Ngā putanga katoa · Policymaker Edition

Your Community, Your AI — CC BY 4.0

Ngā Mahi Tūturu a te AI e Whakahaerehia ana e te Hapori i Tēnei Rā

He aha te Take Me Pānui e tētahi Mema Pāremata i tētahi Rārangi Pono

He tino mōrearea kia hapa ngā kaupapa here mō te AI — kia hāngai ki tētahi whakaaturanga kāore anō kia tū, ki tētahi wehi e tere ake ana i te hangarau, ki tētahi kerēme hokohoko kāore e ū i te wā ka whakaputahia. Ko te rongoā he mea hōhā, he mea whaihua: he rārangi o ngā mahi e mahia ana e tētahi pūnaha e whakahaerehia ana e te hapori i tēnei rā, kua whakamārama mārama, ā, kua tohu ngā wāhanga e whakawhanakehia tonu ana. Ko tēnei tuhinga tērā rārangi. Ko tōna kaupapa he whakarite ine — kia whai koe i tētahi tūāpapa tūturu ina rongo koe i tētahi kerēme mai i tētahi ahunga kē. (Mēnā he kupu kāore koe i te mōhio i roto i tēnei raupapa, kua whakamāramahia ki te reo māmā i roto i te rārangi kupu.)

Ko te pūnaha kua whakamārama i konei — Village AI — kua whakamahia i roto i te whakaputanga mai i te tau 2025. He pūnaha rangatahi tēnei, i hangaia e tētahi tīma iti, ā, e whakamahia ana e ētahi hapori iti. E pai ana te mahi a ētahi wāhanga; kei te whakapai tonu ētahi. Ka whakahaere ia i tētahi tauira tuwhera arotahi, ehara i te tauira frontier. Ko te whakamārama i ngā mea e mahia ana e ia, me ngā mea kāore e mahia ana, koinei te kaupapa o tēnei mahi.

Ngā Mahi o Tēnei Rā

Ka whakautu i ngā pātai mai i ngā pūrongo a te whakahaere anō. Ina pātai tētahi mema, "Ahea te hui ā-poari e whai ake nei?" rānei, "He aha tā te kaunihera i whakatau mō te pokapū hapori?", ka rapu te pūnaha i ngā pūrongo tūturu a te whakahaere — ngā meneti, ngā pānui, ngā whakamārama kaupapa, ngā tuhinga kua whakaputaina — ā, ka whakautu mai i aua ihirangi. Kāore ia e whakapae i ngā mōhiotanga whānui. Mēnā kāore te whakautu i roto i ngā pūrongo, ka kī atu ia pēnei, kāore ia e whakakī i te āputa.

Ka āwhina ki te tuhi tuatahi. Ka taea e ia te tuhi tuatahi i ngā pānui, ngā reta, me ngā whakawhitiwhiti kōrero i runga i te reo kua whakaritea o te whakahaere, nā te mea kua ako ia i ngā ihirangi o mua a taua whakahaere, ehara i te tauira whānui. Ka arotake, ka whakatika e tētahi tangata ia tuhi tuatahi i mua i tōna tukuna.

Ka whakarāpopoto i ngā tuhinga roa. Ka taea te whakaiti i tētahi pūrongo nui, i tētahi raupapa pānui rānei, ki ngā kōrero matua — he mea whaihua tēnei mō ngā mema e hiahia ana kia mōhio tonu, me te kore e pānui i ngā mea katoa i te katoa.

Ka mahi puta noa i ngā reo. Ka tautoko te papanga i te reo Ingarihi, Tiamana, Wīwī, Holani, me te reo Māori. Ka āwhina te AI ki te whakamāori i ngā ihirangi hapori; ka tūtohutia kia arotakehia e te tangata ngā mea nui katoa.

Ka whakarōpū i ngā urupare a ngā mema. Ka tukuna e tētahi mema he pātai, he whakaaro, he pūrongo rānei mā te papanga, ka whakarōpūhia e te pūnaha, ka rangahaua mēnā ka taea, ā, ka whakamōhio ki te mema kua oti te whakautu — hei whakaiti i te kawenga ki runga i ngā tāngata e whakarōpū ā-ringa ana i ia tūemi.

