Ingabe i-AI izothatha indawo yonjiniyela bezokwakha? [Ividiyo kanye nombuzo]

Impendulo emfushane: I-AI ngeke ithathe indawo yonjiniyela bezentuthuko ngokugcwele, kodwa izokwenza ngokuzenzakalelayo ukubhala kabusha okuphindaphindiwe, ukuhlola, ukubika, ukwenza amamodeli kanye nomsebenzi wokulinganisa. Onjiniyela abagcina izisekelo eziqinile, ukwahlulela indawo kanye nokuziphendulela kobungcweti ngenkathi befunda amathuluzi e-AI banamathuba amaningi okuqiniswa kunokuba basuswe.

Izinto ezibalulekile okufanele uzicabangele:

Ukuziphendulela: Gcina ukusayinwa komuntu onelayisensi kucacile kuzo zonke izinqumo zobunjiniyela ezisizwa yi-AI.

Isahlulelo: Phatha imiphumela ye-AI njengeziphakamiso, bese uqinisekisa izibikezelo ngokumelene neqiniso lesayithi.

Ukuqeqeshwa: Vikela ukufunda kwabantwana abancane ngokufaka esikhundleni somsebenzi omatasa ngaphandle kokususa umkhuba oqondisiwe.

Ukucaca: Qopha izixwayiso, imithombo yedatha kanye nokuhlolwa ukuze izinqumo zihlale zihlolwa.

Ukulawulwa kwengozi: Sebenzisa i-AI kuqala emisebenzini enobungozi obuphansi ngaphambi kokuvunyelwa okubalulekile kobuchwepheshe.

Izihloko ongase uthande ukuzifunda ngemva kwalesi:

1. Yini eyenza impendulo enhle ku-“Ingabe i-AI izothatha indawo yonjiniyela bezokwakha?” 🧱

Impendulo enhle idinga ukugwema ukweqisa okubili kobuvila.

Esinye isici esibi sithi i-AI izothatha indawo yawo wonke umuntu. Lokho kwenza isihloko esimnandi, impela, kodwa akunaki ukuthi umthwalo wemfanelo, umthwalo wemfanelo, kanye nobunzima bomhlaba obonakalayo bukhona kangakanani emsebenzini wobunjiniyela.

Okunye okweqile kuthi i-AI imane nje iyisibali esimangalisayo. Lokho kuyaduduza kodwa futhi kuyinto engenalwazi. I-AI isivele iba ngaphezu kwesibali. Ingabhala imibiko, ibukeze amamodeli, ihlukanise izingxabano zomklamo, ithuthukise ukusetshenziswa kwezinto, futhi isize ngezifundo zokusebenziseka. Kweminye imisebenzi, kufana nokuba nomsizi omncane ongalali nhlobo, yize lowo msizi ngezinye izikhathi angasho into engalungile ngokuzethemba okwesabekayo futhi akwenze uzibuze iqiniso.

Impendulo ewusizo kufanele icatshangelwe:

• Lokho onjiniyela bezakhiwo abakwenzayo nsuku zonke

• Yimiphi imisebenzi ephindaphindwayo ngokwanele ukuze kwenziwe ngokuzenzakalela kwe-AI

• Yimiphi imisebenzi edinga ukwahlulela komuntu okunelayisensi

• Indlela isofthiwe yokuklama, i-BIM, amawele edijithali, kanye nomklamo wokukhiqiza okushintsha ngayo ukuhamba komsebenzi

• Lokho amakhasimende, ohulumeni, kanye namaqembu okwakha azokwethemba ngempela

• Indlela onjiniyela abangahlala ngayo beyigugu esikhundleni sokuba “matasa” nje

Ngakho yebo, Ingabe i-AI izothatha indawo yonjiniyela bezokwakha? umbuzo ofanele. Kodwa impendulo incike ohlotsheni lomsebenzi okuxoxwa ngawo.

2. Ithebula Lokuqhathanisa: I-AI vs Onjiniyela Bomphakathi emsebenzini wobunjiniyela basensimini 📊

3. Umsebenzi we-AI cishe uzothatha izintambo kuqala ⚙️

I-AI cishe izothatha indawo yemisebenzi, hhayi yonke imisebenzi yobunjiniyela bezakhiwo. Lokho kuhlukanisa kubalulekile.

Izinto zokuqala okufanele zincishiswe imisebenzi ephindaphindwayo, esekelwe emithethweni, imibhalo - imisebenzi enzima. Cabanga ngemisebenzi efana nalokhu:

• Ukubhala amanothi ajwayelekile

• Ukudala imibiko yokudlula kokuqala

• Ukusebenzisa izikhumbuzi zokuhlola ikhodi eziyisisekelo

• Ukuqhathanisa izinketho zokuklama

• Ukukhiqiza izilinganiso zobuningi

• Ukufingqa amaminithi omhlangano

• Ukumaka ukungqubuzana kumamodeli e-BIM

• Ukwakha izinketho zokuhlelwa kwesigaba sokuqala

• Ukubukeza imininingwane yokungahambisani

Lona akuwona umsebenzi omuhle, kodwa uthatha isikhathi. Isikhathi esiningi. Futhi onjiniyela abaningi, ikakhulukazi abasebasha, bachitha ingxenye enkulu yosuku lwabo benza lezi zinto.

