Ka whakakapia rānei e te AI ngā Kaihanga Ā-Iwi? [Ataata me te Pātaitai]

Whakautu poto: E kore te AI e whakakapi katoa i ngā kaihangarau ā-iwi, engari ka aunoa i ngā mahi tuhi, tirotiro, pūrongo, whakatauira me te aromatawai auau. Ko ngā kaihangarau e pupuri ana i ngā kaupapa matua pakari, te whakatau i te papaanga me te kawenga ngaio i a rātou e ako ana i ngā taputapu AI, ka nui ake te tūponotanga ka whakapakarihia i te mea ka whakakorehia.

Ngā kōrero matua hei whakaaroaro:

Te Haepapa: Kia mārama te waitohu a te tangata whai raihana mō ia whakataunga hangarau āwhina-AI.

Whakatau: Whakamahia ngā putanga AI hei whakaaro, kātahi ka manatoko i ngā whakapae ki te mooni o te pae.

Whakangungu: Tiakina te ako a ngā tamariki mā te whakakapi i ngā mahi pukumahi me te kore e tango i ngā mahi e tirotirohia ana.

Māramatanga: Tuhia ngā tohutohu, ngā pūtake raraunga me ngā arowhai kia taea ai te arotake i ngā whakataunga.

Te whakahaere mōrearea: Whakamahia te AI i te tuatahi mō ngā rerengamahi iti-morearea i mua i te whakaaetanga hangarau nui.

Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:

1. He aha te mea e pai ai te whakautu ki te pātai "Ka whakakapia rānei ngā Kaihanga Ā-Iwi e te AI?" 🧱

Me karo i ngā tino mangere e rua i roto i tētahi whakautu pai.

Kotahi te mea tino nui, arā, ka whakakapia te katoa e te AI. He tino pīkari tēnā, engari kāore e arohia te nui o te kawenga, te nama, me te uaua o te ao tūroa i roto i ngā mahi hangarau.

Ko tētahi atu taha tino rerekē e kī ana he tātaitai whakapaipai noa iho te AI. He mea whakamarie tēnā engari he ahua kuware anō hoki. Kua nui atu i te tātaitai noa iho te AI. Ka taea e ia te tuhi pūrongo, te arotake tauira, te kite i ngā taupatupatu hoahoa, te arotau i te whakamahinga rauemi, me te āwhina i ngā rangahau whaihua. I ētahi rerenga mahi, he rite ki te whai i tētahi kaiawhina iti e kore e moe, ahakoa i ētahi wā ka kīia e taua kaiawhina te mea hē me te maia whakamataku, ā, ka pātai koe i te pono.

Me whai whakaaro te whakautu whai hua ki:

• Ngā mahi a ngā miihini ā-iwi i ia rā

• Ko ēhea ngā mahi he auau rawa mō te aunoatanga o te AI

• Ko ēhea ngā mahi e hiahia ana ki te whakatau ā-tangata whai raihana

• Te āhua o te whakarerekētanga o ngā rerengamahi e te pūmanawa hoahoa, te BIM, ngā māhanga matihiko, me te hoahoa whakaputa uri

• Ngā mea ka whakawhirinaki ponotia e ngā kiritaki, ngā kāwanatanga, me ngā tīma hanga

• Me pēhea te noho uara o ngā kaihangarau, kaua ko te "pukumahi noa"

Āe, ka whakakapia rānei ngā Kaihangarau Ā-Iwi e te AI? Engari ko te whakautu kei te momo mahi e kōrerohia ana.

2. Ripanga Whakataurite: Ngā Kaihanga Hangarau Ā-Iwi me ngā Kaihanga Ā-Iwi i roto i ngā mahi hangarau ā-papa 📊

3. Ko te mahi a te AI pea ka riro i te tuatahi ⚙️

Ko te AI te mea pea ka whakakapi i ngā mahi katoa, ehara i te katoa o ngā umanga miihini ā-iwi. He mea nui taua rerekētanga.

Ko ngā mahi tuatahi hei whakaiti ko ngā mahi auau, e hangai ana ki ngā ture, e nui ana ngā tuhinga. Whakaarohia ngā mahi pēnei i:

• Te tuhi i ngā tuhipoka paerewa

• Te waihanga i ngā pūrongo tuatahi

• Te whakahaere i ngā whakamaharatanga tirotiro waehere taketake

• Te whakataurite i ngā kōwhiringa hoahoa

• Te whakaputa i ngā whakatau tata rahinga

• Te whakarāpopototanga o ngā meneti hui

• Te tohu i ngā taupatupatu i roto i ngā tauira BIM

• Te whakaputa i ngā kōwhiringa tahora o te wāhanga tuatahi

• Te arotake i ngā whakaritenga mō ngā taupatupatu

Ehara tēnei i te mahi whakahirahira, engari he roa te wā e pau ana. He nui te wā. Ā, he maha ngā kaihangarau, inā koa ko ngā rangatahi, e whakapau ana i te wā o tō rātou rā ki te mahi i ēnei mea.

