Ngā putanga katoa · Academia Edition

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Te Papanga i tua atu o te AI — Te Hanganga Hapori hei Horopaki Rangahau

Kāore te Whakahaere AI e Mahi Motuhake

I arotake ngā tuhinga e whā o mua i te pūnaha-iti AI o te papanga Village me te anga whakahaere Tractatus. Ka whakanoho tēnei tuhinga whakamutunga i ēnei mea e rua ki roto i te hanganga whānui o te tūāpapa, e kī ana ko te rangahau whakahaere AI e mahia ana i te wehewehe i ngā pūnaha e whakamahia ana te AI, ka tūpono ka puta he kitenga kāore i te tino whai tikanga ā-mahi. (Kua tautuhia ngā kupu i whakamahia puta noa i te raupapa i te rārangi kupu.)

Ehara te papanga o Village i te hua AI. He papanga hanganga hapori tēnei — whakawhitiwhiti kōrero, whakahaere rekoata, taputapu whakatau, whakarite mema — kei roto i tēnei e whakahaere ana tētahi pūnaha iti AI. Ka āhua hangaia ngā āhuatanga whakahaere o te pūnaha iti AI e te horopaki o te papanga, ā, kāore e taea te mārama katoa ki ēnei mehemea kāore e whakauru ki taua horopaki.

He pānga ā tēnei kitenga ki ngā tikanga rangahau. Kaore e kitea e ngā kairangahau e rangahau ana i te whakahaere AI i roto i ngā whare taiwhanga, i ngā āhuatanga whakapae rānei, ngā pānga whakawhitinga i waenga i ngā tikanga whakahaere AI me te horopaki whakahaere e whakamahia ana aua tikanga. He tūāpapa e whakarato ana i ngā whakawhitiwhiti kōrero ā-tukatuka, te mematanga kua whakamanahia, me ngā rekoata ka taea te arotake, ka waihanga i tētahi horopaki whakahaere tino rerekē atu i tētahi kāore e pērā ana.

Ko te horopaki papanga hoki te mea e here ana i te mana whakahaere. Ko ngā mahi ā-agent e taea ana e te Village AI (Tuhinga 4) kua tautuhia, kua herea hoki e ngā mata, ngā rohe, me ngā tūranga kua whakamanahia o te papanga anō — ka mahi te agent i roto i ngā hanganga hapori kāore ia e whakahaere, ehara i te ipurangi tuwhera. He rerekētanga nui tēnei ki ngā māngai tauhokohoko whānui, ko te ipurangi tō rātou wāhi mahi, ā, ko ngā wāhi whakauru e tautuhia ana e te kaiwhakarato; he take anō hoki kāore e taea te tango i te papanga hei horopaki i te wā e aromātaihia ana te whakahaere māngai.

Hanganga Papanga: He Tirohanga Whānui mō ngā Mahi

Ka whakarato te papanga Village i ngā wāhanga mahi e whai ake nei, ā, he mea hāngai ia ki te horopaki whakahaere e whakahaerehia ana e te AI:

Hanganga whakawhitiwhiti kōrero

Ngā pānui me ngā kōrero ā-hapori. He pūnaha whakaputa whai hanganga mō ngā ihirangi hapori — ngā pānui, ngā whakaaroaro, ngā pūrongo, ngā kōrero hītori. Ka tuhia ngā ihirangi e ngā mema, ka arotakehia pea e ngā kaiwhakahaere, ā, he wāhanga nō te kohinga ihirangi hei whakamana i ngā putanga a te AI.

Pūnaha Panui. Ngā whakaputanga ā-hapori ia wā (ia wiki, ia marama) hei huarahi whakawhiti kōrero matua. Ka whakarato te pūnaha panui i tētahi rēhita hanganga, arorau hoki, ka taea e te AI te whakamahi mō ngā pātai wā ("He aha ngā mea i tupu i tēnei marama?").

Karere whakamunatia. Karere ā-tangata, ā-rōpū hoki me te whakamuna. Mai i te tirohanga whakahaere, ko te take nui, nā te hanganga, ka aukatia ngā whakawhitiwhiti tūmataiti i te kohinga akoranga a te AI me tōna rohe whakautu pātai. Ka whakatinanahia te rohe wehe i waenga i ngā mea ka taea e te AI te uru, me ngā mea kāore e taea, i te taumata hanganga.

Wānanga ataata. Waea ataata whakauru kāore e whakawhirinaki ki ngā papa o waho. He mea hāngai ki te whakahaere nā te mea ka āhei i te tangata ki te whakatau i te wā kotahi — te momo whakataunga matatini, whai horopaki e whakaritea ana mō te tangata e te anga Tractatus.