I-AI ingasiza ekunciphiseni lowo mthwalo. Endaweni yokusebenza enempilo, lokho kusho ukuthi onjiniyela bathola isikhathi esengeziwe sokucabanga ngokuklama, ukuxhumanisa, ukweluleka, kanye nokuqonda indawo. Endaweni yokusebenza enempilo encane - uma sikhuluma iqiniso - kungasho imisebenzi embalwa yokuqala kanye nengcindezi eyengeziwe konjiniyela abancane ukuba bakhiqize ngokushesha.

Leyo ingenye yezinkinga ezinkulu ezifihliwe kule ngxoxo yonke. Uma i-AI idla imisebenzi "eyisisekelo", onjiniyela abasha bezokwakha bafunda kanjani? Akekho oba unjiniyela webhuloho ozethembayo ngokubuka isofthiwe ikhiqiza imiphumela efana ne-toaster yomlingo.

Izinkampani kuzodingeka zicabange kabusha ngokuqeqeshwa. Ngaphandle kwalokho, zingase zonge amahora manje futhi zidale igebe lamathalente kamuva. Ubuhlakani besikhathi esifushane obujwayelekile, ikhanda lesikhathi eside.

4. Kungani i-AI ilwa nomhlaba ongokoqobo 🌍

Ubunjiniyela bokwakha busebenza ngenkani.

Imifantu yekhonkrithi. Inhlabathi ayiziphathi kahle. Amanzi athola indlela ebuthakathaka kakhulu. Insimbi iyakhula. Imigwaqo iyahlala. Abakhi bayazenzela izinto ezintsha. Imidwebo iqukethe izibikezelo. Idatha yocwaningo ingase ibe isidala. Futhi ngezinye izikhathi isimo sensimu sibheka imodeli yomklamo bese sithi, “Umbono omuhle.”

I-AI isebenza kahle kakhulu uma imithetho icacile futhi idatha ihlanzekile. Ubunjiniyela bezokwakha buvame ukungabi nayo.

Isibonelo, imodeli yokudonsa amanzi ingase ibukeke iphelele, kodwa imfucumfucu yendawo, ama-culvert avinjiwe, imikhuba yokulungisa, kanye namaphethini emvula enkulu kungashintsha konke. Udonga olugcina amanzi lungadlula ekubalweni, kodwa uma uphenyo lwenhlabathi luphuthelwe ungqimba olubuthakathaka, ingozi yangempela ayibanjwa kahle ebhokisini elisheshayo.

Yilapho onjiniyela bezakhiwo bethola khona imali yabo.

Bachaza ukungaqiniseki. Babuza imibuzo ecasulayo kodwa edingekayo. Baphonsela inselelo izinkolelo-mbono. Bavakashela amasayithi futhi baqaphele ukuthi kukhona okuzwakala sengathi akukuhle. Leyo ngxenye "ezizwa sengathi ayikuhle" ayiyona imfihlakalo. Kuwukuqashelwa kwephethini okwakhiwe ngokuhlangenwe nakho, amaphutha, ukuqeqeshwa, kanye nokuthotshiswa yiphrojekthi ebukeka ilula ephepheni.

I-AI ingasekela leso sahlulelo. Ayikwazi ukuba yiyo ngokugcwele.

5. Ingabe i-AI izothatha indawo yoNjiniyela Bezokwakha emahhovisi okuklama? 🏢

Emahhovisi okuklama, i-AI izoshintsha umsebenzi ngokusobala kakhulu kunasezindaweni zokwakha.

Onjiniyela bezokwakha abasebenza ekwelulekeni, ekuhleleni, ezokuthutha, emanzini, ezakhiweni, ubunjiniyela be-geotechnical, noma ekuklanyweni kwengqalasizinda cishe bazobona i-AI ifakwa kwisofthiwe evamile. Ingase ingabonakali njenge-chatbot. Ingase ivele ngaphakathi kwamapulatifomu e-CAD, amathuluzi e-BIM, amadeshibhodi okuphatha amaphrojekthi, isofthiwe yokulingisa, kanye nezinhlelo zemibhalo.

Lokho kusho ukuthi umsebenzi wokuklama wesikhathi esizayo ungafaka:

• Ukucela i-AI ukuthi ikhiqize izinketho eziningana zokuqondanisa umgwaqo

• Ukusebenzisa i-AI ukuqhathanisa ikhabhoni efakiwe phakathi kwezinhlelo zesakhiwo

• Ukuhlola ngokuzenzakalelayo izindawo zokudonsa amanzi

• Ukuvumela i-AI ukuthi ithole ukungqubuzana phakathi kwezinsizakusebenza kanye nezikhungo

• Ukubukeza imibiko ukuze kutholakale ukuthi kukhona yini okucatshangwayo okungekho

• Ukudala izitatimende zendlela yokubhala yokuqala

• Ukuhlola ukuzwela kuzo zonke izimo zomklamo kwenziwa

Lokho kuzwakala kunamandla ngoba kunjalo.

Kodwa umthwalo wemfanelo wokugcina usadinga unjiniyela ochwepheshe. Ukuklama akukhona nje ukukhetha impendulo elungiselelwe kahle kakhulu. Ngezinye izikhathi inketho "engcono kakhulu" yobuchwepheshe ibiza kakhulu, kunzima kakhulu ukuyakha, iyaphazamisa kakhulu, noma ayinakwenzeka kwezepolitiki. Ngezinye izikhathi ikhambi elamukelekayo akulona eliphelele ngokwezibalo. Kuyacasula, kodwa kuyiqiniso.

