Me pēhea e whakahaere ai tētahi Village Tangata i tōna ake AI — ngā mea i hangaia e mātou, he aha i whakamanahia ai e tētahi ture matua hou mō te whanaketanga AI, me te kuaha kotahi e ngaro ana i taua ture matua

Whakarāpopototanga. I Pipiri 2026, i whakaputa a Vincent Boucher, te perehitini o QUEBEC.AI me MONTREAL.AI, i tētahi ture matua hei whakahaere i te ara e whakaaetia ai te whanaketanga o te AI ā-tari: GoalOS — Te Ture Whakapūmau Whanaketanga. He mārō, he tika hoki āna ture —kaua e whakanoho i te mātauranga ki runga i te mekameka; whakanohoia te whakapūmau o te mātauranga ki runga i te mekameka — ā, ko te nuinga o āna pūtake taketake i hangaia kē e mātou mō te whakahaere a te tangata, ā, kua tukuna: he rohe taunakitanga tūmatanui / raraunga tūmataiti, ngā pūrongo kawe whakapūmau kua hainatia, ngā whakataunga kaihanga-kaiwhakamātau, ngā whārangi arotake he rūma taunakitanga, ehara i ngā whārangi hokohoko. He mea tika kia kī mārika tēnei whakakotahitanga, nā te mea ko te taenga mai o tētahi kaiwhakaaro motuhake, tūturu ki taua hanganga kotahi, te whakamana ā-waho kaha rawa atu ka taea e tētahi hoahoa te whiwhi. E toru ngā mahi a tēnei tuhinga. Ka whakamārama i ngā mea kua whakatinanahia e te Village, me ngā take i pērā ai. Ka whai ia i te wāhanga o te tikanga a Boucher i ngaro i a mātou — arā, he huarahi kua ingoaia, ā, e whakawhirinaki ana ki ngā taunakitanga hei whakatau mēnā kua whai mana tō mātou AI ake ki te whakakapi i ngā mea e whakamahia ana. Ā, ka wehe mātou i ngā whakaaro e rua: ka whakahē mātou i te 'blockchain' i hangā ai tōna paerewa, i runga i ngā take rangatiratanga e whakaaetia ana e tōna ake kōwae noho pūmau; ā, ka tāpiri mātou i te kuaha kotahi kāore i tōna ture matua. Ko tōna kaupapa ko te āheinga AI. Ko tā mātou ko te tangata. Ka taea e tētahi tauira te whakautu, ka taea e tētahi māngai te mahi, me whakamana e tētahi whakahaere — ā, me noho tonu te hapori hei kaituhi.

I tae mai tētahi paerewa i tēnei Pipiri e tika ana kia arohia e tētahi whenua iti, ehara i te mea kua oti, engari nā te hunga i tae mai ki reira me te wāhi i tae ai. I whakaputaina e Vincent Boucher — te perehitini o QUEBEC.AI me MONTREAL.AI — te GoalOS: The Proof-of-Evolution Constitution, arā, AEP-001: The Blockchain-Native Standard for Proof-Carrying Intelligence Organizations. He akoranga, he hōtaka rangahau ka taea te whakamana i tōna hē, ehara i te hua kua tukuna: ko ōna tuhinga matua he tuhi ā-ringa, ā, e kī ana ia he anga kawa, ehara i te āheinga kua tutuki. Ko taua pono te mea tuatahi i mōhiotia e mātou i roto i a ia, nā te mea koinei te tikanga e here ana mātou ki a mātou anō.

Ko te take kia pānui āta ai, ko te whakakotahitanga. Kua whakapau mātou i tēnei hōtaka ki te hanga i tētahi tūāpapa rangatiratanga mō ngā hapori tangata —whānau, pārihi, kaiwhakarato hauora, kāhui — ā, i roto i tēnei, he taputapu te AI e puritia ana e te hapori, ehara i te mana e whakautu ana ia. I whakarite a Boucher i ngā tikanga hei whakahaere i te whakawhanaketanga o te AI a tētahi whakahaere. I tīmata mātou i ngā pito whakahē — ia i te mīhini, mātou i te iwi — ā, ka tutaki mātou ki taua rōpū iti o ngā pūtake. Ina puta tērā, he tohu. He pūrongo tēnei tuhinga mō te whakaaetanga, mō te wāhi kotahi kāore mātou e whai, me te wāhi kotahi ka anga whakamua ake mātou.

