Whakautu poto: E kore e whakakapia katoatia e te AI ngā peeke haumi, engari ka tangohia e ia tētahi wāhanga nui o ngā mahi "whakaputa" iti, ā, ka tapahia ētahi tīma i te wā e whakahoutia ana ngā rerenga mahi. Mena ka taea e ngā kamupene te ārai i ngā taputapu ki roto i ngā ara ture me ngā ara arotake ārai-hau, ka tere te whakaheke i te mahi a ngā kaitātari; ki te pakaru te whakawhirinaki i raro i te pēhanga, ka mau tonu te mana o te tangata.
Ngā kōrero matua hei whakaaroaro:
Aunoatanga mahi: Whakamahia te AI mō ngā tauira tuatahi, ngā whakataurite, ngā whakarāpopototanga, me te whakatakotoranga kiriata.
Painga tangata: Arotahi ki te whakawhirinaki, ki te whiriwhiringa, ki ngā mahi tōrangapū, me te kawenga i roto i ngā mahi hokohoko ora.
Te nekehanga o te tūranga matua: Ka iti haere te mana o ngā kaitātari; ka whiwhi te hunga mahi/VP i te mana mā te arotake me te whakatau.
Ngā Mana Whakahaere Tuatahi: Me tohe kia tutuki ngā ara arotake, ngā haki āwangawanga, me ngā herenga tutuki i ngā whakaritenga.
Mōrearea whakangungu: Ki te kore e mahi uaua, hangaia anō ngā mahi ako mā te whakamahi i ngā takahuri whakaharatau ātaahua.
Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:
🔗 Ka whakakapia rānei ngā tohunga hihi-X e te AI ā muri ake nei?
Ka rerekē pea te mahi whakaahua me ngā tātaritanga āwhina-AI.
🔗 Ka whakakapia rānei e te AI ngā kaikaute, ka whakarerekētia rānei te tūranga?
Ngā mea ka taea e te aunoatanga te whakahaere, me te wāhi e hiranga tonu ana te tangata.
🔗 Ka whakakapia e te AI ngā kaitātari raraunga: ko te kōrero tūturu
He tirohanga whaihua mō ngā mahi ka taea e te AI te whakakapi, me ngā mahi kāore e taea e ia te whakakapi.
🔗 Ka whakakapia ngā rōia e te AI? He pātai uaua ake i te āhua nei
He aha te take e ātete ai ngā mahi ture ki te aunoatanga katoa, ahakoa ngā hua tere o te AI.
Ko te whakautu poto ki "Ka whakakapia rānei e te AI ngā Kaipakihi Pūtea" 📌
Kāore pea te AI e whakakapi katoa i ngā peeke haumi mai i te tīmatanga ki te mutunga nā te mea ehara i te mea ko ngā putanga anake te mahi a te peeke - engari ko te whiwhi whakawhirinaki, te whakatere i te koretake, me te tuku whakaaetanga ki waho o te raina ina he rerekē ngā hihiri me ngā maharatanga whiriwhiri o te katoa.
Engari ka tino:
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Aunoatia ngā wāhanga nui o te mahi tātari, te tuhi, me te tukatuka
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Whakawhāitihia ngā rārangi wā mō ngā tono me te whakatinanatanga
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Whakaitihia te tokomaha o ngā tāngata e hiahiatia ana mō ētahi paparanga mahi
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Nekehia te uara ki te whanaungatanga hōpa + whakatau + tohatoha
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Me akiaki ngā peeke ki te whakaaro anō i te tauira "akoranga" a ngā kaitātari-ki-ngā hoa mahi
Nō reira, ki te pātai koe "Ka whakakapia e te AI ngā Kaipakihi Pūtea" me te mea he pana kotahi noa iho, āe/kāo, ko te whakautu tika ko: Ka whakakapia e te AI ngā mahi, ehara i te momo katoa 🧠🤖
He tirotiro tere mō te mooni: ehara tēnei i te "ā tērā rā" - kei roto kē i te pāngarau o te hunga mahi 🔢
He huarahi ma ki te whakatakoto i tēnei: kāore ngā kaiwhakahaere e tautohetohe ana mēnā he mea nui te AI - kei te whakarite tahua rātou mō taua mea.
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I roto i te rangahau a te World Economic Forum mō ngā kaituku mahi, e 86% e tumanako ana ka hurihia e te AI me te hangarau tukatuka mōhiohio ā rātou pakihi i te tau 2030, ā, e whakaatu ana taua mahi anō i te nui o ngā mahi kua hurihia (te waihanga me te nekenga) e arahina ana e te huringa hanganga. [1]
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I taua wā tonu, e kī ana ngā rangahau nui mō te whakaputa hua ka taea e te AI whakaputa te whakarerekē nui i te putanga ia hāora mēnā ka angitu ngā whakahaere ki te whakahou i te wā me te whakahou i ngā rerengamahi (he "mēnā" nui, engari koinei te kaupapa). [2]
Whakamāoritanga: ahakoa kāore ngā "kaipakihi" e ngaro, te tauira whakahaere e noho rite tonu.