I-AI inganikeza izinketho. Onjiniyela banquma ukuthi yini enengqondo.

6. Ingabe i-AI izothatha indawo yonjiniyela bezokwakha ezindaweni zokwakha? 🚧

Ukushintsha indawo akunamathuba amaningi.

Izindawo zokwakha ziyizindawo eziguquguqukayo. Izimo ziyashintsha nsuku zonke. Abantu bayaxhumana, baphikisana, baxazulule, balibazise, ​​bavumelane nezimo, futhi ngezinye izikhathi bathola ukuthi okuthile okufakiwe ngesonto eledlule manje kuvimbela okuthile okuhleliwe kusasa. Kungumshini ophilayo onezicathulo nothuli.

I-AI ingasiza ngokusebenzisa:

• Ukulandelela inqubekela phambili okusekelwe ku-drone

• Ukuqapha ukuphepha

• Imibiko yesayithi ezenzakalelayo

• Ukubikezela ukulethwa kwezinto ezibonakalayo

• Ukuhlaziywa kokusetshenziswa kwemishini

• Ukutholwa okuphelele kwephutha ezithombeni

• Izexwayiso zengozi yeshejuli

• Izibuyekezo zamawele edijithali

Lawa ngamathuluzi awusizo. Amanye ahlaba umxhwele ngempela. Kodwa unjiniyela wesayithi wenza okungaphezu kokuqoqa ulwazi. Bahlanganisa osonkontileka abangaphansi, bahumushe imidwebo, baphendule ezimangalisweni, bahlole ikhwalithi, badlulise izinguquko, futhi baqhubekisele phambili umsebenzi ngaphandle kokuvumela ukuphepha kungene endaweni "ecishe ibe yinhle".

I-AI ingase ithi ukuthululwa kwempahla kuyephuza ngoba idatha yokulethwa iphakamisa ingozi. Unjiniyela wendawo uyazi umhlinzeki, abasebenzi, isimo sezulu, indlela yokufinyelela, nokuthi ngabe induna izwakala izolile yini ocingweni. Lokho kubalulekile.

Ngakho cha, i-AI ayithathi indawo yonjiniyela bezakhiwo abasebenza ngobuningi. Kungenzeka kakhulu ukuthi ibanike ukubonakala okubukhali kanye namaphepha ambalwa, uma kubhekwa ukuthi ubuchwepheshe busetshenziswa ngokuhlakanipha futhi abugcini nje ngokulahlwa kubo njengomthwalo ofana nedeshibhodi.

7. Onjiniyela bezakhiwo abasengozini enkulu 😬

Akubona bonke onjiniyela bezakhiwo ababhekene nezinga elifanayo lengozi.

Onjiniyela abasengozini enkulu yokuphazamiseka kwe-AI yilabo umsebenzi wabo ophindaphindwayo kakhulu, ongahluleli kahle, futhi odinga amadokhumenti amaningi. Lokho kungafaka phakathi izindima ezigxile cishe ngokuphelele ekubhaleni, ekubaleni okuyisisekelo, imibiko ejwayelekile, noma ekufakweni kwedatha ngaphandle kokwenza izinqumo eziningi zobuchwepheshe.

Lokhu akusho ukuthi labo bantu balahlekile. Kusho ukuthi kudingeka bakhuphukele phezulu ochungechungeni lwenani.

Unjiniyela ophephile akayena ngempela isazi sezibalo esinamandla kakhulu ekamelweni. Ngokuvamile ngumuntu ongahlanganisa ikhono lobuchwepheshe nokuxhumana, umongo, kanye nokwenza izinqumo.

Amakhono anenani eliphezulu afaka:

• Ukwahlulela kokuklama

• Okuhlangenwe nakho kwesayithi

• Ukuqonda amakhodi nenhloso yawo, hhayi nje amagama

• Ukuchaza ingozi ngokucacile

• Ukuxhumanisa nabakhi bezakhiwo, osonkontileka, abahleli, kanye namakhasimende

• Ukwazi ukuthi umkhiqizo wesofthiwe uyasolisa nini

• Ukwenza ukuhwebelana okusebenzayo

• Ukuphatha ukungaqiniseki ngaphandle kokwesaba, ikakhulukazi

Unjiniyela wezokwakha olandela amathempulethi kuphela angase abe nenkinga. Unjiniyela wezokwakha oqondayo ukuthi kungani le thempulethi ikhona kuzoba nzima kakhulu ukuyishintsha.

Lowo mehluko mkhulu kakhulu.

8. Onjiniyela bezakhiwo abazozuza kakhulu ku-AI 🚀

Abaphumelele kakhulu bazoba onjiniyela abaphatha i-AI njengethuluzi lamandla, hhayi usongo noma ithoyizi.

Unjiniyela omuhle one-AI angahamba ngokushesha. Unjiniyela obuthakathaka one-AI angadala amaphutha ngokushesha. Leyo yingxenye engakhululekile.

