Impendulo emfushane: Yeka ukuphatha i-AI njenge-Google: imicu yomvuzo yamamodeli engxoxo, hhayi ukusesha amagama angukhiye okukodwa. Uma ufingqa izethameli kanye nemingcele, bese uhlaziya futhi ulungisa okulandelayo, uhlaka lokuqala olujwayelekile luba umsebenzi ongawuthumela ngempela.

Izinto ezibalulekile okufanele uzicabangele:

Uchungechunge alufuni ukusesha: Phatha impendulo yokuqala njengomdwebo, hhayi impendulo eqediwe yomshini wokuthengisa.

Okufushane kuqala: Chaza izithameli, ithoni, ubude, kanye nefomethi esikhundleni sokufaka amagama angukhiye.

Iziqondiso zokulandelela: Hlaziya ngokuhlelwa okuthile; ungaqalisi kabusha yonke i-prompt njalo.

Ukugxeka: Buza ukuthi yini ebuthakathaka, bese ubhala kabusha ukuze ulungise lezo zikhala eziqanjwe ngamagama.

Gcina umongo: Hlala engosini ukuze imingcele iqongelelane, ngaphandle kokuthi isihloko sishintshe ngempela.

Yeka Ukwelapha I-AI Njenge-Google

Iningi labantu livula i-chatbot ngendlela efanayo naleyo abavula ngayo ibhokisi lokusesha. Thayipha umbuzo omfushane. Cindezela u-enter. Yeqa ingxenye yokuqala. Vala ithebhu. Bese behlikihla amahlombe bese bethi ithuluzi "lihle" noma "lijwayelekile" noma ngandlela thile ligcwele futhi alinambitheki kahle. Lowo mkhuba, ngokumelene nokulindela, yiwona wonke umbango.

Izinjini zokusesha zakhelwe ukuthola amagama angukhiye ngeshothi elilodwa. Ufaka amagama angukhiye, uthola inqwaba yezixhumanisi, hamba. Amamodeli engxoxo akhelwe izingxoxo - zokubuyela emuva naphambili, "linda, hhayi kanjalo," zokuqinisa imingcele kuze kube yilapho impendulo ifanelana nokuphila kwakho. Uma Uyeka Ukuphatha i-AI Njenge-Google, imodeli efanayo eyakunika uhlaka lokuqala olungenangqondo ngokuzumayo iqala ukuzwakala njengomuntu osebenza naye okhaliphile okhumbula lokho owakusho imiyalezo emithathu edlule.

Le ngxenye imayelana nezingxoxo nemiyalelo yokulandelela. Akuzona izimpendulo zomlingo. Akuzona amafomula ayimfihlo. Umjikelezo nje ongemuhle kodwa onamandla wokubuza , ukugxeka, ukuhluza, ukubuza futhi - nokuthi impendulo yokuqala evamile iba kanjani enhle kakhulu uma uyeka ukuphatha ingxoxo njengomshini wokuthengisa.

Kungani Imikhuba "Yokusesha" Eyodwa Ihluleka Engxoxweni

Ukucabanga kwesitayela se-Google kucabanga ukuthi umbuzo usuphelile. Uthayipha "imigqa yezihloko ze-imeyili engcono kakhulu yokufinyelela abantu ababandayo" bese ulindela uhlu lwamakhasi oluhleliwe. Kuqediwe. Ingxoxo ayisebenzi ngaleyo ndlela - noma kunalokho, ingazenza sengathi iyasebenza, kodwa uthola inguqulo yencwajana yezivakashi yempendulo. Izinga eliphezulu. Kuphephile. Kunobuntu obukhulu. Ngiphuthelwa izithameli zakho, ithoni yakho, nemingcele yakho yangempela.

Nansi into exakile: abantu basola imodeli uma ingxoxo ingazange yenzeke. Abakaze bathi "sithengisela abaphathi bezinkampani eziphakathi nendawo, hhayi izinkampani ezintsha." Abakaze bacele ukubhalwa kabusha okuzwakala kungathengisi kakhulu. Abakaze bacele iphasi lokuhlaziya. Ngakho-ke impendulo yokuqala izwakala njengekhophi yesithombe sesitoko.

Ngicabanga ukuthi ukuhlelwa kabusha okulula kakhulu yilokhu: umbuzo wokusesha uyisicelo sezindawo oya kuzo. Umlayezo wengxoxo uwumugqa wokuqala weseshini yokusebenza. Uma uphatha umugqa wokuqala njengomhlangano wonke, yebo - uzophuma uphethe amanothi abhakiwe kancane. 

• I-shot eyodwa ibuza ukuthi ungalambisi imodeli yomongo engakwazi ukuyisungula kahle.
• Imikhuba yamagama angukhiye amafushane ifihla umgomo wangempela (ifomethi, izethameli, imikhawulo, ithoni).
• Ukuvala ithebhu ngemva kwempendulo umuntu weqa iluphu yokuphindaphinda eyenza ikhwalithi igxume.

