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He aha ngā mea e rere ana i te Village i tēnei rā

Ngā Rā Tuatahi

Ko tēnei tuhinga e pā ana ki ngā mea e tū nei i tēnei rā — ehara i ngā mea e whakamahere ana mātou ki te hanga, ehara i ngā mea e tūmanako ana mātou kia tutuki, engari ko ngā mea e rere ana ināianei i te whakaputanga. Ki te mea kua whakamaheretia tētahi mea, engari kāore anō kia whakarewahia, ka kī mārika mātou. (Ka whakamāramahia ngā kupu kāore e mōhiotia ana ki te reo māmā i te rārangi kupu.)

Kei te rere a Village AI i te taiao whakaputa mai i te tau 2025. He pūnaha rangatahi tēnei: he pai te mahi o ētahi wāhanga, he mārō tonu ētahi, ā, e tohu ana tēnei tuhinga i ēnei āhuatanga e rua. He hoa piri pūmau ake tētahi whakahaere e whakauru ana i tētahi tūāpapa mō ngā pārongo mārama, i tētahi e whakauru ana i runga i te hokohoko.

Ngā Mea e Taea ana e Village AI mō Tō Pakihi i Tēnei Rā

Whakautua ngā pātai mō ngā ihirangi o tō whakahaere. Ina pātai tētahi mema o te rōpū, "Ahea te hui poari e whai ake nei?" rānei "He aha tā te kaiwhakahaere i kī mō te kirimana kaiwhakarato hou?", Ka rapu a Village AI i ngā pūrongo tūturu o tō whakahaere — ngā whakahou ā-tīma, ngā pūrongo kaupapa, ngā whakamārama hui, ngā tuhinga poari — ā, ka tuku i tētahi whakautu e ū ana ki aua ihirangi. Kāore ia e matapae, e whakapae rānei i runga i ngā mōhiotanga whānui. Mēnā kāore e kitea e ia te whakautu i roto i ō pūrongo, ka kī atu ia.

Āwhina ki te tuhi tuatahi. Ka āwhina a Village AI ki te tuhi whakahou mō te rōpū, ngā whakawhitiwhiti kōrero ki ngā kiritaki, me ngā pānui ā-roto. Nā te mea kua whakangungua ki ngā ihirangi o tō whakahaere o mua, ka whakaata āna tuhinga tuhi i te reo me te āhua o tō pakihi — ehara i te tauira ā-umanga whānui. Ka arotake, ka whakatika te kaiwhakahaere i ia tuhinga tuhi i mua i tōna tukuna ki te rōpū, ki te kiritaki rānei.

Whakarāpopoto i ngā tuhinga roa. Ka taea te whakarāpopoto i tētahi pūrongo poari roa, tētahi raupapa whakahou kaupapa rānei, hei whakaatu i ngā kōrero matua. He tino whaihua tēnei mō ngā mema o te rōpū e hiahia ana kia mōhio tonu, engari kāore he wā hei pānui i ngā mea katoa. Mō ngā rōpū mahi ngātahi e whai herenga whakahaere mema ana, ka taea e tēnei te whakaiti i te ārai ki te whai wāhi mā te mōhio.

Whakamāori i waenga i ngā reo. Ka tautoko a Village i ngā reo e rima — te reo Ingarihi, te reo Tiamana, te reo Wīwī, te reo Holani, me te reo Māori. Ka āwhina te AI ki te whakamāori i ngā ihirangi ā-roto, ahakoa ka tūtohutia kia arotakehia e te tangata ngā whakawhitiwhiti kōrero ki ngā kiritaki me ngā tuhinga ture hira.

Tātari i ngā urupare a te rōpū. Ka tukuna e tētahi mema o te tīma he urupare mā te papanga — he pātai, he tūtohutanga, he pūrongo mō tētahi mea kāore e mahi ana — ka whakarōpūhia e te AI, ka rangahaua mēnā ka taea, ā, ka whakamōhio atu ki te mema o te tīma kua whakatikahia. Kua hoahoatia kia puta tēnei me te kore e hiahiatia kia whakarōpūhia e te kaiwhakahaere ia wāhanga urupare ā-ringa.

Ngā Wāhi e Mahi Ana ai a Village, Ehara i te Mea e Whakautu Noa Ana

I whakaritea e ngā Tuhinga 1 me 2 tētahi wehewehenga e tika ana kia mau: ka whakautu te chatbot, ka mahi te kaiārahi. Nō reira, he tika te pātai — ka whakautu noa a Village AI, ka mahi rānei hoki?