Onjiniyela bezakhiwo abazuza kakhulu bazokwazi ukuthi bangakwenza kanjani lokhu:

• Bhala izikhuthazo ezicacile zokuhlaziywa kobuchwepheshe

• Hlola imiphumela ye-AI ngokuqhathanisa nezimiso zobunjiniyela

• Sebenzisa ukuzenzekela ngaphakathi kwe-CAD, i-BIM, kanye nesofthiwe yokuhlaziya

• Yakha imisebenzi ephindaphindwayo

• Khuluma ngokuzibophezela ngemiphumela etholwe ngosizo lwe-AI

• Qonda ikhwalithi yedatha

• Thola izimangalo ezingabonakali noma ezingasekelwa

• Gcina ukuzibophezela kobungcweti kuqala futhi kugxile

Unjiniyela wesikhathi esizayo ongcono kakhulu angase abukeke njengomuntu owenza izibalo zonke ngesandla kodwa njengomuntu oqondisa inethiwekhi yamathuluzi, ahlole imiphumela, futhi enze izinqumo ezinengqondo.

Lokho akunciphisi ubunjiniyela. Kuhlukile ubunjiniyela.

Kunobuhlungu bokuzikhukhumeza lapha, impela. Onjiniyela bavame ukuziqhenya ngokwenza izinto ngesandla ngoba kufakazela ikhono. Kodwa ukusebenzisa amathuluzi angcono bekulokhu kuyingxenye yobunjiniyela. Akekho othi isiteshi esiphelele senza abahloli babe ngamanga. Akekho othi isofthiwe ye-finite element yabhubhisa ubunjiniyela bezakhiwo. Mhlawumbe othile wakwenza ekuqaleni; kuhlala kukhona umuntu oyedwa ekhoneni okhononda ngekhofi.

I-AI ingenye isinyathelo kulokho kuthuthuka kwamathuluzi isikhathi eside.

9. I-AI kanye nokuziphatha kobunjiniyela - abantu badlula ngokushesha okukhulu ⚖️

Ubunjiniyela bezakhiwo buhlobene ngqo nokuphepha komphakathi. Amabhuloho, izakhiwo, imigwaqo, imigudu, amadamu, amanethiwekhi amanzi, kanye nokuvikela izikhukhula kuthinta izimpilo.

Lokho kwenza ukwamukelwa kwe-AI kube yinto engathi sína kunokusebenzisa i-AI ukubhala incazelo yomkhiqizo noma ukufingqa umhlangano. Amaphutha angabiza kakhulu, abe yingozi, futhi abe yinkimbinkimbi ngokomthetho.

Izinto ezibalulekile eziphathelene nokuziphatha zihlanganisa:

• Ubani onesibopho uma umklamo osizwa yi-AI wehluleka?

• Ingabe i-AI iqeqeshwe ngedatha yobunjiniyela ethembekile?

• Ingabe inqubo yokuklama ingahlolwa?

• Ingabe unjiniyela wayekuqonda lokho okuphumayo noma wayekwamukela nje?

• Ingabe imibono efihliwe yalethwa yisofthiwe?

• Ingabe ukukhetha okuzenzakalelayo kungenza amaqembu athembe imiphumela engalungile?

• Ingabe onjiniyela abancane balahlekelwa amathuba okufunda?

Inkulumo ethi “i-AI ithe kulungile” ngeke isetshenziswe njengesizathu sobungcweti. Futhi akufanele isetshenziswe.

Onjiniyela bezokwakha kumele bakwazi ukuchaza izinqumo zabo. Badinga ukulandelelwa, izinqubo zokubuyekeza, kanye nokuhlolwa okufanele. I-AI ingaba yingxenye yomsebenzi, kodwa ayikwazi ukuba yibhokisi elimnyama wonke umuntu alikhothamelayo ngoba isikhombikubona sibukeka sihlakaniphile.

Imboni ephephile idinga onjiniyela abanokungabaza ngendlela ekhiqizayo. Hhayi ukulwa nobuchwepheshe. Vuka nje.

10. Indlela abafundi kanye nonjiniyela abasha bezakhiwo okufanele balungiselele ngayo 🎓

Kubafundi, ingabe i-AI izothatha indawo yoNjiniyela Bezokwakha? kungaba ngumbuzo owesabekayo. Akekho ofuna ukufunda umsebenzi onzima bese ezwa ukuthi isofthiwe iyeza.

Kodwa abafundi bobunjiniyela bezakhiwo akufanele besabe. Kufanele bavumelane nezimo.

Indlela enamandla kakhulu ukwakha izisekelo kanye nokukhuluma kahle kwedijithali. Ungayeki izisekelo ngoba i-AI ikhona. Lokho kufana nokufunda ukushayela ngokufunda izibani zedeshibhodi kuphela. Udinga omakhenikha, izinto zokwakha, izakhiwo, ama-hydraulic, ubuchwepheshe be-geotechnics, ukuhlola, izimiso zokuthutha, ukuphathwa kokwakhiwa, kanye nokuqonda imvelo.

Ngesikhathi esifanayo, funda amathuluzi akhulisa ukufinyelela kwakho:

• Imisebenzi ye-CAD ne-BIM

• Ukuzenzakalela kwespredishithi

• Ukubhala ikhodi noma ukubhala umbhalo okuyisisekelo

• Ukuhlaziywa kwedatha

• I-GIS

• Amawele edijithali

• Umklamo we-parametric

• Imibhalo esizwa yi-AI

• Ukuhlolwa kwemodeli

Futhi, thola ulwazi ngesayithi kusenesikhathi. Ulwazi lwesayithi lukunikeza isihlungi sangempela. Kukusiza ukuthi wazi ukuthi umkhiqizo womklamo ubukeka uhlanzekile kodwa unuka kabi, ngokomsebenzi.