Ngā mahi a ngā peeke haumi (te wāhanga e warewarehia ana e te tangata) 🧾📈
Me he ripanga tātaitai me ngā papa retireti noa iho ngā peeke haumitanga, kua mutu kē tēnei kōrero. Engari he rite tonu te mahi ki ngā mahi e rima kua whakarārangihia ki roto i te koti roa:
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Te tīmatanga (te kimi me te whiwhi mahi)
Te hanga whanaungatanga, te tūnga, te wā, te tōrangapū. He iti te whakaora, he iti te rautaki, he iti te kēmu chess ♟️ -
Te whakatinanatanga (te whakatinana i te whakaritenga)
Te mahi tahi a ngā rōia, ngā kaikaute, ngā komiti ā-roto, ngā kaiārahi kiritaki, ngā hoa mahi… me ngā raruraru "iti" tonu. -
Aromatawai me te kōrero
Ehara i te mea ko ngā tau anake - he kōrero e ora tonu ana i te tirotiro. He aha tēnei mahi, he aha ināianei, he aha tēnei utu. -
Whakahaere tukanga
Ngā wātaka, ngā rūma raraunga, ngā tono aro nui, te whakahaere i ngā kaipupuri hea. He whakahaere ngeru ngaio te tikanga 🐈 -
Te whakahaere mōrearea me te whakatau ingoa pai
He rite te hiranga o ngā mea kāore e tika kia mahia ki ngā mea e tika ana kia mahia. I ētahi wā he nui ake.
Ka taea e te AI te āwhina i ngā mea e rima. He uaua ake te whakakapi i ngā mea e rima.
He aha te mea e pai ai te putanga o te AI i roto i te peeke haumi 🤝🤖
Ehara i te mea ko te "putanga pai" o te AI i roto i te peeke te mea e whakaputa ana i te paraka tino ataahua. Engari ko te mea e rite ana ki te hoa kapa pono o te tau tuatoru e:
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Kāore e moemoeā (e whakaatu mārama ana rānei i te koretake)
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E whakamārama ana i ōna whakaaro me te kore e huri hei kauhau rapunga whakaaro
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Ka mahi i roto i ngā herenga ture, me te kore e amuamu mōna
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He rite tonu te whakamahi i ngā tauira me te mana whakahaere putanga (he mate pāwera ngā pēke ki ngā āhuatanga matapōkere)
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Mārama ki te horopaki - ngā whanaketanga o te rāngai, ngā tikanga hanganga mahi, ngā aro o ngā kiritaki
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Ka pupuri i tētahi ara arotake kia taea ai e tetahi te tiaki i te putanga ā muri ake nei 😬
Waihoki: kei te whakamahi kē te pūtea i te AI (tae atu ki a GenAI) i ngā wāhi pēnei i te tukatuka me te tutuki i ngā whakaritenga o muri, me te karanga mārama i ngā mōrearea pēnei i te koretake, te tūmataitinga, te haumarutanga tukutuku me te whakaaro pākiki. Ko taua taumahatanga te kaupapa nui. [3]
Ko te whakaritenga huna ko te whakawhirinaki. He mātau te tauira, engari ki te kore e taea te whakawhirinaki i raro i te pēhanga, ka waiho hei herenga. Pērā i te motuka hākinakina kāore he parai pono - he ngahau kia kore ra ano e pono.
Te wāhi e pā tuatahi ai te AI: ngā wāhanga "ahumahi" o te peeke 🏭🧠
Ko te nekehanga tuatahi kei roto i te mahi e whai ake nei:
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Te nui o te rōrahi
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Tātauira-ārahi
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Ngāwari te hapa a te tangata
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He ngāwari ki te tirotiro mā te mīhini
Ae, he nui ngā mamae o te kaitātari matarohia kei roto i te rohe pahūtanga.
Ngā mahi ka taea te whakahaere aunoa (ka tino pēhi rānei)
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Te tuhi i te tuhinga tono tuatahi me ngā tirohanga whānui o te mākete ✍️
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Te hanga ripanga whakataurite mai i ngā tāuru hanganga
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Te whakarāpopototanga o ngā tuhinga, ngā tuhinga rangahau, me ngā tuhipoka rangahau
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Te whakahōputu i ngā kiriata me te whakatinana i ngā ture waitohu (poroporoaki, pakanga whakarite i te 2 i te ata) 🎯
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Te waihanga i ngā tauira wāhanga CIM mai i ngā tuhipoka mahi uaua kua whakaratohia
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Te whakaputa tere i ngā āhuatanga aromatawai maha
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Te tuhi īmēra, te whakahōu tūnga, ngā kaupapa hui (ngā mea whakahirahira…)
Te takahuri
Ahakoa ka "mahi" te AI i te mahi, ka mahi tonu te tangata:
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Tirohia
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Whakatikatika
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Tiakina i roto
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Whakaaturia ki waho
Nō reira, ka neke te mahi mai i te waihanga ki te arotake, te tirotiro, me te whakatau. He māmā ake te ahua… kia tae rā anō ki te wā e hainatia ai e koe 😵💫
He kōrero poto noa iho: kua 11:17 i te pō, e hiahia ana te kiritaki ki tētahi "kōrero whakapūmau ake" i te ata, ā, e hiahia ana tētahi ki e toru mō e toru . Ka taea e tētahi tatūnga AI pakari te tuhi i te reo tuatahi me te hanga i te anga kiriata i roto i ngā meneti - kātahi ka mahi te hoa mahi/VP i te mahi tūturu: te whakatika i te mea he tika te hangarau engari he hē te arumoni.
