Ngā putanga katoa · Indigenous Edition

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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 ana 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 i tēnei wā tonu i te whakaputanga. Ki te mea kua whakamaherehia tētahi mea, engari kāore anō kia tūwhera, ka kī mārika mātou. (Ka whakamāramahia ngā kupu kāore e mōhiotia ana ki te reo māmā i roto i te rārangi kupu.)

Kua rere Village AI i te taiao whakaputa mai i te tau 2025. He pūnaha hou tēnei: he pai ētahi wāhanga, he mārō tonu ētahi, ā, e tohu ana tēnei tuhinga i ēnei āhuatanga e rua. He hoa piri pakari ake tētahi hapori e whakamahi ana i tētahi tūāpapa mō ngā pārongo mārama, i tētahi e whakamahi ana i ngā rautaki hokohoko.

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

Whakautua ngā pātai mō ngā ihirangi o tō hapori. Ka pātai tētahi mema o te whānau, "Ahea te hui e whai ake nei?" rānei "He aha ngā whakataunga mō te whakahou i te marae?", ka rapu a Village AI i ngā pūrongo tūturu o tō hapori — ngā pānui, ngā kōrero, ngā whakamārama kaupapa, ngā tuhinga kua whakaputaina — 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. Ki te kore e kitea e ia te whakautu i roto i ōu pūrongo, ka kī atu ia.

Āwhina ki te tuhi tuatahi. Ka āwhina a Village AI ki te tuhi tuatahi i ngā pānui hapori, ngā pānui kaupapa, me ngā tuhinga whakawhitiwhiti kōrero. Nā te mea kua whakangungua ki ngā ihirangi o tō hapori o mua, ka whakaata āna tuhinga tuatahi i te reo me te āhua o tō hapori — ehara i te tauira ā-pakihi whānui. Ka arotake, ka whakatika e tētahi kaiwhakahaere ia tuhinga tuatahi i mua i tōna tae atu ki te hapori.

Whakarāpopoto i ngā tuhinga roa. Ka taea te whakarāpopoto i tētahi kohinga roa o ngā meneti hui, o ngā pānui hapori rānei, hei whakaatu i ngā kōrero matua. He mea whaihua tēnei mō ngā mema o te whānau e hiahia ana kia mōhio tonu, engari kāore rātou e whai wā ki te pānui i ngā mea katoa.

Whakamāori i waenga i ngā reo. E tautoko ana 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 hapori, ahakoa, ka tūtohutia kia arotakehia e te tangata ngā whakawhitiwhiti kōrero hira. Mō ngā hapori e tiaki ana i te reo, mā te tautoko o te papanga mō te Reo Māori ka taea e te atanga te whakahaere i te reo o te hapori.

Te whakarōpū i ngā urupare a ngā mema. Ka tukuna e tētahi mema whānau 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 kua whakatikaia. Kua hoahoatia tēnei kia tupu, kia kore ai e hiahiatia e te kaiwhakahaere te whakarōpū ā-ringa i ia wāhanga o ngā urupare.

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

I hanga e ngā Tuhinga 1 me te 2 he wehewehe e tika ana kia mau: ka whakautu te chatbot, ka mahi te māngai. Nō reira, he tika te pātai — ka whakautu noa iho 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 i ngā urupare. Ina tohu tētahi mema whānau he kore whai hua tētahi whakautu, kāore a Village e tuhi noa i tētahi amuamu kia tirohia e tētahi kaiwhakahaere ā muri ake nei. Ka tirotiro ia i te whakautu tika i runga i ngā rekoata o tō hapori, 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 — hei whakapai ake 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 te māngai i roto noa i ngā raraunga o tō hapori — kāore rawa e mahi ki ngā mea e puta ana i tua atu i ō here, ā, kāore hoki e mahi ki ngā mōhiotanga e whakahaerehia ana e ngā kawa. Ka mahi anake ia i ngā take auau, ka taea te huri. 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 kei reira — ka mutu tana mahi, ka tukuna ki tētahi tangata, nā te mea ehara i te whakatikatika auau anō, engari he whakataunga. Ko te whāinga o te hoahoa kia aroturukihia aunoa te nuinga o ngā urupare noa, ā, kia tae ngā take whai pānga katoa ki te tēpu o tētahi kaitiaki.

Koinei te āhua whaihua o te mātāpono i puta i te Tuhinga 3: ka mahi tētahi māngai e whakahaere ana koe i ngā wāhi haumaru, ā, ka taea te whakahoki i ngā mahi, ā, ka tūpato 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 uru atu.