Ko tā Boucher i hanga

Ko te tuaka o te ture matua he rerenga kotahi: kaua e whakanoho i te mātauranga ki runga i te mekameka; whakanohoia te taunakitanga o te mātauranga ki runga i te mekameka. Ko te whakaaroaro a te mīhini, ko ngā whakahau tūmataiti, ko ngā raraunga kiritaki, ko ngā tohu mata — ka noho tūmataiti ēnei. Ko te mea ka noho tūmatanui, ka taea te whakamana, ko tetaunakitanga i oti tētahi mahi, i aromatawaihia, ā, i whakaaetia kia whai pānga ki ngā mea ka whai ake. Ko ngā akoranga tūmatanui a Boucher e kī ana i ngā hipanga e whā —Whāinga → Mahi → Whakamana → Whanaketanga — ā, ka huri ia hipanga hei tūemi kua hainatia, kua whakarōpūria: ka whakapuaki te whakahaere i tōna whāinga; ka mahi te māngai herea; ka whakaputa te whakahaere i tētahi pākete whakamana e taea ana te whakamana; ā, ka taea anake e tētahi whakapainga tūmanakohia te whanake — te horapa ki te ratonga — mā te whakawhiti i tētahi kuaha kōwhiringa.

Ko taua kuaha te ngākau o te kaupapa, ā, koinei te wāhanga e tika ana kia tāhaetia. Ka kī a Boucher ko te Proof Gradient tēnei, ā, e tino whakapūmau ana ia he "ture kōwhiri, ehara i te wairua, ehara i te whakataetae rongonuitanga, ā, ehara i te tohu hokohoko." He tohutohu te tohu; he mea here ngā kuaha. Ka whakatairangahia tētahi whakahōu kaitono mēnā he whaimana tōna taunakitanga, ka toa i te paerewa o nāianei i ngā aromatawai kua rēhitatia i raro i te tahua ōrite, kei raro iho i te pae tūraru kua ine, kei a ia he whāinga whakahoki kua whakamātauhia, he kanara ā-rohe tōna, kua whakaaetia tōna whakatairanga ki tētahi rohe motuhake, kaua ki te tuku whānui, ā, kua pahure te matapihi wero. Kāore he taunakitanga, kāore he whanaketanga. Kāore he aromatawai, kāore he horapa. Kāore he whakahoki whakamuri, kāore he tuku.

E rua atu ngā wāhanga e hira ana. Ko Te Rārangi Taunakitanga te ingoa i hoatu e ia ki te whārangi taunakitanga tūmatanui, ā, ko tāna kī mō tēnei he mea i hiahia ai mātou kia mātou i tuhi: "ehara te whārangi taunakitanga i te whārangi hokohoko. He rūma taunakitanga e herea ana ki tētahi kerēme." Ka taea e te kaipānui o tērā whārangi te kite i ngā mea i whakamātauria, i angitū, i rahua rānei, i ngā paerewa i whakatauritea, i ngā kuaha i whakatinanahia, me te huarahi hei whakahaere anō i te kerēme. Ā,he tauira whakatumatuma whakataetae tōna hoahoa — ngā taunakitanga teka, te whakakotahitanga huna a ngā kaiarotake, te tapatapahi i ngā utu, te rerenga o ngā raraunga tūmataiti, te hopukinga o te whakahaere, te rahunga o te whakahoki whakamuri, te whakapae nui rawa atu — nā te mea, i āna kupu, kāore e taea e tētahi pūnaha e huna ana i te rahunga te noho hei pūnaha taunakitanga.

Ngā mea i hanga kē e mātou

Pānuitia taua rārangi hei tangata kua whakapau rua tau e hanga ana i te whakahaere mō ngā hapori tangata, ā, he mōhio te nuinga o ngā rārangi — nā te mea kua tukuna kē e mātou mō tētahi kaupapa kē.