Te wāhi e raru ai te AI: te kāpia tangata e kati ai ngā mahi hokohoko 🧩💬
Anei te pono whakamā: he maha ngā uara o te peeke haumitanga he mea pāpori, he mea ā-tūranga. Ehara i te mea pāpori rūpahu - engari he pāpori horopaki.
He nui ake ngā raruraru a te AI ki:
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Te hinengaro o te kiritaki: te wehi, te whakapehapeha, ngā mahi tōrangapū ā-roto, ngā whanaketanga poari
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Te rerekētanga o te whiriwhiringa: he aha te mea i kōrerotia, he aha te tikanga
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Ngā tikanga wā: te wā hei pana, te wā hei whakamutu
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Te whakawhirinakitanga e ahu mai ana i te ingoa pai: "Kua mātakitaki ahau i tēnei kiriata i mua, kaua e pena"
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Te hanganga auaha i raro i ngā here (taake, whakahaere, taupatupatu ture)
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Te Haepapa: e hiahia ana ngā kiritaki ki tētahi tangata nāna te tohutohu
Ka taea e te tauira te whakaaro i tētahi hanganga. Kāore e taea te noho ki te aroaro o te Tumu Whakahaere Matua e riri ana, e mataku ana, ā, ka ata whakahoki i te kōrero ki ngā kōwhiringa whaitake. He pūkenga tangata rawa tēnā. Ehara i te mea makutu - he tangata.
Ripanga Whakataurite: ngā whakatakotoranga "AI + peeke" pai rawa atu (me te hunga e āwhinahia ana e rātou) 📊✨
Anei tētahi tirohanga whaihua - ehara i te tuhinga hokohoko "taputapu AI pai rawa atu", engari he rite ki te "tauira whakamahinga pai rawa atu".
| Utauta / Tatūnga | hunga whakarongo | Utu | He aha i mahi ai |
|---|---|---|---|
| Kaitātari tuarua mō ngā whakataetae + ngā tauira | Ngā Kaitātari, Ngā Hoa Mahi | $-$$ | Ka tere ake ngā tauira tuatahi + ka whakaiti i ngā hapa kuware. Me tirotiro tonu (i ngā wā katoa). |
| He mīhini whakaputa papa-whakarewa me ngā ārai waitohu | Ngā tīma kapinga | $$ | Ka huri tere i ngā whakarāpopototanga matapōkere hei whārangi whai hua… heoi, ka rerekē te whakatakotoranga i ētahi wā |
| Whakarāpopototanga o te Auahatanga + karetao Pātai me te Whakautu | Ngā tīma mahi tahi | $$-$$$ | Ka tino whakaiti i te wā pānui, engari mēnā he ma te urunga raraunga me te whakaaetia |
| Te rapu mātauranga ā-roto (ngā kaupapa here, ngā tauira) | Te katoa | $$ | Ka kitea te whakautu "me pēhea tā tātou mahi i tēnei i te wā whakamutunga?" - he penapena wā nui 📚 |
| Te mātauranga whanaungatanga (ngā tohu, te mahere pūkete) | Kaumātua, takenga mai | $$-$$$ | Āwhina ki te tautuhi i te wā me ngā koki; kāore e whakakapi i te whanaungatanga tuturu |
| Te reremahi whakaaetanga + te kaitirotiro hanganga ture | Mōrearea, ture, peeke | $$$ | Ārai i ngā hapa ka noho hei upoko kōrero. Ā, ka whakaroa hoki i ngā mahi… he mea whakakatakata 😬 |
Ae, he pōhēhē te utu. He mea āta whakaarohia tēnā. Ko te hokohoko peeke he ao whakarara anō.
Ka whakakapia rānei ngā Kaipakihi Pūtea e te AI: kei te tūranga matua 👔🧑💻
Koinei te wā ka pīkari ai te kōrero.
Ngā kaitātari me ngā tauira 😵💫
He nui ngā mahi a ngā taiohi:
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Te tuhi
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Te Whakahōputu
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Kei te whakahōu
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Te hanga anō i te tauira kotahi me ngā whakarerekētanga iti
Ka pēhia rawatia tēnei e te AI. Ko tōna tikanga:
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He iti ake pea ngā tauira taitamariki e hiahiatia ana mō te putanga ōrite
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Ko ngā mema taitamariki e toe ana ka tumanakohia kia mahi wawe i te taumata teitei ake
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Ka whakararuraruhia te tauira "ako mā te mamae"
He tino mōrearea tēnei: ki te tangohia e te AI te mahi ngunguru, ka ngaro pea i ngā tamariki te mahi tāruarua e hanga ana i te māramatanga. He rite ki te ako tunu kai mā te tono kai anake - ka ora koe, engari kāore koe e noho hei kaimahi tunu kai.
Ngā Hoa Mahi me ngā VP 🧠
Tērā pea ka nui ake te uara o ēnei tūranga, nā te mea:
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Whakamāoritia ngā hiahia o te kiritaki ki ngā hua ka puta
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Kimihia te mea he i mua i te tukunga mai
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Whakahaerehia ngā kaipupuri hea me ngā wātaka
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Whakamāramahia te koretake o te whakaaro, me te waea atu
Mā te AI rātou e tere ake ai, ehara i te mea kua tawhito.
Ngā Tākuta me ngā kaihanga ua ☔
Mena kei te tino whiwhi moni koe mā roto i ngā whanaungatanga me te whakawhirinaki, kāore te AI e whakakapi i a koe. Tērā pea ka whānui ake te āputa i waenga i:
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Ngā kaipakihi ka taea te tīmata me te tuku tohutohu
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Ko ngā kaipakihi e tirotiro ana i te tukanga te nuinga
He nanakia, engari… āe.