Ka mahi ia i roto i ngā huarahi kua āta herea. Ko te tauira tino mārama i tēnei rā ko te whakatau urupare. Ina tohu tētahi mema o te rōpū he kore āwhina tētahi whakautu, kāore a Village e tuhi noa i tētahi amuamu kia tirohia e te kaiwhakahaere ā muri ake. Ka tirotiro ia i te whakautu tika i runga i ngā rekoata o tō whakahaere, ā, ki te taea e ia te whakatau i tētahi take noa, iti te tūraru, i runga i ngā taunakitanga pakari, ka mahia e ia anō — e whakapai ana i te mātauranga o te pūnaha kia whiwhi ai te tangata e pātai mai ana ā muri ake i tētahi whakautu pai ake. He whanonga māia tūturu tēnei: ka whakahaere te AI i tētahi mahi maha-hipanga, ehara i te mea ka whakaputa noa i tētahi rerenga kōrero.

Engari tirohia ngā here e karapoti ana i tēnei, nā te mea koirā te take matua. Ka mahi anake te māngai i roto i ngā raraunga o tō whakahaere. Ka mahi anake ia i ngā take auau, ka taea te whakahoki. Ā, i te wā ka kitea e ia he raruraru pūnaha — arā, he tauira o ngā hapa e hono ana, e tohu ana he hē hōhonu ake — ka mutu tana mahi, ka whakamōhio atu ki tētahi tangata, nā te mea ehara i te whakatikatika auau anō, engari he whakataunga mā te tangata. Ko te whāinga o te hoahoa kia aroturukihia aunoa te nuinga o ngā urupare noa, ā, ka tukuna ngā take whai hua ki te tēpu o tētahi tangata.

Koinei te āhua whaihua o te mātāpono nō te Tuhinga 3: ka mahi tētahi māngai e whakahaere ana koe i ngā wāhi haumaru, ā, ka taea te whakahoki, ā, ka whakamuri ia i ngā wā kāore. He rerekē tēnei ki tētahi kaiwhakahaere o waho e mahi ana ki ngā mea katoa, ā, he iti ake ngā huarahi mōu ki te urutau.

Ngā Mea Kāore e Mahia e te AI

Kāore ia e whakatau mō tō whakahaere. Ina pā ana tētahi pātai ki ngā uara, ki ngā tikanga, ki te whakatau rānei, ka mutu te AI, ā, ka tukuna ki tētahi tangata. Tō kaiwhakahaere, tō kaiārahi, tō poari — ko ngā tāngata e whakawhirinaki ana tō whakahaere ki a rātou mō ēnei whakataunga.

Kāore ia e mahi i ngā mahi whai pānga nui, kāore rānei e taea te whakahoki, i a ia anake. E ai ki tā te wāhanga o mua i whakamārama ai, i ngā wā e mahi ana a Village AI, ka mahi ia mō ngā take auau, ka taea te whakahoki, kei roto i ngā raraunga o tō whakahaere anake. Kāore ia e tuku karere i tō ingoa, e here ana i tō whakahaere ki tētahi mea, e neke moni, e whakarerekē rānei i ngā mea kāore e taea te whakahoki, mehemea kāore he tangata i roto i te tukanga. Ka noho tonu ngā kī ki tō whakahaere.

Kāore ia e uru ki ngā ihirangi kāore i hoatu ki a ia. Ka noho muna tonu ngā ihirangi muna. Ka noho tonu ngā ihirangi a ētahi atu whakahaere ki aua whakahaere. Kāore e taea e te AI te whakawhiti i ngā rohe, nā te mea he hanganga ēnei rohe, ehara i te mea i runga i te kaupapa here.

Kāore ia e mahi me te kore tirotiro. Ka haere ia whakautu a te AI mā ngā paparanga whakamana motuhake i whakamārama i roto i te tuhinga o mua. Kāore he whakautu e tae ki tētahi mema o te rōpū kia kore e tirotirohia ki ngā pūrongo tūturu a tō whakahaere.

Kāore ia e whakakīreirei e mōhio ana ki ngā mea kāore ia e mōhio. Ina he iti te māia o te AI, ka kī atu ia. Kei ia whakautu he tohu māia. Ka taea e ngā mema o te rōpū te kite i te tirohanga tuatahi mēnā kei te whakamahi te AI i ngā rekoata pakari, kei te anga rānei ki ngā wāhi kāore i te tino mōhiotia.