Ngā Mea Kāore e Mahia e te AI

Kāore ia e whakatau mō tō hapori. Ina pā tētahi pātai ki ngā tikanga, ngā uara, ngā kawa ahurea, te whakatau rānei, ka mutu te mahi a te AI, ā, ka tukuna ki tētahi tangata. Tō kaiwhakahaere, ō kaumātua, tō rūnanga — ko ngā tāngata e whakawhirinaki ana tō hapori ki a rātou mō ēnei whakataunga.

Kāore ia e mahi i ngā mahi whai pānga nui, kāore rānei e taea te whakahoki, māna anake. E ai ki tā te wāhanga o mua i whakamārama, i ngā wā e mahi ana a Village AI, ka mahi ia mō ngā take noa, ka taea te whakahoki, kei roto i ngā raraunga o tō hapori anake. Kāore ia e tiritiri kōrero, e tiritiri mātauranga rānei ki tua atu o ngā rohe o tō hapori, kāore hoki ia e tuku, e tuku tono rānei i runga i te ingoa o tō hapori, kāore hoki ia e here i tō hapori ki tētahi mea, mehemea kāore he kaitiaki i roto i te tukanga. Ka noho tonu ngā kī — me te mana whakahaere — ki tō hapori. He mea nui tēnei, inā koa mō ngā mātauranga, i te wā ka tiritiria, kāore e taea te tango anō.

Kāore ia e uru ki ngā ihirangi kāore i hoatu ki a ia. Ka noho tūmataiti tonu ngā ihirangi tūmataiti. Ka noho ngā ihirangi nō ētahi atu hapori ki aua hapori. 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 ngā kaupapa here. Mō ngā hapori taketake e whakahaere ana i ngā mōhiotanga ahurea matatini, he mea nui tēnei wehenga hanganga — ehara i te tautuhinga ka taea te huri hē.

Kāore ia e mahi me te kore aroturuki. Ka whakawhitia ia whakautu a te AI mā Guardian Agents — ngā paparanga whakamana motuhake i whakamārama i roto i te tuhinga o mua. Kāore he whakautu e tae atu ki tētahi mema o te whānau kia kore e tirotirohia ki ngā pūrongo tūturu o tō hapori.

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

Me Pēhea e Whakatika ai i te Tōrire: 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 ā-pakihi, ko tō whānau he "kaiwhakamahi", ā, ko ō pānui hapori he "panui", kei te whakauru ia i tētahi tirohanga ao — arā, ko ngā hapori he papanga kaihoko, ā, ko te whakawhitiwhiti kōrero he hokohoko ihirangi.

Ka whakatika a Village i tēnei mā te pūnaha kupu e whakarite ana i te papanga katoa ki tō momo hapori.

Ka whakatū koe i tētahi Village mō tētahi hapori taketake mā te whakamahi i te momo hua whānau, kāore te pūnaha e whakaatu i ngā tapanga whānui. Ka whakaatu ia i te reo o tō hapori:

• Whānau, ehara i te "kaiwhakamahi" me te "mema"
• Kōrero (pūrākau/kōrero), ehara i te "panui" me te "ihirangi"
• Hui, ehara i te "huihuinga"
• Kaitiaki (kaiārahi/kaiwhakahaere), ehara i te "admin"
• Whare kōrero (te hapori), ehara i te "the community workspace"

Ehara tēnei i te āhua noa iho. Ko te pukapuka kupu e ārahi ana i te āhua e mārama ai te AI, e whakautu ai ki tō hapori. Ina kua whakangungua te AI ki te kupu "whānau" hei utu mō te "kaiwhakamahi", ka tukatuka ia i ngā pātai, ka whakaputa whakautu i roto i te anga whakaaro o te hapori. Ka mārama ia kei rerekē te pātai "Me pēhea tātou e mihi ai ki ngā whānau hou?" i te pātai "Me pēhea tātou e whakauru ai i ngā kaiwhakamahi hou?" — ahakoa ka whakahaere rite tonu tētahi pūnaha AI whānui i ēnei.

He kupu ake tō ia momo hapori. Ka kite tētahi pārihi Epikopā i ngā "kai pārihi" me te "kāwanatanga o te vestry." Ka kite te karapu hākinakina i ngā "mema karapu" me ngā "rā whakataetae ā-tau". Ka kite te hapori taketake i āna ake kupu. Kotahi tonu te tūāpapa, engari ko te reo — ā, nā reira ko te māramatanga o te AI — he mea motuhake ki tō hapori.