Ka taea e te AI te āwhina ki te whakaiti i taua kawenga. I roto i tētahi wāhi mahi hauora, ko te tikanga he nui ake te wā mō ngā kaihangarau ki te whakaaro hoahoa, ki te mahi tahi, ki te ārahi, me te mārama ki te papaanga. I roto i tētahi wāhi mahi kāore i te tino hauora - ki te pono - tera pea he iti ake ngā mahi taumata tīmatanga me te nui ake o te pēhanga ki ngā kaihangarau taitamariki kia tere ake te whakaputa hua.

Koinei tētahi o ngā take huna nui rawa atu o tēnei kōrero katoa. Mēnā ka kainga e te AI ngā mahi "taketake", me pēhea te ako a ngā miihini ā-iwi hou? Kāore he tangata e noho hei miihini piriti māia mā te mātakitaki noa i ngā pūmanawa e whakaputa ana i ngā putanga pērā i te tōster makutu.

Me whakaaro anō ngā umanga ki te whakangungu. Ki te kore, ka penapena pea rātou i ngā hāora inaianei, ā, ka puta he āputa pūkenga ā muri ake nei. Ko te mōhiotanga poto noa, ko te ānini roa.

4. He aha te take e raru ai te AI ki te ao tūturu 🌍

He uaua te mahi ā-tinana i roto i te hangarau ā-iwi.

Ngā pakaru o te raima. He kino te whanonga o te oneone. Ka kitea e te wai te ara ngoikore. Ka whānui te maitai. Ka tau ngā rori. Ka mahi auaha ngā kaiwhakatū. Kei roto i ngā tuhi ngā whakaaro. Tērā pea kua tawhito ngā raraunga rangahau. Ā, i ētahi wā ka titiro te āhua o te whenua ki te tauira hoahoa, ā, ka mea noa iho, "He whakaaro ātaahua."

Ka tino pai te mahi a te AI ina mārama ngā ture, ā, he ma hoki ngā raraunga. He maha ngā wā kāore ēnei e whai hua i te hangarau ā-iwi.

Hei tauira, ahakoa te āhua tino pai o tētahi tauira rerenga wai, ka taea e ngā paru o te rohe, ngā paipa kua āraia, ngā tikanga tiaki, me ngā tauira ua nui te whakarerekē i ngā mea katoa. Tērā pea ka paahitia e tētahi taiepa pupuri ngā tataunga, engari ki te ngaro i te rangahau oneone tētahi paparanga ngoikore, kāore te mōrearea tūturu e hopukina pai i roto i tētahi pouaka tohutohu.

Koinei te wāhi e whiwhi ai ngā kaihangarau ā-iwi i tā rātou oranga.

Ka whakamārama rātou i te koretake. Ka pātai rātou i ngā pātai whakarihariha engari he mea nui. Ka werohia ngā whakapae. Ka toro atu rātou ki ngā pae tukutuku, ā, ka kite rātou he āhua kē tetahi mea. Ehara taua wāhanga "kāore i te āhua" i te mea ngaro. He mōhiotanga tauira i hangaia mā roto i ngā wheako, ngā hapa, te ārahi, me te whakaiti i te kaupapa i āhua māmā noa i runga i te pepa.

Ka taea e te AI te tautoko i taua whakatau. Kāore e taea e ia te pupuri katoa i taua whakatau.

5. Ka whakakapia rānei ngā Kaihanga Ā-Iwi i roto i ngā tari hoahoa e te AI? 🏢

I roto i ngā tari hoahoa, ka kitea nuitia te rerekētanga o te mahi e te AI i tērā i runga i ngā papa hangahanga.

Ko ngā miihini ā-iwi e mahi ana i roto i ngā mahi tohutohu, whakamahere, kawe waka, wai, hanganga, miihini whenua, hoahoa hanganga rānei, tera pea ka kite i te AI kua whakauruhia ki roto i ngā pūmanawa noa. Tērā pea kāore e rite ki tētahi karetao kōrerorero. Tērā pea ka puta mai i roto i ngā tūāpapa CAD, ngā taputapu BIM, ngā papaaho whakahaere kaupapa, ngā pūmanawa whakatauira, me ngā pūnaha tuhinga.

Ko te tikanga, ko ngā mahi hoahoa ā muri ake nei ka uru atu ki:

• Te tono ki te AI kia whakaputa i ētahi kōwhiringa whakarārangi mō tētahi rori

• Te whakamahi i te AI hei whakataurite i te waro whakauru i waenga i ngā pūnaha hanganga

• Te whakahaere aunoa i ngā tirotiro puna waikeri

• Tukua te AI kia kitea ngā pakanga i waenga i ngā ratonga me ngā turanga

• Te arotake i ngā pūrongo mō ngā whakapae ngaro

• Te waihanga i ngā tauākī tikanga tauira tuatahi

• Te whakahaere i ngā arowhai arotau puta noa i ngā horopaki hoahoa

He kaha te tangi o tēnā.

Engari me whai miihini ngaio tonu te kawenga whakamutunga . Ehara i te mea ko te hoahoa anake te whiriwhiri i te whakautu tino pai. I ētahi wā he nui rawa te utu o te kōwhiringa hangarau "pai", he uaua rawa ki te hanga, he tino whakararuraru, he koretake rānei i te taha tōrangapū. I ētahi wā, ehara te otinga e whakaaetia ana i te mea tino tika i roto i te pāngarau. He whakarihariha, engari he pono.