Onjiniyela abasebasha kufanele bahlose ukuba ngumuntu ongathi, “Imodeli iphakamisa lokhu, kodwa nakhu okudingeka sikuqinisekise.” Leso sigwebo sinamandla kancane.

11. Indlela izinkampani okufanele zisebenzise ngayo i-AI ngaphandle kokwenza umonakalo 🏗️

Izinkampani zobunjiniyela bezokwakha akufanele zamukele i-AI ngoba nje izimbangi zikhuluma ngayo emibhalweni yamasu acwebezelayo. Yileyo ndlela izinhlangano ezigcina ngayo zinamathuluzi abizayo okungekho muntu othembela kuwo.

Ukwamukelwa okungcono kubonakala kanje:

• Qala ngemisebenzi engenabungozi obuphansi njengezifinyezo, ukusekela ukubhala phansi, kanye nokuhlola amadokhumenti

• Dala imithetho yokubuyekeza yomsebenzi wobuchwepheshe osizwa yi-AI

• Qeqesha abasebenzi ngemikhawulo, hhayi izici kuphela

• Gcina ukusayina komuntu kucacile

• Vikela idatha yephrojekthi eyimfihlo

• Landelela ukuthi i-AI iyasindisa isikhathi yini

• Londoloza izindlela zokufunda ezincane

• Yakha imitapo yolwazi yangaphakathi yemisebenzi evunyiwe

Izinkampani ezenza lokhu kahle cishe zizoshesha futhi zihambisane kakhudlwana. Zinganciphisa ukusebenza kabusha, zithuthukise ukubambisana, futhi zikhiqize izinketho ezingcono zesigaba sokuqala.

Izinkampani ezikwenza kabi zingase zidale inqwaba yemiphumela engalawulwa, imibiko eqiniseka ngokweqile, kanye nonjiniyela abangakwazi ukuchaza ukuthi umbono wokuklama uvelaphi. Lokho akusikho ukusungula izinto ezintsha. Lokho kuwumthwalo wemfanelo ogqoke isigqoko esicwebezelayo 🎩

I-AI kufanele ithuthukise isiyalo sobunjiniyela, hhayi ukuyigwema.

12. Ngakho-ke, ingabe i-AI izothatha indawo yonjiniyela bezokwakha? Impendulo ewusizo ✅

Nansi impendulo eyisisekelo: I-AI izothatha indawo yeminye imisebenzi, ishintshe izindima eziningi, futhi inciphise isidingo semisebenzi ethile ephindaphindwayo. Kodwa ngeke ithathe indawo ngokugcwele yonjiniyela bezokwakha ngoba ubunjiniyela bezokwakha buxhomeke ekuziphenduleleni, ekwahluleleni, esimweni somzimba, emithethweni, kanye nasekusebenzisaneni kwabantu.

Lo msebenzi ngeke unyamalale. Uzohlukana.

Ngakolunye uhlangothi kuzoba onjiniyela abamelana nayo yonke ithuluzi, babambelele emisebenzini emidala, futhi kancane kancane banciphe ukuncintisana.

Ngakolunye uhlangothi kuzoba nonjiniyela abaqonda izisekelo ngokujulile futhi abasebenzisa i-AI ukuze basebenze ngokushesha, bahlole izinketho eziningi, baxhumane kangcono, futhi babambe izinkinga kusenesikhathi.

Lelo qembu lesibili lizokwenza kahle.

Isisho esithi Ingabe i-AI izothatha indawo yonjiniyela bezomphakathi? cishe siyaziphendula uma ubheka lokho okwenziwa onjiniyela bezomphakathi. I-AI ingakhiqiza, ibale, ifinyeze, ilungise, futhi ithole. Kodwa onjiniyela bezomphakathi kumele banqume, baqinisekise, baxhumane, futhi bathathe umthwalo wemfanelo.

Leyo ngxenye yokugcina iyisivikelo. Mhlawumbe lonke ibhuloho, empeleni - akuyona isifaniso esiphelele, kodwa siphethe ngokwanele.

13. Imicabango Yokugcina: I-AI ayisona isiphetho sobunjiniyela bezakhiwo 🧠🌉

I-AI ngeke yenze onjiniyela bezakhiwo bangabi yilutho. Izokwenza kube nzima ukusekela ubunjiniyela obungenamakhono aphansi, obuphindaphindwayo, obukopishayo nokunamathisela.

Yilokho ushintsho lwangempela.

Unjiniyela wezokwakha wesikhathi esizayo uzoba ngumklami wengxenye, umhlaziyi wengxenye, umxhumanisi wengxenye, umphathi wezingozi zengxenye, kanye nomphathi wezobuchwepheshe bengxenye. Bazodinga ukujula kobuchwepheshe, umqondo osebenzayo, kanye nokuzethemba okwanele kwedijithali ukusebenzisa i-AI ngaphandle kokukhohliswa yiyo.

Ngakho-ke, Ingabe i-AI izothatha indawo yoNjiniyela Bezokwakha? Cha, hhayi ngokuphelele. Kodwa onjiniyela bezokwakha abangayinaki i-AI bangase bathathelwe indawo onjiniyela bezokwakha abayisebenzisa kahle.

Lelo iqiniso elingakhululekile nelibalulekile.

Imishini ayithathi isigqoko esiqinile. Ishintsha lokho okumele kwaziwe isigqoko esiqinile.

