Igisubizo kigufi: Incamake nziza ifite ibice bine: Igikorwa, Imiterere, Inzitizi, n'Umusaruro. Iyo uvuga inshinga isobanutse neza, tanga inyuma uzi wenyine, shyiraho imiterere n'uburebure, kandi ukandika imiterere, icyitegererezo cyuzuza ubusa buke kandi ubona amakosa make yoroshye.
Ibintu by'ingenzi byakunzwe:
Igikorwa cya mbere: Tangira n'inshinga ifatika, ntabwo ari "mfashe" isobanura neza.
Ibijyanye n'ibyo: Sangiza abareba, intego, n'ibintu umuntu utazi neza yakenera.
Inzitizi zikomeye: Shyiraho uburebure, ijwi, n'impande zigomba kwirindwa aho "guhindura neza."
Ibisohoka bisobanutse: Sobanura ibice, ibirango, cyangwa imbonerahamwe kugira ngo imiterere idasigara ku bw'impanuka.
Urupapuro rwuzuye: Shyira ibice byose bine hamwe; imiterere iruta interuro z'ubwenge.

Ingingo ushobora gukunda gusoma nyuma y'iyi:
🔗 ChatGPT, Claude, Gemini: Itandukaniro ni irihe?
Gereranya abafasha bakomeye mu bijyanye n'ubuhanga bwo gukora imibonano mpuzabitsina (AI) hanyuma wumve itandukaniro ryabo ry'ingenzi.
🔗 Mu by'ukuri ubuhanga bwo gukora ibintu mu buryo bw'ubwenge (AI) ni iki?
Sobanukirwa ubwenge bw'ubukorano binyuze mu bisobanuro byoroshye kandi bifatika.
🔗 Ikigo cy'amakuru cya AI ni iki?
Menya uburyo ibigo by'amakuru byongera imbaraga mu buryo bugezweho bw'ubutasi bw'ubukorano.
🔗 Ese ubuhanga bwo gukora imibonano mpuzabitsina (AI) ni ubwo kwizerwa?
Suzuma uburyo bwo gukora imibonano mpuzabitsina, aho idashobora kugera, uburyo bwo gukora imibonano mpuzabitsina neza, n'ingaruka zikunze kubaho.
Impamvu imiterere yihuse irusha amagambo y'ubwenge
Abantu bakunda gushaka "interuro zikomeye." Gukina nk'uwahawe igihembo cya Nobel. Tekereza intambwe ku yindi. Bisa n'ibidasanzwe. Ibyo bishobora gufasha gato - rimwe na rimwe - ariko ni ibirungo, ntabwo ari ifunguro. Ifunguro ni imiterere.
Iyo amabwiriza yawe arimo akazi gasobanutse neza, imiterere ihagije, inzitizi zumvikana, n'uburyo bwo gutanga umusaruro busobanutse neza, moderi iba ifite ibibura bike byo guhanga. Ubwo bwisanzure burabohora bucece. Ureka gusaba AI kuba umunyabwenge ugatangira kuyibwira uko "ubwenge" bumeze kuri aka kazi.
Hari n'ibindi bisobanuro bike bigaragara hano: uruhare, ijwi, uburebure, ingero, ingero nke, ingero zisubirwamo. Byose bihurira mu bice bine mu buryo bumwe. Uruhare akenshi rubaho mu gikorwa cyangwa mu miterere. Ijwi n'uburebure biri kumwe n'inzitizi cyangwa umusaruro. Ingero zishobora kongeramo Imiterere cyangwa umusaruro. Isubiramo ni byo ukora nyuma y'uko inyandiko ya mbere iguye ku ruhande.
Yego rero - amagambo ni ingenzi. Imiterere ni ingenzi cyane.
Ibice bine by'incamake y'ubuhanga bwo gukora imibonano mpuzabitsina (AI)
Mbere yuko dushakisha cyane, dore uko bigenda ku birebana n'inshingano, imiterere, inzitizi, n'umusaruro. Komeza iyi mbonerahamwe hafi; ni verisiyo y'inyandiko yose.
| Igice | Icyo ikora | Urugero rudakomeye | Urugero rukomeye | Ikosa risanzwe |
|---|---|---|---|---|
| Umukoro | Ibwira ikigo cy’ubutasi (AI) icyo gukora | "Ubufasha kuri imeri yanjye" | "Ongera wandike iyi imeri ikonje kugira ngo uhamagare iminota 15" | Gusaba "ubufasha" aho gusaba inshinga |
| Ibisobanuro | Itanga amakuru arambuye ku buryo icyitegererezo kidashobora guhanga neza | "Ni iby'akazi" | "Abareba: abayobozi bahugiye mu bikorwa bitandukanye mu bigo biciriritse bya SaaS basanzwe bakoresha urwego rwacu rw'ubuntu" | Dufashe ko AI izi ubucuruzi bwawe |
| Imbogamizi | Ashyiraho imbibi: ijwi, uburebure, gukora/kutubahiriza | "Bikore neza" | "By'inshuti ariko ntabwo ari ibyo kugurisha; munsi y'amagambo 120; nta bimenyetso by'indangururamajwi" | Amagambo meza kandi adafite impande |
| Umusaruro | Isobanura imiterere y'igisubizo | "Subiza gusa" | "Mpa imirongo itatu y'ingingo, hanyuma umpe umubyimba wa imeri, hanyuma umpe PS ngufi" | Gusiga imiterere ku bw'amahirwe |
Reba uburyo ingero zikomeye zisa n'izisobanutse neza. Iyo ni yo ngingo. Gusobanura neza si ibintu bitangaje. Gusobanura neza ni byo bituma umuntu asobanukirwa neza.
