Ngā putanga katoa · Leadership Edition

Your Community, Your AI — CC BY 4.0

Te Hapori i tua atu o te AI — Ngā Hua Tūturu mō tō Rōpū

Ehara te AI i te Hua

Ko ngā tuhinga e whā o mua i aro ki a Village AI — he aha ia, he aha ngā rerekētanga ki te AI a ngā Kamupene Nui Hangarau, he aha te hiranga o te whakahaere, me ngā mea e whakahaerehia ana i tēnei rā. I whai whakaaro tēnei arotahi, nā te mea ko te AI tētahi wāhanga o te ao hangarau e tino hiahiatia ana he whakamārama mārama mō ngā rōpū whakahaere.

Engari he hē kia whakaaro koe he hua AI a Village. Ehara i te mea pērā. He tūāpapa hapori a Village — he hanganga matihiko tūmataiti mō tō whakahaere. Ko te AI tētahi wāhanga anake. Ko te tūāpapa te katoa.

Ko tēnei tuhinga e pā ana ki ngā mea katoa anō e whakaratohia ana e te papanga. (Mēnā he kupu kāore koe i te mōhio i roto i tēnei raupapa, kua whakamāramahia ki te reo māmā i te rārangi kupu.)

Te Raruraru e Whakatau Ana a Village

He maha ngā rōpū hapori o nāianei e whakamahi ana i ngā taputapu e ono pea kāore e whakawhiti kōrero tahi.

Ka tukuna āu pānui ki tētahi whārangi pāpāho pāpori kāore ētahi o ō mema e hiahia ki te hono atu. Kei roto i te īmēra o tētahi te meneti o ngā hui a te poari. Kei runga i ngā waea pūkoro maha ngā whakaahua i tangohia i te hui ā-hapori. He pepa tāngia te maramataka kei runga i te papa pānui, ā, kua tawhito te putanga kei te paetukutuku. Ka tukuna mā īmēra ngā whakamōhio a te heamana, engari kāore rawa te rārangi īmēra e tino whakahou ana. Ka uru mai tētahi mema hou, ā, kāore ia e mōhio kei hea ngā mea katoa.

Kāore he tangata i whiriwhiri i tēnei āhuatanga. I kohi haere i roto i ngā tau, kotahi te taputapu i ia wā, ia taputapu e whakaoti ana i tētahi raru, ā, ka waihanga i tētahi atu. Ko te hua, he whakahaere kei te wehewehe tōna ao matihiko puta noa i ngā papa rorohiko e puritia ana e ngā kamupene kāore ō rātou hiahia e hāngai ana ki āu ake — ā, kāore koe e whakahaere i ā rātou tikanga ratonga, i ā rātou tikanga tukatuka raraunga, me ā rātou aronga pūnaha.

Mō ngā rōpū whakahaere, ka waihanga tēnei wehenga i ngā tūraru motuhake. Tērā pea kāore ngā whakawhitiwhiti kōrero a te poari i runga i WhatsApp e tutuki ana i ngā herenga pupuri rekoata. Tērā pea ka tukatukahia ngā tuhinga kei runga i tētahi ratonga kapua kore utu i ngā rohe whakahaere kei waho i tō mana whakahaere. Ka whakapiki ake te hora o ngā raraunga mema puta noa i ngā papa maha i te matawāhi mō ngā aitua tiaki raraunga. Ā, kāore he tangata kotahi e kitea ana te katoa.

Ka whakakapi a Village i tērā wehenga ki tētahi wāhi kotahi, tūmataiti, kei reira ngā mahi katoa a tō whakahaere e noho tahi ana — ā, ka kōrero ki tō reo mai i te wā ka takiuru koe.

He aha ngā mea kei roto i te pouaka

Anei ngā mea e whakarato ana a Village, i ngā tikanga whaihua.