Te puranga pūkenga hou a te peeke (arā, me pēhea te kore e waiho ki te taha) 🧰🚀
Ki te tangohia e te AI te mahi whakaputa auau, ko te mea e toe ana ko te utu a te tangata.
Ngā pūkenga ka nui ake te uara
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Te hanga kōrero a te kiritaki: te huri i te uauatanga hei whakapono 🎤
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Whakatau arumoni: he aha te mea nui, he aha te mea kāore, he aha te mea mōrearea
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Te mōhio ki ngā tauira ā-rāngai: te mōhio ki te "take" o ngā tau
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Te whiriwhiringa me te awe: ā-roto, ā-waho hoki
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Te arataki tukanga: te pupuri i ngā mahi hokohoko kia haere tonu i roto i te uauatanga
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Te tirotiro i te AI: te akiaki, te whakamana, me ngā putanga whakamātautau ahotea
Āe, ko te "mōhio ki te AI" ka noho hei mea tūturu - ehara i te mea whakarihariha. He rite tonu ki: ka taea e koe te whakamahi tika, tere, me te kore e whakama te tīma.
Ngā mea whakararuraru: te mōrearea, te tutuki i ngā whakaritenga, me te nama ⚠️🏛️
Ehara te peeke i te pouaka onepū. He mīhini kawenga.
E rua ngā āhuatanga tino koretake e akiaki ana i te tere o te tango:
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Kāore te whakahaere mōrearea tauira i te mea whiriwhiri.
He roa ngā tumanako a ngā kaiwhakahaere peeke mō te whakahaere mōrearea tauira: te whakamana, te tuhi, me te whakahaere. (Kāore te AI whakaputa e whiwhi noa i te mana whakahaere - ki te mea he mea, ka whakapiki ake i te pae mō ngā mana whakahaere.) [4] -
Ka tere te uaua o ngā whakawhitiwhiti kōrero me te pupuri tuhinga.
He herenga mārama ā ngā kaihokohoko ki te pupuri i ngā whakawhitiwhiti kōrero e pā ana ki te pakihi (tae atu ki ngā whakawhitiwhiti kōrero hiko) i raro i ngā tikanga pupuri tuhinga a te SEC/FINRA. He mea nui tēnei ina tīmata te tangata ki te whakapiri i ngā horopaki o te whakaaetanga ki ngā taputapu, ki te whakaputa tauira, ki te "kōrerorero" rānei ki ngā karetao ā-roto. [5]
Nō reira, he rite tonu te āhua o te whāngai ki tēnei: "Kei ngā wāhi katoa te AI… engari i muri i te taiepatanga."
Te āhua o te heke mai: he iti ake ngā paparanga, he tere ake ngā huringa, he nui ake ngā mahi motuhake 🔄💼
Ehara i te whakangaromanga o ngā peeke te putanga tūturu. Engari he whakahou i ngā taputapu o ngā peeke:
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Ngā tīma mahi taurite e tautokona ana e ngā pūnaha AI
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He maha atu ngā "pūpū" o te rāngai + hua + pūkenga whakahaere
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Te tere ake o te whakatinanatanga o ngā tohu me ngā tauira
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He nui ake te aro ki te tohatoha (ko wai ka taea te whakanoho, ko wai ka taea te kawe mai i ngā kaihoko, ko wai ka taea te neke i te whakapaipai)
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He wehenga i waenganui i:
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He mahi tohutohu whakawhirinaki nui (he nui te mahi a te tangata)
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Ngā mahi whakaputa nui (he nui ngā mahi hangarau matihiko)
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Me tumanako hoki kia nui ake ngā toa hokohoko ka eke ki runga ake i tā rātou kaha. Mēnā ka hoatu e te AI he kaha whakaputa ki ngā tīma iti, he kamupene nui, ko te mea e wehewehe ai ko ngā whanaungatanga, te whakatau tika, me te tohungatanga motuhake 🥊
Ka whakakapia e te AI ngā Kaipakihi Pūtea: te putanga iti 🧾✅
Ka whakakapia rānei ngā Kaipakihi Pūtea e te AI? Kāore i te tino whakakapia. Engari ka whakakapia e ia tētahi wāhanga nui o ngā mahi a ngā kaipakihi, inā koa ngā mahi whakaputa iti.
He aha ngā mea e piri ana:
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Ngā whanaungatanga
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Whakawa
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Te whiriwhiringa
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Te kawenga
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Te whakatere i ngā pūnaha tangata (ngā poari, ngā whakapehapeha, ngā mahi tōrangapū… āe)
Ngā huringa:
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Ngā rahi o ngā tīma
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Ngā ara whakangungu
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Ngā tumanakohanga tere
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Te whakamāramatanga o te "tāpiri uara"
Ko te tangata e toa ana i te peeke, ko ia te tangata ka noho hei ētita tino pai mō te ao tūturu - mā te whakamahi i te AI hei horsepower, me te noho tonu hei kawenga mō te karanga. He ahua rotarota, engari he pono anō hoki. He rite ki te whakamahi i te taputapu hiko: ka tere ake koe, ehara i te mea ka mōhio ake.