Ko te rohe taunakitanga tūmatanui / raraunga tūmataiti tō mātou hanganga. Ka whakaputaVillage i ngā tuakiri did:web me ngā mekameka taunakitanga āpiti-anake; ka whakamunatia ngā ihirangi a te kainoho me ngā take kei muri i tētahi whakataunga, ā, kāore rawa e tae ki te mata tūmatanui. Ko te Proof-Carrying Artifact a Boucher — kua hainatia, kua whakarōpūria, kāore e taea te whakarerekē, me tētahi whāinga whakahoki — ko tā mātou rēhita rangatira kua hainatia, me tōna hash takenga mai, hash ihirangi, me te mekameka taunakitanga e kitea ana mēnā kua whakarereketia, ka taea te kaweake hei tuhinga kōrero. Tana SelectionCertificate, te tūemi kua hainatia e whakaae ana, e whakahē rānei i tētahi panoni i raro i te wehenga kaihanga-kaiwhakamātau, ko tā mātou rēkōrā whakatau DirectorEngagement: ngā tūnga mema kua hainatia, kāore te kaitono e ōrite ana ki te kaiwhakaae, ā, kua tuhia ngā kōrero katoa ki ngā meneti. Tana Rārangi Take Taunakitanga — te rūma taunakitanga e herea ana ki ngā kerēme, ehara i te whārangi hokohoko — ko te tikanga kua whakatinanahia e mātou ki a mātou anō i te tau katoa: whakamana i mua i te kerēme, kāore he wāhanga ārai-tiaki, Ngā Rēkōrā Whakataunga e pānuitia ana hei meneti e kitea ana kua whakarerekēhia, ehara i te pānui pāpāho. Āna tikanga tūtohu — kāore he tūtohu AGI, ASI rānei, mā te taunakitanga anake — ko tā mātou ture tūmau hei aukati i te hanga kōrero me te ōritenga ture teka.

Kei te kōrero tūpato mātou i tēnei, nā te mea he pānga ngā-taha-rua tō te tikanga mō ngā kerēme. Ko te mea e tukuna ana ko te mīhini whakahaere ā-tangata i whakahuatia ake nei: ko ngā tuakiri, ngā mekameka whakamana, ngā rekoata kua hainatia, te kaihanga-kaiwhakamana, ngā Rēkōata Whakataunga. Ko te mea kāore i āmātou, tae noa mai ki tēnei wā, ko taua kaha whakahaere kotahi e whakamahia ana ki te whanaketanga o ā mātou ake AI. Koinei te āputa i āhei ai mātou ki te kati nā ngā mahi a Boucher, ā, kāore mātou e whakapae kua kati kē.

Ko te āputa i kati ai mō mātou

Ka whakahaere a The Village i ngā AI iti, rangatira mō ia momo hapori — he tauira iti mō ia hapori me ngā paparanga māmā huri noa i a rātou. Ko te whakatau mēnā kua whiwhi mana te putanga hou ki te whakakapi i te mea e whakamahia ana he mea aromatawai ā-mātau, engari kāore i whakaritea, ā, he mea whakaiti te rekoata aromatawai. I aromatawaihia e mātou tētahi whakahou whakangungu, engari kāore i tukuna kia whakamahia. I whakaiti i te mahinga tētahi raupapa whakamātautau taumaha. I ako mātou, i te ara uaua, kia kaua e whakangungu mā te whāinga tiketike noa iho — nā te mea ko ngā whakapainga pono tonu i puta mai i ngā whakarerekētanga māmā, ehara i te whakangungu anō kaha rawa. I whai mātou i te tikanga o te whakamātau taunakitanga. Kāore mātou i whai ture ingoa i kī, i mua, me aha ngā whakamātautau a tētahi panoni i mua i tōna whakaaetanga kia horapa.

Nō reira, kua whakaae mātou ki tētahi, hei paerewa whakahaere ā-roto. Ka tango Te Aratohu Whakamātautau a Boucher tata tonu ki ngā kupu taketake, ā, ka waiho hei ture mō tō mātou ake whanaketanga AI: he tauira kaitono hei tuhi tuatahi, kātahihe kaitono, kātahi he kanara, kātahihe whakahohe, ā, ka taea tonute whakahoki i te whakahohe ki te tūnga o mua. Ka whakatairangahia mā ngā kuaha here kotahi anake — whakamātautau whai mana, whakamātautau whakataurite e toa ana i te paerewa, mōrearea kei raro i te pae, kua whakamātauria te whakahoki, kua tautuhia te rohe kanara, kua whakaaetia te rohe, kua oti te matapaki wā. Ka whakataurite te tohu tohutohu i te uara kua whakamana me te kounga ki te utu, te tūraru, me te nama whakahoki, pēnei tonu i āna whakaritenga, ā, kāore rawa e whakaae ki tētahi kaitono ka hinga i tētahi kuaha. Koinei te tikanga i ngaro i a mātou, ā, e mārama ana mātou he tikanga hou kua whakaaetia, ehara i te pūnaha e rere ana i te whakaputanga.