Igice cya 1: Igikorwa - Inshinga Itangira Byose
Igikorwa ni akazi. Igikorwa. Icyo ushaka ko gikorwa. Tangira n'inshinga ikomeye: andika, wandike bundi bushya, vuga muri make, gereranya, unenga, garagaza, hindura, kuraho, urwego, umushinga.
"Mfasha mu..." ntabwo ari akazi. Ni ugukora amajosi yambaye ikoti ry'umukara. Umudeli azabitekereza; rimwe na rimwe ibyo atekereza ni byiza, rimwe na rimwe ubona ikiganiro cya TED utigeze utumiza.
Imirimo myiza iba yihariye ku buryo umuntu wimenyereza umwuga yamenya icyo agomba gutangira mbere. Imirimo mibi isa n'aho ari inyandiko ikomeye wanditse saa sita z'ijoro.
- Intege nke: "Kora ikintu ukoresheje iyi nyandikomvugo."
- Stronger: "Muri make iyi nyandiko mu ngingo eshanu z'ibyemezo byo gufata icyemezo mu nama y'ibicuruzwa."
- Ibyiza kurushaho: "Kuramo ingingo z'ibikorwa, ba nyir'ibintu, n'itariki ntarengwa muri iyi nyandiko; shyira akamenyetso ku kintu cyose kitarafatwaho umwanzuro."
Inshingano zishobora no kuba hano. "Ifate nk'umwanditsi ushidikanya" ni uburyohe bw'akazi - bugira uruhare mu mikorere y'akazi. Ntukemere ko ikinamico isimbura inshinga ifatika. "Uri umwanditsi w'icyamamare ku isi..." hatabayeho "kwandika iyi paji H1" ni cosplay, si icyerekezo.
Ikindi kintu kimwe. Niba ufite imirimo myinshi, vuga. Uyishyire mu mibare. Abanyamideli bakunda amabwiriza afite imibare; abantu nabo barayakunda, akenshi kuruta uko abantu babyemera.
Igice cya 2: Ibikubiye mu nkuru - Ibintu Uzi Gusa
Incamake ni inyuma. Abareba. Intego. Uko ibintu bimeze. Ibyemezo byabanje. Ijwi ry'ikirango ritandukanye. Izina ry'imbere ry'igicuruzwa cyawe ridasanzwe. Ikintu cyose umuntu utazi yakenera mbere yuko atangira kwandika.
Nakundaga gusimbuka iki gice buri gihe. Nasigaga inyandiko mvuga ngo "bikore neza," hanyuma nkarakara iyo "byiza" bivuze ubusizi rusange bwa LinkedIn. Icyitegererezo ntabwo cyari gikomeye. Nari mbyishe inzara.
Ibisobanuro bikomeye akenshi biba birimo:
- Ni nde uzasoma cyangwa uzakoresha ibisubizo
- Ni iyihe ntsinzi igaragara kuri iki kibazo cyihariye?
- Ibintu bifatika, amagambo ahinnye, cyangwa inyandiko y'umwimerere
- Icyo wamaze kugerageza
- Amagambo akoreshwa mu nganda wifuza ko agumaho - cyangwa akicwa
Incamake ni naho ingero nke ziboneka zikunda. Shyiraho ingero ebyiri ngufi z'ijwi ukunda. Vuga iri hafi. Abanyamideli basubiza mu buryo butangaje "bakunda cyane urugero rwa A, badakunda cyane urugero rwa B."
Igihe cy'ikigereranyo - kandi iki kintu ntigitunganye, rero mwihangane. Imiterere ni nko guha umuntu ibikoresho n'ikarita yo guteka, ntabwo ari ugutera hejuru ngo "teka ikintu cy'Abataliyani." Tegereza - nabyo ntabwo ari byiza, kuko Umukoro ni ikarita yo guteka ... Sawa. Ongera utangire. Imiterere ni ahantu ho kubika. Umukoro ni isahani. Imiterere ni amategeko agenga imirire. Umusaruro ni ugushyiramo ipasi. Biri hafi bihagije.
Ntugapfe inkuru y'ubuzima bwawe bwose. Sukamo igice cy'ingenzi. Imiterere myinshi ishobora kubangamira akazi; bike cyane bituma umuhanga mu by'imyitwarire ahimba ikigo cy'impimbano gicuruza "ibisubizo by'ubufatanye."
Igice cya 3: Imbogamizi - Ingamba zo kurinda zigufasha kuzigama umwanya
Imbogamizi ni uruzitiro. Imbibi z'uburebure. Ijwi. Ibintu ugomba kwirinda. Urwego rwo gusoma. Amategeko cyangwa ikirango ntaho bihuriye. "Ntugahimbe imibare." "Nta emojis mu nyandiko ya nyuma" - tegereza, ibyo byaba ari ibisekeje muri iyi nkuru, bityo rero irengagize ibyo ubu.
