Whakautu poto: Kāore e taea e te AI te whakakapi katoa i ngā peeke haumi, engari ka tangohia e ia te nuinga 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 mō te ao tūturu. 🧠🤖
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 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.
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)