Zviri Mukati[Viga][Ratidza]
- 1. Chii chinonzi Prompt Engineering, uye nei yakakosha mumamiriro ezvinhu emhando dzeAI seGPT-4?
- 3. Ungagadzira sei kukurumidza kuburitsa mhinduro iri nyore, yechokwadi, senge guta guru renyika?
- 6. Tsanangura mamiriro ezvinhu apo mainjiniya ekukurumidza anogona kuvandudza zvakanyanya kunaka kwemhinduro yeAI.
- 7. Unoona sei kugadzirisa nekuvandudza kukurumidza kunogara kuchipa mhinduro dzisingagutse kubva kumhando yeAI?
- 8. Kurukurai nezvemabatiro emibvunzo inotungamira muPrompt Engineering uye kuti vangakanganisa sei mhinduro dzeAI.
- 9. Muchiitiko chako, kusarudzwa kwemutauro nekukasira kunopesvedzera sei kubuda kwemhando yeAI yemitauro yakawanda?
- 10. Unogona here kutsanangura basa rakaoma rawakagadzira otomatiki kana kuvandudza uchishandisa hunyanzvi hwekukurumidza mainjiniya?
- 11. Ungagadzira sei kukurumidza kukurudzira kutaurwa kwengano kubva kumhando yeAI?
- 12. Tsanangura mashandisiro aungaite Prompt Engineering kusimudzira kugona kudzidza kwemuenzaniso wemutauro mune “mashopu mashoma”.
- 13. Ndedzipi nzira dzaungashandisa kuderedza kusarura kunokuvadza mumhinduro dzeAI kuburikidza nePrompt Engineering?
- 14. Kurukurai pfungwa ye "kukurumidza chain" uye kuti ingashandiswa sei kubata mabasa akawanda-nhanho nemhando dzeAI.
- 15. Ko Prompt Engineering inogona sei kushandiswa kumhando dzemitauro dzakanyatsonaka kune madomeini-chaiwo maapplication pasina kunangana modhi yekudzidziswa?
- 16. Ndezvipi zvimwe zvezvipingamupinyi zvawakasangana nazvo muPrompt Engineering, uye wakazvigadzirisa sei?
- 17. Unogona here kutsanangura kuti pfungwa ye "temperature" muAI mienzaniso inokanganisa sei mhinduro dzinogadzirwa kuburikidza nePrompt Engineering?
- 18. Tsanangura chiitiko chawakashandisa Prompt Engineering kupenengura nekuongorora dhatabheti rakaomarara uchishandisa modhi yemutauro.
- 19. Ungashandisa sei Prompt Injiniya kuti uvandudze huroyi uye kukosha kwemhinduro dzemodhi yeAI mundima yakasarudzika, sezvemutemo kana zvekurapa?
- 20. Kurukurai basa rePrompt Engineering mukuderedza dambudziko re "hallucination" mumhando dzemitauro.
- 21. Unofanoona sei shanduko yePrompt Engineering nekufambira mberi kweAI tekinoroji, uye ndeupi hunyanzvi hwaunofunga kuti huchanyanya kukosha?
- 22. Rondedzera purojekiti yawakashandisa nzira dzePrompt Engineering kuti uvandudze zvakanyanya kushanda kwebhizimisi.
- 23. Ndedzipi pfungwa dzako pamusoro pekugona kwePrompt Engineering kunyengedza kana kutsausa, uye njodzi idzi dzinogona kudzikiswa sei?
- 24. Ungasvika sei pakuvaka multi-modal kukurumidza iyo inosanganisa zvinyorwa nemifananidzo yebasa rakaoma?
- 25. Ndedzipi nzira dzingaite Prompt Engineering kubatsira mukutsanangurika uye kubuda pachena kweAI modhi sarudzo?
- 26. Kurukura nezvemamiriro ezvinhu apo waifanira kushandisa Prompt Engineering kuti uone kutevedzerwa nemirairo yekuvanzika kwedata mune zvabuda zveAI.
- 27. Iwe unoenzanisa sei kudiwa kwekusika uye kudiwa kwechokwadi muPrompt Engineering, kunyanya mumashandisirwo akaomarara?
- 28. Unogona here kutsanangura hunyanzvi hwekugadzirisa zvinokurudzira zvekumhanya uye kugona kwemakomputa mumashandisirwo enguva-chaiyo?
- 29. Ungashandisa sei Prompt Engineering kugadzira mhinduro yeAI-yakavakirwa padambudziko idzva, uko kune mashoma akatangwa ekutanga?
- 30. Ndedzipi nzira dzaunoshandisa kuti ugare uine ruzivo pamusoro pezvinofambiswa mberi uye maitiro akanaka muPrompt Engineering?
- 31. Chii chaungaisa pamberi mumavhiki ako mashoma ekutanga pabasa kana wapihwa basa?
- mhedziso
Prompt Injiniya yave hunyanzvi, mundima yekuchinja yehungwaru hwekugadzira uye kudzidza muchina, kunyanya nekusimuka kwemamodhi epamberi seGPT 4.
Esentially Prompt Injiniya inosanganisira kugadzira zvekupinza (zvinosimudzira) zveAI kuti iwedzere kuburitsa kwayo. Hunyanzvi uhu hwakakosha sezvo huchikanganisa zvakananga kunaka, kukosha, uye kuita kwemhinduro dzinogadzirwa neAI.
Munguva iyo mabhizinesi nevatsvaguri vanovimba zvakanyanya neAI yemabasa akadai data analysis, kusikwa kwezvinhu, uye tsigiro yekuita sarudzo mastering Prompt Engineering zvinoreva kugadzirisa maturusi aya kune zvinodiwa.
Kukosha kweKurumidza Injiniya kunobva pakukosha kwekubatanidza hwaro hweruzivo hwemhando dzeAI nemhedzisiro inoshandisika pasirese.
Sezvo maAI modhi ari kuwedzera kubatanidzwa mubhizinesi uye mashandiro ekutsvagisa kugona kupindirana nemamodheru aya uchishandisa hunyanzvi hwekukurudzira kwakakosha.
Haisi yekungowana mhinduro chete asiwo nezve kutungamira iyo AI kubva kuzvinhu zvakajairika sekugadzira ruzivo rusina basa kana rusarura uye kuve nechokwadi chekushanda kwetsika.
Sezvo AI inoenderera mberi nekuwedzera kwayo muzvikamu-kubva pahutano nemutemo kuenda kuminda-chinodikanwa chenyanzvi dzinokwanisa kugadzirisa hunyanzvi hweAI kune chaiwo mamiriro, chiri kukwira.
Muchinyorwa chino, takanyora rondedzero yeinjiniya mibvunzo yekubvunzurudza kuti ikubatsire kugadzirira, kubvunzurudza kwako uye kuchengetedza basa raunoda.
1. Chii chinonzi Prompt Engineering, uye nei yakakosha mumamiriro ezvinhu emhando dzeAI seGPT-4?
Prompt Engineering inobata basa, mukubatana neAI masisitimu akaita seGPT 4. Ichi chiito chinosanganisira kugadzira mibvunzo, mirairo, kana zvirevo (zvinonzi "zvinokurudzirwa") zvinotungamira ma AI mamodheru kuti abudise mhinduro dzakakosha. Zvakafanana nekuziva nzira yekubvunza mubvunzo kuti uwane mhinduro kubva kushamwari inoziva kana muraibhurari.
Kukosha kwePrompt Engineering mukushanda neAI mhando seGPT 4 haigone kusimbiswa zvakakwana nekuda kwezvikonzero;
- Kuvhura Zvinogona: GPT 4 uye yakafanana AI modhi ine ruzivo. Inogona kuita mabasa akasiyana kubva pakunyora uye kupfupisa kusvika kukodhi nezvimwe. Prompt Injiniya inobatsira, mukusunungura mukana uyu nekubvunza mibvunzo yakagadzirwa.
- Enhancing Precision: Magadzirirwo ezvikumbiro anokanganisa zvakanyanya kuti AI inonzwisisa sei mubvunzo uye inogadzira zvinobuda zvinoenderana. Chikumbiro chakagadzirwa chinogona kuguma nemhinduro dzakananga uye dzine chekuita nemamiriro ezvinhu.
- Kusimudzira Kusikwa: Kuburikidza nePrompt Injiniya unogona kuongorora miganhu yeizvo AI inokwanisa kugadzira ingave inosanganisira kunyora mune yakasarudzika dhizaini kugadzira yekutanga pfungwa kana kunyange kugadzira zvisikwa zvehunyanzvi.
- Kuwedzera Kubudirira: Kushandisa hunyanzvi hwekukurudzira kunogona kurerutsa kutaurirana. Batsira iwe kuti uwane ruzivo rwunodiwa kana mibairo nemazvo uye muchidimbu.
- Tailoring Mhinduro: Nekushandisa nyanzvi Prompt Injiniya matekiniki mhinduro dzinogona kugadzirwa kuti dzienderane nematoni, zvimiro, kana nhanho yeruzivo inosimudzira kubuda kweAI kuti ikwane chinangwa chazvino.
2. Unogona here kutsanangura mutsauko pakati pe "zero-shot," "one-shot," uye "shot-shot" yekudzidza muchimiro chemienzaniso yemitauro?
Funga kuti pese paunenge uchidzidzisa mumwe munhu hunyanzvi hutsva, mwero wemuraidzo waunomupa unochinja. Izvo uye zviri kuitika nemazano aya ekudzidza zvakafanana.
Zero-Shot Kudzidza
Ngatitorei zero-pfuti yekudzidza kutanga. Fungidzira iwe uchikumbira shamwari - mune ino mamiriro, yedu AI modhi - kuti vaite basa ravasati vamboita pasina kuvapa chero yakadzama mirairo.
