lobunjineli obukhawulezileyo, kunye neendlela zokusika.
Uphando lwakutsha nje olunikezelwe kwiinkomfa ezinjengeNeurIPS okanye kwiijenali ezifana neJenali ye Kukubhadla okungeyonyani Uphando lusebenza ngokukhawuleza okanye lulungelelaniswe nomsebenzi wam.
Ndikwathatha inxaxheba kuthungelwano lobuchwephesha kunye neeforam ze-intanethi apho iingcali zitshintshiselana ngeengxaki, izisombululo, kunye nezifundo zetyala.
Utshintshiselwano lolwazi lwexesha langempela luququzelelwa kakhulu ziindawo zokufunda ezisekelwe kuluntu ezifana nezo zifunyenwe kumaqonga afana ne-Stack Overflow, i-GitHub, kunye namaqela e-LinkedIn.
Ukusebenzisana nolu luntu kunika umbono obanzi wendlela amaqhinga ahlukeneyo aphunyezwa ngayo ngempumelelo kumacandelo ahlukeneyo kunye nezicelo ukongeza ekuncedeni ekusonjululweni kweengxaki ezithile.
Ngokudibanisa ukubandakanyeka koluntu kunye nokuqina kwezemfundo, ndingahlala kumda wobuNjineli bePrompt kwaye ndiphucule umsebenzi wam ngolwazi lwamva nje kunye nobuchule.
31. Yintoni onokuthi uyibeke phambili kwiiveki zakho zokuqala emsebenzini ukuba uqeshiwe?
Ukuba ndiqeshwe, bendiza kuchitha iiveki zam ezimbalwa zokuqala emsebenzini ukuze ndiqonde ngokucacileyo iinjongo zenkampani, inkcubeko, kunye neenkqubo zokusebenza.
Ukuze umanyano kunye negalelo libe yimpumelelo, esi siseko sibalulekile. Ndingabeka ingqwalaselo ephambili ekusekeni ubudlelwane namalungu eqela abalulekileyo avela kumasebe ahlukeneyo ukuze kuphunyezwe oku.
Ukuthetha nabantu osebenza nabo ukuze bafunde malunga nomzabalazo wabo, iindlela, kunye nezinto abazifezileyo kuya kuba luncedo kum njengoko kuya kucacisa amandla angaphakathi kwaye undibonise indlela ubuchwephesha bam bobuNjineli obukhawulezayo bunokuxhasa ngcono iinjongo zombutho.
Kwangaxeshanye, bendiya kuzintyintya ekwazini naziphi na iiprojekthi zobuNjineli bePrompt okanye iindawo apho izakhono zam zinokusetyenziswa. Oku kubandakanya ukuhlalutya amaphulo angaphambili kunye neziphumo zawo ukumisela ukuba yintoni esebenze nengasebenzi kakuhle.
Ndiza kuqalisa ukucacisa igalelo lokuqala endinokuthi ndilenze emva kokuthathela ingqalelo oku kuqonda, ndiphawule iinzuzo zexesha elifutshane kunye nexesha elide.
Ngokusebenzisa esi sicwangciso, ndinokuqiniseka ukuba andinikezeli kuphela ixabiso kwasekuqaleni kodwa nokuba ndihambelana neenjongo zeqhinga lenkampani, eziya kundimisela impumelelo kumsebenzi wam.
isiphelo
Isishwankathelo, ukubamba ubuNjineli be-Prompt kubalulekile, kwabo bajonge ukwenza eyona teknoloji ye-AI.
Udliwano-ndlebe kulo mmandla luhlala lujolise ekuvavanyeni amandla omntu okuqonda kunye nokuphembelela indlela yokuziphatha ye-AI esebenzisa izindululo ezicingisisiweyo.
Olu vavanyo ludlulela ngaphaya kwezakhono kwaye lujonge kwingqwalasela yokuziphatha kunye nokukwazi ukusebenzisa i-AI kwiimeko ezahlukeneyo kwaye ngamanye amaxesha ezinzima.
Ke ngoko, ukulungela, kudliwano-ndlebe kufuna ukuqonda zombini itekhnoloji ngokwayo kunye neziphumo zayo zehlabathi lokwenyani ukuqinisekisa ukuba abaviwa baxhotyisiwe ukuba bafake igalelo ngokufanelekileyo kolu mmandla uguquguqukayo noguqukayo ngokukhawuleza.
Ngoncedo lokulungiselela udliwano-ndlebe, bona Uthotho lodliwano-ndlebe lweHashdork.
Shiya iMpendulo