Yeka Ukuphatha I-AI Njenge-Google: Khuluma Njengomhlanganyeli

Ababambisene nabo abatholi i-brief yamagama amathathu bese bekhiqiza umsebenzi oqediwe. Babuza imibuzo ecacisayo - noma unikela ngezingcezu ezingekho ngaphambi kokuba baqagele. Amandla afanayo lapha. Tshela imodeli ukuthi ubhalela bani, ukuthi "kuhle" kubukeka kanjani, ukuthi yini okufanele uyigweme, nokuthi ufuna umphumela umi kanjani.

Empeleni, imiyalezo yokuqala emihle kakhulu ivame ukuzwakala inzima kancane. "Bhala okuthunyelwe okufushane kwe-LinkedIn mayelana nokuwina kwethu kokungena - kugcine kuthobekile, kungabi yinto ehlekisayo, ngaphansi kwamagama ayi-120, futhi ungalisho igama leklayenti." Lokho akuyona umbuzo wokusesha. Lokho kufushane. Imisho emifushane imema ukubambisana. Amagama angukhiye amema ukuqagela.

Uma uyeka ukuphatha i-AI njenge-Google, uqala ukushiya isikhala sokuba intambo iphefumule. Ucabanga ukuthi impendulo yokuqala iyisithombe esidwetshiwe. Impendulo yesibili iyisilungiselelo. Impendulo yesithathu iyisicwebezelisi. Lokho kulindela ngokwako kushintsha indlela ithuluzi elizwakala liwusizo ngayo - ngoba awusasikali uhlaka oluphelele njengokungathi luyinto yokugcina engenzeka. 

I-Iteration Loop Eguqula Isilinganiso Sibe Yi-Excellent

Kukhona indlela elula esebenza phakathi kokubhala, ukuhlela, usizo lokubhala amakhodi, izifinyezo zocwaningo - cishe noma yini oyenzayo efasiteleni lengxoxo:

• Buza ngencazelo ecacile (umgomo, izilaleli, imingcele, ifomethi).
• Funda ukuthi yini engekho, engalungile, noma engalungile kancane - hhayi nje ngenxa yamaphutha okubhala.
• Yala ngokulandelayo: mfushane, lola, shintsha indima, engeza izibonelo, nquma amagama asetshenziswayo.
• Hlaziya futhi uma kudingeka: "yini ebuthakathaka lapha?" bese ulungisa lawo maphuzu.
• Khiya ifomethi uma okuqukethwe kulungile (amachashazi, ithebula, iskripthi, uhlu lokuhlola).

Kuzwakala sengathi kunenqubo eningi kakhulu. Njengokufundisa umuntu ukuthi axoxe kanjani nomuntu osebenza naye othayipha ngokushesha. Kodwa yilelo iphuzu. Imodeli iyashesha; ukwahlulela kwakho kuyingxenyana engavamile. Ukuphindaphinda yindlela ofaka ngayo ukwahlulela ngaphandle kokubhala kabusha konke kusukela ekuqaleni.

Abantu bayayeqa iphasi lokugxeka kaningi kunalokho ongakuqagela. Babhala kabusha lonke icebiso esikhundleni sokuthi "lokhu kusemthethweni kakhulu - bakwenza kuzwakale njengenothi le-Slack kumuntu osebenza naye." Imiyalelo yokulandelela ishibhile kunokuyiqala kabusha. Yisebenzise. 

Umbuzo we-Google-Style vs Ukulandelwa Kwengxoxo

Ukuxoxa eceleni kusiza kakhulu kunezinye izindlela zokuncoma. Kufaka phakathi izinto ezincane ezingavamile - ngoba izingxoxo zansuku zonke zinezimo zazo ezingavamile.

Qaphela iphethini: ikholomu ethi "okushodayo" iyancipha njengoba uyeka ukufuna umlayezo wokuqala ophelele bese uqala ukuqondisa. Yilowo mdlalo wonke. 

Ngaphambi Nangemva: Indlela Imiyalelo Yokulandelela Eshintsha Ngayo Umphumela

Ake silandele isibonelo esibonakalayo kuphrozi - hhayi ucwaningo lwelabhorethri, uhlobo lwengxoxo oluvela lapho umuntu ekugcineni ehlisa ijubane.

Buza kuqala: "Bhala i-imeyili yokubhalisa yabasebenzisi abasha."

Impendulo yokuqala (ejwayelekile): Ukwamukelwa okujabulisayo, okuncane kwenkampani. Izigaba ezintathu. Izithembiso ezingacacile mayelana "nokuthola okuningi epulatifomu." Kungaba yingxenye yanoma iyiphi inkampani ye-SaaS emhlabeni. Kulungile. Kuyakhohlwa.

Ukulandelela 1: "Bhala kabusha abaphathi be-ops abamatasa. Kufushane. Hola ngesenzo esisodwa okufanele basithathe namuhla. Akukho 'kujabula ukukubona' uyisiwula."

Impendulo yesibili (engcono): Ivula ngesenzo. Isika i-padding. Isaqinile kancane; isebenzisa igama elithi "use" kanye okuyinto... engalungile.