Isibonelo sangempela: Ukusebenzisa i-AI ukubuyekeza iphakethe lomklamo wokukhipha amanzi

Isimo

Cabanga ngenkampani encane yokubonisana ngobunjiniyela bezakhiwo ilungiselela ukubuyekezwa kokukhishwa kwamanzi okusesigabeni sokuqala komgwaqo wokufinyelela izindlu ongamakhilomitha amabili. Lesi yisibonelo esiqanjiwe kodwa esingokoqobo, hhayi isifundo senkampani.

Unjiniyela unesakhiwo sokukhipha amanzi, uhlelo lokugeleza kwamanzi, izibikezelo zemvula, isimiso samapayipi, isimiso sokufaka amanzi emgodini, kanye nencwajana emfushane yokuklama evela kumthengi. Ngokuvamile, unjiniyela omncane angase achithe ingxenye yosuku ehlola ukuthi umbiko, imidwebo, kanye nesimiso konke kusho into efanayo. Akuwona umsebenzi omuhle. Nokho, kuyadingeka.

I-AI ifanelana kahle lapha ngoba umsebenzi uphindaphindwa futhi unzima kakhulu. Akufanele ivume ukwakheka kokukhipha amanzi. Kufanele isize unjiniyela ukuthola ukungahambisani ngokushesha.

Lokho okudingwa umsizi

Umsizi we-AI uzodinga:

• Umbiko womklamo wokukhipha amanzi

• Imidwebo yokuhlelwa kwamanzi noma amanothi okudweba athunyelwe kwamanye amazwe

• Amashejuli epayipi kanye nemigodi yokudonsa amanzi

• Ithebula lendawo yokuqoqa amanzi

• Izindlela zokuklama, njengesikhathi sokubuya, imvume yokushintsha kwesimo sezulu, indlela yokugeleza kwamanzi, kanye nomkhawulo wokukhipha amanzi

• Ithempulethi yokuhlola kwangaphakathi kwenkampani

• Imiyalelo ecacile yokuthi kumele iveze ukungaqiniseki kunokuba isungule amanani angekho

Isibonelo semiyalelo

Buyekeza iphakethe lomklamo wokukhipha amanzi ukuze uthole ukuvumelana kuphela. Qhathanisa umbiko womklamo, ishejuli yamapayipi, ishejuli yokudonsa amanzi, ithebula lokudonsa amanzi, kanye namanothi okudweba. Maka noma yikuphi ukungafani ngobukhulu bamapayipi, ama-gradients, amazinga okuguqula amanzi, izinkomba zokudonsa amanzi, izindawo zokudonsa amanzi, amazinga okukhipha amanzi, izindlela zemvula, imvume yokushintsha kwesimo sezulu, kanye nesikhathi sokubuyiselwa komklamo. Ungawuvumeli umklamo. Ungadali amanani angekho. Yethula okutholakele njengethebula lokuhlola elino: inkinga, idokhumenti yomthombo, inani eliphikisanayo, izinga lobungozi, kanye nalokho unjiniyela okufanele akuqinisekise ngesandla.

Indlela yokuyihlola

Isivivinyo esihle ukunikeza umsizi iphakethe elincane elinamaphutha aziwayo atshaliwe, njenge:

• Umgodi owodwa obhalwe ukuthi i-MH12 emdwebweni kodwa i-MH21 ibekwe ohlelweni

• Ipayipi elingu-600 mm eliboniswe kusakhiwo kodwa elingu-450 mm kushejuli yepayipi

• Umbiko othi isabelo sokushintsha kwesimo sezulu esingu-40% kuyilapho ishidi lokubala lisebenzisa u-30%

• Indawo eqoqwe ngendlela engafanele isuka ku-0.84 ha kuya ku-0.48 ha

• Inothi elingekho lokuthi ukuphuma kukhawulelwe noma akukhawulelwe

Unjiniyela ube esehlola ukuthi i-AI iyazithola yini izinkinga ezitshaliwe nokuthi isungula ezinye ezengeziwe. Leyo ngxenye yesibili ibalulekile. Ithuluzi elithola izinkinga ezinhlanu zangempela kodwa lidala ezintathu ezicatshangwayo lisadinga ukuphathwa ngokucophelela.

Umphumela

Umphumela obonisayo: ngokusekelwe ekubekeni isikhathi kwephakethe lesampula elinamadokhumenti amahlanu elinezinkinga ezingu-12 zokungaguquguquki ezitshaliwe, ukubuyekezwa ngesandla kuthathe amahora ama-2 nemizuzu engama-40. Ukubuyekezwa okusizwa yi-AI kuthathe imizuzu engama-55, kufaka phakathi ukuqinisekiswa ngabantu.

Umsizi ubhale kahle izinkinga eziyi-10 kweziyi-12 ezitshaliwe. Unjiniyela uthole ezimbili ezisele ngesikhathi sokubuyekezwa ngesandla. Uphinde waveza i-alamu engamanga eyodwa, lapho engayiqondi kahle khona inothi mayelana nokusetshenziswa kwamanzi esikhathini esizayo.

Lokho kusho ukuthi ukuhamba komsebenzi kunciphise isikhathi sokubuyekeza cishe ngo-66%, kodwa akuzange kususe isidingo sokuhlolwa kobunjiniyela. Umphumela obalulekile wawungasho ukuthi “i-AI ivumile umklamo wokukhipha amanzi.” Umphumela obalulekile wawuwukuthi “unjiniyela ufinyelele ekungahambelani okubalulekile ngokushesha.”

