Whakautu poto: He pūmanawa te karetao kōrerorero AI e whakahaere ana i ngā kōrerorero - mā te tuhinga, mā te reo rānei - e whakamahi ana i te AI hei whakamārama i te kaupapa me te whakaputa whakautu tūturu, kaua e whakawhirinaki ki ngā tuhinga pumau. Ka honoa e ia te māramatanga me ngā taputapu (pēnei i ngā turanga mātauranga, i ngā pūnaha tikiti rānei) ina hiahia ia ki te whakaū i ngā meka, ki te mahi rānei i ngā mahi. Ki te kore e taea e ia te manatoko i ngā mōhiohio, me tuku atu ki te tangata.
Ngā kōrero matua hei whakaaroaro:
Te Haepapa : Whakaritea he rangatira mārama mō ngā putanga o ngā karetao kōrerorero, ngā ture whakapiki i te kawenga, me ngā arotake mahi.
Māramatanga : Me kī atu ki ngā kaiwhakamahi ko tēhea te AI, ko ēhea ngā raraunga e whakamahia ana e ia, me ōna rohe.
Whakataetae : Homai he kōwhiringa mārama mō te "kōrero ki tētahi tangata" me te ara piira.
Aromātai : Ka takiuru i ngā tohu, ngā pūtake, ngā mahi, me ngā putanga kia taea ai te whai i ngā hapa.
Ātete ki te whakamahinga hē : Whakawhāitihia ngā whakaaetanga taputapu me te ārai i ngā tono tairongo hei whakaiti i te turuturu.
Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:
🔗 He aha ngā tikanga matatika o te AI?
Ngā mātāpono me ngā mahi mō ngā pūnaha AI pono, e aro ana ki te tangata.
🔗 He aha te whakaaro pākiki o te AI?
Te āhua o te whakapohehe hē a ngā raraunga me ngā hoahoa i ngā whakataunga AI.
🔗 He aha te kaha o te AI ki te whakawhanui?
Te whakawhānui i te AI ki te tini o ngā kaiwhakamahi me te pupuri tonu i te tere me te utu.
🔗 He aha te AI ka taea te whakamārama?
Ngā tikanga e mārama ai, e taea ai te arotake, ā, e pono ai hoki ngā whakataunga tauira.
He aha te tikanga o tētahi karetao kōrerorero AI, i roto i te mahi (Ko te whakamāramatanga ehara i te mea hoha) 🤝
He karetao kōrerorero AI e whakamahi ana i te AI hei whakamārama i ngā karere me te whakaputa whakautu. Kāore i rite ki ngā karetao kōrerorero tawhito e taurite ana i ngā kupumatua me te whakaputa whakautu kua tuhia, ka taea e ngā karetao kōrerorero AI te whakahaere i ngā kupu kāore i te tino tika, te whai i te horopaki (i ētahi wā), me te whakaputa whakautu kāore i tuhia i mua i te rārangi-ki-te-rārangi. Zendesk (ngā karetao kōrerorero e hangai ana ki te ture, ki te AI rānei) Intercom (ngā karetao kōrerorero e hangai ana ki te ture)
I te taumata teitei, e toru ngā mahi a te nuinga o ngā karetao kōrerorero AI:
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Mārama : kimihia te mea e pātaihia ana e te kaiwhakamahi (kaupapa + horopaki) IBM (Mārama Reo Taiao)
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Take, whakatau rānei : whiriwhiria he mahi, hangaia rānei he whakautu NIST (AI RMF, kōtaha GenAI)
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Whakautu : whakaputa whakautu kōrero i roto i te reo tūturu a Google Developers (LLMs / tokens)
Nā reira, ko te ariā matua kei muri i te He aha te karetao kōrerorero AI (AI Chatbot) ko tēnei: he pūnaha ka taea te kōrero ki te tangata mā te whakamahi i te reo, me te kore e tuhia ā-ringa mō ia rerenga kōrero.