Zvese iwe zvaunogona kuita kutsanangura dambudziko uye tariro kuti vanogona kuzviita vachishandisa ruzivo rwavagara vanarwo. Zero-pfuti yekudzidza, sekushandiswa muAI, inoreva kukumbira modhi kuti upedze basa pasina chero yapfuura, zviitiko chaizvo.
Zvakafanana nekukumbira mumwe munhu kuti akunyorere sonnet pamusoro pegungwa pasina kupa chero samples. Kupindura, modhi inoshandisa ruzivo rwayo rwemitauro nenyika.
Imwe-Shot Kudzidza:
Apo patinoenderera mberi nekudzidza kwepfuti imwe chete, zvifananidze iwe uchipa shamwari yako muenzaniso mumwechete uye woikumbira kuti iite basa racho.
Zvakafanana nokutaura kuti, “Munogona kundinyorera nhetembo pamusoro penyanza, yakaita seiyi yandawana pamusoro pemakomo?” Vane muenzaniso kana poindi yereferensi inopiwa neiyo muenzaniso mumwe.
Mumwe muenzaniso unopiwa kune modhi mune imwe-pfuti yekudzidza yeAI, uye inoedza kuburitsa zvinodikanwa zvebasa kubva pane imwe nyaya. Iyo inzira yekubvunza, "Unogona here kuita chimwe chinhu chakafanana kune vibe yandiri kuenda?"
Zvishoma-Kupfura Kudzidza:
Uye chekupedzisira, zvishoma-kupfura kudzidza. Pano ndipo paunokumbira shamwari yako kuti iite basa racho mushure mekuvapa mienzaniso yakati wandei.
Nechishuviro chokuti vaizobatanidza zvidzidzo nezvitayera zvavakasangana nazvo, unogona kuvaratidza nhetembo shomanene pamusoro pechisiko uye wokumbira imwe pamusoro pegungwa.
Kudzidza kushoma-kupfurwa, sekushandiswa muAI, kunoreva kupa modhi ine shoma seti yemasampuli ekushanda nawo. Izvi zvinoibatsira kuti inzwisise zvinotarisirwa zvirinani uye kazhinji inoburitsa mhedzisiro chaiyo kana yakaoma.
Mune imwe neimwe yezviitiko izvi, iyo AI modhi inoshandisa ruzivo rwayo rwekutanga uye chero yakapihwa mienzaniso yekunzwisisa uye kupedza basa. Musiyano wekutanga uri muhuwandu uye mhando yegwara raanowana hapana, imwe, kana mashoma mashoma.
Matekiniki aya anoratidza kuchinjika uye kuchinjika kwe modhi, zvichiita kuti iite mabasa akasiyana siyana kunyangwe iine zvishoma munzira yekutungamira kwakananga. Humbowo hwekuti mamodheru uye anonzwisisa emazuva ano maAI mamodheru akawana sei, anokwanisa "kudzidza pabasa" nenzira dzinomboita sedzemunhu.
3. Ungagadzira sei kukurumidza kuburitsa mhinduro iri nyore, yechokwadi, senge guta guru renyika?
Kiyi yekugadzira kukurumidza kuunza mhinduro yakatwasuka, yechokwadi - senge guta guru renyika - kuita kuti zvive pachena uye zvakananga. Ita shuwa kuti AI inowana chaizvo zvauri kukumbira, zvichisiya pasina mukana wekusanzwisisa. Zvakafanana nokubvunza munhu ane ruzivo rwokuzviwanira paanenge achikumanikidza kuti utore nguva.
Heino imwe nzira yaunogona kuzviita nayo:
- Iva Akananga: Bvunza kubvunza zvakananga ipapo. Kurova pamusoro pegwenzi kana filler hazvidiwi. Zvione sekukumbira mirairo; kana ukanyanya kutaura, ndiko kukurumidza kwaunosvika kwauri kuenda.
- Tsanangura Basa: Ona kuti chirevo chinoburitsa pachena kuti uri kutsvaga mhinduro yechokwadi. Izvi zvinobatsira kutungamira iyo AI kushandisa hwaro hweruzivo pane masimba ayo ekugadzira kana asina simba.
- Ipa Mashoko Kana Zvichidiwa: Mamiriro ezvinhu anogona kubatsira dzimwe nguva, kunyanya kana paine mukana wekusanzwisisana. Asi zvinogara zviri nyore kana iri maguta makuru.
- Chengetedza Zviri Nyore: Usawedzera mamwe ekuwedzera kune iyo kukurumidza kuita kuti zvinyanye kuoma. Kuti uchengetedze kutarisa kweAI pane basa razvino, namatira kune izvo zvekutanga.
Uyu ndiwo mufananidzo wekukurumidza kunoshandisa aya mazano:
"Ndeipi guta guru reFrance?"
Uyu murairo wakajeka-wakatemwa, wakatwasuka usingatenderi chero nyonganiso. Inopa iyo AI neizvo zvauri kuda, inova yakatwasuka yechokwadi chikamu cheruzivo.
Izvi zvinoderedza mukana wekuwana mhinduro yakadzama nekuti iyo AI inoziva kupindura neruzivo rwawakumbira chete.
Izvo zvese zvinouya pakutaurirana kwakanaka uye kuwana ruzivo rwaunoda nekukurumidza uye zvakajeka.
4. Ndezvipi zvinotariswa zvinofanirwa kutariswa pakugadzira zvirevo kuti tive nechokwadi chekubuda kwetsika uye kusarerekera kubva kumuenzaniso weAI?
Kugadzira zvinokurudzira zvemhando dzeAI kwakafanana nekutaurirana mamiriro akaomarara emagariro, kunyanya kana chinangwa chisina rusaruro uye zvine hunhu.
Iwe unofanirwa kutaura nekufunga, kuzvidzora, uye kuziva nezvezvingangoitika zvemashoko ako. Zvinotevera ndezvimwe zvakakosha zvekuyeuka:
Kujeka uye Kusava Nedivi Ravakarerekera
Ipa mutauro usina kwawakarerekera, wakajeka pakutanga. Kurumidza kwako kunoda kufanana nechinyorwa chenhau chakanaka uye chisingasaruri chinopa chokwadi pasina kurerekera divi.
Izvi zvinobatsira mukuchengetedza iyo AI kubva pakusarura kana kutora mamwe fungidziro seyakareruka.
Cultural Sensitivity
Ziva uye uremekedze zvinokonzeresa zvetsika nekunzwa. Zvakafanana nokuva muenzi ane tsika dzakanaka pamba pomumwe munhu; unoda kuratidza kurangarira magamuchidzanwa avo nenheyo.
Izvi zvinosanganisira kugara kure nemafungiro uye kuve nechokwadi kuti mirairo yako haikurudzire nekusaziva kukanganisa.
Kuvanzika uye Kuvanzika
Funga nezvekuvanzika uye kuvanzika sekunge wakabatirira kujenari remumwe munhu. Sezvo usingade kuburitsa ruzivo rwakavanzika kana rwakadzama pasina mvumo, ita shuwa kuti mirairo yako haikurudzire AI kuburitsa mhedzisiro inogona kukanganisa kuvanzika kweumwe munhu.
Kubatanidza
Kurudzira kubatanidzwa nekuchengeta maonero akasiyana-siyana mupfungwa. Fungidzira sekuronga mabiko echisvusvuro apo zvinodikanwa zvomunhu oga zvezvokudya nezvaanofarira zvinorangarirwa.
Ita shuwa kuti zvaunokurudzira zvinosanganisirwa uye zvine hanya nevanhu vane hunhu hwakasiyana, zviitiko, uye mabviro.
Kudzivisa Kukuvadza
Iva nechokwadi chekuti mirairo yako haikurudziri neune maitiro akaipa kana anokuvadza. Izvi zvinofananidzwa nechirevo chekurapa "kwete kukuvadza".
Iwe unoda kuve neshuwa kuti izvo zvirimo kana ruzivo rwakagadzirwa neAI hazvikurudzire maitiro akaipa kana kushaya hanya.
Kutaura Kwechokwadi
Paunenge uchigadzira zvinokurudzira zvemukati zveruzivo, edza kutarisa kune izvo zvinosimudzira chokwadi chechokwadi. Inofananidzwa nekutarisa kaviri pepa rekutsvagisa masosi.
Mumamiriro ezvinhu apo kurongeka kwakakosha, kunyanya, kurudzira iyo AI kuvimba neruzivo rwakasimbiswa.
Kufungisisa Maitiro
Chekupedzisira, funga nezvekuti kukurudzira kwako kungakanganisa sei nyaya hombe dzehunhu. Izvi zvinosanganisira kutarisisa kuti magariro netsika zvingakanganiswa sei nemaitiro eAI.
Ndezvekuita senhengo ine mutoro munharaunda uye kuve nechokwadi chekuti zviito zvako - kana, mumuenzaniso uyu, zvaunokurudzira - zvinosimudzira kugara zvakanaka.
5. Kujeka uye maumbirwo echiyeuchidzo anokanganisa sei kubuda kwemuenzaniso wemutauro?
Sezvinoita zvinongedzo uye resipi zvine zvazvinoita pachigadzirwa chekupedzisira chekudya chaunobika, saka zvinogonawo kujeka uye chimiro chekukurumidza pakubuda kwechikafu. mutauro womuenzaniso.
Iwe unowanzo gadzira ndiro inorarama zvinoenderana nezvaunotarisira kana iwe ukashandisa chaiwo zvikamu uye kuomerera kune resipi.