Ngā Pātai Auau
Ka whakakapia rawatia rānei e te AI ngā peeke haumi?
Ehara i te mea he mahi ātaahua, he mahi whānui mai i te tīmatanga ki te mutunga. Ehara i te mea ko ngā putanga anake te mahi pēke haumi - engari ko te whakawhirinaki, ko te whakatau, ko te tōrangapū, me te akiaki i ngā tāngata tūturu ki te kī "āe" i raro i te pēhanga. Ka whakakapia e te AI ngā wāhanga o te mahi, ka whakawhāiti i ngā wātaka, ka whakaiti i ētahi paparanga, inā koa i roto i te mahi whakaputa iti. Engari e hiahia tonu ana ngā kiritaki ki tētahi tangata e pupuri ana i ngā tohutohu (me ngā hua). 🤝
Ko ēhea ngā mahi peeke haumi ka tino aunoatia i te tuatahi?
Ko te mahi "ā-umanga" ka pāngia tuatahitia: he nui te rahinga, he tauira-ā-ringa, ā, he ngāwari ki te tirotiro ā-ringa. Whakaarohia te tuhinga tono tuatahi, ngā tirohanga whānui o te mākete, ngā ripanga whakataurite, ngā whakarāpopototanga o ngā tuhinga/tuhinga, te whakatakotoranga o ngā kiriata, ngā wāhanga tauira CIM, ngā whakahaerenga horopaki, me ngā whakahoutanga tūnga mutunga kore. Ko te mea nui, kāore koe e mutu te mahi - ka neke koe mai i te waihanga ki te arotake, te whakatika, me te tiaki i te putanga ina hē te mahi arumoni.
Ka whakakapia rānei ngā kaimahi peeke haumi i te taumata kaitātari e te AI?
Ka whakawhāitihia e te AI te uaua o te mahi a te kaitātari matarohia: te tuhi, te whakatakotoranga, te whakahou, me te hanga anō i te tauira kotahi me ngā whakarerekētanga iti. Ko te tikanga o tēnā he iti ake ngā tauira iti e hiahiatia ana mō te putanga kotahi, ā, he nui ake ngā tumanakohanga mō te hunga e noho tonu ana. Ko te mōrearea ko te whakangungu: ki te ngaro te mahi pukumahi, ka ngaro hoki te whakahounga e hanga ana i ngā kare ā-roto. Kāore e taea e koe te koi mā te "whakahau" noa i te mahi. 😅
He aha ngā mea ka pā ki ngā hoa mahi, ngā VP, me ngā MD i te horapa o te AI?
Tērā pea ka nui ake te uara o ngā hoa mahi me ngā VP nā te mea ka hurihia e rātou ngā hiahia uaua o te kiritaki hei hua, ā, ka hopukina ngā raruraru i mua i te tukunga o tetahi mea. Ka whakahaerehia hoki e rātou ngā wātaka, ngā kaipupuri hea, me te koretake - ngā wāhi e raru tonu ana te AI. Mō ngā MD, kāore e memeha te hononga me te pūtake whakawhirinaki. Ka whānui ake te āputa i waenga i ngā kaihanga ua me te hunga e tirotiro ana i te tukanga. ☔
He aha te take e raru ai te AI me ngā wāhanga o te peeke e kati ana i ngā mahi hokohoko?
Nā te mea ko ngā wāhanga tino uaua he āhuatanga, he tangata hoki. Ka taea e te AI te whakaaro i ngā hanganga, engari ko te hinengaro o te kiritaki, ko ngā mahi tōrangapū a te poari, ko ngā āhuatanga whiriwhiri, me ngā tikanga wā ehara i te huinga raraunga ma. He uaua hoki te whakawhirinaki e ahu mai ana i te ingoa pai: "Kua mātakitaki ahau i tēnei kiriata i mua" he wāhanga wheako, he wāhanga kawenga. Ina he haurua riri, he haurua mataku hoki te Tumu Whakahaere Matua, me ārahi te rūma e tetahi - kaua e whakaputa tuhinga noa.
Me pēhea e taea ai e ngā peeke te whakamahi i te AI i roto i te peeke haumi me te kore e wera?
He rite te mahi a te whakatakotoranga "pai" ki tētahi hoa kapa taitamariki pono: ka tohu i te koretake, ka whakamārama i ngā whakapae, ka mahi i roto i ngā herenga ture, ā, ka pupuri i ngā tauira kia rite tonu. He mea nui anō hoki, me whai ara arotake kia taea ai e te tangata te tiaki i ngā putanga i muri mai. He rite tonu te whakamahinga ki te "AI i ngā wāhi katoa... engari kua āraia," nā te mea kāore te tūmataitinga, te haumarutanga tukutuku, te mārama, me ngā mōrearea whakaarokore e ngaro i te rā o te whakaaetanga. ⚠️
He aha ngā mōrearea nui rawa atu mō te tutuki i ngā whakaritenga me te pupuri tuhinga a GenAI i roto i te ao peeke?
E rua ngā āhuatanga tūturu e whakaroa ana i ngā mea katoa. Tuatahi, ehara i te mea whiriwhiri te whakahaere mōrearea tauira - e tumanako ana ngā kaiwhakahaere ki te whakamana, ki te tuhi tuhinga, me ngā mana whakahaere, ā, ka taea e GenAI te whakapiki ake i te pae kaua ki te whakaheke. Tuarua, he mea nui ngā whakawhitiwhiti kōrero me te pupuri tuhinga: ina whakapirihia e te tangata ngā horopaki whakaaetanga ki ngā taputapu, ina whakaputa tauira rānei i roto i te kōrerorero, ka taea e koe te hanga raruraru pupuri me te tirotiro i raro i ngā tikanga kaihokohoko-kaihokohoko.