Ko ētahi he mea hanga mō te kōrero noa, ko ētahi mō te tautoko pakihi, ko ētahi mō ngā tēpu āwhina ā-roto o te kamupene, ā, ko ētahi mō te hoko taonga me te kore e rite ki te kaihoko akiaki (āe… e ngana ana). 🛒
Te hītori poto: he aha te tikanga o te "chatbot" he rerekē inaianei 🧠
E rua ngā wā whānui o te karetao kōrerorero:
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Ngā karetao e hangai ana ki ngā ture : "Ki te mea te kaiwhakamahi he X, whakautua he Y." He pono, engari he iti noa iho. Zendesk (ngā karetao kōrerorero e hangai ana ki ngā ture)
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Ngā karetao kōrerorero e whakamahia ana e te AI : ako i ngā tauira mai i ngā raraunga, urutau ki te whakatakoto kupu, whakaputa urupare. AWS (He aha te tauira reo nui?)
He rite ngā karetao ture ki ngā ara tereina: he pumau, he matapae, ā, ka haere noa koe ki ngā wāhi kei reira ngā reriwe. He rite ngā karetao AI ki te waka awa - he ngāwari, he tere, he whakahihiri i ētahi wā, i ētahi wā ka pā koe ki te toka ka maringi ō kai. Kāore i te tino tika taua kupu whakarite… engari ka mārama koe. 😬
He maha ngā wā ka whakawhirinaki ngā karetao kōrerorero AI hou ki ngā tauira reo, e whakangungua ana ki te maha o ngā tuhinga hei matapae me te whakaputa i ngā kupu e whai ake nei i roto i tētahi raupapa. Koia te take ka taea ai e ngā whakautu te ahua "kua tuhia", kāore i te tīpakohia. Ngā Kaiwhakawhanake Google (tauira reo me ngā tohu) AWS (whakangungu LLM / matapae tohu-muri)
Te mahi a ngā karetao kōrerorero AI i raro i te taupoki (me te kore e pāngia e te mamae) ⚙️
He rerekē ngā pūnaha rerekē, engari ko te nuinga o ngā karetao kōrerorero AI he mea hanga mai i ētahi wāhanga matua:
1) Te Tukatuka Reo Māori (NLP)
Koinei te wāhanga e āwhina ana i te karetao ki te "tātari" i te reo:
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te kimi i te hiahia (te mea e hiahiatia ana e te kaiwhakamahi) Microsoft (te mōhio ki te hiahia)
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te tango i ngā hinonga (tau ota, rā, ingoa hua, tauwāhi) Microsoft (tango hinonga) Jurafsky & Martin (NER, Stanford)
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te mārama ki te reo me te kīanga (ki tētahi taumata) IBM (kaupapa/horopaki NLU)
2) He roro: he tauira, he miihini whakatau rānei 🧩
Tērā pea tēnei:
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he whakarōpūtanga ako mīhini + ngā rerenga kua tuhia
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he tauira reo nui (LLM) e whakaputa ana i ngā urupare IBM (ka whakaputahia e ngā LLM he tohu-mā-te-tohu)
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he whakatakotoranga ranu (he mea tino noa)
3) Ngā āhuatanga horopaki + ngā āhuatanga mahara 📝
Ka aroturukihia e ētahi karetao:
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ngā mea i kōrerotia e koe i mua
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ngā taipitopito kōtaha kaiwhakamahi (mēnā ka whakaaetia)
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āhua kōrero ("kei roto mātou i te rerenga whakahoki moni inaianei")
4) Ngā taputapu me ngā whakaurunga 🔌
Koinei te mea nui mō ngā karetao pakihi:
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te tirotiro i te tūnga ota
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te hanga tīkiti tautoko
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te rapu i tētahi pūtake mātauranga
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te whakarite i ngā wā whakarite
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te whakahou i ngā pūkete kiritaki i roto i te CRM
He tokomaha te hunga e whakaaro ana he "kōrero noa iho" ngā karetao kōrerorero. Engari ko ngā mea pai rawa atu he rite ki te "kōrero me te taea te mahi i ngā mea." Ā, koinei te wāhi e kitea ai te uara tūturu.
