He aha ngā mea e rere ana i te Village i tēnei rā
Raupapa: Ki te Hapori, Ki te AI — Te Rangatiratanga Matihiko mō ngā Hapori Taketake (Tuhinga 4 o te 5) Kaituhi: My Digital Sovereignty Ltd Rā: Hune 2026 Rāhina: CC BY 4.0 ā-Ao
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 whakamaherehia tētahi mea, engari kāore anō kia whakarewahia, ka kī mārika mātou.
Village AI kua noho i te whakaputanga mai i te Oketopa 2025. He pūnaha hou tēnei. He pai te mahi a ētahi wāhanga. He mārō tonu ētahi wāhanga. E whakapono ana mātou me whakamōhio atu ki a koutou mō ēnei āhuatanga e rua, nā te mea ka kaha ake te ū o tētahi hapori e whiriwhiri ana i tētahi tūāpapa i runga i ngā pārongo mārama, i tētahi e whiriwhiri ana i runga i ngā tauhokohoko.
He aha Village AI Ka taea e ia te mahi 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?", Village AI ka rapu 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 ō pūrongo, ka kī atu ia.
Āwhina ki te tuhi tuatahi. Village AI ka āwhina ki te tuhi 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 āhua me te momo o tō hapori — ehara i te tauira ā-pakihi whānui. Ka arotake, ka whakatika e tētahi kaiwhakahaere ia tuhinga tuatahi i mua i tōna tukuna 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 tino whaihua tēnei mō ngā 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. Village e tautoko ana 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 ā-papa 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 o te whānau he urupare mā te papanga — he pātai, he tūtohunga, he pūrongo mō tētahi mea kāore e mahi ana — ka whakarōpūhia e te AI, ka rangahau mēnā ka taea, ā, ka whakamōhio ki te mema kua whakautua. Kua hoahoatia tēnei kia puta, kia kore ai e hiahiatia e te kaiwhakahaere te whakarōpū ā-ringa i ia wāhanga o ngā urupare.
Ngā Wā e Mahi Ana a Village, Ehara i te Mea e Whakautu Noa Ana
I whakaritea e ngā Tuhinga 1 me 2 tētahi wehewehe e tika ana kia mau: ka whakautu te chatbot, ka mahi te māngai. Nō reira, he tika te pātai — ka Village AI ka whakautu noa, ka mahi rānei hoki?
Ka mahi ia, i roto i ngā huarahi kua āta herea. Ko te tauira tino mārama i ēnei rā ko te whakatau urupare. Ina tohu tētahi mema o te whānau i tētahi whakautu hei mea kāore i whai hua, 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 i muri i tētahi whakautu pai ake. He whanonga tūturu tēnei a te kaiārahi: ka whakahaere te AI i tētahi mahi maha-hipanga, ehara i te mea ka whakaputa noa i tētahi rerenga kōrero.
Engari, tirohia ngā rohe e karapoti ana i tēnei, nā te mea koirā te kaupapa matua. Ka mahi te kaiārahi i roto noa i ngā raraunga o tō hapori — kāore rawa e mahi ki ngā mea e puta ana i tua atu i ō rohe, 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 whakahoki. Ā, i te wā ka kitea e ia he raru pūnaha — arā, he tauira o ngā hapa e hono ana, e tohu ana he hē hōhonu ake — ka mutu tana mahi, ka tukuna ki tētahi tangata, nā te mea kāore tērā e taea te whakatika noa, engari he whakatau ā-tangata. Ko te whāinga o te hoahoa kia aroturukihia aunoa te nuinga o ngā urupare noa, ā, ka taka ngā take whai hua katoa ki runga i 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 whakamuri ia i ngā wā kāore. He rerekē tēnei ki tētahi kaiārahi 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 ana tētahi pātai ki ngā tikanga, ngā uara, ngā kawa ahurea, te whakatau rānei, ka whakamutu te AI, ā, ka tukuna ki tētahi tangata. Tō kaiwhakahaere, ō kaumātua, tō runanga — 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 te wā Village AI ka mahi ia i runga anake i ngā take auau, ka taea te whakahoki, kei roto i ngā raraunga o tō hapori. Kāore ia e tiritiri kōrero, e mōhiotanga rānei ki tua atu o ō rohe, e tuku, e tuku atu rānei i runga i te ingoa o tō hapori, e here rānei 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 i ngā wā kāore e taea te tango i te mōhiotanga kua tohatohahia.