Saizvozvo neizvi, iwe unogona kunyatso kutungamira modhi yemutauro uye kuwana mibairo inofanana nezvinangwa zvako nekushandisa yakanyatso kurongeka uye chaiyo kukurumidza.
Impact of Specificity
Kurongeka muMhinduro: Mutauro wemodhi ichapa mhinduro ine chokwadi kana iwe ukapa ruzivo rwakadzama.
Zvakafanana nekupa mumwe munhu nzira yakakwana pane kungoziva nzvimbo. Vanowanzosvika kwavanoenda zvakarurama uye pasina kutsauswa zvisina basa kana vakanyatsotevedzera mirayiridzo.
Kukoshera: Kushandisa chaiwo cues kunobatsira modhi mukunzwisisa kumashure uye kukosha kwechikumbiro chako. Izvi zvakafanana nekuita zvakanangwa keyword kutsvaga painternet; kana wanyanya kutarisisa, ndipo panobva panyanya kukosha mhinduro dzekutsvaga.
Yakaderedzwa Ambiguity: Kuve wakananga kunoderedza kusanzwisisika. Zvakafanana nekuita chokwadi chekuti unogamuchira chaizvo zvaunoda, panguva yaunoda, nekujekesa nezve odha yako paresitorendi.
Impact of Structure
Nhungamiro Yekupindura Mafomati: Mamiriro emhinduro anogona kutariswa nemanyorerwo ako echimbidzo. Iyo modhi inonyanya kupindura kana kukurumidza kwako kwakarongeka semubvunzo.
Iyo modhi inogona kuenderera mberi nenyaya kana kupa ruzivo nezve chirevo kana chakarongeka sechirevo.
Kuyerera Kweruzivo: Zviri mumhinduro zvinotungamirwa nemubvunzo wakanyatsorongeka. Inoshanda zvakafanana pakugadzira ajenda yemusangano pakuti inofambisa nhaurirano uye inovhara zvidzidzo zvine musoro muhurongwa hune musoro.
Engagement Level: Iyo yekubuda nhanho yekubatanidzwa inogona zvakare kufurirwa nefomati yayo. Mhinduro inonakidza uye ine hunyanzvi inogona kuwanikwa nekugadzira kukurumidza segadziriro yengano yekugadzira, semuenzaniso, pane kungobvunza mubvunzo wakananga.
6. Tsanangura mamiriro ezvinhu apo mainjiniya ekukurumidza anogona kuvandudza zvakanyanya kunaka kwemhinduro yeAI.
Ngatitii uri kushanda papurojekiti yaunoda kuratidza kusanganiswa kwehunyanzvi uye mafomu ehunyanzvi echinyakare nekubatanidza chikamu chenhetembo dzakagadzirwa neAI mune anthology yenhetembo yemazuva ano inopesvedzerwa nezvidzidzo zvechinyakare.
Pakutanga, unogona kungoudza AI kuti "nyora nhetembo," asi zvinobuda zvinogona kunge zvakawandisa kana zvisingaenderane neyakajairwa chidzidzo chepurojekiti yako. Injiniya yekukurumidza inogona kushandiswa mune ino mamiriro kuvandudza caliber uye kushanda kwemhinduro dzeAI.
Kana ukangodzikisira kukurumidza kwako kune chimwe chinhu chakanyanya kutarisisa, sekuti "Nyora nhetembo mumaitiro eShakespearean sonnet inoongorora dingindira rekufamba kwenguva muzera redhijitari," unopa AI chimiro chakajeka chekushanda mukati: sonnet. fomu, kugutsurira musoro kuna Shakespeare, uye dingindira razvino rekushanda muhurongwa hwakagadzwa.
Izvi hazvingovimbisi chete kuti nhetembo dzakagadzirwa dzinoenderana nechinyorwa uye maitiro echinyorwa cheanthology yako zvisina mhosva, asi zvakare zvinoratidza kuti kunyatsojeka uye kwakavanzika kukurudzira kunogona sei kukurudzira iyo AI kuburitsa nhetembo dzinonyatsoenderana nemamwe mazano ekugadzira uye zvinangwa zveprojekiti.
Muchiitiko ichi, injiniya yekukurumidza inovimbisa kuti tekinoroji inoshanda semubatsiri wepachokwadi mukuita basa rekugadzira nekuvhara mukaha uripo pakati pekugona kwakafara kweAI uye zvakaomesesa zvinodiwa zvekugadzira.
7. Unoona sei kugadzirisa nekuvandudza kukurumidza kunogara kuchipa mhinduro dzisingagutse kubva kumhando yeAI?
Zvakafanana nekuedza kugadzirisa resipi iyo, kunyangwe iwe uchinyatsotevera sei mirairo, haingobude nemazvo, kana AI modhi ikaramba ichiburitsa mhinduro dzisingagamuchirwe kune kukurumidza.
Chakavanzika ndechekuziva nzvimbo dzinoda kuvandudzwa uye kuita shanduko nemaune.
Kutanga, tarisa chikumbiro chacho pachako. Iyo yakanyanya kuomarara, haina kunyatsojeka, kana kuti ingave iri kunongedzera iyo AI munzira isiriyo? Kuita zvigadziriso zvidiki pakujeka kwechimbichimbi, kujeka, uye chimiro kunogona kuve nemhedzisiro yakakosha, sekuchinja kunaka kweresipi kana nguva yekubika.
Tevere, edza kugadzirisa mubvunzo nenzira dzakasiyana siyana kuti uone kuti kunyangwe zvigadziriso zvidiki zvinokanganisa sei mhinduro dzeAI. Izvi zvinogona kusanganisira kushandura mazwi, kuwedzera imwe tsananguro, kana kutaura manyorerwo emhinduro.
Funga iyo sechimiro chekuyedza-kuravira iwe uchibika, kunyatso-tuta zvishoma kusvika wawana yakanakira flavour mbiri. Iyi iterative nzira inovandudza kugona kwako kweinjiniya nekukurumidza nekukubatsira kuti unzwisise kuti iyo AI inoona sei uye inopindura kumhando dzakasiyana dzemirairo uye nekukubatsira iwe kuvandudza kukurumidza kwako kuti uwane mhinduro dziri nani.
8. Kurukurai nezvemabatiro emibvunzo inotungamira muPrompt Engineering uye kuti vangakanganisa sei mhinduro dzeAI.
Zvakafanana nemabatiro anoita mubvunzo une rusaruro rudiki kutungamira nhaurirano yemunhu, inotungamira mibvunzo muinjiniya yekukasira ine simba rakakura pane toni uye gwara remhinduro dzeAI.
Aya marudzi emibvunzo anofanotungamira iyo AI kuti iite neimwe nzira nekuti ine fungidziro dzakajeka kana zviratidzo pamusoro pemhinduro yainoda.
AI inogona kufungidzira, semuenzaniso, kuti kushushikana muhupenyu hwazvino kune mhedzisiro yakananga parufaro kana ikabvunzwa, "Ko sei kushushikana kwakanyanya kwehupenyu hwemazuva ano kunounza mufaro?"
Izvi zvinoderedza huwandu hwemhinduro dzinobvira uye zvinounza rusaruro mune inobuda yeAI, iyo inogona kuvanza zvakanyanya kuoma kana kupesana maonero.
Mibvunzo yakadai ine simba rakasimba mumamiriro ezvinhu apo kusava nerusarura uye kunyatsoongorora pfungwa kwakakosha. Iyo yekukurumidzira yemukati bias inosefa kunzwisisa uye maitiro eAI, ichiita kuti ive yakafanana nekupfeka magirazi ane tinted anoshandura maonero emunhu enyika.
Kuti uderedze izvi, kushandisa mibvunzo yakavhurika, isina fungidziro inosimudzira mhinduro dzakasiyana-siyana uye dzakatenderedzwa zvakanaka.
Iyi nzira haingogadzirisi chete caliber uye kuenderana kwezvakabuda zveAI asi zvakare inokurudzira kudyidzana kwakawanda kwetsika nevavariro neaya akaomarara. mienzaniso yemitauro, ichivimbisa kuti iyo AI inoshanda sechimbo chinochinjika chinogona kunyura muhuwandu hwakawanda hwepfungwa uye maonero.
9. Muchiitiko chako, kusarudzwa kwemutauro nekukasira kunopesvedzera sei kubuda kwemhando yeAI yemitauro yakawanda?
Mutauro unoshandiswa mukuchimbidza unogona kuve nekukanganisa kukuru pakubuda kwemhando yemitauro yakawanda yeAI. Izvi zvakafanana nekuti kutaura ngano imwe chete mumutauro wakasiyana kungasiyana sei, zvichienderana nedimikira netsika nemagariro.
Kukurudzira AI mune mumwe mutauro kunobvumidza iwe kuti uwane kwete chete nzira yekutaurirana asiwo akasiyana siyana emitauro netsika zviziviso zvakarukwa mukati memutauro iwoyo.
Kana ikapihwa kukurumidza muchiJapan, semuenzaniso, mhinduro dzinogona kuratidza hunhu uye kusanangana kuri mumutauro, nepo kana ikapihwa kukurumidza kumwechete muchiSpanish, mibairo inogona kuve yakananga uye inobuditsa pachena, inoratidza hunhu hwemutauro uye tsika dzechiSpanish. -kutaura tsika.
Uyezve, hunyanzvi hweAI uye nuance yemhinduro dzayo zvinogona kukanganiswa nekuoma kwemutauro uye kusiyana. Iyo AI inogona kunge iine dambudziko rekugadzirisa mitauro ine mazwi akakura, mitauro yakawanda, kana girama yakaoma kunzwisisa, izvo zvinogona kukanganisa hudzamu hwezvinobuda, huchokwadi, uye kukosha kwetsika.