Ukulandelela 2: "Kuzwakala sengathi ungumuntu osizayo eqenjini, hhayi umthengisi womkhiqizo. Shintsha amagama ezinkampani. Engeza umusho owodwa mayelana nokuthi ungalutholaphi uhlu lokuhlola lokusetha."

Impendulo yesithathu (enhle ngokwanele ukuthumela): I-CTA ecacile, ithoni yomuntu, inkomba ewusizo, ubude obufanela ibhokisi lokungenayo elijwayelekile. Imodeli efanayo. Ingxoxo ehlukile.

Lokho kusuka kwesilinganiso kuya kwesihle kakhulu akuveli egameni elingukhiye elihlakaniphile lokuvula. Kuvele emiyalweni yokulandelela ecacisa imikhawulo, ithoni, kanye nefomethi. Uma ukhumbula into eyodwa kuphela kulesi sihloko, yenza kube njalo. 

Amaphutha Avamile Okudubula Kanye (Nokuthi Yini Okufanele Uyenze Esikhundleni Salokho)

Ngibukele - kulungile, nami mathupha ngenze - isethi yamaphutha angalindeleka lapho abantu bephatha ingxoxo njengokusesha:

• Ukubeka amagama angukhiye. "amathiphu okubhala e-AI amahle kakhulu okukhiqiza amaqembu akude angu-202..." linda - akukho minyaka noma kunjalo. Iphuzu liwukuthi, isaladi yamagama angukhiye ayilingani nencazelo emfushane. Khuluma ngemisho.
• Ukwamukela isimo sokuqala. Uma ufuna uhlu lokuhlola futhi uthole indatshana, ungabubuli - cela uhlu lokuhlola.
• Ukufihla imingcele. Imikhawulo esemthethweni, izwi lomkhiqizo, amagama agqamile, "ungakhulumi ngabancintisana nabo" - yisho kusenesikhathi noma uzohlela unomphela.
• Ukuqala kabusha esikhundleni sokulungisa. Ingxoxo entsha yokulungisa okuncane ilahla umongo. Hlala kungxoxo ngaphandle kokuthi isihloko sishintshe ngempela.
• Akukho ulimi lokugxeka. "Yenza kube ngcono" kuyathandeka. "Sika isingeniso ngesigamu bese ushintsha izimangalo ngezibonelo" kuyindlela yokuqondisa.

Isifaniso esingajwayelekile esicishe sisebenze: ukuphatha ingxoxo njenge-Google kufana noku-oda ukudla ngokumemeza igama lesidlo kumpheki, bese ukhononda ngokuthi ipuleti akuyona iresiphi kagogo wakho. Awukaze uchaze iresiphi. Ukusekela - mhlawumbe leso isifaniso esingaphelele. Abapheki abawona ama-chatbot. Noma kunjalo: ukunambitheka okungacacisiwe kuthola izinongo ezijwayelekile. 

Izingxoxo Ezintsha, Inkumbulo Ekuzijwayezeni, kanye Nesikhathi Sokuqala Kabusha

Izingxoxo ziyisici esingabhekwa njengesihle. Ngaphakathi kwengxoxo, ungabhekisela "kuhlaka lwesibili," "sebenzisa ithoni efanayo nangaphambili," noma "gcina isakhiwo kodwa ushintshanise izibonelo." Lokho kuqhubeka yilokho amathebhu okusesha angakaze akunike khona.

Empeleni:

• Gcina umsebenzi ohlobene ku-thread eyodwa ukuze imingcele iqoqeke esikhundleni sokusetha kabusha.
• Fingqa ingqikithi emfushane ephakathi uma ithathe isikhathi eside - "zikhumbuze: izethameli X, ithoni Y, ifomethi Z."
• Qala ingxoxo entsha uma endala ixubene nemiyalelo ephikisanayo noma iphrojekthi ehluke ngokuphelele.

Abantu abaqali kabusha (futhi intambo iba yi-junk drawer) noma baqala kabusha yonke imiyalezo (futhi balahlekelwe yiyo yonke imikhawulo emihle). Kukhona indlela ephakathi nendawo. Yisebenzise. 

Indima, Umongo, kanye Nefomethi Yokukhipha - Abantu Abakhohlwa Yizikhohlisi

Ngale kokuthi "bhala lokhu," iziqondiso ezintathu zinquma ikhwalithi ngokuthula:

Indima. "Zenza njengomhleli ongabazayo" kuveza impendulo ehlukile kunethi "zenze njengommakethi oshisekayo." Indima akuyona i-cosplay yokuzijabulisa - iyindlela yokuchezukisa ukugxekwa kulokho okudingayo.

Umongo. Namathisela amanothi angaphelele, uhlaka olungakaqedwa, i-imeyili yangaphambilini ecishe yasebenza. Umongo udlula amagama ahlakaniphile. Njalo.

Ifomethi yokuphuma. Amachashazi vs izigaba vs ithebula vs iskripthi. Uma ungacacisi, uthola noma yini imodeli ezwakala ngayo ngalolo suku - okuwumoya ofana nowomuntu ohlala naye ongaguquki.

