{ "breadcrumb": { "home": "Kāinga", "current": "Hoahoa whare" }, "hero": { "title": "Whakangao Whakahaere", "subtitle": "Kāore he paparanga kotahi o te haumaru AI e ranea ana. Ka whakamahi a Tractatus i te ārai hohonu — e toru ngā paparanga, ā, e pono ana ia ki ōna here.", "cta_layers": "E toru ngā paparanga", "cta_principles": "Ngā Mātāpono e Rima" }, "defence_in_depth": { "heading": "Ārai hohonu", "intro": "Ka āhua te whanonga mā te whakangungu. Ka herea te āheinga e te whakatinanatanga hanganga. Ka whakarato te tirotiro a te tangata i te horopaki ahurea. E toru ngā paparanga, he tautoko tētahi ki tētahi, ā, ka whakakī ia paparanga i ngā ngoikoretanga o ērā atu.", "layer1_title": "Whakangungu Whanonga", "layer1_role": "He tauira āhua e whakaatu ana i te ahunga ki te whanonga e whakahaerehia ana", "layer1_desc": "Ka whakaiti te whakangungu i ngā takahi rohe i te puna, i mua i te hiahia kia whakatinanahia i te wā whakahaere. Ka mahi tahi te tauira me te whakahaere, kaua e whawhai ki a ia. Engari, ka taea te karo i te whakangungu anake mā ngā whakahau whakahē, ā, ka ngoikore i raro i te pēhanga horopaki.", "layer1_limitation": "Ka taea te karo mā ngā tono whakahē; ka ngoikore i raro i te pēhanga horopaki.", "layer1_status": "Kua whakaritea", "layer2_title": "Whakakaha Hanganga", "layer2_role": "Ngā here o waho kāore e taea te karo mā te tono.", "layer2_desc": "E ono ngā ratonga whakahaere e mahi ana i waho o te wā whakahaere AI, ā, kei reira hoki ngā Guardian Agents e whakamana ana i ia whakautu mā te taurite pāngarau, ehara mā te tirotiro whakaputa. Ka penapenahia motuhake ngā ara arotake kāore e taea te whakarerekē. Ka hopu i ngā mea kāore i kitea e te whakangungu.", "layer2_limitation": "Kāore e taea te aukati i ngā momo hapa katoa; ka tāpiri i te taumaha whakahaere i te wā whakahaere.", "layer2_status": "Kei te whakaputa", "layer3_title": "Te Aroturuki a te Tangata me te Whakahaere a ngā Kiritaki Rēti", "layer3_role": "Ngā ture tūtohu, ngā tikanga ahurea, me te pikinga ake a te tangata", "layer3_desc": "Ka whakarite ngā hapori i ā rātou ake ture whakahaere mā ngā tikanga Tractatus. E mōhio ana ki te horopaki, ā, e hāngai ana ki te ahurea. Ko te tangata anake te mana whakamutunga mō ngā whakataunga uara. Ka āwhina te AI, kāore ia e whakatau.", "layer3_limitation": "Kāore e taea te whakawhānui ki ia whakawhitinga katoa; e whakawhirinaki ana ki te whai wāhi a te tangata.", "layer3_status": "Kua oti te anga", "insight_quote": "Ka taea e te whakangungu te whakarite kia pai te whanonga o tētahi tauira; ko te hanganga anake e taea ai te whakarite kia uaua ake ā-tinana kia kino tōna whanonga.", "insight_attribution": "Whakahaere i te wā whakangungu, Rangahau Tractatus" }, "guardian": { "badge": "Kua whakatūria — Poutū-te-rangi 2026", "heading": "Guardian Agents", "subtitle": "Whakamana me te kore hapa aratau noa. Ehara te kaitirotiro i te kaikōrero anō — he taputapu ine ia.", "intro": "Ko te raru matua o te whakamahi i tētahi AI hei whakamana i tētahi atu: e noho tahi ana ngā pūnaha e rua i te wāhi mātauranga kotahi. He tauira whakaputa e tirotiro ana i tētahi tauira whakaputa, ā, ka pāngia e ngā momo hapa kotahi. Ka whakatau ngā Guardian Agents i tēnei mā te mahi i roto i tētahi wāhi tino rerekē.", "phase1_title": "Tātaritanga Puna", "phase1_desc": "Tautuhia ngā whakapae pono i roto i te whakautu AI, ā, rapua ngā rauemi puna pea mai i ngā ihirangi a te hapori.", "phase2_title": "Whakaurunga Ōrite", "phase2_desc": "Te ōritetanga cosine i waenga i ngā whakaurunga kerēme me ngā whakaurunga puna. He ine pāngarau, ehara i te whakamārama. Kāore e pāngia e te