He aha tūturu te AI (me ngā mea kāore ia)

Raupapa: Tō Pariha, Tō AI — Te Mārama ki te Village AI mō ngā Hapori (Tuhinga 1 o te 5) Kaituhi: My Digital Sovereignty Ltd Rā: Poutū-te-rangi 2026 Rāhina: CC BY 4.0 ā-Ao

He Mīhini e Whakaoti ana i ōu Kīanga

Tērā pea kua rongo koe i te kī a ētahi, mā te mātauranga hangarua e whakarerekē ngā mea katoa. Tērā pea anō kua rongo koe i te kī a ētahi he āhua noa iho tēnei, kāore rānei e taea e ia te mahi i tētahi mea tino hou. Kāore ēnei tūāhua e rua e mārama ana ki te kaupapa, ā, mā te mōhio he aha ka āwhina i a koe ki te whakatau i ngā whakatau pai ake mō tō hapori.

Anei te whakamārama māmā rawa mō ngā mahi a te AI i ēnei rā: ka matapae ia i te kupu e whai ake nei.

Ina tuhi koe i tētahi karere ki ChatGPT, ki te pātai rānei ki a Siri, kāore te pūnaha e whakaaro ana ki tō pātai pēnei i a koe, i tō kaiwhakahaere rānei. He mahi ā-mīhini noa iho tāna e mahi ana. Kua whakaaturia ki a ia ngā piriona whārangi tuhinga — pukapuka, paetukutuku, kōrero, kauwhau, tuhinga ture, tohutao, pepa hauora, tautohetohe i ngā pāpāho pāpori — ā, i puta ake i tēnei pānui katoa, kua ako ia i ngā tauira. Ka pātai koe ki a ia, ka waihanga ia i tētahi whakautu mā te matapae, kotahi kupu i ia wā, he aha te āhua o tētahi whakautu whai tikanga i runga i ngā mea katoa kua kite ia i mua.

He tino whaihua tēnei. He pūnaha kua ngote i ngā tauira o ngā piriona whārangi tuhinga, ā, ka taea e ia te āwhina i a koe ki te tuhi tuatahi i tētahi reta, ki te whakarapopototia tētahi tuhinga roa, ki te whakautu i tētahi pātai mō ngā kōrero pono, ki te tūtohu rānei me pēhea te kupu i tētahi pānui uaua. He pūkenga tūturu ēnei, ā, ka whakaora i te wā tūturu.

Engari ehara tēnei i te whakaaro. Ehara i te mārama. He whakakōtahitanga tauira i te taumata whakamīharo.

"Kāore e taea e te AI te mahi i tētahi mea hou" — Kei runga i tāu e kīia ana te tikanga o te "hou"

Ko te hunga e whakakahore ana i te AI mā te kī kāore e taea e ia te waihanga i tētahi mea taketake, e whakaputa ana i tētahi kī e tika ana i tētahi horopaki whaiti, engari he whakapohehe whānui.

Kāore e taea e tētahi tauira reo te puta ake i te wheako. Kāore ia i noho tahi me tētahi whānau e tangi ana. Kāore ia i rongo i te taumaha o tētahi whakataunga e pā ana ki ngā tāngata e arohaina ana e ia. Kāore e taea e ia te mārama he aha te take i hira ai ngā kupu o te Tari Tangihanga — ka taea noa e ia te whakahoki i ngā tauira e ōrite ana ā-tauanga ki te mārama. I tēnei horopaki, he whakakotahitanga anō o ngā rauemi i ngongo ai ia i te wā whakangungu, ngā mea katoa e whakaputaina ana e ia.

Engari, me whakaaro he aha te tikanga tūturu o te kupu "whakakotahitanga anō" i tēnei taumata.

Kāore he tangata kotahi i pānui i ngā Matua Katorika katoa, i ia pānui pārihi o ngā rau tau kua pahure, i ia ture mō te whakahaere aroha, me ia pepa rongoā mō te tangihanga. Kua whakangungua te AI ki runga i tētahi kohinga nui e whakauru ana i te nuinga o ēnei puna. Ina ka hono ia i te ariā whakahaere pokapū maha ki te ariā whakapono o te Hāhi Ānglikana, he hononga tūturu hou tēnei ki tētahi tangata takitahi, ahakoa i noho wehe ngā ariā e rua i mua. Ina ka whakakotahi ia i ngā tauira puta noa i ngā rāngai kāore i rangahaua e tētahi tangata kotahi, he momo mea hou te whakakotahitanga nei — ehara i te mea hou o te wheako ora, engari he mea hou nā te whakakotahitanga i tētahi taumata kāore e taea e te hinengaro tangata te whakataetae.