Ngā momo karetao kōrerorero AI (nā te mea kāore e rite te āhua o ngā karetao katoa) 🎭
Ina pātai mai tetahi he aha te AI Chatbot , he mea āwhina te mōhio kei reira ngā kāwai, ehara i te mea kotahi:
Ngā karetao kōrerorero tautoko kiritaki
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whakahaere i ngā FAQs, te rapurongoā, ngā whakahokinga moni, ngā pātai pūkete
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he maha ngā wā ka whakauruhia ki ngā pūnaha tikiti
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Whāinga: whakaiti i ngā wā tatari me ngā utu, whakapiki i te tere o te whakataunga Intercom (Fin / ratonga kiritaki AI) Zendesk (AI mō te ratonga)
Ngā karetao kōrerorero hokohoko me te whakaputa-arataki
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tohu i ngā kaiārahi, whakarite i ngā whakaaturanga, tūtohu hua
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ora i runga i ngā paetukutuku, i ngā papaaho karere rānei
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Whāinga: te neke i te tangata kia tere ake… me te kore e hoha (he uaua ake i te tangi) Drift (Salesloft)
Ngā karetao kōrerorero āwhina whaiaro
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āwhina ki te tuhituhi, te whakamahere, te whakarāpopototanga, te ako
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whāinga: te hua me te māramatanga Te utu / ngā mahere a ChatGPT Te utu / ngā mahere a Claude
Ngā karetao ā-roto o te wāhi mahi
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whakautu i ngā pātai HR, āwhina IT, mahi whakauru
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whāinga: kati te kēmu ping-pong "ko wai ka mōhio ki tēnei?" 🙃
Ngā karetao hapori me ngā kaihanga
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whakahaere i ngā tūmau Discord, whakautu i ngā pātai a ngā pā, whakahaere i ngā wheako taunekeneke
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whāinga: te whakanui i te whai wāhi me te kore e ngaro te tuakiri
Ā, he pono, ko ētahi e mahi ana i ngā mea katoa o runga ake nei. Ka memeha haere ngā rārangi.
He aha te mea e pai ai te karetao kōrerorero AI? ✅🤖
Koinei te wāhanga ka pekehia e te tangata, kātahi ka pouri mō te pekehia. Ehara i te mea he pai noa te kōrero a te karetao kōrerorero AI "pai" - engari he mea āwhina .
Anei te mea e wehewehe ana i tētahi karetao āwhina mai i tētahi mīhini whakakorikori:
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Te tika me ngā whakautu whai take
Mena he maia ki te tito kaupapa here, ki ngā meka rānei, ehara tēnā i te mea ātaahua. OpenAI (whakaaro pōhewa) NIST (whakaaro huna/whakaaro pōhewa) -
Ngā rohe mārama
E mōhio ana te karetao kaha ki te wā e kī ai "Kāore au i te mōhio" me te "Tukua ahau kia hono atu koe." He aratohu RAG a Google (whakautu "Kāore au i te mōhio" mēnā kāore he mōhiohio i roto i te horopaki) -
Te whakahaere i te horopaki
Me maumahara ki ngā mea i pātaihia e koe i ngā karere e rua kua pahure. Kāore i te tino tika i ngā wā katoa, engari me ngana. -
He tere, he māori hoki te UX.
He poto ngā whakautu, he āwhina ngā tohutohu, he tere ngā pātene ina hiahiatia. -
He pai te whakatairanga ki te tangata.
Ko te karetao e hopu ana i a koe i roto i ngā koropiko he rite tonu ki te whare wairua mamati. -
Te tūmataitinga me te whakahaere raraunga
Kaua te karetao e tohatoha nui rawa, e penapena taipitopito koretake, e tono noa rānei i ngā raraunga tairongo. ICO (Aratohu mō te AI me te tiaki raraunga) ICO (ngā tumanakohanga mōrearea o te karetao kōrerorero) -
Te urunga ki ngā taputapu (inā tika)
Mō ngā mahi pakihi, me mahi - kaua e whakamārama noa me pēhea te mahi.
He kōrero rerekē engari he mea tūturu: he maha ngā wā ka whakaititia te hunga karetao pai rawa atu. He rite ngā karetao tino māia ki tētahi tangata e whakatapokopoko ana i a koe ki te whakautu i tētahi pātai kāore i pātaihia e koe; he tino hoha.