Ko te mea kotahi e whakahē ana mātou: te mekameka

I konei ka wehe tātou, ā, ehara tēnei wehenga i te mea whakapaipai noa. Ko AEP-001, i tōna taitara-iti, he mea taketake ki te poraka-tā. Ko tōna Rārangi Whanaketanga he tūāpapa taunakitanga i runga i te Ethereum. Ko tōna kohinga kirimana he Ethereum mai i te tīmatanga ki te mutunga — he rūma taonga utu, he kōti tapahi, te tuku pūtea a ngā kaiarotake, ngā paerewa pūkete-whakarapopototia me ngā pūkete herea ki ngā tohu, he ratonga whakau. I tōna hoahoa, ka whakahaerehia te āheinga i ētahi wā e ngā akiaki ōhanga-kriptō: ka tuku pūtea ngā kaiarotake, ka tapahia ngā hunga hē, ka whakawhiwhia te mahi pai, ā, ka whakatauhia ngā mana whakawhānui i runga i te mekameka.

Kāore mātou e whakaae ki ēnei mea katoa. He whatunga tūmatanui, he hanganga crypto e ū ana ki Amerika, me te whakatau crypto-ōhanga he takahi tika i te take i noho ai Village: he hanganga rangatira, e mana ana i a ia anō i raro i ngā ture o te EU me Aotearoa, kāore he whatunga tūmatanui, kāore he turanga ke, kāore hoki te toitūtanga o te hapori e mauherea e tētahi ōhanga tohu. Mō tētahi whānau, tētahi parohe rānei, ehara i te mea he hanganga hē noa iho te whakaaro ka āraia te panoni AI e te staking me te slashing; he hapa kāwai tēnei mō te āhua o te whakahaere.

Ko te rongo pai, he tika ki a mātou te tango i te ariā me te kore o te tūāpapa i raro i ngā tikanga ake a Boucher. Kei roto i āna mātāpono hoahoa he tikanga noho pūmau ā-hokohoko: "ka taea e tētahi kaiwhakarato tauira, wā whakahaere, paparanga rokiroki, kaiarotake, mekameka, umanga, whakahaere rangatira rānei te whakatinana i te AEP mēnā ka whakaute ia i ngā atanga taunakitanga." Ka whakaute mātou i ngā atanga whakamana. Ka whakatinana noa mātou i ēnei ki runga i te whenua rangatira: he mekameka whakamana āpiti-anake i runga i te rokiroki mana-motuhake, hei utu mō te pukapuka Ethereum; ngā tuakiri did:web me ngā rekoata rangatira kua hainatia hei utu mō ngā whakamana i runga i te mekameka; he rekoata whakataunga kaihanga-kaiwhakamātau hei utu mō tētahi kirimana tiwhikete-whiriwhiri. I te wā e whai ana tōna hoahoa i tētahi whare taonga utu me tētahi kōti tapahi, ko tā mātou he kawenga tangata kua ingoa, ā, kāore he mea kē atu. Village he taunakitanga mahi e whakaatu ana ka taea e koe te whai i te katoa o te tikanga taunakitanga o AEP-001 me te kore rawa he poraka-tā.

Ko te tomokanga kāore i te ture matua

Koinei te wāhanga tino hira, ā, koinei te wāhi ka whakawhānui atu ai mātou i ngā ariā a Boucher, ehara i te mea ka wehe noa atu mātou i a ia.

Ko te kaupapa o tana ture matua ko te āheinga AI. Ka kī noa ia i tana whakakapi: ko te rohe e whai ake nei ko ngā whakahaere ā-ture e āhei ana ā rātou māngai ki te mahi, engari me whakamana i ngā whakapainga i mua i tō rātou horapa. Ko te whakahaere ā-ture e whakaarohia ana e ia, he whatunga māngai, ā, ko te pātai e whakautua ana e tana kuaha, ko tēhea whakapainga AI kua whiwhi i te mana ki te horapa. He pātai pai tēnei, ā, kua whakautua āta. Engari ehara tēnei i te pātai katoa mō tētahi hapori tangata, ā, e whakaatu ana tōna ake tauira mōrearea i te wāhanga ngoikore: i waenga i ngā mōrearea i rārangihia e ia ko te hopukinga whakahaere — "pōti tohu, ka karo ngā tāngata o roto i ngā taunakitanga" — ā, ka whakaiti ia i tēnei mā te wehewehe whakahaere. Ko te take hōhonu ake, ahakoa pēhea te mātātoa o tētahi kuaha āheinga, ka taea e ia te whakatairanga i tētahi whakahōu hangarau-nui ake, e neke puku ana i te kaituhi i ngā whakatau i waho i ngā tāngata nō tō rātou hapori, ā, ka whakawhiti i taua whakahōu i ia kuaha katoa kei a ia.