Nta mbogamizi, moderi irakora neza kugira ngo igaragare neza. Ifasha akenshi bivuze ndende. Irekure akenshi bivuze ko yashyizwemo udupfundikizo. Ifite udupfundikizo akenshi bivuze ko umara iminota icumi ukata.
Inzitizi zikomeye zigaragara gutya:
- Bika munsi y'amagambo 200
- Ijwi: imvugo isanzwe, ubwenge buke, nta mvugo ikoreshwa mu masosiyete
- Ntuvuge amazina y'abo bahanganye
- Koresha imyandikire y'Abongereza
- Dufate ko umusomyi azi izina ry'igicuruzwa cyacu
Inzitizi nke zisa nka "kugira ngo zibe iz'umwuga" cyangwa "kugira udushya." Izo ni imitekerereze, si imipaka. "Umwuga" ukeneye igipimo cyihariye. "Guhanga" bisaba icyerekezo - imivugo idasanzwe cyangwa amatangazo ateye ubwoba, urugero.
Imbogamizi kandi zikubiyemo inzira zo kwirinda ku bwenge bwawe. "Niba amakuru abuze, mumbaze ibibazo bitatu bisobanuka mbere yo kwandika." Uwo murongo umwe ushobora guhagarika umurongo w'ibitekerezo utari uhari. Igitangaje ni uko utari ukwiye guhabwa agaciro gakomeye.
Incamake imwe: mbere navuze ko gusobanuka byoroshye. Imbogamizi nazo zishobora kugaragara zoroshye. Ni byiza. Uruzitiro rworoshye rutuma intama ziguma mu gasozi ... cyangwa ikindi kigereranyo cy'ubuhinzi nakoresheje. Urabyumva.
Igice cya 4: Umusaruro - Bwira uko wabitanga
Umusaruro ni ishusho. Imiterere. Ibice. Ibirango. Imbonerahamwe. Ubucucike bw'amasasu. Waba ushaka amahitamo cyangwa verisiyo imwe ya nyuma.
Iyo usibye Output, ubona igisubizo "gisanzwe" icyo ari cyo cyose model ibona. Hari igihe icyo ari cyo cyose kiba ari memo itunganye. Hari igihe kiba ari igitabo gishya gifite imitwe y'ibice. Hari igihe kiba ari urutonde rw'inama ndwi igihe ukeneye paragarafu imwe kuri slide.
Byandike neza:
- "Garura imbonerahamwe y'inyuguti irimo inkingi: Igitekerezo, Ihuha, Ingaruka."
- "Mpa amahitamo atatu yanditseho A/B/C, hanyuma ungire inama imwe."
- "Imiterere: Hook (umurongo 1), Umubiri (paragarafu 3 ngufi), CTA (umurongo 1)."
- "Kohereza imeri ya nyuma gusa - nta nteruro."
Icyo cya nyuma ni ingenzi. Abanyamideli bakunda amagambo y'ibanze. "Yego rwose! Dore verisiyo yahinduwe..." Niba udashaka agapapuro k'amagambo, vuga. Bikubabaza cyane ku nshuro ya mbere wanditse "nta magambo y'ibanze," ntuzongera gusubira inyuma.
Umusaruro ni naho uburebure n'imiterere bihurira. Ushobora kugabanya uburebure mu bipimo kandi ukagena uko ibice bikurikirana mu musaruro. Guhuza ni byiza. Gusubiramo mu byo wasabye bihendutse kuruta kongera kubisubiramo nyuma.
Uburyo Ibice bine by'Umuvuduko Ukomeye Bikorana
Buri gice kimwe kimwe kirafasha. Hamwe, birahuza. Igikorwa kidafite Incamake ni ugutera umutego mu buryo butari bwo. Incamake idafite Inzitizi ni ahantu ho gushakisha. Inzitizi zidafite Isohoka ni akazu keza katagira umuryango. Isohoka ridafite Ivuka ni ... gushushanya umwuka.
Incamake yuzuye irabishyiraho mu buryo busomeka. Incamake yanjye isanzwe ni Task, hanyuma Context, hanyuma Constraints, hanyuma Output - kuko ibyo bihuye n'uburyo umuntu yabwira mugenzi we. Ushobora guhinduranya niba ubwonko bwawe bukora mu buryo butandukanye. Ibaze byose uko ari bine.
Dore agasanduku gato kuzuye:
- Igikorwa: Tegura ubutumwa bukurikira nyuma yo kwerekana uko ibintu bimeze.
- Ibikubiye muri iyi nyandiko: Prospect ni Umuyobozi w’Ishami rishinzwe Ubufasha mu kigo cy’abantu 40; bakunze uburyo bwacu bwo gukora porogaramu ariko bahangayikishijwe n’igihe cyo kuyishyiraho.
- Imbogamizi: Munsi y'amagambo 100; ubushyuhe; nta mvugo isaba igitutu; vuga ko kwinjira mu ndege bimara amasaha abiri.
- Umusaruro: Umurongo w'ingingo + umubiri mugufi + ikibazo kimwe cyoroshye cya CTA.
Ibyo si ibintu bitangaje. Ni ibintu byuzuye. Ubusembwa buruta ubwenge hafi ya buri gihe. Ndatekereza ko ari yo ngingo yose y'iki gikorwa yambaye ingofero nto.