Ngā Pūrongo me ngā Panui ā-Hapori

Ka tohaina e ngā mema ngā panui — ngā pūrongo mō ngā kaupapa, ngā whakahōu, ngā pūrongo, me ngā whakaaroaro i ahu mai i te ao whakahaere. Ehara ēnei i ngā pou pāpāho pāpori i hangaia kia eke ki te maha mā te algorithm. He koha ēnei ki te pūrongo tiritahi a tō whakahaere. He whakahōu mō tētahi kaupapa ā-hapori. He pūrongo nā te heamana. He pūrongo mō te ahunga whakamua o tētahi rōpū mahi. He whakarāpopototanga o ngā mahi o te hauwhā tau.

Ka whakaputa koe i tētahi pānui, ka mōhio te pūnaha kei te tuhi koe i tētahi whakawhitiwhiti kōrero ā-tari, ehara i te pou rangitaki. Ka āwhina te AI mā te tūtohu tapanga, te whakarapopototanga i ngā tuhinga roa, me te whakarite kia taea te rapu i ngā pānui. Engari, ko te ihirangi nō ngā mema i tuhi, ā, nō te whakahaere i whiwhi.

Te Pānui

He wāhi motuhake mō ōu whakawhitiwhiti kōrero auau — te momo whakahou wāhanga e whakakotahi ana i te whakahaere. Ka whakaputahia ngā putanga i te raupapa, ā, ka taea e ngā mema te ohauru kia whakamōhiotia ai rātou ina puta he putanga hou. Kāore te pānui e huna i roto i tētahi īmēra — kei roto tonu i te rekoata mau tonu a te whakahaere, ka taea te rapu, ā, ka wātea ki ngā mema katoa, tae atu ki te hunga ka hono mai ā muri ake.

Karere Haumaru me ngā Karere Tūturu

Ngā karere tūmataiti i waenga i ngā mema me ngā kōrero ā-rōpū, kua whakamunatia katoa, ā, kei runga i tō ake hanganga. Ehara i te WhatsApp, nā te mea ka whakaaetia e ōna tikanga ratonga te whakamahi i ō raraunga mō ngā kaupapa hokohoko. Ehara i tētahi papanga karere kaiwhakamahi e tukatukahia ana ō kōrero hei whakatairanga. He karere whakamunatia e noho ana i roto i ngā rohe o tō whakahaere.

Ko te tikanga ka taea te whakahaere i ngā kōrero whakahaere matatini ā-ipurangi, ā, kāore ngā ihirangi e kohia. Ka taea e te poari te matapaki i ngā take tūmataiti, kāore hoki te kōrero e noho ki runga tūmau a tētahi atu rōpū i tētahi atu mana whakahaere. Ka taea e ngā āpiha te tuhituhi ki ngā mema, ā, e mōhio ana rātou he tūmataiti ngā karere — he tūmataiti ā-hanganga, ehara i te mea tūmataiti noa iho i runga i te "ka oati mātou".

Mō ngā whakahaere e pāngia ana e ngā herenga tiaki raraunga, he mea nui te wehewehe i waenga i te tūmataitinga hanganga me te tūmataitinga e hāngai ana ki ngā kaupapa here. Ka taea te whakaatu i ngā whakahaere hanganga ki tētahi kaiwhakahaere ture. Me whakawhirinaki ki te ū ki ngā whakaritenga a tētahi atu rōpū ngā whakahaere e hāngai ana ki ngā kaupapa here.

Wānanga Ataata

Ngā hui ā-kanohi me te kore e whakamahi i ngā papaaho o waho, me te kore e waihanga pūkete ki ngā ratonga tuatoru. He whaihua tēnei mō ngā mema o te poari kāore e taea te tae ā-tinana, hei hono atu ki ngā mema kei ētahi atu wāhi, hei hui rānei mō tētahi rōpū mahi ina kāore e taea te haere.

Kāore he pūkete o waho e hiahiatia ana. Ka whakamahi ngā karanga ataata i te whakamunatanga mutunga-ki-mutunga; ka rere ngā tohu whakawhiti i roto i ngā hanganga whakahaere, engari ka whakamunatia te ihirangi o te karanga i waenga i ngā kaiuru.