Ripanga Whakataurite: ngā kōwhiringa karetao kōrerorero AI rongonui (me ētahi āhuatanga rerekē, pērā i te ora) 📊
Kei raro nei tētahi whakataurite whai hua. Ehara i te mea tino tika, ehara hoki i te mea whānui, engari ka tere ai tō ārahi.
| Utauta / Kōwhiringa | Pai rawa atu mō (te hunga whakarongo) | Utu | He aha i mahi ai |
|---|---|---|---|
| Kaiāwhina momo ChatGPT | Ngā tāngata takitahi, ngā tīma, te āwhina whānui | Taumata kore utu + mahere utu | He tino pai ki te tuhi, ki te whakaaroaro, ki te whakamārama - ka rite ki te hoa mahi mohio 🙂 Ngā mahere a ChatGPT |
| Kaiāwhina āhua-Claude | Ngā tīma tuhituhi nui, te tātari | Taumata kore utu + mahere utu | He kaha tonu i ngā horopaki roa me te tuhituhi "e aro ana ki te reo", he marino ake ngā mahere a Claude. |
| Kaiāwhina āhua-Gemini | Ngā tāngata e noho ana i roto i ngā tuhinga me ngā huinga hua | Taumata kore utu + mahere utu | He whai hua mō te whakarāpopototanga, te whakamahere, me ngā mahi maha-taahiraa; i ētahi wā he tino hiahia rawa ngā mahere Google AI (Gemini) |
| Kaiāwhina āhua-kaipairati | Ngā rerengamahi tari, hinonga | I te nuinga o te wā ka tāpirihia / ka utua | He taputapu mahi whai hua mō roto, he pai mō te "mahi i te wāhi e noho ana ahau" Te utu mō Microsoft 365 Copilot |
| Pūmanawa tautoko momo-waea | Ngā tīma tautoko kiritaki | Mō ia nohoanga / e hangai ana ki te whakamahinga | I hangaia mō ngā rerenga tautoko, te tuku tīkiti, me ngā pokapū āwhina - he utu whai hua mō te Intercom |
| AI āhua Zendesk | Ngā whakahaere tautoko kei Zendesk kē | Utu tāpiri | He pai te mahi ina taea te tango mai i ngā tīkiti me ngā macros o nāianei (he iti ake te mahi anō) Te utu Zendesk |
| Pūrere kāhua-rere | Ngā tīma hokohoko + ngā tīma paipa | Ngā taumata utu nui / pakihi | He pai mō te hopu arahi me te arataki, ahakoa ka taea e ia te… tere te hokohoko a Drift (Salesloft) |
| Pūmanawa momo-ManyChat | Ngā kaihokohoko pāpori + karere | Ngā mahere taumata | He pai mō te whakahaere aunoa i ngā DM me ngā rerenga ngāwari; ehara i te "whakaaro hohonu", engari he utu whai hua a ManyChat |
He kōrero ngāwari: he nui ngā rerekētanga o ngā utu puta noa i ngā kaihoko me ngā mahere, nō reira whakaarohia ngā tauira (taumata kore utu, mō ia tūru, e hangai ana ki te whakamahinga) kaua e aro nui ki ngā tau tika.
Te wāhi e tino pai ai ngā karetao kōrerorero AI (me te wāhi e ngoikore ai rātou) 🌟😬
Ngā whakamahinga pai rawa atu
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Ngā Pātai Auau me ngā Pātai Whakahoki
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Te whakarōpūtanga tautoko raina tuatahi
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Rapu pūtake mātauranga + whakarāpopototanga AWS (RAG / whakapūmau i runga i te pūtake mātauranga)
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Te whakarite wā
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Āwhina whakakī puka
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Te tuhi īmēra, tuhinga, tuhinga
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Ngā pātai ā-roto a te kamupene "me pēhea taku…?"