Zibeke esihlokweni esilandelayo uma uzikhohliwe kumyalezo wokuqala: "Kusukela manje kuqhubeke, phendula njengomhleli oqinile. Sebenzisa amanothi ami angezansi. Khipha uhlu lwezinhlamvu ezi-5 kuphela." Lokho akukhona ubunjiniyela obudlulele. Lokho ukuqondisa ithrafikhi. 

Ukugxeka Kudlula Futhi Kubhala Kabusha Ngaphandle Kokuqala Kabusha

Iphasi lokugxeka liwukuthi ucela imodeli ukuthi ihlole uhlaka lwayo ngokwemigomo yakho ngaphambi kokubhala kabusha. Isibonelo: "Bhala izindlela ezintathu lokhu okuphuthelwa ngazo yizithameli ezimatasa ze-ops. Bese ubhala kabusha ukuze ulungise lezo zintathu."

Leso sinyathelo siphoqelela ukucacisa. Imodeli kufanele isho izikhala - futhi ungaphikisana. Mhlawumbe icabanga ukuthi ithoni ayikhululekile kakhulu futhi ukhetha ukunganaki. Kuhle - khuluma. Manje ususebenzisana, awusebenzisi amandla amaningi.

Ukubhala kabusha imiyalelo esebenza kahle ekusebenzeni:

• "Gcina imibono; shintsha izwi kuphela."
• "Isakhiwo esifanayo; shintsha izimangalo ezingacacile ngezibonelo eziqondile."
• "Nciphisa u-30% ngaphandle kokulahlekelwa yi-CTA."
• "Nginike izinhlobo ezimbili: eyodwa ebukhali, enye eqaphile."

Ngicabanga ukuthi ikhono elibalulekile ukufunda ukukhuluma ngombhalo njengento. Ibanga liyasiza. Awuceli umlingo emshinini - uqondisa ukuhlela. 

Ukwakha Incwadi Yokudlala Yokulandelela Yomuntu Siqu

Ngemva kwezingxoxo ezimbalwa ezinhle, kuvela amaphethini. Zintshontshe kuwe. Gcina uhlu olufushane lwezinto ozophinda uzilandele:

• "Kujwayelekile kakhulu - engeza imikhawulo evela kumanothi ami."
• "Inselele lolu hlelo; yini eyophuka?"
• "Bhala kabusha ukuze uhlole ngokushesha; gqamisa izenzo."
• "Chaza sengathi ngihlakaniphile kodwa ngisanda kufika kulesi sizinda."
• "Fometha njengohlu lokuhlola engingalunamathisela ku-Notion."

Yilapho-ke i-Stop Treating AI Like Google iba umkhuba esikhundleni se-slogan. Uyeka ukufuna umbuzo ophelele bese uqala ukuqoqa izinyathelo zengxoxo. Sesha imivuzo amagama angukhiye ahlakaniphile. Imivuzo yengxoxo icacisa isiqondiso ngokuhamba kwesikhathi.

Ukuphambuka okuncane: Ngake ngazama "ukuthuthukisa" i-mega-prompt eyodwa ukuze ngingadingi ukulandelwa. Yayinde, ibuthakathaka, futhi ngandlela-thile isacacile ezindaweni ezibalulekile. Ngayishiya. Ukulandelwa kwaphumelela. Hhayi ngoba kuyimfashini - ngoba iqiniso linemininingwane oyiqaphelayo kuphela ngemva kokubona okubhaliwe. 

Ukubheka Ngokuseduze: Ukucacisa Imingcele Ngaphandle Kokuzwakala Kwerobhothi

Abantu bakhathazeka ngokuthi imiyalelo enemininingwane ibenza bazwakale sengathi bahlela izinhlelo. Cha. Khuluma ngendlela evamile. Izithiyo zingaba ezivamile:

"Ungazinaki noma yini ezwakala njengesitatimende sabezindaba. Uma umusho ungavela kubhulogi yanoma iyiphi inkampani, wususe. Gcina izibonelo zami ezingavamile - yizo eziyinhloko."

Lokho kuyisithiyo. Futhi kuyintando yethoni. Amamodeli asabela kangcono kulokho okushiwoyo kunalokho abantu abakulindele - inqobo nje uma lokho okuthandayo kunamathele ekucelweni okuqondile. Ukukhetha okuthambile kanye nomkhawulo onzima kuyashaya ngokwako.

Esinye isinyathelo esingahlonishwa kakhulu: tshela ukuthi impumelelo ibukeka kanjani emhlabeni wakho. "Impumelelo = umuntu engisebenza naye angasebenza ngaphandle kokungibuza umbuzo olandelayo." Kungazelelwe uhlaka luqala ukusebenza kakhulu futhi aluhlobisi kangako. Lusebenza kahle buthule. 

Ukubhekisisa: Lapho Imikhuba Ye-Google Isasiza

Kulungile - i-backtrack encane ukuze lokhu kungaphenduki kube yimfundiso. Ngezinye izikhathi ufuna incazelo esheshayo, uhlu lwezinketho, imephu engacacile yesihloko. Ukusebenzisa ingxoxo njenge-encyclopedia esheshayo imizuzwana engamashumi amathathu kulungile. Imodi yokwehluleka ukuhlala kuleyo modi yomsebenzi odinga ukwahlulela, izwi, kanye nokufaneleka.

