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👥 Community Edition Tūhinga 3 o 7

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

Te wāhi e ako ai te AI a ngā Kamupene Nui i āna tikanga

Me whakaaro ake koe e whakatipu ana i tētahi tamaiti i roto i tētahi whare kāore he pukapuka kē atu, he whārangi pānui hokohoko anake, ngā tautohetohe pāpāho pāpori, me Wikipedia. Ka tū taua tamaiti hei tangata kōrero mārire, he nui āna pānui i tētahi āhua, ā, ka taea e ia te whakaputa tuhinga rere noa mō te nuinga o ngā kaupapa. Engari, ka whai ia i tētahi tirohanga motuhake ki te ao — i hangaia e ngā take hokohoko, e mōhio ana ki ngā tautohetohe, ā, e māia ana tōna reo ahakoa kāore i te hōhonu. Ka mōhio ia me pēhea te whakaputa reo mana ahakoa kāore ia i te mātau.

Koinei, hei kī noa iho, te āhua e whakatipuria ana ngā pūnaha AI a Big Tech.

Ko ngā pūnaha AI a Big Tech e tino mōhiotia ana — arā, ko ngā chatbots hokohoko nui, ā, ināianei, ko ngā māngai i hangaia i runga i a rātou — ka whakangungua ki ngā rauemi tuhinga nunui i tangohia mai i te ipurangi. Ngā 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 hangaia e ngā mea e whakaaturia ana i runga i te ipurangi i runga ake i te toharite.

Ka nui rawa te whakaaturanga a te ipurangi i ēnei:

Ka whakaheke te whakaaturanga a te ipurangi i ēnei:

Ka pātai tētahi mema o tō rōpū ki tētahi pūnaha AI a Big Tech mō te whakatau i tētahi riri i tētahi hui karapu, ka toro ia ki ngā anga whakatau riri i tangohia mai i te HR ā-pakihi — ehara i te mea i whakatauria e ia he pai ake tērā, engari nā te mea koirā te mea e rangatira ana i āna raraunga whakangungu. Ehara i te mea ka tuku i te mātauranga whaihua a ngā mema o te komiti kua whai wheako, ngā tikanga i whakawhanakehia e tō rōpū i roto i ngā tau, me te huarahi e whai hua ana ina ka kite anō koe i ēnei tāngata anō i te hui o te marama e tū mai nei. He tino torutoru ēnei tauira i roto i ngā raraunga i ako ai ia.

Ehara tēnei i te hē ka taea te whakatika mā te whakamahi i ngā tohutohu pai ake. He āhuatanga hanganga tēnei. Ka whakatauhia te āhua o te pūnaha e tōna whakatipu, ā, ko te ipurangi tōna whakatipu.

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

He rerekē te mahi a Village AI, 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. (Mēnā he kupu kāore koe i te mōhio i roto i tēnei raupapa, kua whakamāramahia ki te reo māmā i te rārangi kupu.)

He Village AI mō tō rōpū hapori ka whakangungua ki runga i ngā papa ihirangi e toru:

Te papa papanga. Koinei te tūāpapa — te āhua e mahi ai te papanga o te Hāpori, ngā āhuatanga e wātea ana, me pēhea te whakatere i te pūnaha. Ka tohaina e ia Hāpori tēnei paparanga. Ko te tikanga ka āwhina te AI i tētahi mema hou ki te rapu huarahi, ki te whakamārama me pēhea te tiri pānui, te hono rānei ki tētahi karanga ataata, me te kore e hiahiatia kia akona ēnei mea taketake mai i te tīmatanga.

Te paparanga hapori. Koinei te mea e whai ake ai tō Hāpori hei tō ake. Ka ako te AI i ngā ihirangi i hangaia tūturu e tō rōpū — ngā puka rīpoata, ngā pānui i tohatohahia e ngā mema, ngā whakamārama kaupapa, ngā tuhinga i whakaputaina e tō komiti. Ina pātai tētahi mema, "He aha i tupu i te hui ā-tau i tērā tau?", ka taea e te AI te whakautu mai i ngā rekoata a tō rōpū ake, ehara i te whakapae noa i runga i te āhua o ngā hui ā-tau 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 te mema e tohatoha ana i tētahi pānui te whiriwhiri mēnā ka whakaurua taua ihirangi ki ngā mōhiotanga a te AI. Ka noho tūmataiti tonu ngā ihirangi kua tohuia hei tūmataiti — i te hanganga, ehara i te mea nā te kaupapa here anake. Kāore e taea e te AI te uru ki ngā mea kāore ia i whiwhi whakaaetanga mōna.

Ko te hua he pūnaha e mōhio ana ki tō rōpū — ehara i te whakaaro a te ipurangi mō tētahi rōpū hapori. Ina āwhina ia ki te tuhi i tētahi pānui, ka whakamahi ia i ngā tauira o ō pānui o mua, ehara i ngā tauira whakawhitiwhiti kōrero ā-pakihi. Ka whakautu ia i tētahi pātai mō tō hapori, ka whakautu ia i runga i ngā rekoata a tō rōpū, ehara i te toharite tatauranga o ngā rōpū hapori 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, pērā i tā te Tuhinga 1 i whakamārama ai, ehara te AI i te mea hei whakautu anake — kei te piki haere tōna āhei ki te tū mahi. Ā, i te wā ka taea e tētahi AI te mahi mōu, ka noho te rerekētanga tuarua i waenga i te AI a Big Tech me te AI hapori hei mea nui pērā i te tuatahi: ko wai e pupuri ana i ngā kī.