Izvi zvinondiyeuchidza matambudziko anotarisana nemushanduri ane unyanzvi anofanira kubudisa pfungwa netsika zvemashoko aibva mumabhuku acho mukuwedzera pakurishandura shoko neshoko.
Kuti ive nechokwadi chekuti mhinduro dzeAI dzakakwana uye dzakakodzera tsika nemagariro akapihwa, zvakakosha kuti kana uchidyidzana nemhando yeAI yemitauro yakawanda munhu azive maitiro emutauro uye tsika yaunounza.
10. Unogona here kutsanangura basa rakaoma rawakagadzira otomatiki kana kuvandudza uchishandisa hunyanzvi hwekukurumidza mainjiniya?
Mune imwe purojekiti inonakidza, ine simba, inoziva mamiriro-inoziva yemukati chizvarwa cheyakasiyana-siyana yemibvunzo yemushandisi papuratifomu yekutsigira mutengi yakagadziridzwa kuburikidza nekushandiswa kwehuinjiniya hwekukurumidza.
Zvidzidzo zvepuratifomu zvakasiyana-siyana, kubva pamazano echigadzirwa kusvika kune rubatsiro rwehunyanzvi, zvaive zvakaoma sezvo zvaida kuti AI isangonzwisisa kubvunza kwemushandisi chete asiwo kugadzirisa mhinduro yayo zvichienderana nemamiriro ezvinhu, kukurumidza, uye zvido zvemunhu emushandisi.
Kuti tigadzirise izvi, takagadzira seti yezviyero zvine nhanho zvinorongedza kubvunza kwemushandisi, tonongedza zvikamu zvakakosha, tobva tagadzirisa zvine simba inzwi remhinduro, dhigirii reruzivo, uye zvirimo zvinoenderana nechirevo chemubvunzo uye maitiro.
Neiyi nzira, iyo AI yakakwanisa kuita akati wandei ezviitwa zvakaomarara mukusangana kumwe chete, sekuziva matambudziko ehunyanzvi, kubatsira vashandisi nematanho ekugadzirisa matambudziko, nekupa kurudziro yechigadzirwa.
Iko kugona kweAI kuunza mhinduro dzakananga, dzakafanira, uye dziri nyore-kushandisa dzakavandudzwa zvakanyanya nekukurumidza kweinjiniya sophistication, izvo zvakaita kuti maitiro ekutsigira mutengi ashande, anonakidza, uye achizadzisa kune vashandisi.
11. Ungagadzira sei kukurumidza kukurudzira kutaurwa kwengano kubva kumhando yeAI?
Kuti ukurudzire kufungidzira kutaurwa kwenyaya kubva kumuenzaniso weAI, unofanirwa kugadzira mamiriro acho nenzira yakafanana neyo maitirwo emutungamiriri anopa vatambi mamiriro emamiriro-akakwana kuti vatange, asi achibvumira nzvimbo yekududzira kwavo.
Iko kukurumidza kunofanirwa kuita senge canvas isina chinhu, ichipa musanganiswa wezvakananga kuti zvitungamirire nzira yenyaya uye yakavhurika-inopera zvikamu kukurudzira rezinesi rehunyanzvi. Imwe nzira yekutanga rondedzero ingave yekugadzira gadziriro inogombedzera ine mavara, ratidziro yekupokana, uye nharaunda yakasarudzika, asi ine nzvimbo yakakwana yekuti rangano iite majana asingatarisirwe.
“Muguta rine chipatapata umo mashiripiti akavanzwa pachena, n’anga yechidiki inowana mepu yekare inotungamira kuchinhu chakarasika,” inogona kuva kukurumidza kunonakidza.
Havasi ivo chete vari kutarisa, zvakadaro. Tsanangura rwendo rwavo, uchitaura matambudziko avanosangana nawo, vanobatana navo, uye zvakavanzika zvavanodzidza.” Iyi gadziriso inokoka iyo AI kuti igadzire yakaomesesa tapestry yekudyidzana, kumonyoroka kwechirongwa, uye kuomesesa kuvaka-nyika uku ichipa yakajeka rondedzero kutungamira uye zvinonakidza zvinhu.
Chakavanzika chirikurova chiyero pakati pechimiro uye kuchinjika, ichibvumira iyo AI nzira yakakwana yekuchengeta zvese zvakabatana asiwo yakaringana latitude kuratidza hunyanzvi hwayo, iyo ichapa inonakidza uye inokatyamadza nyaya.
12. Tsanangura mashandisiro aungaite Prompt Engineering kusimudzira kugona kudzidza kwemuenzaniso wemutauro mune “mashopu mashoma”.
Mumamiriro ekudzidza “mashoma”, hunyanzvi hwePrompt Engineering hunova hwakakosha kana chinangwa chiri chekuvandudza kugona kwemuenzaniso wemutauro nenhamba shoma yezviitiko.
Zvakafanana nekupa anotanga kupendi mienzaniso yakawanda yesitiroko huru kuti adzidze asati atarisira kuti vapedze mufananidzo; mienzaniso yakadaro inoda kusarudzwa nekuchenjera uye kuratidzwa nenzira inogonesa kubatsira kwayo padzidzo. Mumamiriro ezvinhu aya, zvirevo zvinofanirwa kushandiswa sechitubu chekukurudzira pamwe nekutungamira.
Havafanire kungoratidza basa riripo chete asi zvinosanganisirawo mazano ekuti voita sei mabasa ane hukama mune ramangwana.
Kuti uite izvi, izvo zvinokurudzira zvinogona kugadzirwa kuti zvive nenhamba shoma yeakanakisa, akasiyana mienzaniso inobata mweya wechigadzirwa chakarongwa. Rondedzero yakajeka uye pfupi yebasa ichapihwa kune imwe neimwe nyaya, ichikurudzira modhi kuti ione zviri pasi pemaitiro, misimboti, kana masitayipi anoratidzwa mumienzaniso..
Kana kudzidzisa muenzaniso kunyora mune imwe nzira yekunyora ndicho chinangwa, semuenzaniso, zvirevo zvinogona kuve nendima shoma dzemuenzaniso dzakanyorwa nemaitiro iwayo, zvichiteverwa nebasa apo modhi inoda kushandisa zvayaka "cherekedza" kugadzira chinyorwa. chidimbu chitsva.
Iyi nzira inonatsiridza kugona kwemodhi yekuwedzera kubva pamapfuti mashoma kuenda kune yakakura siyana yemabasa ane hukama nekuibatsira kunzwisisa basa uye kuisa mukati madiki emienzaniso yakapihwa.
13. Ndedzipi nzira dzaungashandisa kuderedza kusarura kunokuvadza mumhinduro dzeAI kuburikidza nePrompt Engineering?
Zvakawanda semurimi anonyatso kusarudza mbeu uye kutarisira gadheni rake kudzivirira kupararira kwemarudzi anokanganisa, kuderedza kusarura kunokuvadza mumhinduro dzeAI kuburikidza nePrompt Engineering inoda nzira inofungisisa uye nemaune.
Kugadzira zvirevo zvinosanganisirwa uye zvisina rusaruro zvinoda kunyatsotariswa kudzivirira kushandisa mutauro kana kuita fungidziro dzinogona kukanganisa mhedzisiro yeAI.
Kuti tidzivise kusimbisa nokusaziva rusaruro kana kuti kurerutsa mamwe mapoka, zvinokosha kungwarira paunenge uchishandisa mashoko nokutaura.
Zvakafanana nekuisa sefa yekubvisa zvinhu zvisingadiwe kuitira kuti chete, zvine hutano zvinopinda zvisvike kuAI.
Kuwedzera zvirevo zvinosimudzira kuferefetwa kwemamwe maonero kungave zvakare nzira inoshanda kwazvo. Izvi zvinosanganisira kugadzira zvirevo zvinokumbira kuti iyo AI itarise uye iratidze akasiyana mapoinzi ekuona kana kuburitsa mhinduro dzinotora huwandu hwakawanda hwemagariro, tsika, uye magariro emunhu.
Zvinofananidzwa nekusimudzira nhaurirano yakakura muboka renhaurirano umo pfungwa dzemunhu wese dzinoremekedzwa nekunzwikwa.
Chinangwa chekubatanidza matekiniki aya muPrompt Engineering kutungamira iyo AI kuti ipe mhinduro dzisiri dzekungofungira zvakaipa chete asi dzakasimudzirwa nekusiyana kwemaonero, kusimudzira hukama hwakanyanya uye hwekugamuchira tekinoroji.
14. Kurukurai pfungwa ye "kukurumidza chain" uye kuti ingashandiswa sei kubata mabasa akawanda-nhanho nemhando dzeAI.
Maitiro matsva ekuita kweAI, kukurumidza ketani kwakafanana nekutungamira mumwe munhu kuburikidza neyakaoma maze ine nhevedzano yezvikwangwani zvakaiswa zvine hungwaru.
Nhanho-ne-nhanho, iyo AI inotungamirwa nechikwangwani chega chega (kana kukurumidza, mumuenzaniso uyu) kuburikidza nenhevedzano yezviitwa kana maitiro ekufunga, kuvaka pane data kana kuburitsa kubva padanho rekutanga kuti uswedere kune mhedzisiro. Zvakafanana nemagadzirirwo akaomeswa resipi akaputswa kuita akateedzana, digestible mirairo, nzira iyi inoshanda zvakanyanya kumabasa akaomarara kana akawanda-nhanho asingagone kubatwa zvakaringana mumubvunzo mumwe chete.