Ka kitea e tētahi reketara kua pānui i a Hooker, engari kāore i pānui i a Ostrom, he tino whakamārama te whakakotahitanga a te AI. Ka kitea e tētahi ōhanga kua pānui i a Ostrom, engari kāore i pānui i a Hooker, he whakamārama anō taua whakakotahitanga mai i tētahi atu tirohanga. Ehara i te mea he hou ngā pūtau, engari ko ngā ngota.

Nō reira, he tika te kī "kāore e taea e te AI te mahi i tētahi mea hou" i te taumata o te whakatū, engari he hē i te taumata o te whakakotahitanga. He mea nui ēnei mea e rua, ā, kia tino anga ki tēnei hangarau, me mau tonu ki ēnei āhuatanga e rua.

Ka taea e te AI te whakaaroaro tūturu?

He pātai hohonu ake e rangahaua ana e ngā kairangahau, ā, ko te whakautu mārama: kāore anō mātou kia mōhio.

I te wā i whakaputa ai ngā pūnaha AI tuatahi i ngā tuhinga mārire, i tika kia kīia he tauira-tātai matatau rātou. Engari i te tipu ake o ēnei pūnaha, ā, i te kaha ake hoki, kua puta he mea kāore i tūmanakohia. Kua whakawhanake rātou i ngā hanganga ā-roto — arā, ngā porowhita hiko, mēnā e pai ana ki a koe — e tino rite ana ki te whakaaroaro. Ehara i te mea ōrite ki te whakaaroaro a te tangata, engari ehara hoki i te tiki māmā noa iho.

Kua kitea e ngā kairangahau ka taea e ngā tauira reo nui te whakaoti i ngā raru kāore rātou i whakangungua mōna i mua. Ka taea e rātou te whai i ngā mekameka arorau puta noa i ngā hikoinga maha. Ka taea e rātou te hanga whakatairite i waenga i ngā rāngai. E kī ana ētahi kairangahau, āta whakaaro ana, he āheinga e puta ake ana ēnei āheinga — arā, i puta ake i te rahi nui, kāore i hoahoatia motuhake.

He pātai tuwhera tonu mēnā he whakaaro tūturu tēnei, he tauira-tātari tino matatau rānei e whai ana i te āhua o te whakaaro. Tērā pea he wehewehenga ā-arotake tēnei, ehara i te mea ā-taurite. Mēnā ka whakaputa te pūnaha i te whakautu tika mā tētahi tukanga e rite ana ki te whakaaro, āhea rā ka kore ai e whai take ā-mahi te wehewehenga i waenga i te "whakaaro tūturu" me te "whanonga pērā i te whakaaro"?

Kāore rawa ngā rangahau i te whakatau. Ko te hunga e kī ana ki a koe ka taea rawa e te AI te whakaaro, kāore rawa rānei e taea, kei te whakakīkī i ngā taunakitanga.

Ko tā mātou e kī nei, he pērā: he tino kaha te tere o te whanaketanga. I ngā tau rima ki muri, kāore ēnei pūnaha i tino āhei ki te hanga i tētahi wāhanga tuhinga e mārama ana. I tēnei rā, ka taea e rātou te tuhi tuhinga, te angitu i ngā whakamātautau ture, te waihanga waehere rorohiko, me te whai kōrero e kīia ana e te tokomaha kāore e taea te wehewehenga i te tangata. I roto i ngā tau rima e heke mai nei, ka nui ake anō ā rātou āheinga.

He aha te take i hira ai tēnei ināianei

Kāore he tangata e mōhio pono ana he aha ka tupu mēnā ka whakawhanake tētahi pūnaha AI i tētahi mea e rite ana ki tōna ake hiahia — ōna ake kaupapa me ōna ake mea matua, kāore pea e hāngai ana ki ā tātou. Tērā pea kei tawhiti tonu tātou i tērā taumata. Engari ko te hanganga e hanga ana tātou ināianei, ko ngā tikanga whakahaere e whakatū ana tātou i ēnei rā, ka whakatau mēnā ka rite tātou i te taenga mai o taua wā, mēnā rānei ka mōhio tātou i te wā kua tōmuri kua tuku tātou i te mana whakahaere, kāore hoki i kite.

Ehara tēnei i te pūrākau pūtaiao. He kitenga māmā tēnei mō te whakarite a ngā whakahaere. He ture matua tō parīhi. He ture whakahaere tō vestry. He kanona tō dioseki. E noho ana ēnei ehara i te mea ka hinga ki te raruraru ia hui, engari nā te mea me whai ngā hanganga whakahaere i mua i te wā e hiahiatia ana, ehara i muri.

Ka hāngai anō tēnei mātāpono ki te AI.

Te Take Tūturu: Nā wai ngā Tauira?

Anei te wāhi ka whai hua ai tēnei mō tō hapori.