Sebenzisa amagama athi "sesha" anjengokuthi "ukucela ukuqondisa". Shintshela engxoxweni uma ukhiqiza into ozoyithumela, oyithumelayo, noma ozoyinquma. Ukuzijwayeza vs ukukhiqiza - izinto ezahlukene. Ukuzixuba yindlela okhungatheka ngayo ngethuluzi ebelilinde umlayezo wakho wesibili. 

Ukubhekisisa: Ukufundisa Ikusasa Lakho Ngomuntu Ngemicu Egciniwe

Izingxoxo ezinhle ziwulwazi olungasetshenziswa kabusha. Uma ingxoxo igcina icindezelwe - ithoni, isakhiwo, isethi yemingcele - londoloza iphethini. Hhayi njengethempeli eliyimfihlo. Njengoba nje kuphawula: "Kuma-imeyili amakhasimende: hola ngesenzo, vimbela imisho engenalutho, cela ukugxekwa kudlule, bese uvala ubude."

Wakha incwadi yokusebenza yomuntu siqu yokusebenzisana nomlingani osheshayo, ongokoqobo, ozethemba ngokweqile ngezikhathi ezithile. Leyo yindlela yokuphila, hhayi ishadi lokulinganisa. Abantu abathola inani elihlanganisiwe abananhlanhla ngamamodeli - bavumelana kakhulu nokulandelela. 

Amanothi Okuvala / Izinto Ezibalulekile Okufanele Uzicabangele

Uma ungakuthathi okunye: yeka ukulinganisa impendulo yokuqala njengomkhiqizo. Yiphathe njengombhalo ongenalutho. Khuluma njengomuntu osebenzisana naye. Sebenzisa imiyalelo yokulandelela ukuze wengeze izethameli, ithoni, imikhawulo, kanye nefomethi. Sebenzisa iphasi lokugxeka. Phindaphinda kuze kube yilapho into isithunyelwa.

Imikhuba yokusesha yayinengqondo ngezixhumanisi. Ingxoxo yemivuzo yengxoxo. Uma usuyifundile, amathuluzi afanayo azizwa engasafani namathikithi elotho kodwa azizwa njengomsizi okhaliphile odinga - futhi ofanelwe - isiqondiso.

• Igama elingukhiye elisetshenziswa kanye kuphela libuza ukuthi likhiqiza ama-first draft ajwayelekile.
• Ukulandelela kanye nokudlulisa ukugxekwa yilapho ikhwalithi ikhuphuka khona.
• Indima, umongo, kanye nefomethi yokukhipha kuyizinto ezisebenzisa amandla aphezulu.
• Hlala ezingxoxweni ezikhiqizayo; qala kabusha uma ingxoxweni inomsindo.
• Yakha incwadi encane yokulandelela oyisebenzisa kabusha ngamabomu.

Ngesikhathi esizayo iminwe yakho iluma ukuthayipha umbuzo wamagama amathathu ku-chatbot, misa isikhashana. Nika isikhashana. Lindela umdwebo. Qonda. Yileyo ndlela isilinganiso esiba ngcono ngayo - hhayi ngokufisa ukuthi impendulo yokuqala ibe ephelele, kodwa ngokwenqaba ukuhamba ngemva kokuba ifikile. 

Isibonelo esiwusizo: Ukuguqula i-imeyili yokungena eyodwa ibe yintambo yemiyalezo emithathu

Isimangalo salesi sihloko sifika kanzima uma ubuka imodeli efanayo ikhiqiza ikhophi engakholeki, bese kuba uhlaka oluthunyelwayo, ngaphandle kokushintsha amathuluzi - kuphela indlela okhuluma ngayo nayo. Nasi isixazululo esiqondile esisetshenziswa yi-UK SaaS ukuze kumiswe ukuphathwa kwe-AI njenge-Google ku-imeyili yokubhalisa yamasonto onke.

Isimo

UPriya uthumela i-imeyili yosuku olulodwa kumakhasimende amasha e-ops-manager. Kwaphela izinyanga ethayipha "bhala i-imeyili yokubhalisa yabasebenzisi abasha" ku-chatbot, waphendula impendulo ejabulisayo yenkampani, waphefumula, futhi wabhala kabusha iningi layo ngesandla. Impendulo yokuqala yayizwakala njengenye inothi lokwamukela le-SaaS emhlabeni: ngijabule ukuba nawe, uthola okuningi epulatifomu, izixhumanisi eziwusizo kancane.

Akadingi isixwayiso esikhulu esiyimfihlo. Udinga iseshini yokusebenza emfushane: isifinyezo esicacile, ukulandelwa kokugxekwa okukodwa, ukulandelwa kokupholisha okukodwa - bese kuba ukuthumela komuntu. Impendulo yokuqala iyisikeshi. Impendulo yesibili iyisihleli. Impendulo yesithathu iyisipolisha.

Umgomo umlayezo umphathi we-ops omatasa angathatha isinyathelo ngawo ngaphansi komzuzu, hhayi ukwamukelwa kwesitatimende sabezindaba.