Kukurumidza ketani kunobvumira munhu kutungamira AI kuburikidza nechiitwa chinoda zvinopfuura mhinduro yakapusa maererano nekunzwisisa kana synthesis yedata.
Semuenzaniso, kana basa riri rekuita tsvagiridzo, kupfupikisa zvabuda, uyezve kugadzira mibvunzo inoenderana nepfupiso, nhanho yega yega inogadziriswa neyakasiyana yakagadziridzwa kukurumidza.
Iyo AI inogona kukumbirwa kuunganidza dhata pamusoro pechidzidzo muchikumbiro chekutanga, ipfupise muchidimbu chechipiri, uyezve kushandisa pfupiso kugadzira mibvunzo ine hungwaru mune yechitatu kukurumidza.
Nekupa iyo AI nhanho-ne-nhanho mirairo, inogona kuramba yakatarisa uye kumisa mhinduro dzayo pane yakakodzera uye yemamiriro ezvinhu, ichigadzira zvakanyanya, zvine musoro, uye zvakakosha mhedzisiro.
15. Ko Prompt Engineering inogona sei kushandiswa kumhando dzemitauro dzakanyatsonaka kune madomeini-chaiwo maapplication pasina kunangana modhi yekudzidziswa?
Prompt Engineering inzira inokurumidza kugadzirisa mamodheru emitauro kune madomain-chaiwo maapplication pasina kuda kudzidziswazve kwakananga kwemuenzaniso; inoshanda zvakafanana kune seti yema lens akasarudzika anotarisisa kamera pane imwe nyaya pasina kuchinja kamera pachayo.
Iwe unogona kushandura mhinduro dzemodhi kuti dzienderane neruzivo rwehunyanzvi, mazwi, uye zvinangwa zveimwe nzvimbo nekugadzira zvinokurudzira zvinotora zvakakosha uye zvidiki zveiyo dura.
Izvi zvinoda kunzwisiswa kwakadzama kwemazwi uye zvinodiwa zvedura mukuwedzera kune imwe nzira itsva yekugadzira zvirevo zvinogona kuburitsa kubva kumuenzaniso dhigirii rakakodzera reruzivo nehunyanzvi.
Semuyenzaniso, munzvimbo yezvokurapa, kurudziro inogona kuitwa kushandisa mutauro wekurapa, kureva mamiriro ehutano akajairika, uye kutevedzera mafomati uye zvinhu zvekutaurirana kwekurapa.
Saizvozvowo, nyaya dzemutemo dzinotaurwa, izwi remutemo, uye mafomu ezvinyorwa zvese zvinogona kutorwa seakonzeresa kunyorera pamutemo.
Kupa zvinobuda zvakanyanyoenderana, zvakarurama, uye zvinobatsira kune zviitiko zvakasiyana kune yakapihwa dura, zano iri rinonyanya "primes" iyo AI kuti ishande mukati memafungiro uye mitauro yemafuremu enzvimbo iri kutariswa.
Iyo inzira yekunangisa kugona kweiyo modhi yakakura kuita danda rakatetepa rehunyanzvi, uchishandisa hungwaru hwepasi peiyo modhi nenzira yakanangana nezvinodiwa zveimwe dura, zvese pasina kushandura iyo yepasi modhi pachayo.
16. Ndezvipi zvimwe zvezvipingamupinyi zvawakasangana nazvo muPrompt Engineering, uye wakazvigadzirisa sei?
Kufanotaura uye kuenderana kweAI mhinduro inyaya dzakakosha muinjiniya nekukurumidza. Iyo AI yakaomesesa yepasi algorithms uye yakakura yekudzidziswa seti inogona kuguma nemhedzisiro dzakasiyana kunyangwe ichigadzira yakanakira kukurumidza.
Ichi chimiro chisingafungidziriki chakafanana nokurima bindu umo, kunyange nekudyarwa kwokungwarira, kukura kunobuda kunogona kuva kwakasiyana-siyana nenzira inoshamisa nemhaka yokusiyana kwevhu, mvura, uye zuva. Iterative kuyedzwa uye kukurumidza kuvandudzwa kunova kwakakosha kukunda izvi.
Zvakafanana nemadzidzisiro anoita murimi kushandura nzira dzekudyara kuti asvike kune imwe gadheni dhizaini, unogona zvishoma nezvishoma kunanga iyo AI kune inowirirana uye inofanotaurwa zvinobuda nekugadzirisa zvine hunyanzvi uye kutarisa shanduko mumhinduro dzeAI.
Chimwe chisungo chinoreva kuomesesa kwemamwe mabasa kana kubvunza kunoramba mazano ari nyore. Kurumidziro imwe chete inogona kusanyatsotora mamiriro kana kudzika kwekunzwisisa kunodiwa kune mamwe mabasa.
Mumamiriro ezvinhu aya, kusungirirana nenguva kunogona kubatsira mukukamura chiitiko kuita zvidimbu zvidiki, zviri nyore kubata. Neiyi nzira, iyo inosanganisira kuvaka pamhedzisiro yekukurumidza yapfuura, mabasa akaomarara anogona kugadziriswa chidimbu nechidimbu, sekubatanidza zvidimbu zvejigsaw yakaoma.
Nekushandisa matekiniki aya, unogona kuyambuka nekudzikisa zvirambidzo zveinjiniya nekukurumidza, uchiwedzera kubatsira uye kushanda kwemhando dzeAI mumhando dzakasiyana dzekushandisa.
17. Unogona here kutsanangura kuti pfungwa ye "temperature" muAI mienzaniso inokanganisa sei mhinduro dzinogadzirwa kuburikidza nePrompt Engineering?
Mune maAI modhi, iyo pfungwa ye "tembiricha" inonakidza parameter inobata kwekutanga uye kusiyana kwemhinduro dzakagadzirwa. Fungidzira sekugadzirisa huwandu hwezvinonhuwira mundiro kune zvaunoda iwe pachako.
Saizvozvo, tembiricha yepamusoro yekumisikidza muAI modhi inosimudzira hukuru hwekutanga uye kusiyana-siyana mumhinduro dzayo, zvakanyanya sezvinonhuwira zvinogona kuita kuti ndiro inakidze asi zvakare isingatarisike.
Kufanana negwara rinofambwa nemusango, zvinobuda zvemodhi pa tembiricha yakaderera zvakanyanya kuchengetedza uye zvinonamatira zvakanyanya kune mapatani aakaona panguva yekudzidziswa, ichiburitsa mhinduro dzakachengeteka uye dzinofanotaurwa.
Kune rimwe divi, kuwedzera tembiricha yekumisikidza kunosundidzira iyo AI kuburitsa mhinduro dzayo kuburikidza nekuwedzera hunyanzvi kana kusajairika mutauro kusvetuka. Izvi zvinogona kunyanya kubatsira kana uchitsvaga manovel concepts kana iwe kana iwe uchida kuti AI iende kupfuura nyore, inogamuchirwa mhinduro.
Zvisinei, pane chiyero chakanaka chinofanira kurohwa-kupisa kwakanyanya kunogona kukonzera maitiro asina kujeka kana asina musoro, sezvinongoita zvinonhuwira zvinogona kukunda zvinonaka mundiro.
Sezvinongoita mubiki anogadzirisa kupisa kuti awane mwero wakakwana wekuravira mune yekubika nyanzvi, unogona kugadzirisa iyo AI inobuda muPrompt Engineering nekunyatso chinja tembiricha kuti ikwane huwandu hunodiwa hwekuvandudza uye njodzi.
18. Tsanangura chiitiko chawakashandisa Prompt Engineering kupenengura nekuongorora dhatabheti rakaomarara uchishandisa modhi yemutauro.
Basa riri mupurojekiti rine dataset rakawanda rekupinza kwevatengi kubva kumapuratifomu akati wandei raive rekutsikisa huwandu uhu hwedata kuita ruzivo runobatsira.
Iyo dataset yaive yakakura uye yakapfuma mumafungiro akaomarara, zvaunofarira, uye kurudziro zvakapararira mumhando dzakasiyana dzenhau, kusanganisira mhinduro dzakarongwa dzeongororo uye zvisina kurongeka zvesocial media kutaura.
Kuomesesa kwemutauro uye manzwiro akaunzwa mumashoko acho aive kunze kwenzvimbo yemaitiro akajairwa ekuongorora data, zvichimanikidza zano rakanyanyisa.
Tichishandisa Prompt Injiniya, takagadzira seti yekukurudzira iyo inotungamira iyo AI kutanga boka rekuisa zvinoenderana nezvikamu senge maficha, rutsigiro rwevatengi, mutengo, nezvimwe.
Iyo AI yakazokurudzirwa zvakare, panguva ino kupfupisa manzwiro, kuona matambudziko anoramba achiitika, uye kutokurudzira nzvimbo dzinogoneka dzebudiriro zvichienderana nezviri mumashoko, kudhirowa muchikamu chimwe nechimwe.
Nerubatsiro rweiyi nzira yekukurudzira maitiro, iyo AI yakakwanisa kuve muongorori wedata akakwanisa kududzira data rakaoma, risina kurongeka uye kutora mhedziso uye mapatani kubva mairi.
Shanduko dzakanangwa uye kuita sarudzo kwehungwaru kwakaitwa kuti kugoneke neyakadzama, inogoneka mushumo uyo wakapfupikisa musimboti wekupinza kwevatengi.
19. Ungashandisa sei Prompt Injiniya kuti uvandudze huroyi uye kukosha kwemhinduro dzemodhi yeAI mundima yakasarudzika, sezvemutemo kana zvekurapa?