Nō reira, ka tāpiri tātou i tētahi kuaha kāore i roto i tana ture matua. Me kīko ServeAuthorized tōna ingoa, ā, ka pātai ia i ngā mea e rua kāore e taea e tētahi ine āheinga te whakautu. Tuatahi: ka waiho e te panoni te hapori heikaituhi o āna ake whakataunga? Ka whakakahoretia te panoni mēnā ka whakaiti i te mana kaituhi o te hunga — ahakoa ka nui ake tōna tohu, ka iti ake te utu, ā, ka whakawhiti i ngā kuaha katoa. He mea tika te whakamana whanaketanga; ehara i te mea e ranea ana. Ehara te kaituhi i te ine. Tuarua: ki te pa te panoni ki ngā raraunga, ki te anga rānei o te hapori — otirā, ki te whakahaere raraunga o te ao Māori — kei a rātou te whakaaetanga o te hunga e pāngia ana? Ka tautuhi a Boucher i te hoahoa whakawhānui mō te whakatairanga e ai ki te kaipā me te kāwai tūraru; ka whakawhānui mātou i te rohe ki te whakaaetanga me te hāngai ā-ahurea. Kāore e horapa te panoni kāore he taunakitanga; ā, kāore hoki e horapa te panoni kāore he whakaaetanga.

Tirohia hoki ngā pānga o tēnei ki tōna tūraru hopu whakahaere. Me whakaiti ia i te hopu pōti tohu, nā te mea he pōti tohu tō tōna turanga. Ka tangohia e mātou te paparanga: kāore he taonga hei taumaha, kāore he tohu hei hopu, nā te mea kei ngā kaitiaki tangata kua ingoa i raro i te kaihanga-kaiwhakamātau te mana whakatairanga, ā, ka whakautu rātou hei tangata, ehara i te pūkete moni. Kāore te huarahi hopu e tiakina ana e ia e noho ana i tō mātou hoahoa. Ehara tērā i te mea noa; koinei te hua ka puta ina ko te tangata te kaupapa o te whakahaere, ehara i ngā māngai.

Te pupuri i te AI hei kaiawhina

He tūraru e mau tonu ana i te tuhi i ēnei mea katoa, ā, he mea tika kia kīia nā te mea kāore e ngaro. He whakamīharo te reo o te "whanaketanga AI ā-tari". Ki te whai koe i tēnei āhua nui rawa, ka tīmata te Village ki te rereke — mai i tētahi tūāpapa rangatiratanga mō ngā hapori tangata ki tētahi hua whakahaere AI kua tāpirihia ngā hapori. He taumaha te anga a Boucher, he mīharo mō tōna kaupapa, ki taua ahunga, nā te mea mōna ko te AI te kaupapa matua. Ia wā ka whakamahi mātou i tēnei tikanga, me mau tonu mātou ki te taha kē: he kaimahi te AI, ehara i te kaupapa matua. Kei reira te āhua whakamātau kia whakawhirinaki te hapori ki te taputapu e mau ana ia — ehara kia riro te taputapu hei take e ora ai te hapori. Mēnā ka tīmata te whakamahi i te tikanga kia whai ai te AI i te aro matua, kua hē te whakamahinga o te tikanga, ā, ko te mahi tika kia whakamutu.

Koia hoki te take i koa ai mātou i puta ai te whakakotahitanga. E whakaatu ana ki a mātou ko te āhua e kawe ana i te taunakitanga, te wehenga o te taunakitanga tūmatanui / raraunga tūmataiti, me te here kerēme, kua hanga e mātou, he āhua tika — i whakauhia motuhake e tētahi kairangahau tino ū nō te taha o te mīhini o te raru. Ka whakawhetai mātou ki tōna ū. Ka whakawhetai hoki mātou ki te takenga mai o tēnei: te whakaaro me kawe e tētahi taonga hanga tōna ake taunakitanga mō tōna tika, he tawhito ake i a māua tokorua, ā, ka hoki whakamuri kite Waehere Kawe Taunakitanga a Necula i te tau 1997. Ā, ka pupuri mātou i te kotahi mea i waiho e tana hanganga, nā te mea koia tērā te take i whakatūria ai te Village.

Ka taea e tētahi tauira te whakautu. Ka taea e tētahi māngai te mahi. Me whakamana e tētahi whakahaere. Ā, me noho tonu te hapori hei kaituhi.