Kāore ia e uru ki ngā ihirangi kāore i hoatu ki a ia. Ka noho tūmataiti tonu ngā ihirangi tūmataiti. Ka noho ki ngā hapori kē ngā ihirangi nō aua hapori. Kāore e taea e te AI te toro whakawhiti i ngā rohe, nā te mea he hanganga ēnei rohe, ehara i te mea i runga i te kaupapa here. Mō ngā hapori taketake e whakahaere ana i ngā mōhiotanga ahurea matatini, he mea hira tēnei wehenga hanganga — ehara i te tautuhinga ka taea te huri hē.
Kāore e mahi me te kore tirotiro. Ka puta ia whakautu a te AI i roto i te Guardian Agents — ko ngā papa whakamana pāngarau e whā i whakamārama ai i te tuhinga o mua. Kāore he whakautu e tae atu ki tētahi mema whānau kia kore e tirotirohia ki ngā pūrongo tūturu o tō hapori.
Kāore ia e whakakīreirei mō 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 rānei ki ngā wāhi kāore i te tino mārama.
Me pēhea te whakatika i te hē: 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 ngā whānau hei "kaiwhakamahi" me ngā pānui ā-hapori hei "panui," kei te whakauru ia i tētahi tirohanga ao — arā, ko ngā hapori he papanga kaihoko, ā, ko te whakawhitiwhiti kōrero he hokohoko ihirangi.
Village Ka whakatika i tēnei mā te pūnaha kupu e urutau ana i te papanga katoa ki tō momo hapori.
Ina whakarite 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" rānei "mema"
- Korero (pūrākau/kōrero), ehara i te "panui" rānei "ihirangi"
- Hui, ehara i te "huihuinga"
- Kaitiaki (kaiārahi/kaiwhakahaere), ehara i te "admin"
- Whare korero (te hapori), ehara i te "the community workspace"
Ehara tēnei i te āhua noa iho. Ko te kupu e ārahi ana i te āhua e mārama ai, e urupare ai te AI ki tō hapori. Ina kua whakangungua te AI ki te kupu "whanau" hei utu mō te "kaiwhakamahi", ka tukatuka ia i ngā pātai, ka whakaputa urupare i roto i te anga whakaaro o te hapori. Ka mārama ia he 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 ēnei e tētahi pūnaha AI whānui.
He kupu ake tō ia momo hapori. He hāhi Epikopā e kite ana i ngā "mema o te hāhi" me te "whakahaere o te komiti whakahaere." Ka kite te karapu hākinakina i ngā "mema karapu" me ngā "rārangi kēmu 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 papanga matihiko e whakamahia ana e tō hapori ia rā he wāhi whakamahi reo anō — ehara i te wāhi ka noho te reo Ingarihi hei reo taunoa kāore e pātai, ā, he whakaaro whakamutunga noa iho tō reo ake.
Me pēhea te ako me te whakapai ake a te AI
Village AI ehara i te mea tū tonu. Ka whakapai ake i te wā mā roto i ngā tikanga e toru:
Whakangungu anō kua whakaritea. Ka whakangungua anō te AI i ngā wā katoa ki ngā ihirangi hou rawa atu o tō hapori. I te wā o te hōtaka beta, ka mahia tēnei ia wiki. Ngā pānui hou, ngā kōrero hou, ngā whakamārama hui hou — ka uru ēnei ki te pūtake mōhiotanga o te AI kia noho ai ia hei whakahou mō ngā mahi o tō hapori.
