AI a ngā Kamupene Nui vs. AI a tō Whānau — He aha te take i hira ai te rerekētanga

Raupapa: Tō Whānau, Tō AI — Te mārama Village AI mō ngā Whānau (Tuhinga 2 o te 5) Kaiwhakawhitiwhiti: My Digital Sovereignty Ltd Rā: Hune 2026 Rāhina: CC BY 4.0 International

Te Wāhi e Ako ai te AI a Big Tech i ōna Tikanga

Me whakaaro ake koe e whakatipu ana i tētahi tamaiti i roto i tētahi whare kāore he pukapuka kē atu i ngā puka hokohoko, ngā tautohetohe pāpāho pāpori, me Wikipedia. Ka tū kōrero pai taua tamaiti, he maha āna pānui i tētahi āhua, ā, ka taea e ia te tuhi i ngā tuhinga mārire mō tata ki ngā kaupapa katoa. Engari, ka whai rātou i tētahi tirohanga motuhake ki te ao — i hangaia e ngā take hokohoko, e mōhio ana ki ngā tautohetohe, ā, he māia tō rātou reo ahakoa kāore i te hōhonu. Ka mōhio rātou me pēhea te kōrero kia whai mana ahakoa kāore rawa rātou i te mātau.

Koinei, hei kī noa iho, te huarahi e whakatipuhia ai ngā pūnaha AI a Big Tech.

Ka whakangungua a ChatGPT, Google Gemini, me ō rātou hoa ki ngā rauemi tuhinga nunui i tangohia mai i te ipurangi. He piriona whārangi. Ko te hua, he pūnaha e taea ana te matapaki i ngā mea katoa — engari ko ōna taunoa, ōna whakaaro, me ōna pūmanawa i āhua hangaia e ngā mea e whakakī ana te ipurangi.

Ka nui rawa te whakaaturanga a te ipurangi i ēnei:

• Ngā ihirangi reo Ingarihi (ā, i roto i te reo Ingarihi, ko te reo Ingarihi o Amerika)
• Te reo hokohoko me te tauhokohoko
• Te anga whaiaro ("he aha te mea tika māu")
• Te reo rongoā ā-ao mō ngā pātai kare ā-roto me ngā tikanga
• Ngā kōrero hangarau me ngā kōrero ngaio
• Ngā ihirangi nō ngā rua tekau tau kua pahure, he iti te hohonutanga hītori

Ka whakaheke te whakaaturanga a te ipurangi i ēnei:

• Ngā tikanga pūrākau ā-whānau
• Ngā mōhiotanga ā-reanga me ngā hītori ā-waha
• Ngā hanganga whānau me ngā uara kāore i te Hauāuru
• Te reo o te whanaungatanga, te haepapa, me te noho piri
• Ngā wheako ora o ngā whānau whānui
• Te hītori tūturu, ngā tāngata, me ngā tikanga o tō whānau

Ka pātai tētahi mema o te whānau ki tētahi pūnaha AI o Big Tech mō te āwhina ki te kawe i te tangi, ka toro ia ki ngā kupu rongoā whanonga ā-hinengaro — ehara i te mea nāna i whakatau he tika, engari nā te mea koirā te mea e rangatira ana i ngā raraunga whakangungu i ako ai ia. Kāore ia e tuku i te whakamarie o tētahi pūrākau whānau mō te tangata i mate, me te tikanga o te hui tahi kia noho pū, nā te mea he tino iti ngā tauira pēnei i roto i ngā raraunga i ako ai ia.

Ehara tēnei i te hē ka taea te whakatika mā te whakahau pai ake. He āhua hanganga tēnei. Ka tautuhia te āhua o te pūnaha e tōna whakatipu, ā, ko te ipurangi tōna whakatipu.

He aha te tikanga o te "Whakangungua ā-Rohe"

Village AI ka mahi rerekē, ā, ehara te rerekētanga i te mea he iti ake, he ngoikore rānei. Ko te rerekētanga kei te wāhi e ako ai te AI i āna tauira.

He Village AI mō tō whānau e whakangungua ana ki runga i ngā papa ihirangi e toru:

Te paparanga turanga. Koinei te tūāpapa — te āhua o te mahi a te papanga Village, ngā āhuatanga e wātea ana, me pēhea te whakatere i te pūnaha. Ka tiritiri tēnei paparanga e ngā Village katoa. Ko te tikanga, ka āwhina te AI i tētahi mema hou o te whānau ki te rapu huarahi, ki te whakamārama me pēhea te tiri kōrero, te hono rānei ki tētahi karanga ataata, me te kore e hiahiatia kia akona ēnei kaupapa matua mai i te tīmatanga.

Te paparanga whānau. Koinei te mea e whai ake ai tō Village hei mea nōu ake. Ka ako te AI i ngā ihirangi kua waihangatia e tō whānau — ngā kōrero i tohaina e ngā mema, ngā whakaahua me ō rātou whakamārama, ngā rēkōrde kaupapa, ngā tuhinga kua tukuna e tō whānau. Ka pātai tētahi mokopuna, "He pēhea te oranga o tōku kuia i te wā o te pakanga?", ka taea e te AI te whakautu mai i ngā pūrongo a tō whānau ake, ehara i te whakapae noa i runga i ngā wheako pakanga e kitea ana i te ipurangi.