whakamatapae.", "phase3_title": "Te Tohu Whakapono", "phase3_desc": "Ka whiwhi ia kerēme i tētahi tohu whakawhirinaki (teitei, waenga, iti, kāore i whakamana) e kitea ana e te kaiwhakamahi. He mārama noa iho.", "phase4_title": "Ako Whakarite", "phase4_desc": "Ka hoki ngā whakatikatika a te kaiwhakahaere ki ngā pae whakamana. Ka ako te pūnaha i ngā whakataunga kounga a te hapori.", "foundations_heading": "Ngā Pūtake Arorau", "foundations_intro": "Ko ēnei kōwhiringa hoahoanga he ū ki ngā ariā, ā, i tono kia puta he whakautu hangarau motuhake.", "foundation1_name": "Wittgenstein", "foundation1_desc": "Me whai paearu ā-waho ngā kēmu reo. Kāore e taea e te AI te whakamana i tōna ake tikanga.", "foundation2_name": "Īhaia Pēnina", "foundation2_desc": "Te kanorau uara. Kāore he mahi whakapai kotahi e hopu i ngā mea e whakanuia ana e ngā hapori.", "foundation3_name": "Elinor Ostrom", "foundation3_desc": "Kaitiakitanga ā-pokapū maha. Ka whakahaere pai e ngā hapori ā rātou rawa tūmatanui.", "foundation4_name": "Te ao Māori", "foundation4_desc": "Kaitiakitanga. Ko te tiakitanga e tohu ana i te haepapa ki te hunga e tiakina ana, ehara i te mana whakahaere ki a rātou.", "cta_paper": "Pānuitia te Puka Rangahau", "cta_production": "Tirohia te hanganga whakaputa →" }, "principles": { "heading": "Ngā Mātāpono Hoahoanga e Rima", "subtitle": "I ahu mai i ngā mahi a Christopher Alexander mō ngā pūnaha ora. Ko ēnei he paearu hoahoa e whakatinanahia ana mā te hanganga, ehara i te tuhinga.", "p1_title": "Kāore te wehewehe", "p1_principle": "Ko te whakahaere he wāhanga o te ara matua, ehara i te mea kua tāpirihia noa.", "p1_desc": "Ka whakamana ia mahi i mua i tōna whakatinana. He whakatinanatanga hanganga tēnei — ka aukati ngā ratonga whakahaere i te ara whakatinana matua, ehara i te aroturuki i muri i te mahi. Me whai tohu whakakapi mārama te whakawhiti, ā, ka tuhia ngā whakakapi katoa.", "p2_title": "Hononga Hōhonu", "p2_principle": "Ka tautoko ngā ratonga i a rātou anō.", "p2_desc": "Ka whakakotahitia ngā ratonga whakahaere mā te whakau ā-taha. Ka whakakaha ake te pēhanga horopaki teitei i te tirotiro rohe. Ka pā te manawanui o ngā tohutohu ki te whakau whakawhānui. Ahakoa ka pakaru tētahi ratonga, kāore e pakaru te whakahaere — me huri noa te kaiwhakatumatuma i ngā ratonga maha kua whakaritea i te wā kotahi.", "p3_title": "Ngā āhua whakawhiti, ehara i te rua anake", "p3_principle": "Ngā taumata kaha, ehara i ngā pana āe/kāo", "p3_desc": "Ka whakahaerehia te whakahaere i runga i ngā taumata: NOA, TEITEI, TINO TEITEI, OHOTATA. Ka piki haere te pēhanga horopaki, te pānga haumarutanga, me te mātotoru whakamana i runga i te kaha. Mā te urupare ā-taumata e ārai i te ngenge o ngā whakatūpato me ngā hapa tino kino. Ka urutau āta haere ngā pūnaha ora; ka pakaru ohorere ngā pūnaha miihini.", "p4_title": "E tiaki ana i te hanganga", "p4_principle": "Ka whakapai ake ngā panoni, ā, kāore e pakaru.", "p4_desc": "Me tiaki i te kotahitanga o ngā panoni anga. Ka noho tonu ngā rangitaki arotake kia taea te whakamārama puta noa i ngā putanga. Ka noho whai mana tonu ngā whakataunga o mua. Ka tāpirihia ngā āheinga hou, ā, kāore e whakakorehia ngā rekoata whakahaere o nāianei. Painga ā-ture: he ara arotake pumau, kāore e hiahiatia kia whakamāramahia anō ngā whakataunga o mua i ia putanga.", "p5_title": "Tukanga Ora", "p5_principle": "Ka tipu mai i ngā hē tūturu, ehara i te ariā.", "p5_desc": "Ka puta ngā panonitanga anga i te ao tūturu kua kitea, ehara i ngā mahere kua whakaritea i mua. I te wā kāore ngā ratonga i whakamahia, ka tāpirihia te kitenga ngaro. I te wā i puta ai te haruru i te whakamana, ka