Ka taea e te AI te whakarato i ngā kōwhiringa. Mā ngā kaihangarau e whakatau te mea tika.

6. Ka whakakapia ngā Kaihanga Ā-Iwi i ngā papa hangahanga e te AI? 🚧

He iti ake te tūponotanga ka taea te whakakapi i te wāhi mahi.

He taiao hihiri ngā papa hanga. Ka huri ngā āhuatanga i ia rā. Ka mahi tahi te tangata, ka tautohetohe, ka whakaoti rapanga, ka whakaroa, ka urutau, ā, i ētahi wā ka kitea he mea i tāutahia i te wiki kua taha ake nei e aukati ana i tētahi mea kua whakaritea mō āpōpō. He mīhini ora me ngā pūtu me te puehu.

Ka taea e te AI te āwhina mā te:

• Te aroturuki i te ahunga whakamua e hangai ana ki te waka rererangi

• Te aroturukitanga haumaru

• Ngā pūrongo pae aunoa

• Te matapae tuku rauemi

• Tātaritanga whakamahinga taputapu

• Te kimi hapa mai i ngā whakaahua

• Whakaritea ngā whakatūpato mōrearea

• Ngā whakahōutanga māhanga matihiko

He taputapu whai hua ēnei. He tino whakamiharo ētahi. Engari, ehara i te mea kohi mōhiohio anake te mahi a te miihini o te papaanga. Ka whakarite rātou i ngā kaimahi kirimana, ka whakamārama i ngā tuhi, ka whakautu ki ngā ohorere, ka tirotiro i te kounga, ka whakawhitiwhiti kōrero i ngā huringa, ā, ka whakahaere tonu i te mahi me te kore e tukua te haumaru kia rere ki roto i te rohe "tērā pea he pai".

Tērā pea ka kī te AI kua whakaroa te ringihanga nā te mea e tohu ana ngā raraunga tuku i te mōrearea. E mōhio ana te miihini o te papa ki te kaiwhakarato, ki te kapa, ki te rangi, ki te huarahi uru, me te mea he marino te reo o te tumuaki i te waea. He mea nui tēnā horopaki.

Nō reira, kāore te AI e whakakapi ana i ngā miihini ā-iwi e mahi ana i ngā mahi o te papaanga. He nui ake te tūponotanga ka kitea pai ake rātou, ā, ka iti ake hoki ngā mahi pepa, ki te whakamahia tika te hangarau, kaua e tukuna noa ki a rātou pērā i tētahi atu taumahatanga āhua papaaho.

7. Ko ngā miihini ā-iwi e tino mōrearea ana 😬

Ehara i te mea he rite tonu te taumata mōrearea e pāngia ana e ngā miihini ā-ture katoa.

Ko ngā kaihangarau e tino pāngia ana e te whakararuraru o te AI ko te hunga he mahi auau, he iti te whakaaro, he nui hoki ngā tuhinga. Kei roto pea i tēnā ko ngā mahi e aro nui ana ki te tuhi, ki ngā tātaitanga taketake, ki ngā pūrongo paerewa, ki te whakauru raraunga rānei me te kore e nui te whakatau hangarau.

Ehara tēnei i te kī ka mate aua tāngata. Ko tōna tikanga me piki ake rātou i te mekameka uara.

Ehara i te mea ko te kaihangarau haumaru ake te tino tohunga pāngarau. He maha ngā wā ko te tangata ka taea te whakakotahi i ngā pūkenga hangarau me te whakawhitiwhiti kōrero, te horopaki, me te whakatau kaupapa.

Ko ngā pūkenga uara teitei ake ko:

• Whakatau hoahoa

• Wheako pae

• Te mārama ki ngā waehere me ō rātou kaupapa, kaua ko te kupu anake

• Te whakamārama mārama i te mōrearea

• Te mahi tahi me ngā kaihoahoa, ngā kaimahi kirimana, ngā kaiwhakamahere, me ngā kiritaki

• Te mōhio ki te wā e whakapaetia ana te putanga pūmanawa

• Te hanga i ngā whakawhitiwhitinga whai hua

• Te whakahaere i te āwangawanga me te kore e mataku, te nuinga

Tērā pea ka raru te miihini ā-ture e whai ana i ngā tauira anake. Ka tino uaua ake te whakakapi i te miihini ā-ture e mārama ana ki te take o te hanganga o te tauira.

He nui rawa taua rerekētanga.

8. Ngā miihini ā-iwi ka tino whai hua mai i te AI 🚀

Ko ngā toa nui ko ngā kaihangarau e whakamahi ana i te AI he taputapu hiko, ehara i te mea hei whakawehi, hei taonga takaro rānei.

Ka tere ake te neke a te miihini pai me te AI. Ka tere ake te mahi hapa a te miihini ngoikore me te AI. Koinei te wāhanga whakararuraru.