Lokho okudingwa umsizi

• Ubani umfundi (abaphathi bezinhlelo zokusebenza abamatasa, hhayi abasunguli bezinhlelo ezintsha)
• Isinyathelo esisodwa okufanele basithathe namuhla (isib. vula uhlu lokuhlola lokusetha)
• Imithetho yethoni: ukuthobeka, akukho "ukujabula ukuba nawe," akukho zithembiso ezingenalutho
• Imikhawulo eqinile: ubude, amagama avinjelwe, okungafanele kusungulwe (izici, ama-SLA, izaphulelo)
• Ukuzimisela ukuhlala kungxoxo efanayo izikhathi ezimbili zokulandelela esikhundleni sokuvula ingxoxo entsha isikhathi ngasinye
• Umuntu oqinisekisa izixhumanisi nezimangalo ngaphambi kokuthumela

Isibonelo semiyalelo

Umlayezo 1 - omfushane (hhayi ukusesha amagama angukhiye): Bhala i-imeyili emfushane yokungenisa abasebenzisi abasha. Izithameli: abaphathi be-ops abamatasa. Hola ngesenzo esisodwa okufanele basithathe namuhla: vula uhlu lokuhlola lokusetha eSikhungweni Sosizo. Gcina luthobekile, ngaphansi kwamagama ayi-120, akukho ukugoqa "okujabulisayo ukuba nawe". Ungaqambi izici zomkhiqizo. IsiNgisi sase-UK. Umphumela: umugqa wesihloko + umzimba we-imeyili kuphela.

Umlayezo 2 - qondisa: Bhala kabusha ukuze unciphise intengo. Kuzwakala njengomlingani osizayo eqenjini, hhayi umthengisi womkhiqizo. Shintsha amagama ezinkampani (akukho "ukusetshenziswa," akukho "inzuzo"). Gcina isenzo namaqiniso afanayo. Sika noma yini engavela kubhulogi yanoma iyiphi inkampani.

Umlayezo 3 - hlaziya bese ukhiya: Bhala izindlela ezintathu lokhu okusaphuthelwa ngazo yizithameli ezimatasa ze-ops. Bese ubhala kabusha ukuze ulungise lezo zintathu. Ifomethi yokukhiya: isihloko + umzimba ngaphansi kwamagama ayi-120, i-CTA eyodwa ecacile, umusho owodwa okhomba ohlwini lokuhlola lokusetha.

Indlela yokuyihlola

• Qhathanisa i-ask yesitayela se-Google ("amathiphu e-imeyili okungena") nentambo yemiyalezo emithathu engenhla usebenzisa imodeli efanayo nosuku olufanayo.
• Ngemva komyalezo 1, buza: "Yimiphi imingcele engingakunikanga yona okwakufanele uyiqagele?" Sebenzisa impendulo ukuqinisa umyalezo 2.
• Ikesi lomphetho: hlala ngaphakathi kwengxoxo bese uthi "gcina isakhiwo; shintsha ithoni kuphela." Qinisekisa ukuthi ayiqali kabusha ibe ukwamukela okuvamile.
• Icala le-Edge: vula ingxoxo entsha ngomkhuba wokuqala wamagama amathathu kuphela bese uqaphela ukuthi ulahlekelwa umongo ongakanani.
• Ukuhlolwa kokwamukelwa ngaphambi kokuthunyelwa: (1) kuqala ngesenzo sanamuhla, (2) ngaphansi kwamagama angu-~120, (3) akukho misho yokugcwalisa evinjelwe, (4) inkomba yohlu lokuhlola ekhona, (5) azikho izici ezisunguliwe, (6) wena ngokwakho uchofoza isixhumanisi.

Umphumela

Umphumela obonisayo (isibonelo sokulinganisa i-imeyili yokungenisa yamasonto onke yomholi we-CS oyedwa, hhayi ucwaningo olushicilelwe): Kuzo zonke izikhathi ezingu-6 zokuthumela masonto onke, isikhathi kusukela "ku-blank draft" kuya "ku-ready for human fact-check" sehle sisuka ku-median yemizuzu engaba ngu-20 (i-one-shot prompt + heavy rewrite) saya ku-8 imizuzu nge-short → steer → critique loop. Ukuqinisekiswa kwabantu kwezixhumanisi nezimangalo kusathatha cishe imizuzu emi-3 nge-imeyili ngayinye, ngakho-ke ukonga okunetha kwakucishe kube yimizuzu engu-9 ngayinye, noma cishe imizuzu engu-54 kuwo wonke amasonto ayisithupha. Kuhlu lokuhlola lokwamukela (isenzo-kuqala, ubude, akukho opener padded, i-checklist pointer, akukho izici ezisunguliwe), ama-draft angu-5 kwangu-6 adlulisiwe ekubuyekezweni kokuqala komuntu uma kuqhathaniswa ne-1 kwangu-6 ama-drafts e-one-shot. Imikhawulo: isampula encane, umbhali oyedwa, uhlobo olulodwa lwe-imeyili; amasonto alula anciphisa igebe; isikhathi sasihlanganisa ukufunda izimpendulo zemodeli kodwa hhayi ukuphazamiseka kwe-Slack.