Kei hea e Mahi ai, ehara i te Mea Whakautu Noa

Nā ngā Tuhinga 1 me 2 i whakaatu te rerekētanga me mau e te kaihanga kaupapa here: ka whakautu te chatbot, ka mahi te māngai. Nō reira, he tika te pātai mēnā ka whakautu noa tēnei pūnaha, ka mahi rānei mō te ingoa o te whakahaere.

Ka mahi ia — i roto i ngā huarahi kua tino herea. Ko te tauira tino mārama e whakamahia ana i ēnei rā ko te whakatau urupare. Ina tohu te mema he kore whai hua tētahi whakautu, kāore te pūnaha e tuhi noa i tētahi amuamu kia arotakehia e tētahi atu ā muri ake nei. Ka tirotirohia e ia te whakautu tika i runga i ngā pūrongo a te whakahaere, 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 tērā — hei whakapai ake i tōna ake mātauranga kia pai ake ai te whakautu i te pātai e whai ake nei. Koinei te tūturu o te whanonga ā-mahi: he mahi maha-hipanga, ehara i te whakautu kotahi.

Ko ngā here e karapoti ana i a ia te take matua. Ka mahi anake te kaiwhakahaere i roto i ngā raraunga a te whakahaere anake. Ka mahi anake ia i ngā take auau, ka taea te whakahoki. 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 hohonu ake — ka mutu tana mahi, ka whakamōhio atu ki tētahi tangata, nā te mea he whakataunga tēnei, ehara i te whakatikatika auau. Ko te aronga o te hoahoa kia aroturukihia aunoa ngā urupare noa, ā, kia tae atu ngā take whai hua ki tētahi tangata kawenga. Koinei te āhua whakahaere o te mātāpono i roto i te Tuhinga 3 me te whakaritenga aroturuki a te tangata o te Ture AI o te EU: ka mahi tētahi māngai i raro i te mana whakahaere o te whakahaere i ngā wā he haumaru, he taea te whakahoki, ā, ka whakamuri i ngā wā kāore.

Ngā Mea Kāore Ia e Mahi

Kāore ia e whakatau mō te whakahaere. Ina pā ana tētahi pātai ki ngā uara, ngā tikanga, me te whakatau, ka whakamutu ia, ā, ka tukuna te take ki tētahi tangata — ko ngā tāngata kua whakawhirinaki te hapori ki a rātou mō ēnei whakataunga.

Kāore ia e mahi i ngā mahi whai pānga, kāore rānei e taea te huri anō, mōna ake. Ki ngā wāhi e mahi ai ia, ka mahi ia mō ngā take noa, ka taea te huri anō, kei roto i ngā raraunga a te whakahaere. Kāore ia e tuku karere i runga i te ingoa o te whakahaere, e here ana i te whakahaere ki tētahi mea, e whakarerekē rānei i ngā mea kāore e taea te huri anō, mehemea kāore he tangata kawenga i roto i te tukanga. Ka noho tonu te mana whakahaere — me te kawenga — ki te whakahaere.

Kāore ia e toro atu ki ngā ihirangi kāore i whakawhiwhia ki a ia. Ka noho herea tonu ngā ihirangi herea; ka noho ngā ihirangi a tētahi whakahaere ki taua whakahaere anake. Kāore e taea e te AI te whakawhiti i ēnei rohe, nā te mea he hanganga ēnei, ehara i te take kaupapa here.

Kāore e mahi me kore he tirotiro. Ka puta ia whakautu mā ngā papa whakamana motuhake — he tirotiro e motuhake ana ā-hanganga i te AI, kia kore ai e noho ngā pōuri o te kaitirotiro ki te mea e tirotirohia ana — i mua i tōna tae atu ki tētahi mema.

Kāore e whakaatu i te pōraruraru hei kōrero pono. Kei ia whakautu he tohu māia. Ki te mea kei te whakamahi te pūnaha i ngā rekoata pakari, ka kī pērā; ki te mea kei runga i te whenua ngoikore ake, ka kī hoki pērā, ā, ka taea e tētahi mema te whai i tētahi kerēme ki te rekoata motuhake e tautoko ana i taua mea.