Ngā whakamahinga kāore i te tino pai (ki te kore e āta hangaia)
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Ngā whakataunga hauora, ture, pūtea (he nui ngā tūponotanga, he nui te mōrearea) NIST (ngā mōrearea AI pono)
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Ngā mea katoa e hiahia ana kia tika te whakapumautanga
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Te rapurongoā uaua me te kore e uru atu ki ngā taputapu
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Te tautoko kare ā-roto hei whakakapi mō te manaaki tūturu (tērā pea he tautoko, engari… e mōhio ana koe)
Kia pono tātou - he mīharo ngā karetao kōrerorero AI tae noa ki te wā e hē ai rātou. Ā, ka hē tonu rātou i ētahi wā. Ehara te whāinga i te tino pai, engari ko te hanga ārai kia kore ai te "hē" e "kino." OpenAI (whakaaro pōhewa)
Ngā āhuatanga noa ka kitea e koe i roto i ngā karetao kōrerorero AI hou 🧰
Mena kei te arotake koe i tētahi, he nui ake te hiranga o ēnei āhuatanga i te hokohoko whakahirahira:
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Te whakauru i te pūtake mātauranga : ako mai i ngā tuhinga, ngā FAQ, ngā PDF, ngā tuhinga pokapū āwhina
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Te tiki (rapu) i mua i te whakautu : ka tangohia ngā mōhiohio e tika ana, kaua ko te hanga noa i te AWS (RAG) NIST (huarahi kōrerorero e hangai ana ki te RAG)
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Te ara kōrero : te tuku take ki te tīma tangata tika
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Te kimi i ngā kare ā-roto : te kite i te riri (te ngana rānei ki te pena)
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Tautoko reo maha : he āwhina mō te hunga mātakitaki o te ao
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Tātari : te tere whakapē, te tere whakatau, te CSAT, ngā whāinga matua
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Ngā mana whakahaere haumaru : ngā tātari, ngā aukati kaupapa, te whakatika i ngā raraunga tairongo OWASP (ngā mōrearea LLM)
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Te reo me te reo ritenga : te āhua o te waitohu me te kore e whakama 😄
Kotahi te kōrero iti "tangata": he mea makutu ngā karetao e pātai ana i tētahi pātai whakamārama i te wā tika. He rite ki te mahi pepa ngā karetao e pātai ana i ētahi pātai whakamārama e rima.
Ngā tūponotanga, ngā herenga, me ngā mea e kōrero pōhēhētia ana e te tangata 👀
Mena he pono tā tātou kōrero, me whakauru atu hoki ki te pātai He aha te Pūmanawa Kōrerorero AI "ā, he aha ngā mea ka hē?"
Anei ngā mea nunui:
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Ngā moemoeā (he kōrero wairangi)
Tērā pea ka whakaputa te karetao i ngā whakautu pono engari he teka. Koinei te raruraru tawhito. OpenAI (he aha te moemoeā) NIST (whakaaroaro / whakaaro pōhewa) -
Ngā take tūmataitinga raraunga
Mena ka rongoatia, ka whakamahia rānei e te karetao ngā raraunga tairongo i te hē, he tino raruraru tēnā. ICO (Aratohu AI me te tiaki raraunga) -
Ngā mōrearea haumarutanga
Ko te werohanga tere, te turuturu raraunga, me ngā mahi taputapu kāore i te whakaarohia he āwangawanga tūturu. OWASP (Top 10 mō ngā taupānga LLM) OWASP (Te Werohanga Tere) -
Te whakaaro pōhēhē me te mahi kore taurite
Ka taea e ngā karetao te whakautu rerekē i runga i te momo reo, i te reo rānei, ehara i te mea pai rawa atu. NIST (ngā whakaaro pōhēhē me te kino) -
Aunoatanga rawa
Mena ka tirohia e te kaiārahi tētahi karetao hei whakakapi mō ngā tīma tautoko, ka kitea tonutia e ngā kiritaki.
He rite te karetao kōrerorero ki te maripi wharekai. He tino whai hua, he āhua morearea mēnā ka takarohia. Ehara i te kupu whakarite pai rawa atu, engari ka puritia e au. 🍴
Me pēhea te whiriwhiri i tētahi karetao kōrerorero AI mō ō hiahia (rārangi arowhai whai hua) 🧭
Ahakoa he kaiwhakamahi takitahi koe, he tīma kamupene rānei, whakamahia ēnei tohutohu:
Mena kei te whiriwhiri koe mō te whakamahinga whaiaro
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Tautuhia mēnā he āwhina tuhituhi , he āwhina ako , he āwhina whakamahere .
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Whakatauhia mēnā he tere hōhonu rānei .
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Tirohia mēnā ka roa te horopaki e mau ana mō āu kaupapa.
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Whakaūtia mēnā ka taea e koe te whakahaere i te oro me te momo kāhua.
Mena kei te whiriwhiri koe mō te pakihi
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Whakamāramahia te whāinga matua: te piko , te tahuritanga , te wā whakatau , te CSAT .
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Whakaūtia kei te hono atu ki ō taputapu (CRM, tikiti, rarangi taonga, maramataka).
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Me whakarite kia taea te whakahua i ngā pūtake o roto (te tiki pūtake mātauranga) kaua ki te tito noa i ngā mea. AWS (RAG / pūtake mātauranga mana)
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Me whakamana kia maeneene te pikinga ake.
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Rapua ngā tātaritanga mārama me ngā rerengamahi arotake kounga.