Mbere na Nyuma: Ikibazo kimwe, Ibisubizo bitandukanye cyane
Reka dushyireho urugero rw'ingenzi, rwa buri munsi. Tekereza ukeneye ibisubizo by'ibibazo bibazwa ku rubuga.
Mbere (ibiryoshye):
"Andika ibibazo bikunze kubazwa ku gikoresho cyacu cyo kwandika ubuhanga bwa AI."
Ibisubizo biragaragara: ibibazo rusange, ibirego byuzuye, n'ijwi risa n'irindi mbuga za SaaS ku isi. Uzandika kimwe cya kabiri cyabyo.
Nyuma (byubatswe mu buryo buteye):
Igikorwa: Andika ibisubizo by'ibibazo bikunze kubazwa ku rubuga rwacu rw'ubufasha mu kwandika inyandiko za AI.
Ibikubiye muri urwo rubuga: Abaguzi ni abakora ubucuruzi bw'abikorera ku giti cyabo n'ibigo bito. Impaka zikomeye: kugenzura ubuziranenge, ijwi ry'ikirango rihoraho, no kumenya niba risimbura abanditsi. Izina ry'igicuruzwa: DraftNest. Dushimangira guhindura ibintu mu buryo bw'umuntu, ntabwo ari autopilot yuzuye.
Imbogamizi: Ibibazo bitandatu n'Ibibazo. Ibisubizo biri munsi y'amagambo 60 buri kimwe. Ijwi ryoroshye - nta "mpinduka" cyangwa "ihindura umukino." Ntugahimbe ibiciro.
Ibyavuyemo: Urutonde rufite inomero. Shyira ikibazo mu nyuguti zito. Paragarafu isanzwe kuri buri gisubizo. Nta nteruro cyangwa incamake.
Ingingo imwe. Iherezo ritandukanye. Icyitonderwa cya kabiri gikeneye pass y'umuntu - byose birahari - ariko utangirira ku kintu gishoboka. Iyo niyo ntsinzi ituje.
Amakosa Asanzwe Yangiza Bucece Ibyo Bituma Umenya
Ndetse n'abantu "bazi" ibice bine ubwabo nibo bangiza. Dore abasanzwe bakekwaho icyaha.
- Imirimo ihishe. Uhisha ikibazo nyacyo mu gika cya gatatu. Shyira inshinga hejuru.
- Igihu cy'aho ibintu biherereye. Ushyiraho incamake y'amagambo 2.000 n'umurongo umwe w'amabwiriza. Hindura igipimo.
- Ibipimo by'amarangamutima. "Bikore biryoshye." Biryoshye. Sobanura uburyo bwo gushyuha.
- Kosora roulette. Washakaga ameza; wabonye inyandiko. Vuga "ameza."
- Gushaka gukora ibintu neza mu buryo bumwe. Imiterere ya mbere ni imiterere. Isubiramo ukoresheje inzitizi zikomeye cyangwa umusaruro usobanutse neza.
- Imirimo myinshi. Abantu barindwi mu kiganiro kimwe. Hitamo ijwi rimwe.
- Ibivuguruzanya. "Gira amagambo make" wongereho "upfuke impande zose mu buryo bwimbitse." Hitamo umurongo cyangwa urukurikirane rw'ibibazo.
Nanone: ntugafate icyitegererezo nk'umuntu usoma ibitekerezo hanyuma ngo ukore ibintu bitangaje iyo bivumbuye ubwenge. Ibyo ni ibyacu. Urwenya ruto, ariko ni ukuri.
Ibishushanyo mbonera bishobora kongera gukoreshwa ushobora kwiba
Ibishushanyo mbonera ntabwo ari uburiganya. Ibishushanyo mbonera ni uburyo uhagarika kuvugurura uruziga buri wa kabiri. Shyira ibintu byawe byihariye muri ibi bice.
Igishushanyo mbonera A: Kwandika ibikubiye mu nyandiko bundi bushya
- Igikorwa: Ongera wandike inyandiko iri hepfo kuri [intego].
- Ibikubiye mu nkuru: Abareba ni [ndetse ni nde]. Inyandiko isanzweho igaragara nk'ikibazo. Komeza ibi bintu: [ibifatika].
- Imbogamizi: Ijwi [ijwi]; amagambo menshi [N]; irinde [interuro zibujijwe].
- Ibyavuyemo: Kopi ya nyuma gusa, mu buryo bwa [format].
Icyitegererezo B: Inkunga mu gufata ibyemezo
- Igikorwa: Gereranya amahitamo hanyuma utange inama imwe.
- Incamake: Icyemezo: [icyemezo]. Amahitamo: [A/B/C]. Ibyihutirwa: [ibipimo ngenderwaho]. Imbogamizi dusanzwe dufite: [imipaka izwi].
- Imbogamizi: Kuvuga ibintu mu buryo busobanutse; kugaragaza ko utazi neza; ntugahimbe amakuru.
- Umusaruro: Imbonerahamwe (Amahitamo / Ibyiza / Ibibi / Amanota yo kwitoza), hanyuma inama y'interuro 5.
Igishushanyo C: Kwiga / ibisobanuro
- Igikorwa: Sobanura [ingingo] ku [urwego rw'abakiriya].
- Ibikubiye mu nkuru: Basanzwe bazi [ubumenyi bwa kera]. Bagorwa no [guhuzagurika].