Me pēhea te whakatika i te hēhē: Te Pūnaha Kupu

Ko tētahi o ngā āhua huna rawa o te whakatoihara i roto i te AI, ko te āhua reo. Ina ka kī tētahi pūnaha i whakangungua ki ngā raraunga papanga kaihoko ko ngā mema o tō tīma he "kaiwhakamahi", ā, ko ngā pūrongo a tō poari he "panui", kei te whakauru ia i tētahi tirohanga ao — arā, ko ngā whakahaere he hua pūmanawa, ā, ko te whakawhitiwhiti kōrero he hokohoko ihirangi.

Ka whakatika a Village i tēnei mā te pūnaha wetereo e whakarite ana i te papanga katoa kia hāngai ki tō momo whakahaere.

Ina whakaritea e koe he Village mō tētahi pakihi iti, kāore te pūnaha e whakaatu i ngā tapanga whānui. Ka whakaatu ia i te reo o tō ao mahi:

• Ngā mema o te tīma, ehara i te "kaiwhakamahi" rānei "kaiwhai"
• Ngā whakahou ā-tīma, ehara i te "panui" (posts) rānei "ihirangi" (content)
• Whakahaere poari, ehara i te "tūtohu whakahaere" (admin settings)
• Pūrongo kaupapa, ehara i te "pūrākau" (stories)
• Te whakahaere, ehara i te "ātea mahi hapori" (the community workspace)

Ehara tēnei i te āhua whakapaipai noa. Ko te pukapuka kupu e ārahi ana i te āhua e mārama ai te AI, e whakautu ai ki tō rōpū. Ina kua whakangungua te AI ki te kupu "mema o te rōpū" kaua ki te "kaiwhakamahi", ka tukatuka ia i ngā pātai, ka whakaputa whakautu i roto i tētahi anga whakaaro ā-tari. Ka mārama ia kei rerekē te pātai "Me pēhea ahau e whakarite mahi tahi ai me te rōpū hoko?" i te pātai "Me pēhea ahau e tae atu ai ki ngā kaiwhakamahi hou?" — ahakoa ka whakahaere ritea ēnei e tētahi pūnaha AI whānui.

He kupu ake tō ia momo whakahaere. Ka kite te rōpū mahi tahi i ngā "mema" me te "hui whānui." He karapu hākinakina e kite ana i ngā "mema o te karapu" me ngā "rārangi kēmu ā-tau". He whānau e kite ana i ngā "mema o te whānau" me ngā "pūrākau whānau". Kotahi tonu te tūāpapa, engari ko te reo — ā, nā reira ko te māramatanga o te AI — he mea motuhake ki tō whakahaere.

Me pēhea te Ako me te Whakapai ake a te AI

Ehara a Village AI i te mea tū tonu. Ka whakapai ake ia i te wā mā ngā tikanga e toru:

Whakangungu anō kua whakaritea. Ka whakangungua anō te AI ki ngā ihirangi hou rawa atu o tō whakahaere i runga i tētahi hōtaka auau. Ngā whakahōu ā-tīma hou, ngā pūrongo kaupapa hou, ngā tuhinga poari hou — ka uru ēnei ki te pūtake mātauranga o te AI kia noho ai ia hei whakahou ki ngā mahi a tō whakahaere.

Ngā urupare a te kaiwhakahaere. Ka tohu te kaiwhakahaere i tētahi whakautu a te AI he hē, he kore āwhina rānei, ka hoki taua whakatikatika ki roto i te pūnaha. I te roanga o te wā, ka ako te AI i ngā mea e whai hua ana mō tō whakahaere, me ngā mea kāore. Ehara tēnei i te whakapai whānui — he whakapai motuhake tēnei mō tō pakihi.

Te ako a te kaitiaki-āpiha. Ka whakarerekē tētahi paparanga urutau i ngā pae whakamana i runga i ngā tauira o te tika me te hē. Mēnā ka tika tonu te AI ki tētahi momo pātai, ka whakangāwari te kaitiaki i te kaha o te whakamana mō taua momo. Mēnā ka uaua tonu ki a ia tētahi atu momo, ka whakakaha ake te kaitiaki i te aroturuki. Ka whai hua ake te pūnaha, ā, kāore e ngoikore tōna āta tiaki.