Ngā rekoata me te whakahaere mōhiotanga

Pūrua tuhinga. He rokiroki hanganga mō ngā tuhinga whakahaere — ngā rekoata whakahaere, ngā pūrongo pūtea, ngā kaupapa here, ngā tuhinga whakahaere mahi. He wāhanga ēnei o te kohinga whakamana a te AI. Ko te kounga me te whakaoti o tēnei pūrua e pā tika ana ki te āheinga o Guardian Agents ki te whakamana i ngā putanga a te AI.

Whare Taonga Hapori. Ngā rekoata ā-ataata me te whakarōpūtanga me te tapanga āwhina a te AI. He puna raraunga tuarua mō te AI, ahakoa kāore ngā ihirangi ā-ataata i te pokapū o te hanganga whakahaere pēnei i ngā rekoata tuhinga.

Whakahaere maramataka me ngā kaupapa. He rēhita wā kua whakaritea e whakarato ana i te pono mō ngā pātai e hāngai ana ki te wā. Ko te āheinga o te AI ki te whakautu i te pātai "Ahea te hui e whai ake nei?" e whakawhirinaki ana ki te tiaki i te maramataka — he hononga tēnei i waenga i ngā whanonga tāuru raraunga a te tangata me te kounga o ngā putanga a te AI e whakaatu ana i te āhua ā-pāpori-hangarau o te wero whakahaere.

Whakahaere me te whakatau

Pōtitanga ā-iwi. Ngā taputapu whakaritea mō te kohi whakaaro me te whakatau. He hāngai ki te whakahaere AI nā te mea ka whakarato rātou i tētahi tikanga kua whakamanahia, ka taea te arotake mō ngā whakataunga ā-hapori — tae atu ki ngā whakataunga mō te āhua e whakahaere ai te AI.

Tūāpapa whakahaere. Ngā whakahaere uru e hāngai ana ki ngā tūranga, ngā mahi aroturuki ihirangi, me ngā huarahi whakawhānui. He pokapū te tūranga kaiwhakahaere i roto i te tauira whakahaere tangata-i-roto o te anga Tractatus. Ko te hanganga tūāpapa e whakatau ana me pēhea te whai hua o ngā kaiwhakahaere ki te whakatutuki i tēnei tūranga.

Rārangi ingoa mema me ngā rōpū āpiti. He hanganga mema me ngā whakahaere tūmataiti, ā, he āhei ki te whakarōpū ki ngā rōpū mahi. He mea hāngai ki te whakahaere nā te mea ka tautuhi i te rohe o te hapori — ko wai ngā mema, ko wai kei te tūranga aha, ko wai ngā urupare e whakanuia ana e te pūnaha ako urutau.

Hanganga ā-hapori

Federation. Te āheinga ki te whakatū hononga whakahaere i waenga i ngā tauira Village motuhake — hei tiri ihirangi kua tohua, ā, kia mau tonu te rangatiratanga raraunga. Me whakaae ngā hapori e rua ki te hononga, ā, ka taea e tētahi te wehe anake.

Ka ara ake ngā pātai whakahaere nā te federation, ā, ka whānui atu i te anga kotahi-hapori o te nuinga o ngā rangahau whakahaere AI. Ka honohono ngā hapori e rua, ko tēhea anga whakahaere ka pā ki ngā ihirangi e tohaina ana? Me pēhea e aromatawai ai ngā Guardian Agents o tētahi hapori i ngā ihirangi nō tētahi atu? Kua whakatika ēnei pātai i roto i te hanganga (ka aromatawai ngā kaitiaki o ia hapori i ngā putanga o tō rātou ake AI anake), engari kāore i tino rangahaua ngā pānga whakahaere o te whakawhitinga AI i waenga i ngā hapori.

Me pēhea te hanganga o te tūāpapa e ārahi ana i te whakahaere AI

Ehara i te mea he horopaki noa iho i tū ai te whakahaere AI ngā wāhanga o te tūāpapa i whakamārama ake nei. Ka whakapakari tonu rātou i ngā hua o te whakahaere i ngā huarahi e tika ana kia rangahauhia.

Ka whakawhirinaki te kounga o te kohinga ihirangi ki te whakamahinga o te tūāpapa. Ko te pūtake mātauranga o te AI ko ngā ihirangi a te hapori. Ko ngā hapori e whakamahi ana i te papanga i runga i te kaha — e whakaputa ana i ngā pānui, e tohatoha ana i ngā whakamōhiotanga, e tiaki ana i ngā rekoata — ka waihanga i tētahi kohinga ihirangi whai rawa e āhei ai te whakamana i te tūturutanga i runga i te whai hua. Ko ngā hapori e whakamahi wāhanga ana i te papanga ka waihanga i tētahi kohinga ihirangi ngoikore e whakaiti ana i te āheinga whakamana a Guardian Agents. Nā reira, ka whakawhitiwhiti te whai hua o te whakahaere AI i runga i ngā whanonga whakamahi i te papanga — he āhuatanga ā-pāpori-hangarau kāore e whakaarohia nuitia ana e ngā anga whakahaere.