Whare Whakaata

He wāhi tiritahi mō ngā whakaahua o te oranga whakahaere — ngā hui, ngā kaupapa, ngā tohu whakatutukitanga, me ngā mahi ā-hapori. Ka tuku whakaahua ngā mema; ka whakarite ngā kaiwhakahaere. I te roanga o te wā, ka noho te taiwhanga whakaahua hei pūrongo ā-ataata mō ngā mahi a tō whakahaere.

Ka āwhina te AI mā te whakarōpū me te tapanga i ngā whakaahua i te wā e utaina ana — ka taea e tētahi mema te kimi whakaahua nō tētahi hui motuhake ina kua tapangahia, kua whakamāramahia rānei te ihirangi, kāore e whakawhirinaki ki tētahi tangata kotahi ki te whakarite ā-ringa i ia whakaahua.

Whakahaere Tuhinga

He wāhi mō ngā tuhinga e hiahia ana tō whakahaere ki te tiri — ngā meneti poari me ngā pūrongo, te ture whakahaere, ngā kaupapa here, ngā pūrongo pūtea, ngā tuhinga kaupapa, me ngā rekoata hītori. Ehara i te mea kei roto i ngā īmēra o tētahi tangata. Ehara i te mea kei runga i tētahi puku pakeke tiritahi kāore e taea e te haurua o te poari te uru. I roto i tētahi wāhi kotahi, ka kitea, ā, kua whakarōpūhia e ngā kāwai: Whakahaere, Pūtea, Kaupapa Here, Whakahaere Mahi, Hītori.

Mō ngā rōpū whakahaere, he mea hāngai tika ki ngā herenga pupuri rekoata me te whakatutuki i ngā ture mō te herekore o ngā pārongo, te whai i tētahi putunga tuhinga kotahi, ka taea te arotake, kei roto i tō ake hanganga.

Rāngai me ngā Haputanga

He rāngai tiritahi mō ngā hui, ngā haputanga, me ngā mahi whakahaere. Ka kite ngā mema i ngā mea e tupu ana. Ka taea e ngā haputanga te whakauru taipitopito, ngā wāhi, me te āheinga ki te tohu haere mai. Ko te rāngai te puna kotahi o te pono mō te oranga whakahaere.

Ngā Pōtitanga Pāremata

Ina hiahia tō whakahaere ki te whakatau i tētahi take — hei tauira, te rā mō te hui ā-tau, mēnā me anga whakamua ki tētahi kaupapa, me pēhea te tohatoha i te tahua — ka whakarato ngā pōti i tētahi huarahi whai hanganga hei kohi whakaaro. Ehara i te whakaatu ringa e whai painga ana ki te hunga māia. Ehara i te aho īmēra e huri haere ana. He pātai mārama, he rārangi kōwhiringa mārama, he hua mārama.

Mō ngā kaunihera me ngā whakahaere, ka whakarato tēnei i tētahi tikanga kua tuhia, ka taea te arotake hei ine i ngā whakaaro o ngā mema mō ngā take motuhake.

Matapihi Whakaatu

He matapihi whiriwhiria ki tō whakahaere — e whakaatu ana i ngā pānui kua tohua, ngā rongo, me ngā kaupapa e whiriwhiria ana e koe kia kitea e ngā mema pea. He whaihua mō ngā whakahaere e hiahia ana kia kitea e ngā kaiuru pea, me te kore e whakaatu i ngā mahi o roto o te hapori. Ko ō kaiwhakahaere e whakatau ana he aha ka puta. Kāore he mea e tohaina mehemea kāore he kōwhiringa whai whakaaro.

Rārangi Ingoa o ngā Mema

He rārangi ingoa tūmataiti o ngā mema o tō whakahaere — ka kitea e ētahi atu mema anake, ā, ka whakahaerehia e ngā manakohanga tūmataitinga o ia tangata. Ka taea e tētahi mema hou te kimi ko wai te heamana. Ka taea e tētahi mema o nāianei te rapu i tētahi hononga. Ko te rārangi ingoa te mōhiotanga a te whakahaere ki a ia anō.