Ko ngā miihini ā-iwi e tino whai hua ana ka mōhio ki te:

• Tuhia ngā tohutohu mārama mō te tātari hangarau

• Tirohia ngā putanga AI kia rite ki ngā mātāpono hangarau

• Whakamahia te aunoatanga i roto i te CAD, BIM, me te pūmanawa tātari

• Hangaia ngā rerengamahi ka taea te tukurua

• Whakawhitiwhiti kōrero mō ngā kitenga i āwhinahia e te AI me te whakaute

• Mārama ki te kounga o ngā raraunga

• Kimihia ngā kereme moemoeā, ngā kereme kāore i te tautokona

• Kia mau tonu te kawenga ngaio ki mua, ki waenganui hoki

Ko te kaihangarau pai rawa atu o āpōpō, tērā pea kāore e rite ki te tangata e mahi ā-ringa ana i ngā tataunga katoa, engari ki te tangata e whakahaere ana i tētahi whatunga taputapu, e tirotiro ana i ngā putanga, e whakatau tika ana hoki.

Ehara i te mea he iti iho te hangarau. He hangarau rerekē.

He iti te mamae o te whakapehapeha i konei, ae. He maha ngā wā ka whakahīhī ngā miihini ki te mahi ā-ringa i ngā mea nā te mea he tohu tēnei i te pūkenga. Engari ko te whakamahi i ngā taputapu pai ake he wāhanga tonu o te miihini. Kāore tetahi e kī ana nā te teihana katoa i hanga ngā kairūri rūpahu. Kāore tetahi e kī ana nā te pūmanawa huānga mutunga kore i whakangaro te miihini hanganga. Āe, tera pea i pērā tetahi i te tuatahi; he tangata tonu kei te kokonga e amuamu ana ki te kawhe.

Ko te AI tētahi atu taahiraa i roto i taua whanaketanga roa o ngā taputapu.

9. Te AI me ngā tikanga matatika hangarau - te wāhanga e tere rawa ana te pekepeke a te tangata ⚖️

E hono tika ana te hangarau ā-iwi ki te haumaru o te marea. Ka pāngia ngā oranga e ngā piriti, ngā whare, ngā rori, ngā kauhanga, ngā tāhuna, ngā whatunga wai, me ngā parepare waipuke.

Nā tēnā ka nui ake te hiranga o te whakamahi i te AI i te whakamahi i te AI hei tuhi whakaahuatanga hua, hei whakarāpopoto rānei i tētahi hui. Ka nui te utu, ka mōrearea, ka uaua hoki ngā hapa.

Ko ngā āwangawanga matatika matua ko:

• Ko wai te kawenga mēnā ka rahua tētahi hoahoa ā-AI?

• I whakangungua te AI ki ngā raraunga hangarau pono?

• Ka taea te arotake i te tukanga hoahoa?

• I mārama te miihini ki te putanga, i whakaaetia noa rānei?

• I whakaurua mai e te pūmanawa ngā whakapae huna?

• Tērā pea nā te whakaaro hē o te aunoatanga ?

• Kei te ngaro ngā whai wāhitanga ako mō ngā kaihangarau taitamariki?

Kāore e tika ana kia whakamahia te kupu "I kī mai te AI kāore he aha" hei whakaaro ngaio. Kāore hoki e tika kia whakamahia.

Me āhei ngā miihini ā-iwi ki te whakamārama i ā rātou whakataunga. Me whai i ngā huarahi whai, ngā tukanga arotake, me te tirotiro tika. Ka taea e te AI te whai wāhi ki te tukanga mahi, engari kāore e taea te noho hei pouaka pango e piko ana te katoa nā te mea he ātaahua te āhua o te atanga.

Me whai kaihangarau ruarua te umanga haumaru, ā, he hua pai hoki. Kaua e whakahē i te hangarau. Kia ara noa.

10. Me pēhea te whakarite a ngā ākonga me ngā kaihangarau ā-iwi taitamariki 🎓

Ki ngā ākonga, , "Ka whakakapia rānei e te AI ngā Kaihangarau Ā-Iwi?" . Kāore he tangata e hiahia ana ki te ako i tētahi mahi uaua, kātahi ka rongo noa kei te hiahia te pūmanawa ki te whakamahi.

Engari kaua ngā ākonga hangarau ā-iwi e mataku. Me urutau rātou.

Ko te ara tino kaha ko te whakapakari i ngā kaupapa matua me te matatau matihiko. Kaua e mahue ngā kaupapa matua nā te mea kei reira te AI. He rite tēnei ki te ako taraiwa mā te ako noa i ngā rama o te papaaho. Me whai pūkenga miihini, rauemi, hanganga, waipēhi, hangarau whenua, ruri whenua, mātāpono kawe waka, whakahaere hanganga, me te mārama ki te taiao.

I taua wā anō, akohia ngā taputapu hei whakawhānui i tōu whānuitanga:

• Ngā rerengamahi CAD me BIM

• Aunoatanga ripanga ripanga

• Te waehere taketake, te tuhinga rānei

• Tātari raraunga

• GIS

• Ngā māhanga matihiko

• Hoahoa tawhā

• Ngā tuhinga āwhina-AI

• Te tirotiro tauira

Me tere hoki te kitea o te wāhi mahi. Mā te wheako o te wāhi mahi ka kitea e koe te ao tūturu. Mā te wheako mahi ka mōhio koe ki te āhua ma o te hoahoa engari he haunga kino.