Kuburikidza nePrompt Engineering, iyo AI modhi yechokwadi uye kukosha munzvimbo dzakakosha senge dzepamutemo kana dzekurapa madomasi anogona kuvandudzwa nekunyatso kuenzanisa hunhu, mamiriro, uye ruzivo rwedunhu.
MaPrompts anofanirwa kunyatso gadzirwa kuti atungamirire iyo AI mukati meiyo yakaomesesa paramita yehunyanzvi zviyero uye terminology sezvo aya madomasi akakosha uye anoenderana nekurongeka uye kuvimbika.
Semuyenzaniso, munharaunda yezvemutemo, zvirevo zvinogona kugadzirwa kuti zvibatanidze mimwe mitemo yepamutemo, mutemo wenyaya, uye mareferensi, ichikurudzira iyo AI kugadzira mhinduro dzayo nemashoko anogamuchirwa emutemo uye zvakatangira.
Zvakafanana neizvi, kurudziro munzvimbo yekurapa inogona kushandisa nhungamiro yekiriniki, izwi rekurapa, uye nzira yekuongorora kuti ive nechokwadi chekuti mhinduro dzeAI dzinotevera tsika uye zvekurapa zviyero.
Nekushandisa nzira iyi, zvinobuda zveAI zvinova zvakanyatsojeka uye zvine basa uku zvichinyatsoenderana neruzivo rwakananga uye maitiro akaomarara echikamu chakakodzera.
Iyo AI inova chishandiso chinobatsira uye inogona kuburitsa zvinobuda zvinoremekedza kuomarara uye kudzika kwehunyanzvi hwaro hweruzivo nekubatanidza madomasi-chaiwo maonero uye mamiriro mune yekukurudzira.
20. Kurukurai basa rePrompt Engineering mukuderedza dambudziko re "hallucination" mumhando dzemitauro.
In mutauro wokuenzanisira, izwi rekuti "hallucination" rinoreva mamiriro ezvinhu umo AI inogadzira data isingabvi pachokwadi chechokwadi kana chokwadi; inofananidzwa nemutauri wenganonyorwa achigadzira nganonyorwa inovakirwa pafungidziro chete.
Dambudziko iri rinonyanya kuoneka muzviitiko zvinoda ruzivo rwakarurama, rwakavimbika, izvo zvinoita kuti zvinhu zvinogadzirwa neAI zviome kuvimba nekushandisa.
Kudzikamisa dambudziko iri, kukurumidza engineering kwakakosha nekuti inonyatso tungamira iyo AI kuburitsa zvinogoneka uye humbowo-hwakavakirwa zvinobuda.
Izvi zvinosanganisira kugadzira zvinokurudzira zvinonyanya kusimbisa kukosha kwechokwadi uye chokwadi, kungave nekuraira iyo AI kuti ivimbe neakavimbika data masosi kana kuratidza chiyero chekuvimba mumhinduro dzayo.
Kukurudzira yakawedzera kutsoropodza uye yakavhurika nzira yekugadzira ruzivo, zvinokurudzira zvinogona zvakare kusanganisirwa zvinoda iyo AI kuti ipe mareferensi kana kururamisa kwezvayakataura.
Tinogona kudzikisa zvakanyanya kuwanda kwekufungidzira nekuvandudza kudyidzana kwedu neAI modhi kuburikidza neyakagadzirwa zvakanaka kukurudzira, izvo zvinozowedzera kuvimbika uye kuvimbika kwezviri mukati zvinogadzirwa neAI.
21. Unofanoona sei shanduko yePrompt Engineering nekufambira mberi kweAI tekinoroji, uye ndeupi hunyanzvi hwaunofunga kuti huchanyanya kukosha?
Prompt Engineering ibasa rinotarisirwa kuve rakanyanya kuoma uye kufambira mberi sezvo AI matekinoroji anoramba achivandudza.
Mune ramangwana, Prompt Injiniya ingangoita chikamu chikuru mukupesvedzera mafungiro ehunhu eAI, kufunga kwekugadzira, uye maitiro ekudzidza pamwe nekutungamira kugona kweAI kupindura.
AI ichakura ichiwedzera kugona kuenzanisa kugona kwayo komputa neruzivo rwevanhu, ichibvumira kuti pave netsika dzakanaka, dzinoziva nezvemamiriro ezvinhu, uye kudyidzana kwakasiyana nemasisitimu ayo.
Prompt mainjiniya anozoda kuve nehunyanzvi hunosanganisira tsitsi, kufunga kwetsika, uye kufunga kwakadzama munzvimbo ino inoshanduka.
Kugadzira zvinokurudzira zvinokurudzira hunhu uye hunobatsira hweAI hunoda nzwisiso yakadzama yezvimiro zveAI-yakagadzirwa zvinhu pamwe nekugona kufanoona uye kunzwisisa zvakasiyana uye zvakaoma zvinodikanwa zvevashandisi.
Uyezve, kusundira miganhu yezvingaitwa neAI mukubatana negwara revanhu, hunyanzvi huchave hwakakosha mukutsvaga nzira dzinoverengeka dzekuita neAI.
Tiye kugona kutungamira zvinobudirira nekudyidzana neAI kuburikidza nePrompt Injiniya ichave tarenda rakakosha, kubatanidza tekinoroji acumen neanhu-centric njere, sezvo AI inowedzera uye inopindirana muzvikamu zvese zvehupenyu nebasa.
22. Rondedzera purojekiti yawakashandisa nzira dzePrompt Engineering kuti uvandudze zvakanyanya kushanda kwebhizimisi.
Muchirongwa chechangobva kuitika, takashandura maitiro emutengi wekutengesa pamhepo nekushandisa Prompt Engineering kuvandudza mashandiro avo ekutsigira vatengi.
Pakatanga kushandiswa sisitimu yemutengi, yaive nechatbot iri nyore yaigona kupindura mibvunzo yakapusa asi yaive nedambudziko nemibvunzo yakaoma kubva kune vatengi.
Nekuda kweizvozvo, pakanga paine mwero wepamusoro wekutumira kune vamiririri vevanhu uye nguva yakareba yekugadzirisa.
Isu takashandisa yekucheka-kumucheto Prompt Injiniya nzira kugadzirisa iyo chatbot yekudyidzana paradigm. Isu takagadzira seti yezvakarongwa zvekurudziro zvaisanganisira mazwi akanangana nemamiriro ezvinhu uye mitsara kuti itibatsire kunzwisisa zvirinani chinangwa chemibvunzo yevatengi.
Semuyenzaniso, kana mutengi akakumbira "return policy," iyo yekuchimbidza yakagadzirirwa kuona nyaya yacho uye kuunganidza rumwe ruzivo serudzi rwechigadzirwa uye zuva rekutenga, zvichibvumira mhinduro dzechokwadi.
Iri zano rakasimudza danho rekutanga-kusangana kwekugadzirisa, izvo zvakaderedza zvakanyanya kudiwa kwekubatanidzwa kwevanhu.
Kugutsikana kwemutengi uye kugona kupindura zvese zvakawedzera zvakanyanya semhedzisiro. Yakakura yemibvunzo yaigona kupindurwa nechatbot, uye kana yakananga kubvunza kune vamiririri vevanhu, ruzivo rwacho rwakanga rwakajeka uye rwakajeka, ruchibvumira mhinduro dzinokurumidza.
Iyi purojekiti yakashanda semuenzaniso wekuti Prompt Injiniya inogona kurerutsa uye kuvandudza yakajairika kambani maitirwo kuita basa rakanaka rinodzikisa mutengo wekushandisa uye rinowedzera kugutsikana kwevatengi.
23. Ndedzipi pfungwa dzako pamusoro pekugona kwePrompt Engineering kunyengedza kana kutsausa, uye njodzi idzi dzinogona kudzikiswa sei?
Injiniya yekukurumidza ine mukana wakakura wekuvandudza kushandiswa kweAI asi zvakare, kana ikasiiwa isina kutariswa, inogona kunyengera kana kupa mhedzisiro yenhema.
Uhu huviri hwemhando yepamusoro hunobva pakuti zvimiro zvechimbichimbi zvine mhedzisiro yakakosha pamhinduro dzeAI, zvichivakurudzira kutevera nzira dzakananga kana kutora mhedziso dzingave dzisiri chinangwa.
Semuyenzaniso, AI inogona kupa zvinobuda zvinoparadzira ruzivo rwenhema kana rusaruro mazano kana zvirevo zvikanyarara zvichireva mamwe maonero kana kusiya zvakakosha.
Kujeka uye hunhu hunofanirwa kuiswa mukugadzira uye kuitwa kwePrompt Injiniya zvirongwa kudzikisa njodzi idzi.
Kusanganisira vakasiyana-siyana vanobatana mukuita kwekukurumidza dhizaini yekuongorora uye kuongorora zvinokurudzira zvingangove zvakarerekera kana manipulative maficha ndiyo imwe nzira inoshanda yekubatanidza cheki uye zviyero.
Uyezve, kugadzira maAI masisitimu ane akavakirwa-mukati ekuchengetedza maficha anozivisa uye anosimbisa angangove anonyengera cues anogona kubatsira mukudzivirira kushungurudzwa.
Uyezve, zvakakosha kusimudzira tsika yetsika yakatenderedza kusikwa uye kushandiswa kweAI, inotsigirwa nemirairo yakajeka uye inoenderera kuraira mune ehutsika AI maitiro.
Kukurudzira maitiro ehunhu uye kudzidzisa vanogadzira uye vashandisi nezve mhedzisiro yePrompt Engineering kwakakosha kuve nechokwadi chekuti kufambira mberi muAI tekinoroji inoshandiswa nemazvo. Nekutora danho rekuita, tinogona kuchengetedza kutendeseka kwekudyidzana kweAI uye kuve nechokwadi chekuti tekinoroji inogara ichibatsira munharaunda.
