Village AI # He aha tūturu te AI (me ngā mea kāore ia)
Raupapa: Tō Whānau, Tō AI — Te Mārama ki te AI Whaiaro mō ngā Whānau (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 Kōrero
Tērā pea kua rongo koe i te kī a ētahi, mā te mātauranga hangarau ka huri katoa ngā mea. 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 eke ki te kaupapa, ā, mā te mōhio he aha ka āwhina i a koe ki te whakatau i ngā whakatau pai ake mō tō whānau.
Anei te whakamārama tino māmā 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 kuia rānei. He mahi ā-mīhini noa ake tāna e mahi ana. Kua whakaaturia ki a ia ngā piriona whārangi tuhinga — pukapuka, paetukutuku, kōrero, reta, 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 ngongo i ngā tauira o ngā piriona whārangi tuhinga, ā, ka taea e ia te āwhina i a koe ki te tuhi reta, ki te whakarāpopoto i tētahi tuhinga roa, ki te whakautu i tētahi pātai mō ngā kōrero pono, ki te tūtohu rānei me pēhea te kupu mō tētahi pānui whānau uaua. He pūkenga tūturu ēnei, ā, ka whakaora i te wā tūturu.
Engari ehara tēnei i te whakaaro. Ehara hoki i te mārama. He whakatau tauira tēnei i te taumata whakamīharo.
"Kāore e taea e te AI te mahi i tētahi mea hou" — Kei runga i tāu e kī ana ko te aha 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 kōrero he pono whaititi, he whakapohehe whānui.
Kāore e taea e tētahi tauira reo te puta ake i te wheako. Kāore anō ia kia noho ki tētahi tēpu kīhini e whakarongo ana ki tētahi koroua, ki tētahi kuia rānei e kōrero ana i ngā pūrākau mō te whenua tawhito. Kāore anō ia kia rongo i te taumaha o te whakatau me pēhea te wehe tika i tētahi taonga tuku iho a te whānau. Kāore e taea e ia te mārama he aha te take i hira ai te tohutao ā-ringa a tō kuia — ka taea noa e ia te whakahoki anō i ngā tauira e ōrite ana ā-tauanga ki te mārama. I tēnei horopaki, he whakakotahitanga anō o ngā rauemi i kohia e 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 pukapuka katoa mō te hītori whānau, ia aratohu mō te tiaki i ngā tikanga ā-waha, ia ture mō te tuku iho me te whai mana, me ia pepa rangahau mō te mahara whakatipuranga. Kua whakangungua te AI ki tētahi kohinga nui e whakauru ana i te nuinga o ēnei puna. Ina ka hono ia i ngā tikanga kōrero ā-waha me ngā tikanga whakahaere tuhinga hou, he hononga tūturu hou tēnei ki ia tangata takitahi, ahakoa i noho motuhake ēnei ariā e rua i mua. Ka whakakotahitia e ia ngā tauira puta noa i ngā rāngai kāore i rangahaua e tētahi tangata kotahi, ko te whakakotahitanga anō he momo mea hou — ehara i te mea hou o te wheako ora, engari he mea hou o te hononga i te taumata kāore e taea e te hinengaro tangata te whakataetae.
Ka kitea e tētahi kaituhi hītori whānau e mōhio ana ki ngā tikanga ā-waha, engari kāore e mōhio ana ki te penapena matihiko, he tino whakamārama te whakakotahitanga a te AI. Ka kitea e tētahi kaitiaki tuhinga matihiko e mōhio ana ki ngā tikanga tiaki, engari kāore e mōhio ana ki te kōrero ā-waha, he mea whakamārama hoki taua hononga mai i tētahi atu taha. Ehara i te mea hou ngā kai, engari ko te tohutao he mea hou.
Nā reira, he tika te kī "kāore e taea e te AI te mahi i tētahi mea hou" i te taumata o te whakaputa, engari he hē i te taumata o te whakakotahitanga. He mea nui ngā āhuatanga e rua, ā, me mau tonu ki ngā āhuatanga e rua kia tino whai wāhi ai ki tēnei hangarau.
Ka taea e te AI te whakaaroaro tūturu?
He pātai hōhonu 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, he tika kia kīia he tauira-tātari 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 — 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 te tuatahi. Ka taea e rātou te whai i ngā mekameka arorau puta noa i ngā hipanga maha. Ka taea e rātou te hono i ngā hononga i waenga i ngā rāngai rerekē. E āta whakamārama ana ētahi kairangahau i ēnei āheinga hei āhuatanga e puta ake ana — arā, i puta ake i te rahi o te whakamahinga, kāore i hoahoatia motuhake.
He pātai tuwhera mēnā he whakaaro tūturu tēnei, he tauira-whakakotahi tino matatau e whai ana i te āhua o te whakaaro rānei. Tērā pea he wehewehenga ā-arotake tēnei i te mutunga, ehara i te mea ā-mahi. Mēnā ka whakaputa te pūnaha i te whakautu tika mā tētahi tukanga e rite ana ki te whakaaroaro, i hea rā ka kore ai e whai take i te mahi te wehewehe i waenga i te "whakaaroaro tūturu" me te "whanonga pērā i te whakaaroaro"?