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Arotakehia te haumarutanga me ngā mana whakahaere a te kaiwhakahaere. OWASP (ngā mōrearea taupānga LLM)
Whakamātauria hoki mā te whakamahi i ngā pātai uaua. Ko ērā e patohia ana e ngā kiritaki i te 2 i te ata me ngā hapa tā me te riri iti. Koinā te pono o te serum. 😵💫
Tohutohu whakatenatena: me pēhea te tiki whakautu pai ake mai i tētahi karetao kōrerorero AI ✍️✨
Ahakoa te karetao pai rawa atu, kāore e taea te pānui i tō hinengaro (he pōuri, he pouri). Whakamātauria ēnei:
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Hoatu te horopaki i te tuatahi
"He tīmatanga ahau, whakamāramahia kia māmā noa iho" me "ki taku whakaaro he tohunga hangarau ahau." -
Pātai atu mō te hanganga
"Homai ngā tohu matua," "homai ngā kaupae," "whakarāpopototia, kātahi ka whakawhanui." -
Homai ngā tauira
"Anei ngā tauira e rua - whakakotahihia." -
Whakatakotoria ngā here
"Kia iti iho i te 120 kupu," "kaua he kupu whakakatakata," "reo: he hoa engari he mārō." -
Pātai atu mō te whanonga manatoko
"Ki te kore koe e tino mōhio, me kī mai, ka pātai atu."
Ka taea e koe te kī atu: "I mua i tō whakautu, pātai mai ki ahau kia mārama ai." He tino whai hua… ki te kore koe e tere, he hoha, āe, he taupatupatu.
Whakarāpopototanga: He aha te Pūmanawa Kōrerorero AI 🧾🤖
Nā, ko te tikanga o tētahi karetao kōrerorero AI koia tēnei: he pūnaha kōrerorero e whakamahia ana e te AI ka taea te mārama ki ngā karere me te whakaputa whakautu i roto i te reo tūturu - he maha ngā wā ka taea te mahi mā roto i ngā taputapu me ngā whakaurunga. Ehara i te mea he rākau whakatau kua tuhia noa iho ngā putanga hou. He tata ake ēnei ki ngā kaiawhina ngāwari ka taea te whakahaere i ngā rerekētanga, ngā horopaki, me ngā tono maha-taahiraa… me ngā rohe e hiahiatia ana kia kore ai e oma tere i te huarahi hē me te tino maia. Ngā Kaiwhakawhanake Google (tauira reo) NIST (He tūponotanga a GenAI pērā i te whakarapopototanga)
Whakarāpopototanga tere
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Ka kōrero ngā karetao kōrerorero AI ki ngā kaiwhakamahi mā te tuhinga, mā te reo rānei 💬
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Ko ngā mea pai rawa atu e whakakotahi ana i te māramatanga reo me te urunga ki ngā taputapu ⚙️
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He tino pai ēnei mō te tautoko, te whakaputa hua, me te arahi arahi ✅
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Tērā pea he hē ā rātou, nō reira he mea nui ngā ārai 😬 OpenAI (whakaaro pōhewa)
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Ko te whiriwhiri i tētahi e whakawhirinaki ana ki ngā whāinga: te tika, te horopaki, ngā whakaurunga, ngā tātaritanga 🧭
Ki te maumahara koe ki tētahi mea: ehara te mahi a te karetao kōrerorero i te tangi tangata. Engari he āwhina pērā i te tangata… ā, kaua e pōuri.
Ngā Pātai Auau
He aha te mea he karetao kōrerorero AI i roto i ngā kupu māmā noa iho?
He pūmanawa te karetao kōrerorero AI ka taea te kōrero ki a koe mā te tuhinga - ā, i ētahi wā mā te reo - mā te whakamahi i te mātauranga horihori. Engari i te whakataurite noa i ngā kupumatua ki ngā whakautu kua tuhia, ka ngana ki te whakatau i tō hiahia me te whakaputa i tētahi urupare tūturu. I roto i te maha o ngā pūnaha, ka aroturukihia hoki e ia te horopaki puta noa i ngā karere, nō reira kāore e whakaarohia ia pātai he kōrero hou.
He pēhea te mahi a ngā karetao kōrerorero AI i muri i ngā whakaaturanga?