Ngā Rōpū Mahi

Ngā wāhi mō ngā komiti me ngā rōpū mahi rerekē i roto i tō whakahaere — te komiti pūtea, te tīma kaupapa, te poari kaupapa, te rōpū whakawhanaungatanga hapori. Ka taea e ia rōpū mahi te whai i āna ake whakawhiti kōrero, tuhinga, me ngā mema, ā, ka noho tonu hei wāhanga o te whakahaere whānui.

Whakakotahitanga āwhina ngātahi

Ngā taputapu hei whakarite i te tautoko āwhina i roto i te hapori — ko wai ka taea te tuku waka, ko wai e hiahia ana i te āwhina, ko wai kei te wātea mō tētahi mahi motuhake. Ko te momo tautoko āwhina whaihua kua ārahi tonu e ngā whakahaere hapori, ā, ināianei he huarahi hei whakarite i tēnei tautoko, kāore e whakawhirinaki ki te mahara o tētahi tangata kotahi, ki tētahi rārangi īmēra ohorere rānei.

Kotahitanga

Te āheinga ki te hono i te Kāinga o tō whakahaere ki tētahi atu Kāinga — he whakahaere hoa, he rōpū ā-rohe, he whatunga whakahaere — ā, kia wehe tonu ngā raraunga o ia whakahaere. Me whakaae ngā whakahaere e rua ki te hononga. Ka taea e tētahi, e tētahi rānei te wehe i ngā wā katoa. He whaihua tēnei mō ngā whakahaere e wāhanga ana o tētahi hanganga whānui, kāore e hiahia ana kia whakakotahitia ā rātou raraunga ki tētahi pūnaha pokapū kāore rātou e whakahaere.

Mō ngā rōpū whakahaere, ka āhei te hononga whakahaere kia mahi ngātahi, me te kore e pāngia e ngā take rangatiratanga raraunga o te pokapū.

Me Pēhea te AI e Āwhina Ana i ēnei Katoa

Kāore he mea o ēnei āhuatanga e hiahiatia ana kia mahi te AI. Ka mahi te maramataka ahakoa kāore he AI. Ka mahi te karere haumaru ahakoa kāore he AI. Ka mahi te taiwhanga whakaata ahakoa kāore he AI. He tūāpapa hapori kua oti katoa te mahi a Village, ahakoa me te paparanga AI, ahakoa kāore.

Ko tā te AI e tāpiri ana he āheinga hono e whakakaha ana i te katoa kia nui ake i te tapeke o āna wāhanga.

Ka pātai tētahi mema, "He aha ngā mea kua tupu i te whakahaere i tēnei marama?" ā, ka whakakotahi te AI i ngā pānui, ngā kaupapa, me ngā putanga pānui hei whakarāpopoto whai tikanga — he mea kāore e taea e tētahi āhuatanga takitahi te whakarato.

Ka uru mai tētahi mema hou, ka pātai ki te āheinga āwhina, "Me pēhea taku kimi i ngā meneti o te poari?" ā, ka whiwhi ia i tētahi whakautu mārama, ohorere tonu — kāore he tangata e hiahiatia ana ki te tuhi aratohu kaiwhakamahi.

Ka whiwhi urupare te kaiwhakahaere mai i tētahi mema, ā, ka whakarōpūhia e te AI, ka tirohia mēnā he take kua mōhiotia, ā, ka whakatau aunoa rānei, ka tukuna rānei ki te tangata tika — ka whakawātea i te kaiwhakahaere i ngā mahi whakarōpū whakahaere.

Ka tuhi te hēkeretari i te pānui ā-wiki, ā, ka tūtohu te AI i ngā ihirangi mai i ngā pānui me ngā kaupapa o taua wā — ehara i te mea ka waihanga te AI i te pānui, engari ka kohikohi i ngā rauemi mata kia taea e te tangata te whakarite.