Mō ngā hapori e whai wāhi ana ki te whakahou i te reo, he hiranga anō tō tēnei pūnaha kupu. Ko te tikanga, ko te tūāpapa matihiko e whakamahia ana e tō hapori ia rā he wāhi whakamahi reo anō hoki — ehara i te wāhi ka noho te reo Ingarihi hei reo taunoa kāore e pātai, ā, ka waiho tō reo hei whakaaro whakamutunga.

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 hapori i runga i tētahi hōtaka auau. Ngā pānui hou, ngā kōrero hou, ngā whakamārama hui hou — ka uru ēnei ki te pūtake mātauranga o te AI kia noho ai ia hei whakahou ki ngā āhuatanga o tō hapori.

Whakahoki kōrero a te kaiwhakahaere. Ka tohu te kaiwhakahaere i tētahi whakautu a te AI he hē, he kore whai hua rānei, ka whakahokia taua whakatikatika ki roto i te pūnaha. I te roa o te wā, ka ako te AI i ngā mea e whai hua ana mō tō hapori, me ngā mea kāore e whai hua ana. Ehara tēnei i te whakapai whānui — he whakapai motuhake tēnei mō tō hapori.

Te ako a te kaitiaki-ā-mīhini. He paparanga urutau e whakarerekē ana 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 whakamana mō taua momo. Mēnā ka uaua tonu ki 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 Mea Kei te Mahi Tonu

He papa āheinga teitei ake. Ka whakamahi a Village i tētahi tauira tuwhera arotahi, kua whakatikatikaina kia hāngai ki ia momo hapori, nō reira ka whiwhi ia whānau, ia pārihi, ia pakihi i tētahi AI kua whakatikatikaina kia hāngai ki tō rātou horopaki — mō tētahi hapori taketake, kotahi kua hangaia kia hāngai ki tōna ake reo me ōna ake kupu. Ka waiho e 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 whakatikatikaina mō te hapori.

Whakarite Whaiaro mō ia Tangata — ko te wāhanga e ako ai te AI i ngā manakohanga o ia mema o te whānau — kua whakamaheretia, engari kāore anō kia hangaia. Mo tēnei wā, e mōhio ana te AI ki tō hapori hei rōpū kotahi, ehara i te mōhio ki ō mema takitahi (mēnā kāore rātou e whakawhiti kōrero tika ki a ia).

Te ara whakamanatanga kaiwhakahaere — he whakangungu hanganga mō ngā mema o te hapori e tango ana i te tūranga kaiwhakahaere — kua hoahoatia, engari kei te whakarewahia ā-wāhanga. He uru tika ā ngā hapori tīmatanga ki te kaiwhakarewa mō te tautoko.

Ngā raraunga whakangungu motuhake mō ngā iwi taketake he wāhanga e mārama ana te papanga ki āna here. Kei te mau te tauira AI taketake, pērā i ngā tauira reo o nāianei katoa, i tētahi hēhēnga Pākehā i roto i āna raraunga whakangungu. Ko te pūnaha kupu, te paparanga whakangungu motuhake mō te hapori, me te Guardian Agents e whakaiti ana i tēnei hēhēnga i runga i te hanganga — engari kāore e whakakore katoa i a ia. Hei hāngai hōhonu ki ngā pūnaha mātauranga taketake motuhake, me whai hononga mahi tahi ki aua hapori kāore anō kia whakatūria.

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

He aha te tikanga o tēnei mō tō Hapori

Mēnā kei te whakaaro tō hapori 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 hapori — ō pānui, ō kōrero, ō kaupapa — ehara i te whakaaro a te ipurangi mō tētahi hapori taketake. Ka whakamātauhia ā-pāngarau ia whakautu a te AI e ngā kaitirotiro motuhake ki ō koutou rekoata. E whakaata ana te pukapuka kupu i tō koutou reo: whānau, ehara i te kaiwhakamahi; hui, ehara i te huihuinga; kaitiaki, ehara i te kaiwhakahaere.

Ka noho tonu ō koutou raraunga i roto i ngā rohe o tō koutou hapori, 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 ia kia pātai ki tētahi tangata ina hiahiatia he whakataunga, ehara i te mōhiohio.

Ka uru hoki koe hei hapori kaiwhakatū — tētahi o te tokoiti o ngā hapori, whānau, pārihi, karapu, me ngā pakihi 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, kia 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, mai i te tiki whakautu pono ki te whakatau he aha hei tuku ki tētahi māngai. Mō te hanganga hangarau katoa kei muri i te Village AI, tirohia Village AI — Agentic Governance.