Ko te nuinga o ngā karetao kōrerorero AI e rere ana i roto i te porowhita: te mārama, te whakatau, te whakautu. Ka whakamahia e rātou te NLP hei kite i te hiahia me te tango i ngā taipitopito pēnei i ngā rā, i ngā tau ota rānei, kātahi ka tīpakohia e te tauira - he maha ngā wā he LLM, he tatūnga ranu rānei - he mahi, ka tuhia rānei he whakautu. Ka hono atu hoki ngā karetao kaha ki ngā taputapu pēnei i te pūtake mātauranga, CRM, pūnaha tikiti rānei, kia taea ai e rātou te mahi i ngā mea, kaua e kōrero noa.
He aha te rerekētanga i waenga i ngā karetao kōrerorero e hangai ana ki ngā ture me ngā karetao kōrerorero AI?
Ka whai ngā karetao kōrerorero ture i ngā ara kua tautuhia i mua: "Ki te mea te kaiwhakamahi he X, whakautua Y." Ka taea te matapae, engari ka pakaru ina kore e tika te kīanga, ina kore rānei e ohorere te tono. Ka taea e ngā karetao kōrerorero AI te whakahaere i ngā rerekētanga maha atu, me te whakaputa i ngā whakautu kāore i tuhia i mua i te rārangi-ki-te-rārangi. Ko te painga, i ētahi wā ka puta mai he whakautu maia e hiahia tonu ana ki ngā ārai me te manatoko.
He aha ngā momo matua o ngā karetao kōrerorero AI mō ngā pakihi?
Ko ngā kāwai noa ko ngā karetao tautoko kiritaki (ngā FAQ, te rapurongoā, te tuku tikiti), ngā karetao hoko me te arahi-whakaputa (te tohu, te ara, te whakaritenga), me ngā karetao ā-roto o te wāhi mahi (HR, IT, te whakauru). Kei reira anō hoki ngā karetao hapori me ngā karetao kaihanga mō te whakauru i te tauine nui. I roto i te mahi, he maha ngā taputapu e whakakotahi ana i ēnei mahi, nō reira ko te "momo" he maha tonu te whakawhirinaki ki te wāhi e whakatinanahia ana me te mea e whakauruhia ana.
He aha te mea e pai ai te whakamahi i tētahi karetao kōrerorero AI mō te tautoko kiritaki?
He tika te karetao tautoko pai, e mōhio ana ki ōna rohe, ā, ka tere te whakawhitiwhiti kōrero ki te tangata ina hiahiatia. Me kawe e ia te horopaki puta noa i te kōrero, me karo i te tito kaupapa here, me te pupuri i te UX kia tere me ngā tohu me ngā pātene mārama. He mea nui anō hoki te urunga ki ngā taputapu: ko te tirotiro i te tūnga ota, te hanga tīkiti, me te rapu ihirangi āwhina he maha ngā wā ka nui ake te uara i te reo kōrero noa iho.
He aha ngā karetao kōrerorero AI e moemoeā ai, e tito noa ai rānei i ngā mea?
Ka puta ngā moemoeā ina whakaputahia e te karetao kōrerorero he reo pono kāore i ahu mai i ngā mōhiohio pono. Ki te kore te pūnaha e tiki mai i tētahi pūtake mātauranga pono - kāore rānei i te nui te horopaki - ka "whakakīia pea ngā āputa" hei utu mō te whakaae ki te koretake. Ko tētahi huarahi noa ko te whakamahi i te tiki mai i mua i te whakautu me te whakatenatena i te whanonga "Kāore au i te mōhio" ina ngaro ngā pūtake.
Me pēhea te whakamahi a ngā karetao kōrerorero AI i te horopaki me te "mahara" i roto i ngā kōrerorero?
He maha ngā karetao kōrerorero e aroturuki ana i ngā karere hou, te āhua o te kōrero (pēnei i te rerenga whakahoki moni), me ētahi taipitopito kaiwhakamahi kua whakaaetia. Mā tēnei ka āwhina i a rātou ki te karo i ngā pātai anō, ā, ka taea hoki e rātou te whakahaere i ngā tono maha-taahiraa. Kāore i te tino tika te whakahaere horopaki i ngā wā katoa, nō reira ko ngā hoahoa pakari kei roto ko te whakamārama i te wā tika me te tuku mārama ina kore e taea e te karetao te haere tonu me te maia.