Te whakaaetanga i ia hikoinga. Kāore he ihirangi e uru ki te whakangungu a te AI mehemea kāore he whakaaetanga mārama. Ka taea e tētahi mema o te whānau e tohatoha ana i tētahi kōrero te whiriwhiri mēnā ka whakaurua taua kōrero ki ngā mōhiotanga a te AI. Ka noho tūmataiti tonu ngā ihirangi kua tohuia hei tūmataiti — i runga i te hanganga, ehara i te mea nā te kaupapa here anake. Kāore e taea e te AI te uru ki ngā mea kāore i whakawhiwhia ki a ia.

Ko te hua he pūnaha e mōhio ana ki tō whānau — ehara i te whakaaro a te ipurangi mō te āhua o te whānau. Ina āwhina ia ki te tuhi i tētahi pānui ā-whānau, ka whakamahi ia i ngā tauira o ō pānui o mua, ehara i ngā tauira ā-pakihi. Ina whakautu ia i tētahi pātai mō tō whānau, ka whakautu ia mai i ngā rekoata a tō whānau, ehara i te toharite tauanga o ngā whānau katoa.

Ko Wai e Pupuri ana i ngā Kī

Ki tēnei wā, kua kōrero tātou mō ngā tauira a wai e kawea ana e te AI. Engari, pēnei i tā te Tuhinga 1 i whakamārama, ehara te AI i te mea hei whakautu anake — kei te piki haere tōna āhei ki te tūmau mahi. Ā, i te wā ka taea e tētahi AI te tūmau mahi mōu, ka tino hira te tuarua o ngā rerekētanga i waenga i te AI o Big Tech me te AI ā-whānau, ā, koia tērā: ko wai e pupuri ana i ngā kī.

Ka tukuna e koe tētahi māngai Hangarau Nui kia mahi i tētahi mea māu — hei whakarite wāhi, hei whakahoki karere, hei whakakī puka, hei whakahaere rārangi rānei — kei te tuku koe i ngā kī ki a ia: te uru ki ō raraunga, i ētahi wā ki ō pūkete, me te mana ki te mahi i ngā mahi i tō ingoa. Ka mahia ēnei mahi i runga i te hanganga o te kamupene, i raro i ngā ture a te kamupene, ā, ko ngā tautuhinga taunoa a te kamupene e whakatau ana i ngā hikoinga. Mēnā ka hē tāna mahi, kāore pea koe e mōhio kia oti rā, nā te mea he iti ake ngā huarahi kia uru koe ki te ārai mēnā he māngai e mahi ana mōna anō. Ā, ki te pātai koe "ko wai te tangata i kawenga mō tērā?", he tino pōraruraru te whakautu — i tautuhi koe i tētahi whāinga i roto i tētahi rerenga kōrero; nā te pūnaha a te kamupene i whiriwhiri he aha hei mahi mō taua whāinga.

Village AI i hangaia i runga i te mātāpono tino rerekē. Ki te mahi ia, ka mahi ia i roto i ngā rohe o tō whānau, i runga i ngā hanganga kua whakatapua mō tō whānau, i raro i ngā ture i whakaritea e tō whānau — ā, he mea nui, kua herea āna āheinga kia taea tonu e tētahi tangata te uru mai. Ka tuhi, ka tūtohu, ka whakarite, ka whakarōpū ia; kāore ia e mahi huna i ngā mahi whai pānga, kāore e taea te huri i tō ingoa, mehemea kāore he tangata i roto i te tukanga. Kei tō whānau tonu ngā kī. Ka whakamārama mātou i te tika o tēnei i roto i te Tuhinga 3, me ngā mahi e mahia ana mōu i tēnei rā i roto i te Tuhinga 4.

Ko te take mō tēnei wā he māmā: i te ao o ngā karakōrero ā-ipurangi, ko te pātai, "nō wai ngā tauira e kawea ana e taku AI?" I te ao o ngā māngai, me pātai hoki koe, "nō wai ngā ringa kei runga i ngā whakahaere — ā, ka taea e au te tiki anō?"

Guardian Agents: Ngā Kaitiaki i te Kuaha

Ahakoa he AI i whakangungua ā-rohe, ka hē tonu. Tērā pea ka whakakotahitia e ia ngā taipitopito, ka pōraruraru i ngā kaupapa e rua, rānei ka waihanga i tētahi whakautu e tika ana te āhua, engari kāore i runga i ōu pūrongo tūturu. Koinei te āhua o te hangarau — ka matapae i ngā tuhinga e whakapono ana, ā, ehara te whakapono i te mea kotahi me te tika.

Koinei te wāhi Guardian Agents ka uru mai.