Me Pēhea e Arohia ai te Tōhā: Te Pūnaha Kupu

Ko tētahi o ngā āhua tino matatini o te tōhā i roto i te AI he āhua ā-reo. Ka kīia e tētahi pūnaha kua whakangungua ki ngā raraunga ā-pakihi ngā mema hei "kaiwhakamahi" me ngā meneti hei "panui" — e kawemai ana i tētahi tirohanga ao e mea ana he papa kaihoko ngā hapori, ā, he whakahaere ihirangi te mana whakahaere. Ka whakatika te pūnaha i tēnei mā te papa kupu e whakarite ana i te papanga katoa ki te momo whakahaere: ngā mema rānei ngā kaiwhiwhi hei utu mō "kaiwhakamahi", ngā pānui me ngā pūrongo hei utu mō "tīkaha", whakahaere hei utu mō "tūtohu whakahaere", ngā pūrongo hapori kaua ko "ihirangi." Ehara tēnei i te mea whakapaipai noa. Ko te pukapuka kupu e ārahi ana i te āhua e whakatakotohia ai e te AI tētahi pātai — ka mōhio ia he rerekē te pātai "me pēhea e whakamōhio ai mātou i tēnei whakataunga ki ngā kainoho kua pāngia?" i te pātai "me pēhea e whakahou ai mātou i tō mātou rōpū kaiwhakamahi?", ā, ka whakahaerehia rāua hei ōrite e tētahi pūnaha whānui.

Ngā Mea Kei te Whanaketia Tonu

Hei kī māmā, nā te mea me tū te kaupapa here i runga i te tūturu o tētahi mea:

• He taumata āheinga teitei ake. Ka whakamahi te pūnaha i tētahi tauira tuwhera arotahi, kua whakangāwarihia kia hāngai ki ia momo whakahaere; nō reira, ka whiwhi ia kaunihera, ia whakahaere whakawhirinaki, ia karapu rānei i tētahi AI kua whakangāwarihia kia hāngai ki tōna horopaki. Kua tautuhia te hanganga kia waiho tētahi taumata whai pūkenga ake mō ngā pātai uaua ake; kāore anō kia whakamahia, nō reira i tēnei rā ka whakautua ngā pātai katoa e te tauira kua whakangāwarihia mō te whakahaere.
• Whakarite whaiaro takitahi — ko te ako a te AI i ngā manakohanga o ia mema takitahi — kua whakamaheretia, engari kāore anō kia hangaia. Mo tēnei wā, e mōhio ana te AI ki te whakahaere hei hapori, ehara i te mōhio ki ngā mema takitahi, mēnā kāore rātou e whakawhiti kōrero tika ki a ia.
• He ara whakamanatanga kaiwhakahaere kōrero — he whakangungu hanganga mō ngā mema e tango ana i te tūranga kaiwhakahaere kōrero — kua hoahoatia, ā, kei te whakarewahia āta haere.

He aha te tikanga o tēnei mō ngā Kaupapa Here

Ko te take hei pānui i tētahi rārangi pērā i tēnei kia mau tonu ai ngā kaupapa here ki te ao tūturu. Ko tā te tauira e whakaatu ana, ka taea e tētahi AI e whakahaerehia ana e te hapori, i ēnei rā, te whakautu mai i ngā pūrongo a te whakahaere anō, kaua ko te whakapae a te ipurangi mō aua pūrongo; te whakamana i āna whakautu ki aua pūrongo mā ngā paparanga e mahi motuhake ana i te AI; kia puritia āna raraunga i roto i ngā rohe o te whakahaere, kia kore ai e whakamahia mō te whakangungu ā-waho; kia mahi anake i ngā wā e noa ana, e taea ana te huri i ngā mahi; ā, kia whakamutu, kia ui ki tētahi tangata ina hiahiatia he whakataunga mō tētahi take. E whakaatu ana hoki i ngā here: he pūnaha hou, he iti tōna whānuitanga tēnei, ā, he mārama mō ngā mea kāore anō ia kia taea.

Ehara i te whakatairanga nui, i te mataku rānei te huarahi tika mō te kaihanga kaupapa here. Ko te huarahi whaihua ko te aromatawai — te mōhio ki ngā mahi tūturu a te hangarau, kia hangaia ai te anga e tautokohia ana e koe i runga i te mea anō, kaua i runga i tētahi kerēme mō taua mea. Ka whakarārangatia e te Tuhinga 5 ngā taputapu whakahaere.

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, tae noa 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.