Yini engase ihambe kabi

Ingozi enkulu ukuphatha ukuhlolwa kwe-AI njengokuvunyelwa kobuchwepheshe. Akunjalo.

I-AI ingase iphuthelwe umbono omubi, ingaqondi kahle inothi lokudweba, idide amalebula afanayo emigodini yokudonsa amanzi, noma ihluleke ukuqaphela ukuthi umklamo uyafana ngokobuchwepheshe kodwa awufanelekeli indawo. Ingase futhi izwakale iqiniseka kakhulu ngenkathi ingalungile, okuyilona kanye uhlobo lokuqiniseka okungekho muntu oludingayo eduze kwengozi yezikhukhula.

Ubumfihlo buyinkinga enye. Imidwebo yephrojekthi, izincwajana zamakhasimende, imininingwane yobunikazi bomhlaba, kanye nedatha yengqalasizinda akufanele kufakwe kumathuluzi angahleliwe ngaphandle kwemvume. Izinkampani zidinga izinhlelo ezivunyiwe, imithetho yedatha, kanye nemizila ecacile yokuhlola.

Ukudla okuwusizo

Lolu uhlobo lomsebenzi lapho i-AI inengqondo khona kubunjiniyela bezokwakha: inengozi ephansi, iyaphindaphindwa, iyahlolwa, futhi isaqondiswa unjiniyela ongumuntu. Igcina isikhathi, ibamba ukungahambisani okusobala, futhi inika unjiniyela isikhala esengeziwe sokucabanga ngokuthi lo mklamo uzosebenza yini endaweni.

Imibuzo Evame Ukubuzwa

Ingabe i-AI izothatha indawo yonjiniyela bezokwakha ngokuphelele?

Cha, i-AI cishe ayinakuthatha indawo yonjiniyela bezentuthuko ngokuphelele. Ubunjiniyela bezentuthuko buhilela ukuphepha komphakathi, umthwalo wemfanelo osemthethweni, ukwahlulela indawo, imithethonqubo, ukuxhumana, kanye nokwenza izinqumo ezingokoqobo. I-AI ingasekela ukubala, imibhalo, izinketho zokuklama, kanye nokuhlaziywa kwedatha, kodwa ayikwazi ukuthwala umthwalo wemfanelo wobungcweti. Ushintsho olungokoqobo ukuthi onjiniyela abasebenzisa i-AI kahle bangase baphumelele kakhulu kunalabo abayishaya indiva.

Yimiphi imisebenzi yobunjiniyela bezokwakha okungenzeka kakhulu ukuthi yenziwe ngokuzenzakalelayo yi-AI?

I-AI cishe izozenzekela imisebenzi ephindaphindwayo, esekelwe emithethweni, kanye nemibhalo enzima. Lokhu kufaka phakathi ukubhala amanothi ajwayelekile, ukulungiselela imibiko yokuqala, ukuthatha inani, izifinyezo zemihlangano, ukuhlolwa okuyisisekelo kokuklama, ukubuyekezwa kwemininingwane, kanye nokutholwa kokungqubuzana kwe-BIM. Le misebenzi isadinga ukubuyekezwa ngabantu ngoba amaphutha amancane angadala izingozi ezinkulu zephrojekthi. Ukuzenzakalela kunganciphisa umsebenzi omatasa, kodwa akususi isidingo sokwahlulela kobunjiniyela.

Ingabe i-AI izothatha indawo yoNjiniyela Bezokwakha emahhovisi okuklama?

I-AI izoshintsha umsebenzi wehhovisi lokuklama, kodwa ngeke isuse isidingo sonjiniyela bezokwakha. Emisebenzini eminingi yokuklama, i-AI ingasiza ekwakheni ukuhlelwa kwemigwaqo, ukuqhathanisa izinketho zesakhiwo, ukuhlola izibikezelo zokudonsa amanzi, ukubuyekeza imibiko, noma ukuthola izingxabano zezinsiza. Kodwa-ke, izinqumo zokugcina zisaxhomeke ezindleleni, ekwakhiweni, emithethweni, engozini, kanye nezidingo zamakhasimende. Onjiniyela bahlala benomthwalo wemfanelo wokukhetha nokuqinisekisa izixazululo ezisebenzayo.

Ingabe i-AI ingathatha indawo yonjiniyela bezakhiwo ezindaweni zokwakha?

I-AI cishe ayinawo amathuba amaningi okuthatha indawo yonjiniyela bezakhiwo abasebenza endaweni. Izindawo zokwakha azibikezeleki, zingokoqobo, futhi ziyashintsha njalo. I-AI ingasiza ngokulandelela ama-drone, ukutholwa kwamaphutha, ukuqapha ukuphepha, izaziso zeshejuli, kanye nemibiko ezenzakalelayo. Kodwa onjiniyela bezindawo basahlela abantu, bahumushe imidwebo, baphendule ezimangalisweni, bahlole ikhwalithi, futhi benze izinqumo lapho izimo zasensimini zingahambisani nomodeli.

Yibaphi onjiniyela bezokwakha abasengozini enkulu ngenxa ye-AI?