He aha ngā mōrearea nui rawa atu o te whakamahi i tētahi karetao kōrerorero AI i roto i te mahi whakaputa?
Ko ngā mōrearea matua ko ngā moemoeā, ngā hapa tūmataitinga, me ngā take haumarutanga pērā i te werohanga tere, te turuturu raraunga rānei. Kei reira anō te whakaaro pōhēhē me te mahi kore taurite puta noa i ngā momo reo rerekē, me te "aunoatanga nui rawa" ka mau ngā kaiwhakamahi i roto i ngā porowhita me te kore tautoko tangata. Mā ngā ārai, ngā arotake, ngā ara pikinga, me ngā whakaaetanga taputapu tupato ka āwhina i te aukati i te "hē" kei "kino"
Me pēhea taku whiriwhiri i te karetao kōrerorero AI pai rawa atu mō aku hiahia?
Tīmata ki te whāinga: te hua whaiaro (te tuhituhi, te whakamahere, te ako) ngā putanga pakihi rānei (te hurihanga, te wā whakatau, te tahuritanga, te CSAT). Kātahi ka aromatawai i te roa o te horopaki, ngā mana whakahaere reo, ngā whakaurunga (CRM, te tuku tikiti, te maramataka), me te mea kei te tangohia mai i tō pūtake mātauranga kaua i te mahi auaha. Whakamātauria ki ngā pātai o ia rā kāore i tino tika - ngā hapa pato, ngā take taha, ngā kaiwhakamahi pouri - nā te mea koinei te wāhi e tere kitea ai te kounga.
Ngā Tohutoro
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Te Whare Wānanga Paerewa me te Hangarau ā-Motu (NIST) - NIST.AI.600-1 (AI RMF / Kōtaha GenAI) PDF - nist.gov
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Tari o te Komihana Mōhiohio (ICO) - He aratohu mō te AI me te tiaki raraunga - ico.org.uk
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Te Tari o te Komihana Mōhiohio (ICO) - E whakatūpato ana te ICO kia kaua ngā whakahaere e wareware i ngā mōrearea tiaki raraunga i te mutunga o te rangahau mō te karetao kōrerorero "My AI" a Snap - ico.org.uk
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OpenAI - He aha ngā tauira reo e moemoeā ana - openai.com
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OWASP - Ngā Mea Tino Pai e 10 mō ngā Tauira Reo Nui - owasp.org
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OWASP - LLM01: Werohanga Ātaahua - owasp.org
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Ngā Ratonga Tukutuku a Amazon (AWS) - He aha te tauira reo nui? - amazon.com
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Amazon Web Services (AWS) - He aha te RAG (te whakaputanga whakarei-whakahoki)? - amazon.com
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NIST NCCoE - Tukatuka Reo Māori (whārangi kaupapa) - nist.gov
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Ngā Kaiwhakawhanake Google - Akoranga Āta Ako Mīhini: Ngā tauira reo / tohu nui - google.com
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Blog Rangahau a Google - Ngā tirohanga hohonu ki te whakatupuranga whakarei ake i te tiki: te tūranga o te horopaki rawaka - google
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IBM - Te māramatanga reo tūturu (NLU) - ibm.com
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IBM - Ngā tauira reo nui - ibm.com
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Microsoft Learn - Aratohu Copilot Studio: te māramatanga reo (te mōhio ki te whāinga / te tango hinonga) - microsoft.com
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Te Whare Wānanga o Stanford - Jurafsky & Martin: Te Tukatuka Kōrero me te Reo (Upoko PDF) - stanford.edu
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Zendesk - Pūmanawa Kōrerorero vs. Pūmanawa Kōrerorero - zendesk.co.uk
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Zendesk - AI mō te ratonga - zendesk.co.uk
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Zendesk - Utu - zendesk.co.uk
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Intercom - Chatbot vs kōrerorero AI - intercom.com
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Intercom - Whārangi Kāinga (Fin / ratonga kiritaki AI) - intercom.com
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Intercom - Utu - intercom.com
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Salesloft - Drift (Wharangi turanga Salesloft) - salesloft.com
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ManyChat - Utu - manychat.com
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ChatGPT - Utu / mahere - chatgpt.com
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Claude - Utu / mahere - claude.com
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Google One - Ngā mahere AI a Google (Gemini) - google.com
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Microsoft - Ngā utu mō te Microsoft 365 Copilot - microsoft.com