Me pēhea tō noho uara mēnā kei te hurihia e te AI te peeke haumi?
Whakaarohia te "mana, kaua te whakaaro nui." Whakamahia te AI hei tuhi, hei hanga, hei whakahou tere - kātahi ka whakapau i tō wā tangata ki te kōrero, ki te whakatau arumoni, ki te mōhio ki ngā tauira o te rāngai, ki te whiriwhiri, me te ārahi tukanga. Ko te "pai ki te AI" ko te tirotiro i a ia me te kawenga: te akiaki pai, te whakamātautau ahotea i ngā putanga, me te hopu i ngā mea e tika ana i te taha hangarau engari he hē i te taha arumoni. Ka noho ko ngā toa hei ētita pai o te mooni.
Tauira o te ao tūturu: Te hanga i tētahi kaiawhina arotake pukapuka whakatairanga AI
Horopaki
Whakaarohia tētahi tīma hokohoko waenga-mākete e whakarite ana i tētahi whakaaturanga tuatahi mō tētahi kamupene pūmanawa nā te kaihanga. Me whakahou e te kaitātari ngā whakataurite hokohoko, me whakarāpopoto ngā purongo hou o te rāngai, me tuhi he kōrero aromatawai, me te huri i ngā tuhipoka mai i te Kaiwhakahaere Matua hei papa kōrero 12-kiriata ma.
Koinei tonu te momo mahi ka taea e te AI te kōpeke - engari kāore e taea te whakahaere aunoa i te katoa me te haumaru.
Ko te whakatakotoranga tika ehara i te "tuku i te AI ki te tuku i te kaupapa". Engari: whakamahia te AI hei kaiawhina tuatahi e whakahaeretia ana, kātahi ka waiho te kaitātari, te hoa mahi, me te VP hei kawenga mō te tirotiro i ngā nama katoa, te pūtake, me ngā kereme arumoni i mua i te wehenga atu o te tīma.
Ngā mea e hiahiatia ana e te kaiawhina
Me whai mahi āwhina tēnei hei kaiawhina peeke:
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Te tauira pukapuka tono kua whakaaetia e te peeke me ngā ture whakatakotoranga
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He rārangi o ngā pūtake raraunga kua whakaaetia
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Ngā tauira tono kua whakaaetia i mua mai i te rāngai kotahi
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Ngā pūrongo pūtea hou a te kamupene i tukuna mai e te kiritaki, e ngā tuhinga tūmatanui rānei
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He ripanga whakataurite o nāianei i hangaia, i tirohia rānei e te tangata
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Ngā ture mārama mō ngā mea kāore e whakaaetia kia mahia e te tauira, pērā i te tito i ngā taurangi aromatawai, te whakaingoa i ngā kiritaki muna, te hanga kereme mākete kāore i te pūtake mai
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He ara arotake e hiahiatia ana e whakaatu ana i ngā tāuru i whakamahia mō ia putanga
Kaua te kaiawhina e whai urunga tuwhera ki ngā kōnae kirimana tairongo ki te kore te umanga e whai whakaaetanga, ture pupuri, me ngā mana whakahaere hanganga ture kua whakaritea.
Tauira tohutohu
Whakamahia te tauira pukapuka whakatairanga M&A pūmanawa kua whakaaetia. Tauira kiriata 3 ki te 7 mō tētahi kamupene SaaS poutū a te kaiwhakaū e whakaaro ana ki tētahi haumi tipu tokoiti.
Whakamahia anake te whakarāpopototanga kamupene kua tukuna ake, te ripanga whakataurite kua whakaaetia, me ngā tauira tono pūmanawa kua whakaaetia e toru o mua. Kaua e waihanga i ngā tatauranga pūtea hou. Kaua e whakahua i ngā kereme mākete mēnā kāore i puta i roto i ngā rauemi kua whakaratohia. Tohua ngā raraunga ngaro i roto i ngā pūrua tapawhā.
Mō ia kiriata, whakaratohia:
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Taitara kiriata
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E toru ki te rima ngā tohu matā
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Tūtohi, ripanga rānei kua tūtohutia
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Tuhipoka pūtake
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Te mōrearea, te whakapae rānei hei tirotiro mā te hoa mahi
Kia arumoni, kia poto, kia tika hoki te reo mō te hunga whakarongo a te Tumu Whakahaere Matua.
Me pēhea te whakamātautau
Tīmata ki ngā mahi whakahaere e rima i mua i te whakamahinga i runga i te mahi ora:
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Hoatu he ripanga whakataurite kua whakaaetia, ka tono kia tukuna mai he whakarāpopototanga aromatawai.
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Tangohia tētahi tau matua, ka tirotiro mēnā kei te tohu i te āputa, kaua ki te matapae.
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Me tono atu ki te kamupene kia tuhi i tētahi tirohanga whānui mō te mākete ma te whakamahi i ngā puna kua tukuna anake.
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Whakatauritea ngā taitara o ngā kiriata ki tētahi papa kiriata kua whakaaetia i mua.