Ukuze ulinganise inguqulo yakho: beka isikhathi sama-draft angu-5 angathunyelwa ngomkhuba wakho wamanje we-one-shot, bese kuba ngu-5 ngentambo yokulandelela ehleliwe enama-follow-up amabili, faka amaphuzu ngalinye ngohlu lokuhlola olufanayo, bese ubika ama-median kanye nezinga lokuphasa eliboniswe yi-denominator.

Yini engase ihambe kabi

• Ukuvala ithebhu ngemva kwempendulo yokuqala: Ubeka umdwebo ezingeni njengomkhiqizo bese usola imodeli.
• Ukufaka amagama angukhiye: "amathiphu amahle kakhulu okufaka i-imeyili ku-inthanethi, ukusebenza kahle kokukhiqiza..." kusewumkhuba wokusesha ebhokisini lengxoxo.
• Ukugxekwa okungathandeki: "Yenza kube ngcono" akuniki ndawo yokuqondisa. Qamba igama elingalungile (ithoni, ubude, i-CTA).
• Ukuqala kabusha konke ukulungisa: Izingxoxo ezintsha zilahla imingcele osuvele uyitholile.
• Izingxoxo zokulahla udoti: Imiyalelo ephikisanayo iyanqwabelana - qala kabusha lapho isihloko sishintsha ngempela.
• Ukweqa ukuqinisekiswa: Uhlaka oluzwakala njengolungumuntu lusengasungula isici noma luphule isixhumanisi.

Ukudla okuwusizo

Ukusesha kuvuza umbuzo ohlakaniphile. Ingxoxo ivuza isikhashana, ukuqondisa, kanye nokudlulisa kokugxeka. Uma uyeka ukuphatha i-AI njenge-Google, uyeka ukufuna umlayezo wokuqala ophelele bese uqala ukusebenzisana okufushane: buza, funda ukuthi yini engekho, fundisa, khiya ifomethi. Imodeli efanayo. Ingxoxo ebukhali. Yileyo ndlela ikhophi evamile ethunyelwa ngayo ngoMsombuluko ekuseni.

Imibuzo Evame Ukubuzwa

Kusho ukuthini ukuthi ukuyeka ukuphatha i-AI njenge-Google?

Kusho ukuyeka ukusebenzisa ama-chatbot njengebhokisi lokusesha elifushane - amagama angukhiye amafushane, susa ingxenye yokuqala, vala ithebhu. Izinjini zokusesha zithola izixhumanisi; amamodeli engxoxo akhelwe izingxoxo, ahambahambayo, futhi aqinisa imingcele kuze kube yilapho impendulo ifanelana nempilo yakho. Phatha umlayezo wokuqala njengokuqala kweseshini yokusebenza, hhayi wonke umhlangano. Lolo shintsho yilona oluguqula uhlaka lokuqala olungenalutho lube yinto ezwakala njengomuntu osebenza naye okhaliphile.

Kungani imibuzo yesitayela se-Google ephuma kanye nje ihluleka engxoxweni?

Ukucabanga kwesitayela se-Google kucabanga ukuthi umbuzo usuphelile, ngakho uthola impendulo yencwajana yabavakashi: izinga eliphezulu, kuphephile, futhi uphuthelwa izithameli zakho, ithoni, kanye nemingcele yangempela. Abantu bavame ukusola imodeli uma bengakaze babelane ngokuthi babhalela bani, bengakaze bacele ukubhala kabusha okungathengisi kakhulu, futhi bengakaze basebenzise iphasi lokugxeka. Umbuzo owodwa uqeda amandla imodeli yomongo engakwazi ukuyisungula kahle, bese uvala ngemva kwempendulo umuntu eqa ukuphindaphinda okuphakamisa ikhwalithi.

Ngingakhuluma kanjani ne-AI njengomuntu osebenzisana naye esikhundleni senjini yokusesha?

Nikeza amagama angukhiye amafushane, hhayi angukhiye: ukuthi ubhalela bani, ukuthi "kuhle" kubukeka kanjani, ukuthi yini okufanele uyigweme, nokuthi ufuna umphumela wakheke kanjani. Imiyalezo yokuqala engacacile ezwakala njengemisho yangempela imema ukubambisana; izitaki zamagama angukhiye zimema ukuqagela. Cabanga ukuthi impendulo yokuqala iyisikeshi, impendulo yesibili iyisihleli, kanti impendulo yesithathu iyisicwebe - ngakho-ke uyeka ukulinganisa uhlaka oluphelele njengolufanele ukulethwa.

Iyini i-iteration loop ephendula izimpendulo ze-AI ezijwayelekile zibe yizimpendulo ezinhle kakhulu?