whanake te aratau kōwhiri mai i ngā tauira whakaoho tūturu. Ko ngā taunakitanga e aki ana i te whanaketanga, ehara i te whakapae.", "together_title": "Me pēhea ngā mātāpono e rima e mahi ngātahi ai", "flow_1": "Kāore i te wehewehe (whakahaere i te ara tino hira)", "flow_2": "Hononga Hōhonu (ka whakarite ngā ratonga)", "flow_3": "Ngā āhua whakautu āta", "flow_4": "Te Tukanga Ora (whanaketanga e hāngai ana ki ngā taunakitanga)", "flow_5": "Te tiaki hanganga (te haere tonu o te arotake)", "flow_result": "Te Katoa o te Pūnaha" }, "diagram": { "title": "Hoahoa ā-hanganga kāore e whakawhirinaki ki te wā whakahaere", "subtitle": "Ka mahi a Tractatus me tētahi pūnaha AI whai mahi katoa. Kei waenga i tō māngai me āna mahi te paparanga whakahaere.", "layer1_title": "1. Wā Whakahaere Agena", "layer1_desc": "Tō māngai AI (i runga i tētahi papanga). Whakamahere, whakaaroaro, whakamahi taputapu. Kāore a Tractatus e whai whakaaro ki te whakatinanatanga.", "layer2_title": "2. Papanga Whakahaere", "layer2_desc": "E ono ngā ratonga e whakatinana ana i ngā rohe, e whakamanahia ana ngā mahi, e aroturuki ana i te pēhanga. Ka whakamana ngā Kaihautū Tiaki i ia whakautu. He uaua ake ā-hanganga kia taea e te AI te karo.", "layer3_title": "3. Rokiroki mau tonu", "layer3_desc": "Ngā rangitaki arotake kāore e taea te whakarerekē, ngā ture whakahaere, me te hītori o ngā tohutohu. Motuhake i te wā whakahaere AI — kāore e taea te whakarerekē e ngā tono." }, "limitations": { "heading": "Ngā here me te tirohanga pono", "intro": "He mahi i te wāhanga tuatahi tēnei. He hua whakatenatena i te whakaputanga, engari kāore anō a Tractatus kia whakamātauria i raro i ngā whakamātautau whakataetae mātātoa, kāore hoki i whiwhi arotakenga rōpū whero.", "quote": "He tino tūmanako kei a mātou, engari kei te wāhanga whakawhanaketanga tuatahi tonu tēnei. He roa tonu te huarahi kei mua i a mātou, ā, ka hiahiatia he kaha nunui nā ngā kaiwhakawhanake puta noa i te umanga kia taea ai te whakahaere pai i te AI. He tīmatanga noa iho tēnei.", "quote_attribution": "Tumuaki o te kaupapa, anga Tractatus", "known_heading": "Ngā here e mōhiotia ana:", "limitation1": "Kāore he whakamātautau motuhake a te rōpū whero. Kāore mātou e mōhio ana me pēhea te pakari o ēnei here ki ngā whakaeke whakataetae kaha.", "limitation2": "Whakamana ā-iti. Whakamahinga whakaputa i runga i tētahi kaupapa kotahi. Me tārua i roto i ngā whakahaere maha.", "limitation3": "Ngā wero o te whakaurunga. Hei whakauru i te whakahaere ki roto i ngā pūnaha e tū ana, me nui te kaha hangarau.", "limitation4": "Kāore i mōhiotia te mahinga i te rahi nui. Kāore anō kia whakamātauria te whakakotahitanga o ngā māngai maha.", "limitation5": "Te āhua o ngā tūraru e whanake ana. I te tipu haere o ngā pūkenga AI, ka puta ake ētahi huarahi hē hou kāore pea e taea e te hanganga o nāianei te whakatika.", "needs_heading": "He aha tā mātou e hiahiatia ana:", "need1": "Ngā kairangahau motuhake hei whakau (rānei hei whakahē) i ā mātou kitenga", "need2": "Te arotakenga a te tīma whero hei rapu ngoikoretanga me ngā tikanga whakawhiti", "need3": "Ngā whakaurunga whakamātautau maha-rōpū puta noa i ngā rāngai rerekē", "need4": "Te mahi ngātahi ā-umanga whānui mō ngā paerewa whakahaere", "conclusion": "He tīmatanga tēnei anga, ehara i te rongoā kua oti. Hei whakahaumaru i te AI, me ū tonu te kaha a te katoa o te umanga." }, "cta": { "heading": "Tūhuratia te hoahoanga", "subtitle": "Mai i ngā Agent Guardian kei te hanga, tae noa ki ngā mātāpono e rima i tangohia mai i ngā pūnaha ora.", "btn_village": "Village AI", "btn_research": "Tirohia te Rangahau", "btn_docs": "Tuhipoka" } }