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Me tono atu ki tētahi hoa mahi kia tohua ia putanga kua whakaaetia, kua whakatikahia, kua whakakahoretia, kua whakapikihia rānei.
E mea ana tētahi putanga pai: "Kei te ngaro te tipu ARR [i roto i ngā rauemi kua whakaratohia], nō reira me whakaū tēnei kōrero i mua i te tāpiritanga."
E kī ana te putanga kino: "Kei te tipu te kamupene i te ARR ki te 35%" i te mea kāore i tukuna taua tau. Ehara tēnā i te hapa kino i roto i te peeke. Koinei te take e mura ai te whakawhirinaki.
Hua
He hua tauira, i runga i te wā i whakaritea ai ngā mahi tauira e rima i mua atu, ā, i muri mai i te whakamahinga o te tukanga mahi:
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I heke te roa o te tuhi kiriata whiti tuatahi mai i te 4 hāora 30 meneti ki te 1 hāora 15 meneti.
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Kua heke ngā whakatikatika hōputu mai i te 23 whakatikatika ā-ringa ki te 7 whakatikatika ā-ringa.
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I heke te wā arotake a ngā hoa mahi mai i te 1 hāora 40 meneti ki te 55 meneti.
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E rua ngā kereme kāore i tautokona i mau i te wā o te whakamātautau nā te mea i tohua e te kaiawhina te rauemi pūtake ngaro, kaua ki te whakakī i te āputa.
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I hiahiatia tonutia he arotake tangata mō te 100% o ngā kiriata kia whakaaetia ai.
Ehara i te mea i "whakakapi" te kaiawhina i te kaitātari. I hurihia te mahi a te kaitātari mai i te whakaputa whārangi kau ki te tirotiro pūtake, te whakatika arumoni, me te whakahaere hapa.
He aha te mea ka hē
Ko te mōrearea nui ko te whakapono teka. Ahakoa he ātaahua te āhua o tētahi kiriata, tera pea kei roto tonu he whakaaro hē, he raraunga tawhito, he kereme rānei e kinongia ana e te kiritaki.
Ko ngā hapa noa ko:
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Te tuku i te kaiawhina ki te tango mai i ngā puna kāore i whakaaetia
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Te pātai i ngā pātai whānui pēnei i te "whakapai ake i tēnei kaupapa"
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Te kore e wehewehe i ngā raraunga tūmatanui mai i ngā rauemi kirimana huna
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Te whakamahi i te reo aromatawai i hangaia e te AI me te kore e tirotiro i ngā tau
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Te peke i te mana putanga nā te mea "he tika te āhua" o te putanga
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Te ine i te tere anake, kaua i te ine i ngā reiti hapa, i te kounga arotake rānei
Ko te ture haumaru ko te māmā noa iho: Ka taea e te AI te tuhi, te whakarite, te whakarāpopoto, me te tohu. Kei te whakaae tonu te tangata ki ngā tohutohu, kei te tiaki, kei te pupuri tonu hoki i a rātou.
He kai tango-ā-ringa whai hua
Mō te peeke haumi, ehara te reremahi AI toa i te peeke makutu i roto i te pouaka. He paparanga whakaputa iti e tino whakahaerehia ana me ngā whakaurunga mārama, ngā whakaaetanga tino pakari, te arotake tangata, me ngā tirotiro kounga e taea te ine. Ki te whakamahia pai, ka penapena haora. Ki te whakamahia koretake, ka tere ake te hanga hapa utu nui.
Ngā Pātai Auau
Ka whakakapia rawatia rānei e te AI ngā peeke haumi?
Ehara i te mea he mahi ātaahua, he mahi whānui mai i te tīmatanga ki te mutunga. Ehara i te mea ko ngā putanga anake te mahi pēke haumi - engari ko te whakawhirinaki, ko te whakatau, ko te tōrangapū, me te akiaki i ngā tāngata tūturu ki te kī "āe" i raro i te pēhanga. Ka whakakapia e te AI ngā wāhanga o te mahi, ka whakawhāiti i ngā wātaka, ka whakaiti i ētahi paparanga, inā koa i roto i te mahi whakaputa iti. Engari e hiahia tonu ana ngā kiritaki ki tētahi tangata e pupuri ana i ngā tohutohu (me ngā hua). 🤝
Ko ēhea ngā mahi peeke haumi ka tino aunoatia i te tuatahi?
Ko te mahi "ā-umanga" ka pāngia tuatahitia: he nui te rahinga, he tauira-ā-ringa, ā, he ngāwari ki te tirotiro ā-ringa. Whakaarohia te tuhinga tono tuatahi, ngā tirohanga whānui o te mākete, ngā ripanga whakataurite, ngā whakarāpopototanga o ngā tuhinga/tuhinga, te whakatakotoranga o ngā kiriata, ngā wāhanga tauira CIM, ngā whakahaerenga horopaki, me ngā whakahoutanga tūnga mutunga kore. Ko te mea nui, kāore koe e mutu te mahi - ka neke koe mai i te waihanga ki te arotake, te whakatika, me te tiaki i te putanga ina hē te mahi arumoni.
Ka whakakapia rānei ngā kaimahi peeke haumi i te taumata kaitātari e te AI?