Me whai ngā kaihangarau rangatahi kia noho hei tangata ka taea te kī, "E whakaatu ana te tauira i tēnei, engari koinei te mea me manatoko e tātou." He kupu kaha rawa taua rerenga kōrero.

11. Me pēhea te whakamahi a ngā kamupene i te AI me te kore e hanga raruraru 🏗️

Kaua ngā umanga miihini ā-iwi e whakamahi i te AI nā te mea kei te kōrerohia e ngā kaiwhakataetae i roto i ngā tuhinga rautaki kanapa. Koinei te mutunga ka whiwhi ngā whakahaere i ngā taputapu utu nui kāore e whakawhirinakihia e tetahi.

Koinei te āhua o te whāngai pai ake:

• Tīmata ki ngā mahi iti te mōrearea pērā i ngā whakarāpopototanga, te tautoko tuhi, me te tirotiro tuhinga

• Waihangahia ngā ture arotake mō ngā mahi hangarau āwhina-AI

• Whakangunguhia ngā kaimahi ki ngā herenga, kaua ko ngā āhuatanga anake

• Kia mārama te tohu a te tangata

• Tiakina ngā raraunga kaupapa muna

• Aroturukihia mēnā ka penapena wā te AI

• Puritia ngā ara ako mō ngā tamariki nohinohi

• Hangaia he whare pukapuka ā-roto o ngā rerengamahi kua whakaaetia

Ko ngā kamupene e mahi pai ana i tēnei, tera pea ka tere ake, ka pumau ake hoki. Tērā pea ka whakaitihia e rātou te mahi anō, ka whakapai ake i te mahi tahi, ā, ka whakaputa i ngā kōwhiringa pai ake i te tīmatanga.

Ko ngā kamupene e kore e mahi pai ana, tērā pea ka waihangahia he repo o ngā putanga kāore i tirohia, ngā pūrongo tino maia, me ngā miihini kāore e taea te whakamārama i te pūtake mai o te whakaaro hoahoa. Ehara tēnā i te auahatanga. He herenga tēnā me te mau pōtae kanapa 🎩

Me whakapai ake te AI i te kaupapa hangarau, kaua e karohia.

12. Nō reira, ka whakakapia rānei ngā Kaihanga Ā-Iwi e te AI? Te whakautu whai hua ✅

Anei te whakautu tūturu: Ka whakakapia ētahi mahi e te AI, ka whakarerekē i ngā tūranga maha, ka whakaiti i te hiahia mō ētahi rerenga mahi auau. Engari e kore e whakakapia katoatia ngā miihini ā-iwi nā te mea e whakawhirinaki ana te miihini ā-iwi ki te kawenga, te whakatau, te horopaki ā-tinana, te ture, me te mahi tahi a te tangata.

E kore te umanga e ngaro. Ka wehewehe.

I tētahi taha, ko ngā kaihangarau e ātete ana ki ngā taputapu katoa, e piri tonu ana ki ngā tukanga mahi tawhito, ā, ka āta heke haere te whakataetae.

I tētahi taha, ko ngā kaihangarau e mārama ana ki ngā kaupapa matua, e whakamahi ana hoki i te AI hei tere ake i te mahi, hei whakamātautau i ngā kōwhiringa maha atu, hei pai ake te whakawhitiwhiti kōrero, me te hopu wawe i ngā raruraru.

Ka pai te mahi a taua rōpū tuarua.

a te kīanga "Ka whakakapia e te AI ngā Kaihanga Ā-Iwi?" ina tirohia ngā mahi a ngā kaihangarau ā-iwi. Ka taea e te AI te whakaputa, te tatau, te whakarāpopoto, te arotau, me te kite. Engari me whakatau, me manatoko, me whakawhitiwhiti kōrero, me te kawe i ngā kawenga a ngā kaihangarau ā-iwi.

Ko te wāhanga whakamutunga ko te punga. Ko te piriti katoa pea - ehara i te kupu whakarite tino tika, engari he nui te mau.

13. Ngā Whakaaro Whakamutunga: Ehara te AI i te mutunga o te hangarau ā-iwi 🧠🌉

E kore te AI e whakakore i te hiranga o ngā miihini ā-iwi. Ka uaua ake te whakamārama i ngā miihini iti-pūkenga, tāruarua, me te tārua-whakapiri.

Koinei te huringa tūturu.

Ko te kaihangarau ā-iwi o te heke mai ka noho hei kaihoahoa, hei kaitātari, hei kaiwhakahaere, hei kaiwhakahaere mōrearea, hei kaiwhakahaere hangarau anō hoki. Me whai hōhonutanga hangarau, māramatanga mahi, me te māia matihiko kia taea ai e rātou te whakamahi i te AI me te kore e tinihangatia e ia.

Nā, ka whakakapia rānei e te AI ngā Kaihangarau Ā-Iwi? Kāore, kāore i te tino whakakapia. Engari ko ngā kaihangarau ā-iwi e kore e aro ki te AI, ka whakakapia pea e ngā kaihangarau ā-iwi e whakamahi pai ana.