Ngā Mahi Kei te Haere Tonu

He taumata whai pūkenga ake. Ka whakamahi a Village i tētahi tauira tuwhera arotahi, kua whakangāwarihia kia hāngai ki ia momo whakahaere, arā, ka whiwhi ia pakihi, ia rōpū mahi tahi, ia karapu rānei i tētahi AI kua whakangāwarihia kia hāngai ki tōna horopaki. Ka wātea i te hanganga he taumata whai pūkenga ake mō ngā pātai uaua; kua tautuhia, engari kāore anō kia whakamahia, nō reira i tēnei rā ka whakautua ngā pātai katoa e te tauira kua whakangāwarihia mō te whakahaere.

Te whakarite whaiaro takitahi — arā, te ako a te AI i ngā manakohanga o ia mema o te tīma — kua whakamaheretia, engari kāore anō kia hangaia. Mo tēnei wā, e mōhio ana te AI ki tō whakahaere hei kotahi, ehara i te mōhio ki ia mema o te tīma hei tangata takitahi (mēnā kāore rātou e whakawhiti kōrero tika ki a ia).

Te ara whakamanatanga kaiwhakahaere — he whakangungu hanganga mō ngā mema o te tīma e tango ana i te tūranga kaiwhakahaere, kaiwhakahaere kōrero rānei — kua hoahoatia, engari kei te whakarewahia āta haere. He uru tika ā ngā whakahaere tīmatanga ki te kaihanga mō te tautoko.

Ka whakahuatia ēnei āhuatanga i te mārama, nā te mea me mōhio koe ki ngā mea e whakamahia ana e koe. He papanga hou tēnei, i hangaia e tētahi tīma iti, ā, e whakamahia ana e ētahi whakahaere iti. He whai hua, kei te whakapai ake, ā, he mārama tōna tū.

He aha te tikanga mō tō pakihi

Mēnā kei te whakaaro tō whakahaere ki a Village, ānei ngā mea e kōwhiria ana e koe:

Ko Village tētahi tūāpapa e mōhio ana te AI ki ngā ihirangi tūturu o tō whakahaere — ō whakahōu, ō pūrongo, ō kaupapa — ehara i te whakaaro a te ipurangi mō tētahi pakihi iti. Ka whakamana ā-pāngarau ia whakautu a te AI e ngā kaitirotiro motuhake ki ōu rekoata. Ka whakaata te pukapuka kupu i tō horopaki: ngā mema o te rōpū, ehara i ngā kaiwhakamahi; te mana whakahaere poari, ehara i ngā tautuhinga whakahaere.

Ka noho tonu ō raraunga i roto i ngā rohe o tō whakahaere i runga i ngā hanganga o Europi, kāore e whakamahia hei whakangungu i ngā pūnaha AI o waho, ā, ka taea te kaweake, te muku rānei i ngā wā katoa. He mārama te pūnaha ki āna here, ka whakapai ake i runga i ngā whakatikatika a ō kaiwhakahaere, ā, ka whakamutu kia pātai ki tētahi tangata ina hiahiatia he whakataunga, ehara i te mōhiohio.

Hei whakatutuki i te GDPR, ko te tikanga ka pupuri tō whakahaere i te mana whakahaere mō te wāhi e tukatukahia ai ngā raraunga whaiaro, e ngā pūnaha, ā, i raro i ngā ture. Ehara tērā i te āhuatanga — koinei te hanganga.

Ka uru hoki koe hei whakahaere kaiwhakatū — kotahi i roto i te tokoiti o ngā pakihi, ngā rōpū mahi tahi, ngā karapu, me ngā hapori e ārahi ana i te papanga i tōna tīmatanga.

Mēnā e hiahia ana koe ki tērā, kei te whārangi hapori-tūāpapa te tūnga o nāianei o te hōtaka hapori-tūāpapa.

E hiahia ana koe ki te whakamahi pai, ki te haumaru hoki i ngā taputapu AI pēnei i ēnei? Ko ā mātou akoranga kore utu — Working with Claude me Agents at Work — e whakaako ana i ngā pūkenga whaihua, ā, mā te Small Business Course e whakamahi ai ēnei pūkenga i roto i tētahi whakahaere. Mō te hanganga hangarau katoa kei muri i te Village AI, tirohia Village AI — Agentic Governance.