Buza ngencazelo ecacile (umgomo, izilaleli, imikhawulo, ifomethi), bese ufunda ukuthi yini engekho noma engalungile kancane. Yala ngokulandelayo - nciphisa, lola, shintsha indima, engeza izibonelo, nquma amagama asetshenziswayo - bese uhlaziya futhi uma kudingeka ("yini ebuthakathaka lapha?"). Khiya ifomethi uma okuqukethwe kulungile. Imiyalelo yokulandelela ibiza kancane kunokubhala kabusha lonke icebiso kusukela ekuqaleni.

Imiyalelo yokulandelela iwushintsha kanjani uhlaka lwe-imeyili lokungena?

I-"write an onboarding email" engacacile ivame ukubuyisa i-padding yenkampani ejabulisayo engaba ngeyanoma iyiphi inkampani ye-SaaS. Ukulandelela okuqondiswe kubaphathi be-ops abamatasa, kuholele esenzweni sanamuhla, futhi kuvimbele ukugcwalisa okungenalutho kuba mfushane futhi kucace. Enye ipasi ecela ithoni yomlingani weqembu, ishintshana ngamagama ezinkampani, futhi ingeze inkomba yohlu lokuhlola ukusetha ingenza imodeli efanayo ikhiqize uhlaka oluthunyelwayo. Ukuxhuma kuvela engxoxweni, hhayi igama elingukhiye lokuqala elihlakaniphile.

Yimaphi amaphutha okufanele ngiwagweme uma ngisebenzisa ingxoxo yesitayela se-ChatGPT?

Gwema ukuhlanganisa amagama angukhiye esikhundleni sokukhuluma ngemisho, ukwamukela isimo sokuqala lapho ufuna uhlu lokuhlola, nokufihla imikhawulo efana nezwi lomkhiqizo noma i-word caps. Ukuqala kabusha ingxoxo entsha yokulungiswa okuncane kulahla umongo; hlala kungxoxo ngaphandle kokuthi isihloko sishintshe ngempela. Faka esikhundleni se-mushy "yenza kube ngcono" ngeziqondiso ezithile njengokusika isingeniso noma ukufaka izibonelo esikhundleni sezimangalo.

Kufanele ngihlale nini engxoxweni ye-AI uma ngiqala kabusha?

Gcina umsebenzi ohlobene ku-thread eyodwa ukuze imingcele iqoqeke - ungabhekisela "ku-draft yesibili" noma "ithoni efanayo nangaphambili." Fingqa i-midth emfushane uma ithathe isikhathi eside. Qala ingxoxo entsha lapho imiyalelo iphikisana noma iphrojekthi ishintshe ngempela. Indlela ephakathi igwema izintambo ze-junk-drawer kanye nokusetha kabusha imingcele emihle kuyo yonke imilayezo.

Yiziphi izinto ezibaluleke kakhulu ngemva kokuyeka ukusebenzisa i-AI njenge-Google?

Indima ikhetha ukugxekwa - "umhleli ongabazayo" uhlukile "kumkhangisi oshisekayo." Umongo udlula amagama ahlakaniphile: namathisela amanothi, izinhlaka, noma i-imeyili yangaphambilini ecishe yasebenza. Ifomethi yokuphuma - izinhlamvu, ithebula, iskripthi, uhlu lokuhlola - imisa ukungahambisani okufana nokwabantu ohlala nabo. Ungazifaka kokulandelayo uma uzikhohliwe kumyalezo wokuqala: indima, amanothi angezansi, kanye nefomethi yohlu lokushaya kuphela.

Amaphasi okugxeka angisiza kanjani ukuthi ngibhale kabusha ngaphandle kokuqala kabusha?

Cela imodeli ukuthi ihlole uhlaka lwayo ngokwemigomo yakho ngaphambi kokubhala kabusha - isibonelo, bhala izindlela ezintathu eziphuthelwa ngazo yizithameli ezimatasa ze-ops, bese ulungisa lezo zintathu. Lokho kuphoqa izikhala eziqanjwe ngamagama ongavumelana nazo noma ongavumelani nazo. Izinyathelo ezinamandla zokubhala kabusha zifaka phakathi ukugcina imibono ngenkathi ushintsha izwi, ukufaka esikhundleni sezimangalo ezingaqondakali ngezibonelo, ukunciphisa ubude ngaphandle kokulahlekelwa yi-CTA, noma ukucela izinhlobo ezimbili ezinelebula.

Kunini lapho kusalungile ukusebenzisa i-AI njengokusesha okusheshayo?

Izincazelo ezisheshayo, uhlu lwezinketho, noma imephu yesihloko esingacacile sokuqondiswa kulungile imizuzwana engamashumi amathathu. Imodi yokuhluleka iwukuhlala kuleyo modi yomsebenzi odinga ukwahlulela, izwi, kanye nokulingana. Sebenzisa ukusesha okufana nokucela ukuqondiswa, bese ushintshela engxoxweni lapho uzothumela khona, uthumela, noma unquma khona. Amagiya ahlukene - ukuwaxuba yindlela okhungatheka ngayo ngethuluzi elilinde umlayezo wakho wesibili.

Izinkomba

1. I-OpenAI — help.openai.com
2. I-OpenAI - developers.openai.com
3. I-Anthropic — platform.claude.com
4. UClaude — claude.com
5. I-Google AI — ai.google.dev