Ka whakawhāitihia e te AI te uaua o te mahi a te kaitātari matarohia: te tuhi, te whakatakotoranga, te whakahou, me te hanga anō i te tauira kotahi me ngā whakarerekētanga iti. Ko te tikanga o tēnā he iti ake ngā tauira iti e hiahiatia ana mō te putanga kotahi, ā, he nui ake ngā tumanakohanga mō te hunga e noho tonu ana. Ko te mōrearea ko te whakangungu: ki te ngaro te mahi pukumahi, ka ngaro hoki te whakahounga e hanga ana i ngā kare ā-roto. Kāore e taea e koe te koi mā te "whakahau" noa i te mahi. 😅
He aha ngā mea ka pā ki ngā hoa mahi, ngā VP, me ngā MD i te horapa o te AI?
Tērā pea ka nui ake te uara o ngā hoa mahi me ngā VP nā te mea ka hurihia e rātou ngā hiahia uaua o te kiritaki hei hua, ā, ka hopukina ngā raruraru i mua i te tukunga o tetahi mea. Ka whakahaerehia hoki e rātou ngā wātaka, ngā kaipupuri hea, me te koretake - ngā wāhi e raru tonu ana te AI. Mō ngā MD, kāore e memeha te hononga me te pūtake whakawhirinaki. Ka whānui ake te āputa i waenga i ngā kaihanga ua me te hunga e tirotiro ana i te tukanga. ☔
He aha te take e raru ai te AI me ngā wāhanga o te peeke e kati ana i ngā mahi hokohoko?
Nā te mea ko ngā wāhanga tino uaua he āhuatanga, he tangata hoki. Ka taea e te AI te whakaaro i ngā hanganga, engari ko te hinengaro o te kiritaki, ko ngā mahi tōrangapū a te poari, ko ngā āhuatanga whiriwhiri, me ngā tikanga wā ehara i te huinga raraunga ma. He uaua hoki te whakawhirinaki e ahu mai ana i te ingoa pai: "Kua mātakitaki ahau i tēnei kiriata i mua" he wāhanga wheako, he wāhanga kawenga. Ina he haurua riri, he haurua mataku hoki te Tumu Whakahaere Matua, me ārahi te rūma e tetahi - kaua e whakaputa tuhinga noa.
Me pēhea e taea ai e ngā peeke te whakamahi i te AI i roto i te peeke haumi me te kore e wera?
He rite te mahi a te whakatakotoranga "pai" ki tētahi hoa kapa taitamariki pono: ka tohu i te koretake, ka whakamārama i ngā whakapae, ka mahi i roto i ngā herenga ture, ā, ka pupuri i ngā tauira kia rite tonu. He mea nui anō hoki, me whai ara arotake kia taea ai e te tangata te tiaki i ngā putanga i muri mai. He rite tonu te whakamahinga ki te "AI i ngā wāhi katoa... engari kua āraia," nā te mea kāore te tūmataitinga, te haumarutanga tukutuku, te mārama, me ngā mōrearea whakaarokore e ngaro i te rā o te whakaaetanga. ⚠️
He aha ngā mōrearea nui rawa atu mō te tutuki i ngā whakaritenga me te pupuri tuhinga a GenAI i roto i te ao peeke?
E rua ngā āhuatanga tūturu e whakaroa ana i ngā mea katoa. Tuatahi, ehara i te mea whiriwhiri te whakahaere mōrearea tauira - e tumanako ana ngā kaiwhakahaere ki te whakamana, ki te tuhi tuhinga, me ngā mana whakahaere, ā, ka taea e GenAI te whakapiki ake i te pae kaua ki te whakaheke. Tuarua, he mea nui ngā whakawhitiwhiti kōrero me te pupuri tuhinga: ina whakapirihia e te tangata ngā horopaki whakaaetanga ki ngā taputapu, ina whakaputa tauira rānei i roto i te kōrerorero, ka taea e koe te hanga raruraru pupuri me te tirotiro i raro i ngā tikanga kaihokohoko-kaihokohoko.
Me pēhea tō noho uara mēnā kei te hurihia e te AI te peeke haumi?
Whakaarohia te "mana, kaua te whakaaro nui." Whakamahia te AI hei tuhi, hei hanga, hei whakahou tere - kātahi ka whakapau i tō wā tangata ki te kōrero, ki te whakatau arumoni, ki te mōhio ki ngā tauira o te rāngai, ki te whiriwhiri, me te ārahi tukanga. Ko te "pai ki te AI" ko te tirotiro i a ia me te kawenga: te akiaki pai, te whakamātautau ahotea i ngā putanga, me te hopu i ngā mea e tika ana i te taha hangarau engari he hē i te taha arumoni. Ka noho ko ngā toa hei ētita pai mō te ao tūturu. 🧠🤖
Ngā Tohutoro
[1] Huinga Ōhanga o te Ao - Te Pūrongo mō te Ao o Ngā Mahi 2025 (Whakarāpopototanga)
[2] McKinsey Global Institute - Te pūmanawa ōhanga o te AI whakaputa: Te rohe whakaputa e whai ake nei
[3] Bank for International Settlements - Pūnaha pūtea atamai: me pēhea te whakarerekētanga pūtea a te AI (Ngā Pepa Mahi BIS Nama 1194, PDF)
[4] Federal Reserve - Aratohu Tirotiro mō te Whakahaere Mōrearea Tauira (SR 11-7), PDF
[5] FINRA - Ngā Pukapuka me ngā Rekoata (tae atu ki te pupuri i ngā whakawhitiwhitinga hiko a te SEC Exchange Act Rule 17a-4)