- Imbogamizi: Koresha ikigereranyo kimwe; nta mvugo idafite ibisobanuro bisanzwe; komeza munsi y'amagambo [N].
- Umusaruro: Ibisobanuro bigufi, hanyuma ibibazo bitatu byo kwisuzuma hamwe n'ibisubizo.
Kopisha. Wuzuze. Ohereza. Hindura nyuma yo kubona igisubizo cya mbere. Gusubiramo si ukunanirwa; ni igice cya kabiri cyo gusaba.
Gusubiramo: Umuco wa Gatanu Utemewe
Yego, navuze ibice bine. Nashakaga kuvuga ibice bine. Gusubiramo si igice cya gatanu cy'umuburo - ni icyo ukora n'igisubizo. Giracyari gikwiye igice kuko abantu bafata umusaruro wa mbere nk'umwanzuro wavuye ku musozi wa Olympus.
Iyo igisubizo kibaye gikwiye, ntutangire uhereye kuri zeru. Erekana aho wabuze:
- "Komeza imiterere; gabanya ijwi ku kigero cya 30% ku ishyaka."
- "Amahitamo B ni yo yegereye cyane - kwagura ayo hanyuma ushyiremo A na C."
- "Wahimbye ikintu tudafite; ongera wandike utagikoresheje."
Ibyo bikurikira biracyakoresha Task + Context + Constraints + Output - mu buryo buto gusa. Task ni "revise." Context ni "icyari kibi." Constraints irakomera. Output igumaho cyangwa ikarushaho kuba nziza.
Ibyifuzo bigufi byo gusubiramo akenshi biruta ibyifuzo birebire bishya kuko ikiganiro cyamaze kugira aho gihuriye. Koresha ibyo. Ntubirwanye.
Kubishyira mu bikorwa bya buri munsi hamwe n'abafasha mu by'ubutasi
Waba uri kuganira n'umufasha mukuru, kwandika mu buryo bwo kwandika, cyangwa se ugashyiraho umurongo w'imikorere, ikintu kimwe kiracyari gihari. Uburyo bwo gukora ibintu buhinduka; uburyo bwo gutanga amakuru ntibuhinduka.
Akamenyero gafatika kankorera:
- Fungura inyandiko ifite umutwe uvuga ngo "Ask"
- Andika Umukoro / Ibisobanuro / Imbogamizi / Isohoka nk'amasasu ane
- Shyira mu buryo bw'ubuhanga bwo gukora imibonano mpuzabitsina (AI)
- Vugurura rimwe nkana, ntabwo ari inshuro eshanu ukoresheje ubwoba
Niba ufatanyije na bagenzi bawe, sangiza incamake y'ibice bine aho kuvuga ngo "ese ushobora kunshishikariza roboti?" Mu buryo butunguranye abantu bose bavuga ururimi rumwe. Amayobera make. "Ariko nibwiraga ko washakaga kuvuga ..." make.
Kandi niba igisubizo kinaniwe, suzuma igice. Reba niba akazi kari gake, Imiterere y'ikintu yari isanzwe, inzitizi zari zarashyizwemo, cyangwa niba nta musaruro wasohotse. Urwo rutonde rurihuta kuruta kureba kuri ecran witeze ko hari icyo wakora. Ikawa nayo irafasha, ariko urutonde rurahendutse.
Inyandiko zisoza
Gushishikariza abantu gukora ibintu neza si imiterere y'umuntu. Ni ubuhanga bwo gusobanura ibintu mu buryo burambuye. Ibice 4 by'ingenzi by'ugushishikariza abantu gukora ibintu mu buryo burambuye - Igikorwa, Imiterere, Inzitizi, n'Umusaruro - biguha uburyo bwo gusubiramo bwo gusobanura umufasha wese w'ubuhanga bwo gukora ibintu mu buryo bwa AI utishingikirije ku mahirwe cyangwa amagambo y'amayobera.
Tangira n'inshinga isobanutse neza. Ongeraho inyuma ufite gusa. Shushanya uruzitiro. Shyiraho imiterere y'ubutumwa. Hanyuma usubiremo nk'umwanditsi w'umuntu, ntabwo ari umupfumu watengushye.
Muri make: hagarika kohereza ibyifuzo. Ohereza ubutumwa bugufi. Icyitegererezo si icy'ubupfumu; ni icyubahirije imiterere. Koresha ibyo. Umuntu wawe w'ejo hazaza - utazongera kwandika amagambo mabi saa sita z'ijoro - azagushimira.
Urugero rw'ingirakamaro: Guhindura ikibazo kidasobanutse neza kibazwa mu mirimo, imiterere, inzitizi, n'umusaruro
Imiterere biroroha kuyizera iyo uyirebye ikiza ikibazo gishya. Dore uko umuyobozi w’inkunga muri sosiyete nto ya SaaS yo mu Bwongereza yakoresheje " The 4 Parts of a Great Prompt" kugira ngo areke kubona FAQ padding rusange maze atangire kubona inyandiko zishobora gusohoka.