Tāpiritanga — mai i te ture whakahaere ki te hua

Mai i te tuhi o tēnei tuhinga, kua whakaputaina e Boucher te paparanga hua o taua hōtaka anō: GoalOS Mission OS: The Proof OS for Autonomous AI Work (Hune 2026). Ka huri i te ture matua hei mea ka taea e tētahi whakahaere te whakahau kia whakahaere kotahi — "whakaritea te whāinga; Ka rere a GoalOS kia oti te whakamātau" — ā, ehara i te pūrongo te tuku matua, engari he āhua whakataunga whakahaere: i āna ake kupu, "ehara i te tuhinga te tuku. He āhua whakataunga whakahaere te tuku." E toru ngā mea kei roto e pā tika ana ki te kōrero i runga ake nei, ā, he kaha ake te pepa mēnā ka pānuitia āta.

Tuatahi, ka whakatau mārie ia i te take i tino whakapūmau ai mātou. Ko te hua o Mission OS he nuinga kore-whakawhirinaki ki te papanga: kua ngaro atu i te paparanga hua ngā miihini Ethereum i tino kitea i AEP-001 — te whare taonga utu, te kōti whakakore, te tuku pūtea hei tautoko — e ora ana hei whakatūpato i te papamuri anake, arā, me kore e whakapāho i ngā whakawhitinga moni o te whatunga matua te rerenga mahi. Ka haere anō te hokohoko a Boucher me te kore o te mekameka. I taea tonu te wehe i te mātāpono me te tūāpapa; ko tana hua he whakaaturanga, ā, he mea whakapono ake i tō mātou kōrero anake.

Tuarua, ka ingoa tētahi tikanga e whakahaerehia ana e Village. E kī ana a Mission OS i tētahi "ture tūtohu motuhake": kāore te pae tūmatanui i whakatikahia ā-ringa, engari i whakaputahia mai i tētahi puna raraunga e hāngai ana ki ngā taunakitanga, i tirotirohia e ngā pūmanawa aunoa, i arotakehia e te tangata, ā, kātahi ka whakaputahia, ā, me kore te rārangi mahi e whakakotahi aunoa … e whakaputa i ngā kerēme kāore i tautokohia, e tango rānei i ngā rohe kerēme. Arā, tata tonu ki ia hikoinga, koinei te āhua e hanga ai ēnei whārangi. Ka hoatu hoki he ingoa mārama ki te mōrearea e tiakina ana e tō tātou ake tikanga mō ngā kerēme — arā, te nama whakamātautau, "te mōrearea ka noho hei taunoa ā-tari mō ngā hua AI kāore i whakamātauria."

Tuatoru, ā, ko te mea nui rawa atu, ka whakakoi, kāore e whakangāwari, i te wāhi kotahi ka wehe ai mātou — ā, e kī ana mātou pēnei me te whakaute ki te pai o te hua. Ko Mission OS, i tōna taitara, he pūnaha whakahaere mōngā mahi AI motuhake: ka rere ia "kia OTI," ā, ka whakaputa. Koinei tonu te taumaha i whakatūpato ai tēnei tuhinga — te kaupapa e huri ana i te mana mai i te tangata ki te rangatiratanga o te mīhini. Ka pupuri a Mission OS i tētahi kuaha tangata kotahi, he arotake i mua i te whakaputa; ka pupuri a Village i te tangata hei kaituhi, ehara i te kaiarotake whakamutunga. Ka whakaae mātou ki te mātātoa, ā, ka ū mātou ki tēnei tūāpapa kia kaha ake: he kaimahi te AI, ehara i te rangatira.

Ko The Village he pūnaha e rere ana, ehara i te pukapuka pānui — tirohia i mysovereignty.digital, ā, whakatauritea ki ngā kerēme kua whakapuaki i konei. E mau ana a The Village i te tikanga kua whakamārama i konei hei paerewa whakahaere ā-roto — ko te Proof Gradient, kua whakarerekētia. Ngā puna: Vincent Boucher, GoalOS : The Proof-of-Evolution Ture Whakaminenga — AEP-001, v12.1, Hune 2026 (QUEBEC.AI & MONTREAL.AI); me GoalOS Mission OS: The Proof OS for Autonomous AI Work, v23, Hune 2026. Nā ngā kupu tonu i puta i aua tuhinga ngā whakahua. Whakapapa hinengaro: G. C. Necula, "Proof-Carrying Code," POPL 1997. —John G. Stroh, My Digital Sovereignty Ltd., Hune 2026.