Guardian Agents he whā ngā paparanga whakamana motuhake e tirotiro ana i ia whakautu a te AI i mua i tōna tae atu ki te mema o te whānau. Ehara rātou i te AI anō — he pūnaha ine pāngarau rātou e motuhake ana ā-hanganga i te AI e tirotiro ana rātou.

Anei ngā mahi a rātou, i ngā kupu māmā:

Te kaitiaki tuatahi ka tango i te whakautu a te AI, ā, ka ine mēnā he tino ōrite ki ngā ihirangi tūturu o ngā pūrongo a tō whānau. Ehara i te mea mēnā he tika te rongo — engari mēnā he ōrite ā-pāngarau ki ngā tuhinga tūturu. Mēnā ka kī te AI, "I neke tōku koroua ki Wellington i te tau 1962," ka tirotiro te kaitiaki mēnā kei roto tūturu taua pārongo i ngā pūrongo a tō whānau.

Te kaitiaki tuarua ka wehewehe i te whakautu ki ngā kōrero takitahi, ā, ka tirotiro ia kotahi. Tērā pea e toru ngā kōrero i roto i tētahi whakautu a te AI — e rua he tika, ā, kotahi he mea hanga noa. Ka mau a te kaitiaki tuarua i te hanga kōrero, ahakoa he whakapono te whakautu whānui.

Te kaitiaki tuatoru e tirotiro ana i ngā tauira rerekē i te roanga o te wā — ngā panonitanga i ngā whanonga o te AI, ngā hapa e hoki ana, ngā putanga e tata ana ki ngā rohe kua tautuhia. Ka aroturuki ia i te hauora o te pūnaha, ehara i ngā whakautu takitahi anake.

Te kaitiaki tuawhā ka ako i ngā urupare a tō whānau. Ina tohu tētahi mema o te whānau he urupare AI kāore i whai hua — he tohu ringa-raro noa iho e tika ana — ka tirotiro te pūnaha i ngā hapa i puta, ka whakarōpū i te take matua, ā, ka whakatikatika. Ka taea e ngā kaiwhakahaere whānau te arotake, te whakapai hoki i ēnei whakatikatika, engari ka tīmata te ako i ngā mema whānau noa. I te roa o te wā, ka hāngai ake te AI ki ngā mōhiotanga tūturu o tō whānau, ehara i te iti iho.

Kei ia whakautu a AI i roto i te Village he tohu māia e whakaatu ana ki te mema whānau i te kaha o te tūāpapa o te whakautu. Ko te māia teitei e tohu ana kua kitea e te kaitiaki ngā taurite kaha i ō koutou rekoata. Ko te māia iti e tohu ana he whakapae noa ake te whakautu. Ka taea e ngā mema te whai i ia kī a AI ki tōna puna takenga — arā, te tuhinga, te pūrākau, te rekoata rānei motuhake e tautoko ana i taua kī.

Ehara tēnei i te āhuatanga e tukuna ana e te AI a Big Tech, nā te mea kāore te AI a Big Tech i tūhonohono ki ōu rēkōta. Kei te tūhonohono ia ki te ipurangi, ā, kāore he huarahi whaihua hei whakamana i ngā piriona whārangi raraunga whakangungu ki tētahi whakautu kotahi.

Te Whakawhitiwhiti

Village AI ehara i te mea kaha pēnei i a ChatGPT, i a Gemini rānei. Kāore e taea e ia te tuhi rotarota i te āhua o Shakespeare, te waihanga whakaahua tino tūturu, te whai kōrero whānui mō te pūtaiao ngota. He pūnaha iti ake tēnei, ā, he kaupapa motuhake ake tōna.

Ko tāna e tuku ana hei utu, ko te ū ki tō whānau — ōna pūrākau, ōna uara, tōna āhua mahi — me te whakamana pāngarau e whakaatu ana kei runga i ōu ake tuhinga tūturu ngā whakautu a ia, ehara i ngā tauira tatauranga o te ipurangi.

Mō tētahi whānau e hiahia ana ki te āwhina ki te tiaki i ngā kōrero, ki te whakautu i ngā pātai mō te hītori whānau, ki te whakarite whakaahua me ngā tuhinga, ki te pupuri rānei i te hononga o te katoa ahakoa ngā tawhiti me ngā whakatupuranga — ehara tēnei i te here. Koinei tonu te taputapu tika mō tēnei mahi. Ā, ka mahi taua taputapu, kaua e noho ki te whakautu noa, ka mahia tērā i a koe tonu e pupuri ana i ngā kī o tō whānau.

Ehara te pātai i te "tēhea AI e kaha ake ana?" Engari ko te pātai, "tēhea AI e mahi ana mō taku whānau — ā, ko wai te tangata e whakahaere ana i a ia ina mahi ana?"

Ko tēnei te Tuhinga 2 o ngā 5 i roto i te raupapa "Tō Whānau, Tō AI". Mō te katoa Guardian Agents hanganga, tirohia Village AI mō te Whakahaere Mahi Motuhake.

I mua: He aha tūturu te AI (me ngā mea kāore ia) Ā muri: He aha te take kāore ngā ture me te whakangungu e ranea ana — Te wero whakahaere