Ka whakawhirinaki te āheinga o ngā kaiwhakahaere ki te hoahoa taputapu. E whakaponohia ana e te anga Tractatus he kaiwhakahaere mātau, e kaha ana ki te mahi. Ka whakawhirinaki te āhei o ngā kaiwhakahaere ki te whakatutuki i tēnei tūranga ki te kounga o ngā taputapu whakahaere e whakaratohia ana e te papanga — arā, ngā atanga arotake, ngā mahinga whakawhānui, ngā pūnaha urupare. He anga whakahaere e hiahiatia ana te tirotiro a te tangata, engari kāore e whakarato taputapu tika mō taua tirotiro, he mea kāore i te whakahaere, i te tūturu.

Ka āhei te hanganga whakatau i te urutau o te whakahaere. Ka āhei ngā taputapu pōti me te whakahaere i ngā hapori ki te whakatau ngātahi mō tō rātou ake whirihoranga whakahaere AI — he aha ngā kaupapa me aro a te AI, he aha ngā here me whakatinanahia, me pēhea te taumaha o ngā urupare. Ka waihanga tēnei i tētahi porowhita urupare whakahaere: ka whakahaere te hapori i te AI, ā, ka whakarato te tūāpapa i te hanganga kia whai hua ai te whakahaere a te hapori.

Mā te whakamana e whakakaha ana i te haepapa. Ko te tauira mema o te papanga — te uru kua whakamana, te tuakiri mau tonu, ngā whakaaetanga e hāngai ana ki ngā tūranga — ka waihanga i tētahi hanganga haepapa kāore i ngā horopaki ingoa huna, ingoa rūpahu rānei. Ka taea te tautuhi i te tangata nāna i tuku whakaaro, ka taea te arotake i ngā mahi whakahaere, ā, ka taea te whai i ngā whakataunga whakahaere ki ngā kaiwhakatau kua tautuhia. He herenga tuatahi tēnei mō ngā pūnaha haepapa o te anga Tractatus.

Ngā here me ngā whakapae whakahē

Te whakawhitinga whakaurunga

He tūāpapa whakauru e whakakotahi ana i ngā whakawhitiwhiti kōrero, ngā pūrongo, te AI, me te whakahaere ki roto i tētahi pūnaha kotahi, ka tuku i te kotahitanga — engari ka waihanga hoki i te whakawhirinaki ki te kaiwhakarato. Ka whakawhirinaki te hapori e whakamahi ana i te papanga Village mō āna āhuatanga whakahaere ki te kaiwhakarato papanga mō ōna hanganga matihiko katoa. Ka whakaiti i tēnei te raihana puna tuwhera (i te ariā, ka taea e te hapori te wehe kōpaki, te manaaki anō rānei i a ia anō), engari he nui ngā ārai ā-tinana ki te manaaki anō i a ia anō mō ngā momo hapori e whāia ana e te papanga.

Te aukatinga o ngā kaiwhakahaere

Ko te whakawhirinaki a te hanganga whakahaere ki ngā kaiwhakahaere tūao mātanga he wāhi kotahi pea ka rahua ai. Mēnā kāore te kaiwhakahaere e wātea ana, kāore ia e aro ana, he manawaroa rānei, ka heke iho te kounga o te papa whakahaere e whai tangata ana. Ka taea e ngā taputapu whakahaere o te papanga te tautoko i ngā kaiwhakahaere mātanga, engari kāore e taea te whakakapi i a rātou. He here tēnei kua mōhiotia, kāore he rongoā hanganga māmā — he here ā-pāpori e taea ana e te hoahoa hanganga te whakauru, engari kāore e taea te whakakore.

Te raruraru o te kōwhiringa iti

He iti te turanga whakaurunga o nāianei. Nō tētahi tauira herea ngā kitenga katoa mō te whanonga o te pūnaha, te whaihua o te whakahaere, me ngā momo hapa. He nui te tūraru o te whakakī rawa — arā, te tango whakatau whānui i ngā kitenga motuhake i tētahi horopaki. E mōhio ana ngā kaituhi ki tēnei, ā, ka whakaatu i te papanga hei horopaki rangahau, ehara i te rongoā whakahaere kua whakamanahia.