Kāore te AI e whakakapi i ēnei mahi katoa. Ka whakaiti ia i ngā ārai e pā ana ki ēnei mahi. Mō tētahi whakahaere e tūao ana te kaiwhakahaere, te kaiārahi rānei, ā, he iti tōna wā, ko tērā whakaiti i te ārai he rerekētanga i waenga i tētahi papanga e whakamahia ana me tētahi e kohi puehu ana.

I te mea kei te huri te AI puta noa i te ao mai i te whakautu ki te mahi — te panonitanga i whakamārama a Tuhinga 1 — he tika kia kī mārika tō Village tū. Ahakoa i ngā wā e mahi motuhake ana a Village AI, ka mahi ia hei kaiāwhina i roto i ngā rohe o te whakahaere, ā, i raro i ngā ture i whakaritea e te poari, e te kaunihera rānei, mō ngā take auau, ka taea te huri, ā, ka taea e tētahi tangata whai kawenga te uru atu. Ka whakaiti i te aukatinga whakahaere; kāore ia e tango mana whakahaere. He wāhanga kotahi te AI. Ko te tūāpapa — me te rōpū e kawenga ana mō tōna whakahaere — koia tonu te katoa.

Kotahi te Wāhi, Kotahi te Tohu Whakauru, ōu Ture

Ehara i tētahi āhuatanga kotahi te uara hōhonu o Village. Ko te whakaurunga.

Āu pānui, whakaahua, pūrongo whakahaere, maramataka, karere, rārangi ingoa, pōti, me ngā pānui — kei te wāhi kotahi katoa, ka taea te rapu katoa, ā, e whakahaerehia ana katoa e ngā ture i whakaritea e tō whakahaere. Ehara i te mea kua parakore puta noa i ngā pāpāho pāpori, ngā tūāpapa karere kaihoko, te rokiroki kapua kore utu, ngā ratonga īmēra nui, ngā taputapu hui ataata, me tētahi paetukutuku kāore he tangata e whakahou.

He takiuru kotahi, he huinga whakahaere tūmataiti kotahi, he kaiwhakahaere kotahi e kite ana i te whakaahua whānui, me tētahi āpiha AI kotahi e mōhio ana ki ngā ihirangi o tō whakahaere, ā, e kōrero ana i te reo o tō horopaki whakahaere. I raro i ēnei mea katoa: he hanganga rangatira motuhake mō tō hapori. Kāore he pānui hokohoko, kāore he kohikohi raraunga, kāore he rerenga ā-algorithm, kāore he tikanga ratonga e huri ana me te kore whakaaetanga a koe.

Mō tētahi rōpū whakahaere, ehara tēnei i te whakatau hangarau anake. He whakatau whakahaere tēnei. Nā wai e whakahaere ana i te oranga matihiko o tō whakahaere? He rōpū kamupene kāore ō rātou hiahia i ōu ake, kāore e taea e koe te arotake i ā rātou tukanga raraunga, ā, kāore e taea e koe te whiriwhiri i ā rātou tikanga? Rānei ko tō whakahaere anō, me ngā hanganga e whakahaere ana koe, he whakahaere ka taea e koe te whakaatu, ā, he nohoanga raraunga ka taea e koe te tautuhi?

Ko te Ture AI o te EU, te GDPR, me ngā ture rangatiratanga raraunga e puta ake ana, e tohu ana ki te huarahi kotahi: e tino tūmanakohia ana kia whakamārama ngā whakahaere mō te whakamahinga o te hangarau, te wāhi e noho ai ā rātou raraunga, me ngā mahi a ngā pūnaha aunoa ki ngā pārongo a ō rātou mema. Ka whakarato a Village i tētahi tūāpapa e whai whakautu mārama, e taea te whakaatu ana mō ēnei pātai.

E hiahia ana koe ki te whakamahi pai, kia haumaru hoki i ēnei taputapu AI? Ko ā mātou akoranga kore utu — Working with Claude me Agents at Work — e whakaako ana i ngā pūkenga whaihua. Hei ako atu mō te papanga, tirohia te whārangi hapori kaiwhakatū. Mō te hanganga hangarau katoa kei muri i te Village AI, tirohia Village AI — Agentic Governance.