Kāore rawa he whakatau i roto i ngā rangahau. Ko te hunga e kī ana ki a koe ka taea rawa e te AI te whakaaroaro, kāore rānei e taea rawa, kei te whakakaha rawa i tā ngā taunakitanga e tautoko ana.
Ko tā mātou e kī nei, he pērā: he tere rawa te ahunga whakamua. 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 kore e taea e te tokomaha te wehewehenga i waenga i a rātou me te tangata tūturu. 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 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 mō te wā ka tae mai tērā wā, mēnā rānei ka kitea e tātou i te wā kua tōmuri kua tuku tātou i te mana whakahaere kāore tātou i te mōhio.
Ehara tēnei i te pūrākau pūtaiao. He kitenga māmā tēnei mō te whakarite. Tērā pea he tikanga, he māramatanga ā tō whānau — ahakoa kua kīia, ahakoa kāore rānei — mō te āhua e whakatau ai i ngā whakataunga, ko wai e tiaki ana i ngā pūrongo a te whānau, me pēhea e tuku iho ai ngā kōrero. E noho ana ēnei, ehara i te mea nā te mea ka pakaru te rōpū whānau katoa, engari nā te mea me whai hanganga i mua i te wā e hiahiatia ana, ehara i muri iho.
Ka hāngai anō tēnei mātāpono ki te AI.
Te Take Tūturu: Nā wai ngā Tauira?
Anei te wāhi ka whai tikanga ai tēnei mō tō whānau.
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 rārangi kaupapa kotahi.
He matatini ngā hua, engari he tūturu.
Ka pātai tētahi mema o te whānau ki tētahi pūnaha AI mō ngā tohutohu mō tētahi āhuatanga uaua — hei tauira, me pēhea te tiaki i tētahi mātua e kaumātua ana — ka huri te pūnaha ki te reo o ngā ratonga ngaio me ngā aratohu āwhina whaiaro, nā te mea koirā ngā mea e rangatira ana i āna raraunga whakangungu. Kāore ia e toro ki te reo o te haepapa whānau, o te kawenga i waenga i ngā whakatupuranga, o te mōhio huna e puta ana i te mōhio ki tētahi tangata i tō oranga katoa, nā te mea kāore ēnei tikanga i tino whakaaturia i ngā raraunga i ako ai ia.
Ka pātai tētahi o te whānau ki te AI kia āwhina ki te tuhi karere mō tētahi kaupapa matatini — he riri whānau, he tangihanga, he whakatau uaua mō tētahi kaumātua — ka huri noa te pūnaha ki ngā tauira whakawhitiwhiti kōrero ā-pakihi, nā te mea he nui rawa atu ngā tuhinga pakihi i ngā tuhinga whānau i roto i āna raraunga whakangungu.
Ehara te pūnaha i te mea e whawhai ana ki ngā tikanga a tō whānau. Kāore noa iho ia e mōhio ana ki ngā tikanga a tō whānau. E mōhio ana ia ki ngā mea e auau ana i ngā tatauranga, ā, ehara ngā mea e auau ana i ngā tatauranga i ngā mea e hira ana ki tō whānau.
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 wai ngā tauira e kawea ana e ia? Ā, ka taea e tō whānau te whiriwhiri i ā rātou ake?
E Rua ngā Ara ki Mua
E rua ngā huarahi ka taea e tētahi whānau te whai wāhi ki te AI.
Ko te ara tuatahi ko te whakamahi i te AI a ngā Kamupene Nui — arā, ngā pūnaha pērā i a ChatGPT, Google Gemini, me Microsoft Copilot. He kaha ēnei, he māmā te whakamahi, ā, he kore utu, he iti rānei te utu. Engari, he here ā ēnei. Ka rere ō raraunga ki ā rātou tūmau. Ka noho wāhanga o ā rātou pūnaha ō kōrero. 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 whakahaere āu ki ēnei.
Ko te ara tuarua ko te whakamahi i tētahi AI e whakahaerehia ana e tō whānau. He pūnaha iti ake, kāore i te kaha rawa i ngā āheinga mata, engari kua whakangungua ki ō ihirangi, e rere ana i runga i ngā hanganga e whakahaere ana koe, ā, e ārahi ana i raro i ngā ture i whakaritea e tō whānau. He pūnaha e mōhio ana ki te rerekētanga i waenga i tētahi pūrākau whānau me tētahi tuhinga rangitaki, nā te mea nā tō whānau i ako ki a ia. 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 i te mea kaha pēnei i a ChatGPT. I hangaia kia pono ki tō whānau — ki ō kōrero, ō uara, me tō huarahi mahi.
Ko te tuhinga e whai ake nei i tēnei raupapa e whakamārama ana 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 5 i te raupapa "Tō Whānau, Tō AI". Mō te hanganga hangarau katoa, tirohia Village AI — Agentic Governance.
E whai ake: AI Hangarau Nui vs. AI o tō Whānau — He aha te take i hira ai te rerekētanga