24. Ungasvika sei pakuvaka multi-modal kukurumidza iyo inosanganisa zvinyorwa nemifananidzo yebasa rakaoma?
Unyanzvi hwakaoma hunodiwa kuti ubudirire kubatanidza zvinyorwa zvekutaura uye zvekuona paunenge uchigadzira multi-modal prompt inosanganisa zvinyorwa uye zvinoonekwa.
Izvi zvinovandudza kugona kweAI kuita mabasa akaomarara anoda kunzwisiswa kwezvinopinza kubva kune akati wandei maitiro ekunzwa.
Mharidzo yemultimedia apo nzira yega yega yeruzivo inotsigira imwe uye inopa yakadzama, yakazara mamiriro ebasa riripo yakafanana nerudzi rweinjiniya yekukurumidza inodiwa nerudzi urwu rwekurovedza muviri.
Pakugadzira mushandirapamwe wekushambadzira, semuenzaniso, kukurumidza kunogona kuve nemifananidzo inoratidza chimiro chedanidziro, marongerwo eruvara, uye mafungiro anotarisirwa kuwedzera kune tsananguro pfupi yemuromo yezvinangwa zvedanidziro, vateereri vanonangwa, uye manzwire epfungwa anodiwa.
Pamwe chete, izvi zvinoita kuti AI "ione" uye "kuverenga" zvinodiwa panguva imwe chete, zvichiita kuti iwedzere kunzwisiswa kwehunyengeri hwepurojekiti. Nepo mapikicha achigona kupa semasamples chaiwo echimiro uye hunhu hwekuteedzerwa, chinyorwa chinogona kuraira iyo AI pane zvine hungwaru zvinangwa uye abstract pfungwa.
Zvakakosha kuve nechokwadi chekuti paunenge uchigadzira izvi zvinokurudzira, zvinyorwa uye zvinoonekwa hazvisi chete zvine basa uye zvinonzwisisika asi zvakare zvakarongwa zvekuti zvinosimudzira nekutsanangurana.
Zvinogona kuve zvakafanira kuenzanisa izvo zvinopinza zvekuti hapana anokunda vamwe kuburikidza nekudzokororwa kuyedzwa uye kugadzirisa.
Iwe unogona kushandisa zvizere aI masisitimu akaomesesa nekunyatsogadzira aya akawanda-modal cues, izvo zvinovatendera kuita uye kunzwisisa zvakaoma, zviitwa zvekusika padanho rekuomarara rinofananidzwa nerevanhu.
25. Ndedzipi nzira dzingaite Prompt Engineering kubatsira mukutsanangurika uye kubuda pachena kweAI modhi sarudzo?
Kuvaka kuvimba uye kunzwisisa pakati peAI masisitimu nevashandisi vavo kunoda zvese kutsanangurwa uye pachena kweAI modhi sarudzo, ese ari maviri anogona kuvandudzwa zvikuru nekukasira engineering.
Isu tinokwanisa kuraira AI kwete kungopa mhinduro chete asiwo kutsanangura zvine musoro kana data masosi anotsigira mhinduro idzodzo nekunyatso gadzira zvinokurudzira.
Iyi nzira inofananidzwa nemudzidzisi ari kutaura pfungwa yakaoma kumudzidzi, apo nzira yekutsanangura yakangokosha semhinduro.
Semuyenzaniso, kurumidziro inogona kugadzirwa kuti isangoratidza kuongororwa kunobvira chete asiwo kuti ipe zviratidzo, ruzivo runotsigira, uye tsvakiridzo yesainzi yemhedziso iyi mumamiriro ezvinhu apo modhi yeAI inoshandiswa kubatsira pakuongororwa kwechiremba.
Rudzi urwu rwemubvunzo runokoka iyo AI "kuratidza basa rayo," ichitsanangura kuti yakasvika sei pane imwe mhedziso. Izvi zvinobatsira kuti maitiro eAI ekuita sarudzo anyatsooneka uye zvinoita kuti zvive nyore kune varapi kuti vaone nekuisa kutenda kwavo mazviri.
Transparency inogona kuvandudzwa nekushandisa Prompt Engineering kubvunza ma AI modhi kuti vape zvinyorwa kana zvinongedzo kune data masosi avakabvunza, kana kutsanangura zvimwe mhedzisiro yavakafunga nezvazvo.
Iyi nzira inoratidza maitiro ekuita sarudzo uye anobatsira vanobatana mukunzwisisa chiyero uye kuoma kwe data iyo AI inotarisisa.
Nekuda kweizvozvo, Prompt Injiniya inobuda sechimbo chine simba chekududzira maitiro eAI, zvichiita kuti zvive nyore kunzwisisa uye kuwanikwa kune vatengi. Izvi zvinovaka kuwedzera kuvimba uye kuvimba neAI mhinduro mune zvakakosha maapplication.
26. Kurukura nezvemamiriro ezvinhu apo waifanira kushandisa Prompt Engineering kuti uone kutevedzerwa nemirairo yekuvanzika kwedata mune zvabuda zveAI.
Muchirongwa chinosanganisira chirongwa chekubatsira vatengi cheAI-powered yevanopa hutano, takatarisana nechipingamupinyi chakakomba chekutevedzera zvinodiwa zvakanyanya zvakavanzika zvedata, seHIPAA muUnited States.
Iyo AI inofanirwa kunyatso kuomerera kumirairo inochengetedza kuvanzika uye chengetedzo yedata revarwere sezvayakagadzirwa kuti ipindure kumibvunzo yakaoma yevarwere uye nekupa gwara rakaenderana.
Isu takashandisa Prompt Injiniya nzira dzekubatanidza dzakajeka dzekuvanzika cheki muAI yekugadzirisa maitiro, kuve nechokwadi chekuti sisitimu inochengeta izvi zvakavanzika zvinodiwa.
Kudzivirira iyo AI kuburitsa ruzivo rwemunhu, semuenzaniso, isu takagadzira zvirevo zvakaipa mirairo yekusazivikanwa chero ruzivo rwakadai.
Izvi zvaisanganisira kushandura mhinduro dzeAI sekuti mazita, misi chaiyo, kana chero rumwe ruzivo runogona kushandiswa kuziva murwere rwakabviswa, kunyangwe icho chaive neruzivo rwakadaro.
Kurudziro iyi yaiitirwawo kuyeuchidza iyo AI yenzvimbo yayakanga ichishanda, zvichiita kuti ibude pachena mhinduro dzaida kunyatsotariswa kana kunzwa.
Iri zano rine mativi maviri, iro rakaraira iyo AI pamabatiro e data rakadzama uye kugara yakasimbiswa kutevedza, yaive yakakosha kuchengetedza kuvanzika uye kurongeka kwedata remurwere.
Pamusoro pekubatsira kutevedzera zvisungo zvemutemo, kutumirwa kwezvisungo izvi zvakagadzirirwa zvine mutsindo kwakakosha mukukurudzira kuvimba kwevashandisi uye kuona kuti iyo AI system yaibatsira uye ine hanya nenyaya dzekuvanzika.
27. Iwe unoenzanisa sei kudiwa kwekusika uye kudiwa kwechokwadi muPrompt Engineering, kunyanya mumashandisirwo akaomarara?
Zvinotora kungwarira kuronga uko kunofunga zvese zvakanakira uye zvakaipira kugona kweAI kurova chiyero pakati pekudiwa kwechokwadi uye inventiveness muinjiniya yekukurumidza, kunyanya kune inonzwisa tsitsi.
Ichi chakapfava chiyero chakafanana neicho chemuimbi anofanirwa kuremekedza nzira dzekutengesa kwake achiyedza kuendesa chimwe chinhu chitsva uye chakakosha.
Kurongeka kwakakosha mumashandisirwo ane hunyanzvi, kusanganisira ayo anoda zano rezvemari kana ruzivo rwekurapa. Izvo zvinokurudzira zvinofanirwa kugadzirwa nenzira yekuti iyo AI inoteedzera yakasimbiswa data uye yakatsanangurwa paramita, ichipa chokwadi chechokwadi uye yakavimbika pamberi.
Kuti uve nechokwadi chekuti dudziro yekugadzira haikonzeredze kukanganisa kwekiriniki, unogona kunyatso kuraira iyo AI kuti iise mhinduro dzayo pazvichangobva kuitika kukiriniki kurudziro uye netsvakiridzo yakaongororwa nevezera paunenge uchigadzira zvirevo zvechirwere chekuongorora chirwere.
Asi hunyanzvi hahufanire kufuratirwa zvachose, kunyanya kana huchigona kuita nani user experience kana kupa mamwe mashoko anonzwisisa.
Mumamiriro ezvinhu aya, kusika kunogona kuverengerwa zvakachengeteka nekurega iyo AI ichiedza nenzira dzakasiyana-siyana dzekunyatso fambisa data, kusanganisira nekugadzira analogies, magirafu, kana dzimwe tsananguro dzinogona kubatsira vatengi kunzwisisa nekuwana zvinhu zvakaomarara zvakanyanya kunakidza.
Chakavanzika ndechekuronga zvinokurudzira zvekuti zvigadzirwa zveAI zvinogumira kune izvo zviri zvechokwadi uye zvakakodzera kune iyo mamiriro ezvinhu.
28. Unogona here kutsanangura hunyanzvi hwekugadzirisa zvinokurudzira zvekumhanya uye kugona kwemakomputa mumashandisirwo enguva-chaiyo?