Imiterere y'ibyabaye
Jordan ni we ufite ikigo cy’ubufasha mu guteganya igihe gikoreshwa n’abakozi bigenga n’ibigo bito. Kwamamaza byanditse mu ibaruwa ya Slack igira iti: "Ese AI ishobora kwandika ibibazo bikunze kubazwa ku ipaji nshya yo kwishyuza? Bikore neza." Inyandiko ya mbere ya ChatGPT yatanze ibisubizo birindwi bisa n’ibyahindutse, yavumbuye uburyo Jordan idatanga, kandi yafunguye buri gisubizo hamwe n’igika gishimishije nta muntu washoboraga kugisoma kuri telefoni igendanwa.
Jordan ntakeneye icyitegererezo cy’ubwenge kurushaho. Bakeneye incamake yuzuye: Inshingano isobanutse neza, Ibikubiye mu nyandiko ni byo itsinda rizi gusa, Imbogamizi zibuza ibiciro by’amahimbano n’ibiciro by’impimbano, hamwe n’ishusho y’umusaruro ihita ijya muri CMS.
Intsinzi si "AI yanditse FAQs zacu." Intsinzi ni umushinga wa mbere usanzwe wubahiriza imipaka y'ibirango bityo Jordan amara umwanya agenzura amakuru, ntabwo asiba amagambo.
Icyo umufasha akeneye
- Izina ry'igicuruzwa, uwo FAQ ishingiyeho, n'urupapuro ruzaba ruriho
- Inzitizi abakiriya bohereza ku nkunga (kwishyuza, gusesa, guhindura imyanya)
- Ibintu bigomba kuguma ari ukuri: amazina y'igenamigambi, ibirimo, inkunga itazemera
- Interuro n'amagambo byabujijwe (nta "guhindura umukino," nta kugabanyirizwa kw'ibintu byahimbwe)
- Uruhushya rwo kubaza ibibazo bitatu bisobanutse neza niba hari ikintu kibura
- Umuntu ugenzura buri kirego ku rupapuro rw'ibiciro mbere yo gusohora
Amabwiriza y'urugero
Igikorwa: Andika ibisubizo by'ibibazo bikunze kubazwa ku rubuga rwacu rwo kwishyuza.
Ibikubiye muri iyi nyandiko: Abareba ni abakora ubucuruzi bw’abikorera ku giti cyabo n’abafite ibigo bito basanzwe bakoresha DraftNest (urugero rw’izina ry’ibicuruzwa) mu kwandika kandi bashaka guhindura ibintu mu buryo bw’umuntu, atari autopilot yuzuye. Impaka zikomeye zituruka ku matike y’ubufasha: kugenzura ubuziranenge, ijwi ry’ikirango rihoraho, no kumenya niba igikoresho gisimbura abanditsi. Komeza ibi bintu: ntabwo tuvuga ko ari autopilot yasohotse; dushimangira isuzuma mbere yo kohereza; ntiduhimbe ibiciro cyangwa ngo dushyireho icyiciro cy’ubuntu.
Imbogamizi: Ibibazo n'Ibisubizo bitandatu. Buri gisubizo kiri munsi y'amagambo 60. Imvugo yoroshye. Guhagarika "revolutionary," "game-changed," na "seamless." Icyongereza cyo mu Bwongereza. Niba hari ukuri kubuze, baza ibibazo bitatu bisobanuro mbere yo kwandika - ntukabitekerezeho.
Umusaruro: Urutonde rufite inomero. Muri buri kibazo handitseho inyuguti. Igika kimwe gisobanutse kuri buri gisubizo. Nta nteruro, nta nteruro, nta nteruro.
Uburyo bwo kubigerageza
- Koresha "mushy ask" ("Andika ibibazo bikunze kubazwa ku gikoresho cyacu cyo kwandika ubutasi bw'ubwenge") n'incamake y'ibice bine ku munsi umwe. Gereranya ibirego by'ubuhimbano n'igihe cyo kubisukura.
- Baza uti: "Andika igiciro cyose, gahunda, cyangwa ibintu byose biri mu nyandiko yawe bitari mu murongo wanjye." Igisubizo cyiza ni ubusa; igisubizo gito kirimo ibintu bishya.
- Ikibazo cya Edge: kuramo ukuri "kutagira icyiciro cy'ubuntu" hanyuma wemeze ko kubaza ikibazo gisobanutse aho guhimba ikindi.
- Edge case: saba imbonerahamwe Output aho kuba urutonde rufite inomero hanyuma urebe niba imiterere ikurikiza nta guhindura ukuri.
- Igenzura ry’ukwemera mbere yo gutangaza: (1) Ibibazo n’Ibisubizo bitandatu gusa, (2) buri gisubizo amagambo ≤60, (3) nta magambo abujijwe, (4) buri kirego gihuye n’urupapuro rw’inguzanyo ruriho, (5) nta nteruro iri hejuru y’urutonde.