Koinei te pono whakamā, te pono utu nui.

Kāore ngā mīhini e tango ana i te pōtae mārō. Kei te whakarerekē rātou i ngā mea me mōhio te pōtae mārō.

Tauira o te ao tūturu: Te whakamahi i te AI hei arotake i tētahi kete hoahoa waikeri

Horopaki

Whakaarohia tētahi kamupene umanga hangarau ā-iwi iti e whakarite ana i tētahi arotakenga waikeri wāhanga tuatahi mō tētahi rori urunga whare noho e 2 kiromita te roa. He tauira tito noa iho tēnei engari he tauira tūturu, ehara i te tauira rangahau a te kamupene.

Kei te miihini he tahora waikeri, he mahere hopu wai, he whakaaro mō te ua, he rārangi paipa, he rārangi poka wai, me tētahi whakarāpopototanga hoahoa poto mai i te kiritaki. I te nuinga o te wā, ka pau pea i te miihini iti te haurua o te rā ki te tirotiro mēnā he rite tonu te kōrero a te pūrongo, ngā tuhi, me ngā rārangi mahi. Ehara i te mahi whakahirahira. Heoi, he mea nui.

He pai te whakamahi i te AI ki konei nā te mea he mahi auau, he nui hoki ngā tuhinga. Kaua e whakaaetia te hoahoa o te waikeri. Me āwhina i te miihini ki te kimi tere i ngā hapa.

Ngā mea e hiahiatia ana e te kaiawhina

Me whai te kaiawhina AI i ēnei:

• Te pūrongo hoahoa waikeri

• Ngā tuhi tahora waikeri, ngā tuhipoka tuhi kaweake rānei

• Ngā kaupapa here o ngā paipa me ngā poka wai

• Ripanga rohe hopu

• Ngā paearu hoahoa, pērā i te wā whakahoki, te whakaaetanga huringa āhuarangi, te tikanga rerenga wai, me te rohe tukunga wai

• Te tauira tirotiro ā-roto o te kamupene

• He tohutohu mārama me tohu i te koretake, kaua e tito noa i ngā uara ngaro

Tauira tohutohu

Arotakehia te kete hoahoa waikeri kia kitea ai te ōritetanga anake. Whakatauritea te pūrongo hoahoa, te rārangi paipa, te rārangi poka wai, te ripanga hopu wai, me ngā tuhipoka tuhi. Tohua mēnā he rerekētanga o ngā rahi paipa, ngā pikinga, ngā taumata hurihuri, ngā tohutoro poka wai, ngā rohe hopu wai, ngā tere tukunga, ngā paearu ua, te whakaaetanga huringa āhuarangi, me te wā whakahoki hoahoa. Kaua e whakaaetia te hoahoa. Kaua e waihanga uara ngaro. Whakaaturia ngā kitenga hei ripanga tirotiro me: te take, te tuhinga pūtake, te uara taupatupatu, te taumata mōrearea, me ngā mea me manatoko ā-ringa e te miihini.

Me pēhea te whakamātautau

He whakamātautau pai ko te hoatu ki te kaiawhina he kete iti kei roto ngā hapa kua whakatōkia, pēnei i:

• Kotahi te poka wai kua tohua ko MH12 i roto i te tuhi engari ko MH21 i roto i te maramataka

• He paipa 600 mm te roa e whakaaturia ana i te tahora engari he 450 mm te roa i roto i te rārangi mahi paipa

• He pūrongo e kī ana he 40% te tahua mō te huringa āhuarangi, engari e whakamahia ana e te pepa tātaitanga te 30%

• He rohe hopu wai i whakapōtatia hētia mai i te 0.84 heketea ki te 0.48 heketea

• He tuhipoka ngaro mō te mea he here, he kore here rānei te putanga wai

Kātahi ka tirohia e te miihini mēnā kua kitea e te AI ngā take kua whakatōkia, me te mea hoki kua titohia e ia ētahi atu. He mea nui taua wāhanga tuarua. Me āta whakahaere tonu te taputapu e kitea ai e rima ngā take tūturu engari e toru ngā take pakiwaitara.

Hua

He hua tauira: i runga i te wā i whakaritea ai he kete tauira tuhinga e rima me ngā take ōrite kua whakatōkia e 12, e 2 hāora 40 meneti te roa o te arotake ā-ringa. E 55 meneti te roa o te arotake ā-AI, tae atu ki te manatoko tangata.

I tika te tohu a te kaiawhina i te 10 o ngā take 12 i whakatōkia. I kitea e te miihini ngā take e 2 e toe ana i te arotake ā-ringa. I puta mai hoki tētahi whakaoho teka, ā, i hē ai te māramatanga ki tētahi tuhipoka mō te whakamahinga o te waikeri ā muri ake nei.

Ko te tikanga o tēnā, i whakaitihia e te tukanga mahi te wā arotake mā te 66% pea, engari kāore i whakakorea te hiahia mō te tirotiro hangarau. Ko te hua nui ehara i te "i whakaaetia e te AI te hoahoa waikeri." Ko te hua nui ko "i tere ake te tae atu o te miihini ki ngā hapa nui."