Whakahoki kōrero 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 he aha ngā mea e whai hua ana mō tō hapori, he aha ngā mea kāore. Ehara tēnei i te whakapai whānui — he whakapai motuhake tēnei mō tō hapori.
Te ako a teGuardian Agent. Ko te tuawhā o ngā Guardian Agent — ko te kaiako 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 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 Mea Kei te Mahi Tonu
Te whakatere arorau hōhonu ake. Ka whakamahi te Village i tētahi tauira motuhake mō ia hapori — he putanga o tētahi tauira arorau tuwhera, kua whakangāwarihia kia hāngai ki ia momo hapori, kia whiwhi ai ia whānau, ia pārihi, ia pakihi i tētahi AI kua whakangāwarihia kia hāngai ki tō rātou horopaki. He ara whakaaro hōhonu ake e wātea ana mō ngā pātai uaua, engari kei te whakapai tonu te paparanga rerenga e whakatau ana ko ēhea pātai e hiahiatia ana, ā, ko ēhea ka taea te whakautu pai mā te ara tere. Kei te whakahaerehia e te ara tere ētahi pātai e whai painga ana i te tukatuka hōhonu ake i tēnei wā.
Whakarite Whaiaro mō ia Tangata — ko te ako a te AI i ngā manakohanga o ia mema whānau — kua whakamaheretia, engari kāore anō kia hangaia. I tēnei wā, e mōhio ana te AI ki tō hapori hei rōpū kotahi, ehara i te mōhio ki ia mema takitahi (ki te kore 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. I te wā o te hōtaka beta, he uru tika ā ngā hapori tīmatanga ki te kaihanga mō te tautoko.
Ko ngā raraunga whakangungu motuhake mō ngā iwi taketake tētahi 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 hē o te ao Hauāuru i roto i āna raraunga whakangungu. Ko te pūnaha kupu, ko te paparanga whakangungu motuhake mō te hapori, me te Guardian Agents he whakaiti i tēnei hē ā-hanganga — engari kāore e whakakore katoa. Hei hāngai hohonu ake ki ngā pūnaha mātauranga taketake motuhake, me mahi ngātahi ki ngā hapori kāore anō kia whakatūria.
Ka whakamārama mārika mātou i ēnei mea, nā te mea e whakapono ana mātou me mōhio koe ki tāu e whakamahi nei. He papanga tēnei kei ngā marama tuatahi o tōna whakawhanaketanga, i hangaia e tētahi tīma iti, ā, e whakamahia ana e ētahi hapori iti. He whaihua, 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 te Village, ānei ngā mea e kōwhiria ana e koe:
Ko teVillage he tūāpapa e mōhio ana te AI ki ngā ihirangi tūturu o tō hapori — ō koutou pānui, ō koutou kōrero, ō koutou kaupapa — ehara i te whakaaro a te ipurangi mō tētahi hapori taketake. Ka whakamana ā-pāngarau ia whakautu a te AI e ngā kaitirotiro motuhake ki ō koutou rekoata. Ka whakaata te rārangi kupu i tō koutou reo: whanau, ehara i te kaiwhakamahi; hui, ehara i te hui; kaitiaki, ehara i te kaiwhakahaere.
Ka noho ō koutou raraunga ki 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 ōna 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.
Ka uru hoki koe hei hapori whakatū — tētahi o te tokoiti o ngā hapori, whānau, pārihi, karapu, me ngā pakihi e ārahi ana i te tūāpapa i tōna tīmatanga.
Mēnā e hiahia ana koe, kei te whārangi Village Beta Programme te tūnga o nāianei o te hōtaka hapori kaiwhakatū.
Ko tēnei te Tuhinga 4 o te 5 i te raupapa "To Hapori, To AI". Mō te hanganga hangarau katoa, tirohia Village AI mō te Whakahaere Mahi Motuhake.
I mua: He aha te take kāore ngā ture me te whakangungu e ranea ana — Te wero whakahaere Ā muri: Te Village i tua atu i te AI — He aha ngā painga tūturu mō tō hapori