Ētahi atu huarahi

Ko te anga Tractatus tētahi huarahi ki te whakahaere AI ā-hapori. Ko ētahi atu huarahi — te ako honohono, te tūmataitinga rerekē, te AI ture matua, ngā tukanga ture matua ā-rōpū — e aro ana ki ngā āwangawanga e pā ana ki a rātou mā ngā kōwhiringa hanganga rerekē. Kāore tēnei raupapa i whakatairite ā-tukatuka i te huarahi Tractatus ki ērā atu, ā, hei koha rangahau whai hua tērā whakatairite. Ehara i te mea e kī ana ngā kaituhi he pai ake te huarahi Tractatus i ērā atu huarahi — engari he mea whakatinana, e whakamahia ana, ā, e wātea ana mō te arotake.

Ngā Pātai Rangahau Tuwhera

Ka mutu tēnei raupapa me tētahi rōpū pātai rangahau e whakaaro ana ngā kaituhi he tuwhera, he taea hoki te whakautu i runga i te āhua o te papanga i tēnei wā:

1. Ngā āhuatanga whakahaere ā-pūtaiao-ā-hapori. E pēhea ana te pāhekoheko o ngā tauira whakamahinga papanga, te whanonga kaiwhakahaere, me te ahurea hapori ki ngā tikanga whakahaere hanganga? Ka taea e te anga whakahaere te whakakapi i te iti o te whakamahinga papanga, te kore whai wāhi rānei o te whakahaere?

2. Whakahaere ā-hāpori whakawhānui. He aha ngā anga whakahaere e tika ana mō ngā pūnaha AI honohono, ā, kei reira ngā hāpori maha e tiri ana i ngā ihirangi, engari e pupuri ana i tō rātou ake mana whakahaere motuhake? Me pēhea te whakatau i ngā whakaritenga whakahaere e taupatupatu ana?

3. Ngā pānga o te kupu me te anga whakaaro. E whakaputa ana te pūnaha kupu i ngā rerekētanga ka taea te ine i te kounga o ngā hua AI puta noa i ngā momo hāpori? Ka taea e te urutau kupu te pā ki te anga ariā matatini, ka noho rānei ki te taumata mata?

4. Te pumau o te whakahaere i te roanga o te wā. Ka noho pumau ngā āhuatanga whakahaere o te anga i te whanaketanga o ngā hapori, ngā panonitanga o ngā mema, me te tipu o ngā kohinga ihirangi? He aha te ōrite o te whakahaere ki te rereke haere o te tauira?

5. Tātaritanga whakahaere whakatairite. E pēhea ana te whakataurite ā-taurite a te anga Tractatus ki ērā atu huarahi whakahaere AI ā-hapori? I raro i ngā āhuatanga aha ka pai, ka kino rānei te mahi a ia huarahi?

6. Te Whānuitanga me ngā Tikanga Rohe. I te rahi o te hapori, te nui o te ihirangi, te matatini rānei o te whakahaere, ka kore e whai hua te tauira maha-pokapū o te anga? He aha ngā whakarerekētanga hanganga e hiahiatia ana mō te whakamahinga i te taumata nui ake?

7. Te Pakari ki ngā Whakataetae. E pēhea te pakari o ngā tikanga Guardian Agent ki te whakarerekētanga whai whakaaro? Ka taea e tētahi tangata whai take te whakaiti i te kounga o te whakahaere mā te whakamahi i ngā urupare kua hangaia, i ngā pātai whakahē rānei?

He Karanga kia Arotakehia

Kua whakaputaina te anga Tractatus i raro i tētahi raihana puna tuwhera. Kei te wātea te waehere papanga kia arotakehia. Kua tuhia ki ngā tuhinga te hanganga whakahaere. Ko te tūnga o ngā kaituhi, he mea kāore e tika kia whakamahia he anga whakahaere kāore e taea te tu i te arotakenga — ā, i tētahi atu taha, he herea te arotakenga mēnā kāore he uru ki ngā taipitopito whakatinana.

E tono ana ki ngā kairangahau e hiahia ana ki te aromatawai, ki te whakawhānui, ki te whakakritiki rānei i te anga kia whai wāhi ki te pūtake waehere, ki ngā tuhinga, me te pūnaha kua whakatinanahia. Ka whakatauhia te uara o te anga hei koha rangahau, ehara i runga i ngā kī a ōna kaituhi, engari mā te arotakenga motuhake a te hapori rangahau.

Ko te paetukutuku rangahau ko agenticgovernance.digital. Kei reira e wātea ana te whakamārama anga, te hanganga tūāpapa, me ngā tuhinga Guardian Agent.

Mō te hanganga papanga katoa, tirohia Village AI on Agentic Governance; kei te wātea te waehere pūtake o te anga Tractatus hei puna tuwhera i agenticgovernance.digital. Mō te taha o te kaiwhakahaere mō ēnei pātai anō — te whiwhi hua pono, me te whakatau he aha ka taea te tuku ki tētahi pūnaha e mahi ana — tirohia ngā akoranga hoa Working with Claude me Agents at Work.