Mune chaiyo-nguva maapplication, kukurumidza kukurumidza uye komputa kunyatsoita optimization kwakakosha, kunyanya kana maAI masisitimu anofanirwa kuita nekukasira, senge chatbots yekutsigirwa nevatengi kana maturusi ekudyidzana.
Kurerutsa kuoma kwezvinokurudzirwa uye kuisa pfungwa pakudzikisa mutoro wekombuta pasina kukanganisa caliber yemhinduro ndiyo imwe nzira inoshanda.
Imwe nzira huru ndeyekuita kuti maumbirwo ezvinokurudzirwa ave nyore. Izvi zvinosanganisira kutungamira pachena kwemibvunzo yakaoma kwazvo kana yakadzama, sezvo izvi zvichigona kumanikidza modhi kuti itore nguva yakawanda uye inodhura maitiro ekufungidzira.
Nerumwewo, zvirevo zvinogona kuitwa kuti zvive zvakajeka uye zvipfupi, zvichitaura chiito chinodiwa kana mhinduro nenzira iri nyore kunzwisisa.
Semuenzaniso, kukurumidza kunogona kukamurwa kuita mibvunzo yakanangana, yakatwasuka iyo AI yaigona kupindura nekukurumidza pane kubvunza yakaoma, ine zvikamu zvakawanda.
Uyezve, kuita kunogona kuwedzerwa zvakanyanya nekuchengetedza mhinduro dzakakurumbira kana nekushandisa matemplate mhinduro ezvinowanzo kukumbirwa misoro.
Iyo sisitimu inogona kuderedza chinodikanwa chekuverenga-chaiyo-nguva, zvichikonzera kukurumidza kupindurwa nguva, nekufanoona mibvunzo inowanzo bvunzwa uye pre-kuverenga mhinduro pazvinoshanda.
Iyi nzira inovimbisa kuti iyo AI sisitimu inoteerera kunyangwe mumamiriro ekuda kwakanyanya nekukasira kupindirana uye kuderedza mutoro wayo wekombuta. Idzi nzira dzinotsigira kufamba kwakatsetseka kwechaiyo-nguva maapplication nekupa nekukurumidza uye kwakavimbika AI kusangana, izvo zvakakosha kune ese ari maviri ekushanda kushanda uye mufaro wemushandisi.
29. Ungashandisa sei Prompt Engineering kugadzira mhinduro yeAI-yakavakirwa padambudziko idzva, uko kune mashoma akatangwa ekutanga?
Paunenge uchishandisa Prompt Injiniya, unofanirwa kushandisa yekutanga uye yekuongorora maitiro kana uchitarisana nemamiriro matsva ayo kune mashoma mienzaniso.
Izvi zvakafanana nekuedza kutsvaga nzira yako kupfuura nyika isingazivikanwe; unofanirwa kuve wakagadzira uye nekuchinjika kuti uwane mhinduro dzakakodzera.
Chikamu chekutanga kuita chidzidzo chakadzama uye kunzwisisa dambudziko redunhu, kuwana data rakawanda sezvaunokwanisa pamatambudziko ane hukama kana mamiriro akafanana.
Makurudziro anogona kubva anyatso kugadzirwa kutungamira iyo AI sezvo ichiwedzera kubva kune inozivikanwa nyaya kuenda kune itsva nyaya.
Izvi zvinogona kusanganisira kugadzira kutevedzana kwemibvunzo yekuferefeta iyo inokurudzira AI kuburitsa akati wandei sarudzo kana dzidziso dzakadzika mumatunhu ane hukama ezivo. Ndichiri kuona kuti mhinduro dzeAI dzinotsigirwa nezvokwadi yakakodzera uye kuderedzwa zvine musoro, izvi zvinokurudzira zvinofanirwa kugadzirwa kukurudzira hunyanzvi.
Mushure mekunge pfungwa dzekutanga dzagadzirwa, izvo zvinokurudzira zvinogona kuvandudzwa nekuwedzera mhinduro uye mhedzisiro kubva kutsvagurudzo yekutanga kutungamira kutarisa kweAI kune mamwe anonakidza mitsara yekuferefeta. Iyi nzira yakafanana neyechivezwa, umo iyo mbishi inonatswa uye inovezwa kuburikidza nekudzokororwa kuedza.
Pano, Prompt Injiniya inoshanda seyakasimba dhizaini yekudzokorora kudzidza uye kugadzirisa mukuwedzera pakuva chishandiso chekusimudzira. Izvi zvinoita kuti AI ivandudze mibairo yayo nekuzvibatanidza neruzivo rwekubuda kwedambudziko.
Iyi nzira inoshandisa kuchinjika kweAI uye masimba ekudzidza kugonesa kugadzirwa kwemaitiro ekugadzirisa matambudziko ekucheka-kumucheto.
30. Ndedzipi nzira dzaunoshandisa kuti ugare uine ruzivo pamusoro pezvinofambiswa mberi uye maitiro akanaka muPrompt Engineering?
Kuchengetedza ruzivo uye kuvimbisa kuitisa kunobudirira muPrompt Engineering kunoda kuve neruzivo pane zvichangobva kuitika uye maitiro akanaka.
Zano rangu rinobatanidza dzidzo inoenderera mberi nekuita kushingaira munharaunda dzehunyanzvi.
Kutanga kubva, ini kazhinji ndaiverenga zvinyorwa zvehunyanzvi uye kuenda kumakonferensi uye webinars nezvehungwaru hwekugadzira uye machine learning.
Zvishandiso izvi zvakakosha pakudzidza nezvezvidzidzo zvichangoburwa, mafambiro matsva mumunda weinjiniya nekukurumidza, uye nzira dzekucheka.
Tsvagiridzo ichangoburwa yakapihwa pamisangano yakaita seNeurIPS kana mumajenari seChinyorwa che chakagadzirwa Intelligence Tsvagiridzo inowanzoshanda nekukurumidza kana kuchinjika kubva kubasa rangu.
Iniwo ndinotora chikamu chinoshingaira muhunyanzvi network uye maforamu epamhepo apo varapi vanochinjana matambudziko, mhinduro, uye nyaya dzenyaya.
Kutsinhana kweruzivo rwechokwadi-nguva inofambiswa zvakanyanya nenharaunda-yakavakirwa nharaunda dzekudzidza dzakadai seidzo dzinowanikwa pamapuratifomu akaita seStack Overflow, GitHub, uye LinkedIn mapoka.
Kudyidzana nenharaunda idzi kunopa maonero akajeka ekuti nzira dzakasiyana dziri kuitwa sei zvinobudirira muzvikamu zvakasiyana uye mashandisirwo mukuwedzera mukubatsira mukugadziriswa kwemamwe matambudziko.
Nekubatanidza kubatanidzwa kwenharaunda nekuoma kwedzidzo, ndinogona kuramba ndiri padanho rekucheka rePrompt Engineering uye nekuvandudza basa rangu neruzivo rwazvino uye maitiro.
31. Chii chaungaisa pamberi mumavhiki ako mashoma ekutanga pabasa kana wapihwa basa?
Kana ndikapinzwa basa, ndaizopa mavhiki angu ekutanga ebasa kuti ndinyatsonzwisisa zvinangwa zvekambani, tsika, uye maitirwo emashandiro ayo.
Kuti kubatanidzwa uye mupiro ubudirire, nheyo iyi inokosha. Ini ndaizoisa pamberi pekutanga hukama nenhengo dzechikwata dzakakosha kubva kumadhipatimendi akasiyana kuti ndiite izvi.
Kutaura nevaunoshanda navo kuti vadzidze nezvematambudziko avo, nzira, uye zvavakaita zvingandinakira sezvo zvaizojekesa mashandiro emukati uye kundiratidza kuti hunyanzvi hwangu hwePrompt Engineering hunogona kutsigira zvakanyanya zvinangwa zvesangano.
Panguva imwecheteyo, ndainyura mukuziva chero mapurojekiti ePrompt Engineering kana nzvimbo dzinogona kushandiswa hunyanzvi hwangu. Izvi zvinosanganisira kuongorora zvirongwa zvekare uye mhedzisiro yazvo kuti uone zvakashanda nezvisina kushanda nemazvo.
Ini ndaizotanga kudonongodza mipiro yekutanga yandingaite mushure mekutora zviwanikwa izvi mu account, ndichicherekedza zvese zvenguva pfupi uye zvenguva refu.
Nekushandisa zano iri, ndinogona kuve nechokwadi chekuti handisi kungounza kukosha kubva pakutanga asiwo kuti ndiri kuenderana nezvinangwa zvekambani, izvo zvinozondigadzirira kubudirira mubasa rangu.
mhedziso
Muchidimbu, kuve nekunzwisisa kwePrompt Engineering kwakakosha, kune avo vane chinangwa chekushandisa zvakanyanya tekinoroji yeAI.
Hurukuro mundima iyi dzinowanzo tarisa pakuongorora kugona kwemunhu kunzwisisa uye kupesvedzera maitiro eAI vachishandisa kufunga.
Ongororo idzi dzinopfuura hunyanzvi uye kunyura mukufunga kwehunhu pamwe nekugona kushandisa AI mumamiriro akasiyana uye dzimwe nguva akaomarara.
Naizvozvo kugadzirira, kubvunzurudza kunoda kunzwisiswa kweiyo tekinoroji pachayo uye nemhedzisiro yayo yepasirese kuve nechokwadi chekuti vakwikwidzi vakashongedzerwa kuti vabatsire zvine mutsindo munzvimbo ino ine simba uye inokurumidza kubuda.
Kuti uwane rubatsiro nekugadzirira kubvunzurudza, ona Hashdork's Hurukuro Series.
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