He aha te mea ka hē

Ko te mōrearea matua ko te whakaaro ki te tirotiro AI he whakaaetanga hangarau. Ehara i te mea pera.

Tērā pea ka ngaro i te AI tētahi whakaaro hē, ka hē te mārama ki tētahi tuhipoka, ka pōhēhē i ngā tapanga poka wai rite, ka kore rānei e kite he rite tonu te hoahoa engari kāore anō kia ōrite mō te papaanga. Tērā pea ka tino maia te ahua engari he hē, koinei tonu te momo maia e hiahiatia ana e te tangata mō te tūponotanga waipuke.

Ko te noho muna tētahi atu take. Kaua ngā tuhi kaupapa, ngā whakarāpopototanga a te kiritaki, ngā taipitopito mana whenua, me ngā raraunga hanganga e tukuatu noa ki roto i ngā taputapu me te kore whakaaetanga. Me whai pūnaha kua whakaaetia, me whai ture raraunga, me whai ara arotake mārama ngā umanga.

He kai tango-ā-ringa whai hua

Koinei te momo rerenga mahi e whai tikanga ai te AI i roto i te hangarau ā-iwi: he iti te mōrearea, he auau, ka taea te tirotiro, ā, kei te tirotirohia tonutia e te miihini tangata. Ka penapena wā, ka hopu i ngā hapa e kitea ana, ā, ka hoatu he wāhi nui ake ki te miihini ki te whakaaroaro mēnā ka mahi tēnei hoahoa i te papaanga.

Ngā Pātai Auau

Ka whakakapia katoatia rānei ngā Kaihangarau Ā-Iwi e te AI?

Kāo, kāore pea te AI e whakakapi katoa i ngā kaihangarau ā-iwi. Kei roto i te hangarau ā-iwi te haumaru tūmatanui, te kawenga ture, te whakatau i te wāhi, ngā ture, te whakawhitiwhiti kōrero, me te whakatau mahi. Ka taea e te AI te tautoko i ngā tataunga, te tuhi tuhinga, ngā kōwhiringa hoahoa, me te tātari raraunga, engari kāore e taea te kawe i te kawenga ngaio. Ko te panonitanga pono ake ko ngā kaihangarau e whakamahi pai ana i te AI ka nui ake te pai o te hunga e kore e aro ki a ia.

Ko ēhea ngā mahi hangarau ā-iwi ka tino taea te whakahaere aunoa e te AI?

Ko te AI te mea pea ka whakahaere aunoa i ngā mahi auau, e hangai ana ki ngā ture, me ngā mahi maha-tuhinga. Kei roto i ēnei ko te tuhi i ngā tuhipoka paerewa, te whakarite i ngā pūrongo tuatahi, te tango i ngā rahinga, ngā whakarāpopototanga hui, ngā tirotiro hoahoa taketake, ngā arotake whakatakotoranga, me te kimi taupatupatu BIM. Me arotake tonu ēnei mahi e te tangata nā te mea ka taea e ngā hapa iti te hanga i ngā mōrearea kaupapa nui. Mā te whakahaere aunoa ka whakaitihia te mahi pukumahi, engari kāore e whakakorea te hiahia mō te whakatau hangarau.

Ka whakakapia rānei ngā Kaihanga Ā-Iwi i roto i ngā tari hoahoa e te AI?

Ka whakarerekē te AI i ngā mahi hoahoa tari, engari e kore e whakakore i te hiahia mō ngā kaihangarau ā-iwi. I roto i te maha o ngā rerengamahi hoahoa, ka āwhina pea te AI ki te whakaputa i ngā whakarārangi rori, te whakatairite i ngā kōwhiringa hanganga, te tirotiro i ngā whakaaro waikeri, te arotake i ngā pūrongo, te kite rānei i ngā pakanga ratonga. Heoi anō, ko ngā whakataunga whakamutunga kei runga tonu i te utu, te hanganga, te ture, te mōrearea, me ngā hiahia o te kiritaki. Kei te noho tonu te kawenga o ngā kaihangarau ki te whiriwhiri me te manatoko i ngā otinga whai hua.

Ka taea e te AI te whakakapi i ngā miihini ā-ture i ngā papa hangahanga?

He iti ake te tūponotanga o te AI ki te whakakapi i ngā miihini ā-iwi e mahi ana i te papaanga. He mea kore e taea te matapae i ngā papaanga hangahanga, he āhua tūturu, ā, he huri tonu. Ka taea e te AI te āwhina ki te whai i ngā waka rererangi, te kimi hapa, te aroturuki haumaru, ngā whakatūpato wātaka, me ngā pūrongo aunoa. Engari ka whakarite tonu ngā miihini o te papaanga i ngā tāngata, ka whakamārama i ngā tuhi, ka urupare ki ngā ohorere, ka tirotiro i te kounga, ā, ka whakatau whakatau ina kore ngā āhuatanga o te mara e ōrite ki te tauira.

Ko ēhea ngā kaihangarau ā-iwi e tino mōrearea ana i te AI?