Ka whakangungua tētahi pūnaha AI nui ki te ipurangi, ka ngote ia i ngā hēhē, ngā whakapae, me ngā taunoa ahurea o te ipurangi. He nuinga te reo Ingarihi o te ipurangi, he Hauāuru, he aronga pakihi, ā, kua āhua hangaia e ngā uara o Silicon Valley. Ehara tēnei i te whakaritenga huna — koinei noa iho te mea ka puta ina whakangungua koe i tētahi pūnaha ki ngā raraunga e tino tohu ana i tētahi ahurea kotahi me tētahi huinga kaupapa matua kotahi.

He matatini ngā hua, engari he tūturu.

Ka pātai tētahi mema o te hāhi ki tētahi pūnaha AI mō ngā tohutohu e pā ana ki tētahi āhuatanga uaua o te whānau, ka huri te pūnaha ki te reo rongoā hinengaro me te āwhina whaiaro — nā te mea koirā te mea e rangatira ana i āna raraunga whakangungu. Kāore ia e toro ki te reo inoi, ki te tiaki ā-wairua, ki te kotahitanga o ngā tapu rānei, nā te mea kāore ēnei tikanga i tino whai wāhi i roto i ngā raraunga i ako ai ia.

Ka tono te kaiārahi hāhi ki tētahi pūnaha AI kia āwhina ki te tuhi reta ki te hāhi mō tētahi take matatini, ka huri noa te pūnaha ki ngā tauira whakawhitiwhiti kōrero ā-pakihi — nā te mea he nui rawa atu ngā reta pakihi i ngā reta hāhi i roto i āna raraunga whakangungu.

Ehara te pūnaha i te kino ki tō tikanga. Kāore noa iho ia i te mōhio ki tō tikanga. E mōhio ana ia ki ngā mea e kitea nuitia ana i ngā tatauranga, ā, ehara ngā mea e kitea nuitia ana i ngā tatauranga i ngā mea tino hira ki tō hapori.

Koinei te tino take o te AI. Ehara i te mea mēnā ka taea e ia te whakaaro. Ehara i te mea mēnā ka riro i a ia te ao. Ko te tino take, ko ēhea tauira āna? Ā, ka taea e tō hapori te whiriwhiri i āna ake?

E Rua ngā Ara ki Mua

E rua ngā huarahi ka taea e tētahi hapori te mahi tahi me te AI.

Ko te ara tuatahi, ko te whakamahi i te AI a ngā Kamupene Nui — pērā i a ChatGPT, Google Gemini, rānei Microsoft Copilot. He kaha, he māmā hoki ēnei, ā, he kore utu, he iti rānei te utu ki te whakamahi. Engari, he here ā rātou. Ka rere ō raraunga ki ā rātou tūmau. Ka noho ō kōrero hei wāhanga o ā rātou pūnaha. Ka whakahaerehia te whanonga o te AI e ngā kaupapa here a te kamupene, ā, ka taea te whakarerekē i ēnei me te kore whakaaetanga mai i a koe. Ā, ko ngā tauira e mau ana te AI — ōna taunoa, ōna whakapae, tōna anga ahurea — i tautuhia e ngā raraunga whakangungu, ā, kāore he mana āu ki runga i ēnei.

Ko te huarahi tuarua ko te whakamahi i te AI e whakahaerehia ana e tō hapori. He pūnaha iti ake, kāore i te kaha rawa i tōna āheinga mata, engari i whakangungua ki ō ihirangi, e rere ana i runga i ngā taputapu e whakahaere ana koe, ā, e whakahaerehia ana e ngā ture i whakaritea e tō hapori. He pūnaha e mōhio ana ki te rerekētanga i waenga i tētahi pānui pārihi me tētahi pou rangitaki, nā te mea i akona e tō hapori. He pūnaha e tirotirohia ana ōna whakautu ki ōu pūrongo tūturu e ngā kaitirotiro pāngarau e mahi motuhake ana, kāore e hāngai ana ki te AI anake.

Koinei te āhua o Village AI. Ehara ia i te pūnaha AI tino kaha rawa atu e wātea ana. I hangaia kia pono ki tō hapori — ki ō ihirangi, ō uara, me tō whakahaere.

Ka whakamārama te tuhinga e whai ake nei i tēnei raupapa me pēhea te rerekētanga hanganga o Village AI i ngā AI a Big Tech, me te take he mea nui ake tēnei rerekētanga i te kaha mata.

Ko tēnei te Tuhinga 1 o ngā tuhinga e rima i te raupapa "Tō Parihi, Tō AI". Mō te hanganga hangarau katoa, tirohia Village AI — Agentic Governance.

E whai ake: AI Hangarau Nui vs. AI o Tō Parihi — He aha te take i hira ai te rerekētanga