Ibisubizo
Ibisubizo by'icyitegererezo (urugero rw'igereranya ry'isesengura ry'ibibazo by'ibanze by'umuntu umwe ushyigikiye, ntabwo ari inyigo yasohotse): Mu nyandiko 8 za FAQ (amapaji abiri × igerageza rine kuri buri imwe), igihe kuva ku "business CMS fields" kugeza ku "draft witeguye gusuzuma amakuru" cyagabanutse kiva ku mpuzandengo y'iminota 22 hamwe n'ibitekerezo bidasobanutse neza kigera ku minota 9 hamwe n'incamake y'ibice bine. Gusuzuma amakuru y'abantu ukurikije urupapuro rw'inyishyu byafashe iminota 6 kuri buri nyandiko, bityo ubwizigame bwari hafi iminota 7 kuri buri imwe, cyangwa hafi iminota 56 muri rusange. Ku rutonde rw'ibyemerwa (nta biciro byahimbwe, interuro zibujijwe zihari, umubare n'imiterere bikwiye, ibirego bishobora kwemezwa), inyandiko 7 kuri 8 zateguwe zatanzwe ku isuzuma rya mbere ugereranyije na 2 kuri 8 munsi y'ikibazo cya Slack. Imbogamizi: icyitegererezo gito, ibicuruzwa bimwe, umwanditsi umwe; impapuro zoroshye zigabanya icyuho; umubare w'amagambo wagenzuwe na paste-to-editor, ntabwo ari igihe cyo muri laboratwari.
Gupima verisiyo yawe bwite: banza ufate umwanya wa 5 FAQ cyangwa imirimo yo gufasha ukurikije uko usanzwe ubikora, hanyuma 5 ushyiremo Task / Context / Constraints / Output, andika amanota kuri buri nteguro ukurikije urutonde rumwe, hanyuma utange raporo ku gipimo cy’abatsinze hamwe n’igipimo cy’abatsinze kigaragara.
Ni iki gishobora kugenda nabi
- Igikorwa cyihishe: Gushyingura "nongera kwandika imbonerahamwe y'ibiciro" munsi ya FAQ kubaza bihinguranya imirimo yombi. Inshinga imwe hejuru.
- Igihu: Gushyiraho umurongo umwe w'amabwiriza muri Bibiliya y'ibicuruzwa by'amagambo 2.000. Hindura igipimo.
- Inzitizi ku marangamutima: "Ikore iratangaje" nta mpande. Sobanura uburebure, amagambo abujijwe, n'urwego rwo gusoma.
- Imiterere ya roulette: Ndashaka urutonde rw'amanota rwa CMS no kubona inyandiko irimo intangiriro ishimishije.
- Ibitangwa mu buryo butari bwo: Moderi zizuza icyuho cy'ibiciro. Bisaba ibibazo bisobanuka cyangwa [KENEYE IBISOBANURO].
- Gusimbuka pass y'umuntu: Ibibazo Bikunze Kubazwa Bigaragara neza bishobora kugaragaza nabi itegeko ryo guhagarika. Jordan aracyafite ikinyamakuru cyasohotse.
Gufata ibintu mu buryo bufatika
Ibice bine ni akamenyero ko gutanga amakuru make, ntabwo ari agasanduku k'amagambo y'ubumaji. Iyo umuntu avuze ati "kora ibibazo bimwe na bimwe bibazwa neza," andika ubusabe nk'Umukoro, Imiterere, Inzitizi, n'Umusaruro mbere yo gukanda kuri send. Uzakomeza guhindura - buri nyandiko ikenewe - ariko utangirira ku kazi kamaze kumenya akazi, abareba, imiterere, n'imiterere. Uko ni ko imiterere irusha amagambo meza ku wa Kane usanzwe.
Ibibazo Bikunze Kubazwa
Ni ibihe bice bine by'ubutumwa bwiza?
Ubusanzwe, igitekerezo gikomeye kiba gikubiyemo ibintu bine by'ingenzi: Igikorwa (icyo gukora), Imiterere (inyuma y'icyitegererezo kidashobora guhimba neza), Inzitizi (ijwi, uburebure, gukora/kutabikora), na Output (imiterere y'igisubizo). Byose hamwe bihindura ibyifuzo bidafite ishingiro mo amabwiriza umufasha wa AI ashobora gukurikiza nta mwanya uhari. Amagambo meza ashobora kunoza icyifuzo, ariko imiterere ni yo ifunguro.
Kuki imiterere y'inyandiko ihita ikora ari ingenzi kuruta gukoresha amagambo y'ubwenge gusa?
Interuro zikomeye n'imirongo y'ikinamico bishobora gufasha gato, ariko ni ibirungo - ntabwo ari ifunguro. Iyo ushyizemo igikorwa gisobanutse neza, imiterere ihagije, inzitizi zumvikana, hamwe n'imiterere y'umusaruro isobanutse neza, icyitegererezo kiba gifite icyuho gito cyo kuzuzamo ibitekerezo. Ureka gusaba AI kuba umunyabwenge ugatangira gusobanura uko "ubwenge" bumeze kuri aka kazi. Inshingano, imivugire, uburebure, n'ingero byose bihurira muri ibyo bice bine mu buryo bumwe.
Ni iki gituma akazi gakomeye mu bushakashatsi bwa AI kaba gakomeye?
Igikorwa ni akazi - tangira n'inshinga ifatika nko kwandika, kongera kwandika, gusoza, kugereranya, kunenga, gusesengura, gukuramo, cyangwa kwandika. "Mfasha ku..." si akazi; gatuma wiheba kandi ukavuga TED Talk utarigeze utegeka. Bivuge neza ku buryo umuntu wimenyereza umwuga yamenya icyo agomba gufungura mbere. Niba ufite imirimo myinshi, uyishyiremo inomero. Inshingano zishobora gutuma akazi karyoha, ariko ntizigomba gusimbura inshinga.