Onjiniyela bezakhiwo abasengozini enkulu yilabo abenza imisebenzi ephindaphindwayo, engahluleli kahle njengokubhala phansi okuyisisekelo, ukubala okujwayelekile, imibiko ejwayelekile, noma ukufaka idatha. Ingozi ayikhona ukuthi bonke ubunjiniyela bezakhiwo buyanyamalala, kodwa ukuthi umsebenzi olula osekelwe emisebenzini uba lula ukuwusebenzisa ngokuzenzakalelayo. Onjiniyela abaqonda ukuthi kungani umklamo usebenza, bakhulumisane ngokucacile, futhi benze izinqumo ezinengqondo kuzoba nzima kakhulu ukuwushintsha.

Abafundi bobunjiniyela bezakhiwo bangazilungiselela kanjani i-AI?

Abafundi bobunjiniyela bezakhiwo kufanele bakhe izisekelo eziqinile ngenkathi bekhululeka ngamathuluzi edijithali. Izifundo eziyinhloko njengezakhiwo, izinto zokwakha, ama-hydraulic, ubuchwepheshe be-geotechnics, ukuhlola, ezokuthutha, kanye nokuphathwa kokwakhiwa kusabalulekile. Ngesikhathi esifanayo, abafundi kufanele bafunde i-CAD, i-BIM, i-GIS, ukuzenzekela kwespredishithi, ukuhlaziywa kwedatha, kanye nemibhalo esizwa yi-AI. Ulwazi lwesayithi lubalulekile futhi ngoba lufundisa lapho ukukhishwa kwesofthiwe okucwengekile kungase kungafani nezimo zasensimini.

Kungani i-AI inenkinga ngamaphrojekthi obunjiniyela bezokwakha?

I-AI iyazabalaza ngoba ubunjiniyela bezokwakha yenzeka ezweni elingokoqobo, lapho izimo ziyinkimbinkimbi futhi zingaqinisekile. Idatha yomhlabathi ingase ingaphelele, izindlela zokukhipha amanzi zingase zivinjwe, imidwebo ingase ibe nezibikezelo, futhi izindawo zokwakha zingashintsha nsuku zonke. I-AI isebenza kahle kakhulu ngemithetho ecacile kanye nedatha ehlanzekile. Onjiniyela bezokwakha banezela inani ngokungabaza izibikezelo, ukuhumusha ukungaqiniseki, nokusebenzisa ulwazi ezithiyweni zomzimba.

Ingabe i-AI izothatha indawo yoNjiniyela Bezokwakha abenza izibalo?

I-AI ingasiza ngokubala, kodwa akufanele iphathwe njengokungena esikhundleni sokuqonda kobunjiniyela. Ingasiza ekuhloleni izindlela zokulayisha, ukuqhathanisa izinketho, noma ukusebenzisa izimo eziphindaphindwayo ngokushesha. Kodwa-ke, unjiniyela usadinga ukuqonda izibikezelo, aqinisekise indlela, futhi ahlulele ukuthi umphumela unengqondo yini. Ukubala okungalungile kubunjiniyela bomphakathi kungathinta ukuphepha, izindleko, kanye nomthwalo wemfanelo osemthethweni.

Izinkampani zobunjiniyela bezokwakha kufanele ziyisebenzise kanjani i-AI ngokuphephile?

Izinkampani kufanele ziqale ngokusetshenziswa okunengozi ephansi njengokufingqa, ukwesekwa kokubhala, ukuhlola amadokhumenti, kanye nokwenza umsebenzi usebenze ngokuzenzakalela. Ngomsebenzi wobuchwepheshe, zidinga imithetho yokubuyekeza ecacile, ukusayinwa ngabantu, ukuqeqeshwa kwabasebenzi, ukuvikelwa kwedatha, kanye nokuqagela okulandelekayo. I-AI kufanele iqinise ukuziphatha kobunjiniyela, ingakudluli. Ukwamukelwa kabi kungadala imiphumela engahlolwanga, imibiko eqiniseka ngokweqile, kanye nezinqumo onjiniyela abangenakukwazi ukuzichaza kahle.

Yimaphi amakhono azokwenza onjiniyela bezokwakha babe yigugu esikhathini esizayo esiqhutshwa yi-AI?

Onjiniyela bezokwakha ababaluleke kakhulu bazohlanganisa izisekelo zobuchwepheshe nokwahlulela, ukuxhumana, kanye nokushelela kwedijithali. Kufanele baqonde amakhodi, izimo zesayithi, ubungozi, ukwakheka, kanye nezidingo zamakhasimende. Kufanele futhi bazi ukuthi bangayisebenzisa kanjani i-AI, i-CAD, i-BIM, ezenzakalelayo, kanye namathuluzi edatha ngokuzibophezela. Unjiniyela wesikhathi esizayo akayena nje umuntu okhiqiza izibalo, kodwa umuntu oqinisekisa imiphumela futhi enze izinqumo eziphendulayo.

Izinkomba

1. I-American Society of Civil Engineers - Ubuhlakani Bokwenziwa kanye Nomthwalo Wemfanelo Wobunjiniyela - asce.org

2. Ihhovisi Lezibalo Zezabasebenzi lase-US - Onjiniyela Bezomphakathi - bls.gov

3. Inhlangano Yezabasebenzi Yomhlaba Wonke - I-AI Ekhiqizayo Ingawuthinta Kanjani Umsebenzi Ohlukile - ilo.org

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

5. I-NCEES - Ilayisensi - ncees.org

6. I-Autodesk University - Ukusebenzisa Umklamo Okhiqizayo Ezicelweni Zokwakha - autodesk.com

Thola i-AI Yakamuva Esitolo Esisemthethweni Somsizi we-AI

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