Ka tuku koe i tētahi māngai Hangarau Nui kia mahi i tētahi mea māu — hei whakarite wāhi hui, hei whakahoki pātai, hei tuku pūrongo tāke, hei whakahaere rārangi — 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 taunoa a te kamupene e whakatau ana i ngā hikoinga. Mēnā ka hē tāna mahi, kāore pea koe e mōhio kia mutu rā, nā te mea he iti ake ngā huarahi kia uru atu koe ki te mahi a tētahi māngai e mahi ana i tōna ake. Ā, mēnā ka 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 ki taua whāinga.

I hangaia a Village AI i runga i te mātāpono tino rerekē. Ki te mahi ia, ka mahi ia i roto i ngā rohe o tō hapori, i runga i ngā hanganga kua whakatapua mō tō rōpū, i raro i ngā ture i whakaritea e tō komiti — ā, ko te mea nui, kua herea āta tōna rohe kia taea tonu e te tangata te uru atu. Ka tuhi mahere, ka tūtohu, ka whakarite, ka whakarōpū ia; kāore ia e mahi huna i ngā mahi whai pānga, kāore e taea te whakahoki, i tō ingoa, mehemea kāore he tangata e whai wāhi ana. Ka noho tonu ngā kī ki tō hapori. Ka whakamārama mātou i te tika o tēnei whakatinanatanga 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 chatbot, 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 kua whakangungua ā-rohe, ka taea e ia te hē. Tērā pea ka hē tana mahara ki tētahi taipitopito, ka whakapoapoa i ngā kaupapa e rua, ka waihanga rānei i tētahi whakautu e tika ana te āhua, engari kāore i hāngai ki 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 ka uru mai ai a Guardian Agents.

Ko Guardian Agents he paparanga whakamana motuhake e tirotiro ana i ia whakautu a te AI i mua i tōna tae atu ki te mema. Ehara rātou i te AI anō — he tirotiro hangai ki ngā ine e noho motuhake ana i te hanganga mai i te AI e tirohia ana, kia kore ai e kawea mai e te kaitirotiro ngā wāhi huna o te mea e tirohia ana.

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 hapori. 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 whakatau te komiti kia whakakapia te tuanui o te whare karapu i Hepetema," ka tirotiro te kaitiaki mēnā kei roto tūturu i ngā meneti o tō hui he whakatau mō te whakakapi i te tuanui i Hepetema.

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

Te kaitiaki tuatoru e tirotiro ana i ngā tauira huhua i te wā roa — 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 te mea ko ngā whakautu takitahi anake.

Te kaitiaki tuawhā ka ako i ngā urupare a tō hapori. Ina tohu tētahi mema i tētahi urupare AI hei mea 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 whakatika. Ka taea e ngā kaiwhakahaere te arotake, te whakapai hoki i ēnei whakatikatika, engari ka tīmata te ako i ngā mema noa. I te roa o te wā, ka hāngai ake te AI ki ngā mōhiotanga tūturu o tō hapori, ehara i te iti iho.

Kei ia whakautu a AI i roto i Village he tohu māia e whakamōhio ana ki te mema he pēhea te ū o te whakautu. Ko te māia teitei e tohu ana kua kitea e te kaitiaki he hāngai kaha i roto 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 motuhake, te pānui, te rekoata rānei e tautoko ana i taua kī.

Ehara tēnei i te āhuatanga e tukuna ana e te AI o ngā Kamupene Nui, nā te mea kāore te AI o ngā Kamupene Nui i tūhonohono ki ō koutou rekoata. Kei te ipurangi tōna tūhonohono, ā, kāore he huarahi whaihua hei whakamana i ngā piriona whārangi raraunga whakangungu ki tētahi whakautu kotahi.

Te Whakawhitiwhiti

Kua whakarite kia whaiti ake a Village AI i ngā pūnaha hokohoko nui. Kāore i hangaia kia tuhi soneti, kia waihanga whakaahua tino tūturu, kia kapi i ngā kaupapa katoa o raro i te rā — ā, i te ao o ngā māngai, ehara te whānuitanga noa i te take matua. Ko te whakawhitiwhiti e hira ana ehara i te māramatanga mō te māramatanga; ko te tiaki me te mana whakahaere. He pūnaha arotahi e mōhio ana ki tō rōpū, e pupuri ana i ō raraunga i roto i ō ake rohe, ā, e noho ana hei kawenga ki tō whakahaere — ā, ina mahi ana, ka mahi anake i ngā wā ka taea tonu e te tangata te uru mai — he nui ake tōna uara ki tētahi hapori i tētahi pūnaha kanapa ake kāore ia e whakahaere.

Ko tāna e tuku ana he pūnaha e ū ana ki tō hapori — ōna ihirangi, ōna uara, tōna whakahaere — me te whakamana kei runga i ōu ake pūrongo tūturu ngā whakautu, ehara i te mea i runga i ngā tauira tatauranga o te ipurangi.

Mō tētahi rōpū hapori e hiahia ana i te āwhina ki te tuhi pānui, ki te whakautu i ngā pātai a ngā mema mō ngā mahi a te rōpū, ki te whakarapopotohia ngā meneti hui, ki te whakarite rānei i ngā pārongo mō ngā huihuinga — ehara tēnei i te here. Koinei tonu te taputapu tika mō te mahi. Ā, ka mahi taua taputapu, kaua e noho hei kaiwhakautu noa iho, ka mahi ia i runga i te mana tonu o tō hapori.

Ehara te pātai i te mea, "ko tēhea AI te mea kaha rawa?" Engari ko te pātai, "ko tēhea AI e mahi ana mō tōku hapori — ā, ko wai te tangata e whakahaere ana i a ia ina mahi ana?"

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. Mō te hanganga katoa o Guardian Agents kei muri i a Village AI, tirohia Village AI — Agentic Governance.

He whaihua? Tiritiria tēnei tuhinga, kia whakaatuhia rānei he waehere QR hei karapa.