Ni iki Context igomba kuba irimo mu kiganiro cyiza?
Imiterere ni igice cy'inyuma uzi gusa: abareba, intego, imimerere, ibyemezo byabanje, ijwi ry'ikirango, imvugo ikoreshwa cyangwa ikoreshwa, n'ibyo wagerageje. Imiterere ikomeye kandi ikubiyemo uko intsinzi isa n'aho imeze n'inyandiko ifatika. Ingero nke - "nk'urugero rwa A, nk'urugero rwa B" - fasha ijwi. Subiza igice gifatika, ntabwo ari inkuru y'ubuzima bwawe bwose; ubutumire buke cyane, byinshi cyane bishobora kubangamira akazi.
Ni gute Inzitizi zinoza ibisubizo bya AI?
Imbogamizi ni uruzitiro: uburebure ntarengwa, ijwi, urwego rwo gusoma, amategeko abuza ibirango guhindurwa, n'amategeko nka "ntugahimbe imibare." Iyo bitabayeho, moderi akenshi zikora neza kugira ngo zigaragare neza, bivuze ko ari ndende kandi zifite ipfundo. Gukunda impande nka "munsi y'amagambo 200" cyangwa "nta mazina y'abanywanyi" kuruta "gukora nk'umwuga." Gusaba ibibazo bigera kuri bitatu bisobanuro mbere yo kwandika bishobora guhagarika incamake y'ibitekerezo bidasanzwe hakiri kare.
Igice cya "Output" mu kugenzura vuba ni iki?
Ibisohoka bigena imiterere - ibice, ibirango, imbonerahamwe, ubucucike bw'amabara, amahitamo ugereranyije na verisiyo imwe ya nyuma, ndetse niba ushaka incamake. Iyo uyisimbutse, ubona icyo moderi itekereza ko igisubizo gisanzwe gisa, kuva kuri memo itunganye kugeza ku nama zirindwi igihe ukeneye paragarafu imwe y'amashusho. Imiterere y'imyandikire nka "imbonerahamwe yo kugabanya," "amahitamo A/B/C hanyuma inama," cyangwa "imeri ya nyuma gusa - nta ncamake."
Ni gute akazi, imiterere, inzitizi, n'umusaruro bikorana?
Buri gice kimwe kimwe kirafasha; hamwe birahuza. Igikorwa kidafite Incamake ni ugutera umutego mu buryo butari bwo; Incamake idafite Inzitizi ni ahantu ho gushakisha; Inzitizi zidafite Isohoka ni akazu katagira umuryango. Urutonde rusanzwe rusomwa ni Task, hanyuma Context, hanyuma Inzitizi, hanyuma Output - nko kubwira mugenzi wawe - nubwo ushobora guhinduranya niba urangije byose uko ari bine. Ubusembwa buruta ubwenge hafi buri gihe.
Ni ayahe makosa asanzwe yangiza ibice bine by'ubutumwa bwiza bucece?
Abantu bahisha ikibazo cyo hagati mu gika, bagashyiraho umurongo munini w’amabwiriza, cyangwa bagakoresha uburyo bwo kwirinda amarangamutima nka "make it pop" nta nkombe. Gushushanya roulette, perfectionism imwe, overload role, na contradiction nka "be shorte" hamwe na "cover every angle" nabyo bibangamira ibisubizo. Gusuzuma amakosa ukurikije igice - moshy Task, thin Context, padded padding constraints, cyangwa ibura Output - aho kureba ecran.
Ese hari ingero zishobora kongera gukoreshwa ku Mirimo, Imiterere, Inzitizi, n'Ibisohoka?
Yego - ingero ni zo zituma uhagarika kuvumbura uruziga. Kwandika ibikubiye mu nyandiko, gushyigikira ibyemezo, no kwiga/gusobanura byose byuzuza imyanya ine imwe hamwe n'intego, abareba, ijwi, interuro zibujijwe, n'imiterere y'ibikubiye mu nyandiko. Kwandika, kuzuza, kohereza, hanyuma uhindure nyuma y'igisubizo cya mbere. Gusubiramo ni akamenyero ka gatanu katazwi: kuvugurura ukoresheje akazi gato hamwe n'icyari kibi, aho guhera kuri zeru.
Nigute nahindura ikibazo kidasobanutse neza cy’ibibazo bibazwa mo igitekerezo cy’ibice bine?
Ongera wandike "kora FAQ zimwe na zimwe" mu buryo bwumvikana, Ibikubiye mu nyandiko ni byo ikipe yawe izi gusa, Imbogamizi zibuza ibiciro by'amahimbano n'ibiciro by'impimbano, hamwe n'imiterere y'ibisohoka ijya muri CMS. Shyiramo izina ry'ibicuruzwa, ibitekerezo by'abakiriya, ibintu by'ukuri bigomba kuba ukuri, amagambo abujijwe, n'uburenganzira bwo kubaza ibibazo bisobanutse niba hari ukuri kubuze. Gerageza kugenzura neza urupapuro rwa mbere mbere yo gutangaza - imiterere iruta amagambo meza ku nyandiko zisanzwe.
Amareferensi
- Microsoft Learn - learn.microsoft.com
- Anthropic - docs.anthropic.com
- GufunguraAI - abitegura.openai.com
- Google AI - ai.google.dev