Ko ngā miihini ā-iwi e tino mōrearea ana ko te hunga e mahi ana i ngā mahi auau, iti te whakatau pērā i te tuhi taketake, ngā tātaitanga paerewa, ngā pūrongo noa, te whakauru raraunga rānei. Ehara i te mea ko te ngaronga o ngā miihini ā-iwi katoa, engari ko te ngāwari ake o te whakahaere aunoa i ngā mahi māmā. Ko ngā miihini e mārama ana ki te take e mahi ai te hoahoa, e whakawhitiwhiti kōrero mārama ana, e whakatau tika ana, ka tino uaua ake te whakakapi.

Me pēhea e taea ai e ngā ākonga hangarau ā-iwi te whakarite mō te AI?

Me whakapakari ngā ākonga hangarau ā-iwi i ngā kaupapa matua, me te whakamahi anō hoki i ngā taputapu matihiko. He mea nui tonu ngā kaupapa matua pēnei i ngā hanganga, ngā rauemi, te waipēhi, ngā hangarau whenua, te ruri whenua, te kawe waka, me te whakahaere hanga. I taua wā anō, me ako ngā ākonga i te CAD, BIM, GIS, te aunoatanga ripanga tātai, te tātari raraunga, me te tuhinga āwhina-AI. He mea nui anō hoki te wheako papaanga nā te mea ka ako i te wā kāore pea te putanga pūmanawa kua oti te whakapai ake e rite ki ngā āhuatanga o te mara.

He aha te take e raru ai te AI i ngā kaupapa hangarau ā-iwi?

He uaua te hangarau matihiko nā te mea ka puta te hangarau ā-iwi i te ao tūturu, he uaua, he koretake hoki ngā āhuatanga. Kāore pea i oti ngā raraunga oneone, ka āraia pea ngā ara waikeri, ka whai whakaaro pea ngā tuhi, ā, ka huri pea ngā papa hanga i ia rā. Ka pai ake te mahi a te hangarau matihiko me ngā ture mārama me ngā raraunga ma. Ka tāpiri uara ngā miihini ā-iwi mā te pātai i ngā whakaaro, te whakamārama i te koretake, me te whakamahi i te wheako ki ngā here ā-iwi.

Ka whakakapia rānei e te AI ngā Kaihanga Ā-Iwi e mahi ana i ngā tātaitanga?

Ka taea e te AI te āwhina i ngā tataunga, engari kaua e whakaarohia hei whakakapi mō te mārama ki te hangarau. Tērā pea ka āwhina i te tirotiro i ngā ara kawenga, te whakatairite i ngā kōwhiringa, te whakahaere tere rānei i ngā horopaki e whakahokia ana. Heoi anō, me mārama tonu te kaihangarau ki ngā whakaaro, me manatoko i te tikanga, me te whakatau mēnā he tika te putanga. Ka pāngia te haumaru, te utu, me te kawenga ture e te tataunga hē i roto i te hangarau ā-iwi.

Me pēhea te whakamahi haumaru a ngā umanga miihini ā-iwi i te AI?

Me tīmata ngā umanga ki ngā whakamahinga iti iho te mōrearea pērā i ngā whakarāpopototanga, te tautoko tuhi, te tirotiro tuhinga, me te aunoa i te rere o te mahi. Mō ngā mahi hangarau, me mārama ngā ture arotake, te hainatanga a te tangata, te whakangungu kaimahi, te tiaki raraunga, me ngā whakaaro ka taea te whai. Me whakapakari te AI i te kaupapa hangarau, kaua e karohia. Mā te kore e whakamahia pai ka puta he putanga kāore i te tirotirohia, he pūrongo tino maia, me ngā whakataunga kāore e taea e ngā kaihangarau te whakamārama tika.

He aha ngā pūkenga ka whai hua ai ngā kaihangarau ā-iwi i roto i tētahi ao e whakahaerehia ana e te AI?

Ka whakakotahi ngā miihini ā-iwi tino whai hua i ngā kaupapa hangarau me te whakaaro nui, te whakawhitiwhiti kōrero, me te matatau ki te matihiko. Me mārama rātou ki ngā waehere, ki ngā āhuatanga o te papaanga, ki te mōrearea, ki te hanganga, me ngā hiahia o te kiritaki. Me mōhio hoki rātou ki te whakamahi i te AI, CAD, BIM, te aunoatanga, me ngā taputapu raraunga me te whakaute. Ehara te miihini ā muri ake nei i te tangata e whakaputa ana i ngā tātaitanga anake, engari he tangata e manatoko ana i ngā putanga me te whakatau tika.

Ngā Tohutoro

1. Te Rōpū o ngā Kaihanga Ā-Iwi o Amerika - Te Mātauranga Horihori me te Kawenga Hangarau - asce.org

2. Te Tari Tatauranga Mahi o Amerika - Ngā Kaihanga Ā-Iwi - bls.gov

3. Te Whakahaere Reipa o te Ao - Me pēhea te pānga o te AI whakaputa ki ngā mahi rerekē - ilo.org

4. NIST - NIST.AI.600-1.pdf - nist.gov

5. NCEES - Raihana - ncees.org

6. Te Whare Wānanga o Autodesk - Te Whakamahi i te Hoahoa Whakaputa i roto i ngā Taupānga Hanga - autodesk.com

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