Kupera kwevhiki rino, ndakadya kudya kwemanheru neshamwari yangu yave baba munguva pfupi yapfuura.
Aive munhu anofara, asi patakanga tichikurukura, akangoerekana atura befu ndokuti kwandiri, "Chandinonyanya kutya iye zvino hachisi chekuti mwana wangu haazopinde muyunivhesiti yakanaka, asi kuti mushure mekudzidza nesimba kwemakore anopfuura makumi maviri, achapedzisira ava chikamu chinogona kusunungurwa nekutsiviwa chero nguva."
Ndakashamisika kwechinguva.
Izvi zvinonzwika sezvisina kunaka, asi kana ukati hazvina kunaka, zvinoita sekunge haugone kuwana mhosva nazvo.
Mushure memashoko ake, ndakangoerekana ndaona chimwe chinhu chaikosha zvikuru.
Kana tikabata vanhu sezvigadzirwa, tinogona kuvaisa muzvikamu zvezvigadzirwa zvakajairwa uye zvisina kujairwa.
Ndinofunga kuti nzira iyi yekupatsanura vanhu inofanira kuteererwa nokungwarira nemunhu wese anoshanda nemubereki wese.
Zvigadzirwa zvakajairika zviri nyore kunzwisisa.
Musika wakakura, kudiwa kwacho kwakasimba, uye kugadzirwa kwacho kunoitwa muzvikamu zvakasiyana-siyana nekutumira michina yekubatanidza.
Muchengeti wemari, mugadziri wepurogiramu wechidiki, mugadziri wemifananidzo wechidiki, muchengeti weakaunzi wechidiki, mashandiro e-commerce epakutanga - mabasa aya ese zvigadzirwa zvakajairwa pakupedzisira.
Uri pachinzvimbo ichi, uchisarudzwa kubva mudziva rimwe chete nevanhu zana vakafanana newe.
Tenga chero chipi zvacho chakachipa uye chiri nyore kushandisa.
Kumakambani, tarenda rakajairwa harina kusiyana negumbo riri mumuchina.
Kana sikuruu yaita ngura, ibvise, woitsiva, uye muchina ucharamba uchishanda.
Uye wakaona here kuti nekufamba uku kweAI , chinhu chekutanga chinokanganiswa chikamu chezvigadzirwa zvakajairwa?
Kubhadhara zvinhu zvako wega kwakabvisa chikamu chikuru chezvigadzirwa zvinoshandiswa nevanotengesa zvinhu.
Nekubuda kwetekinoroji dzakadai seCopilot naClaude Code, basa rakawanda rakatorwa nevanyori vemapurogiramu vechidiki vanonyora mashandiro ekutanga eCRUD.
Panyaya yekugadzira mifananidzo, kana Midjourney yatanga, mitengo yevagadziri vemifananidzo vechidiki vanogadzira mifananidzo yakawanda inodzikira zvakanyanya.
Ndiani waungabvunza nezvenyaya iyi?
Izvi zvinhu zvinofanira kucherechedzwa. Handirevi kuti nzvimbo idzi dzichanyangarika mangwana; handizvo zvandinoreva.
Chandinoda kutaura ndechekuti AI yatowedzera kuderera kwemitengo yezvigadzirwa zvakajairwa.
Dambudziko guru nezvigadzirwa zvakajairwa harisi basa riripo, asi kushaikwa kwemitengo yepamusoro.
Kana ukagadzira chigadzirwa chakajairika, hauna simba rekuzvisarudzira mitengo yako.
Nekuti kune dzimwe nzira dzakawanda.
Kana zvinhu zvawanikwa zvikadarika zvinodiwa, mutengo wacho unobva wasarudzwa nemutengi.
Uku kufunga kwakajairika, uye ipfungwa dzakajairika dzine hutsinye.
Nzira iyi yekuparadzanisa inonyanya kuoneka pakutsvaga vanhu.
Fungidzira uri kubvunzurudza basa rekugadzira zvinyorwa, uye une vanhu vaviri vane maCV akafanana. Vose vane ruzivo rwepamusoro muzvidzidzo zvavo, vanoziva kunyora zvinyorwa, uye vane ruzivo neakaunti.
Asi kana uchitaura navo, mumwe wavo anongotaura nezve "nyaya dzakawanda dzandakanyora" uye "maonero angu akawanda andakaona," ukuwo mumwe wacho achitaura zvisina kurongeka kuti sei nyaya yacho ichigona kupararira, manzwiro akaita sei ari shure kwayo, uye nguva yekuiburitsa kuti vanhu vafarire zvakanyanya.
Fungidzira kuti ndinoda ani.
Ndinoda rechipiri, kunyangwe risina kunyorwa zvakanaka serekutanga.
Nekuti chekutanga chigadzirwa chakajairika.
Anogona kutsiviwa nevanhu zana vakafanana naye.
Chechipiri, atotanga kukudziridza hunyanzvi hwechipiri zvishoma nezvishoma: kunzwisisa hunhu hwevanhu.
Chakanyanya kundishamisa ndechekuti ndakangoerekana ndaona kuti pandinosarudza vanhu, handisi kusarudza zvigadzirwa zvakajairika; ndiri kubheja kuti ndiani achakwanisa kugadzira chimwe chinhu chisingagonekwe nevamwe.
Saka, ndinonzwisisa kutya kwekuti baba vanotya kuti mwana wavo achava chikamu chekuchengetedza.
Saka tinofanira kuitei?
Hupenyu hwemunhuwo zvake hwakangofanana nehwechibhakera chiri mumuchina chinogona kutsiviwa chero nguva here?
Mashoko akanaka ndeekuti, kwete.
Ndinotenda zvechokwadi kuti nzira iyi yakafara uye iri nyore kupfuura zvinofungwa nevanhu.
Kana ukangowedzera humwe hunyanzvi pabasa rako rauri kushandisa, kunyangwe rimwe chete, worisanganisa nehunyanzvi hwako hwepakutanga, hauchazove chigadzirwa chakajairika.
Wava kadhi repamusoro-soro.
Izvi hazvisi kungotaura zvisina maturo chete; regai nditsanangure zvese izvi ndotsanangura chikonzero chacho.
Waona here kuti 1 plus 1 pano hazvienzane ne 2?
Vanhu vanogona kunyora kodhi vari kwese kwese.
Kune vanhu vakawanda vanonzwisisa mashandiro emabasa.
Asi munhu anogona kunyora kodhi uye kunzwisisa mashandiro acho haawanzo kuwanikwa pamusika.
Kushaikwa ndiko kunobva mari yepamusoro.
Zvavakagadzira zvaisangova musanganiswa wezvikamu zviviri zvakasiyana, "kodhi" uye "mabasa," asi chimwe chinhu chitsva, chimwe chinhu chisina munhu mumwe chete aigona kupa.
Kodhi yaanonyora inoziva chinangwa chekukura chaanofanira kuzadzisa.
Ruzivo rwake rwekushanda runomupa kunzwisisa kwechisikigo kuti ndeapi mabasa anogona kuitwa nehunyanzvi uye ndeapi ari kungofungidzira zvinhu zvisingatarisirwi.
Makambani haakwanise kubata munhu werudzi urwu nepfungwa yekuti "kutsiva sikuruu".
Nekuti hatina kukwanisa kuwana imwe yechipiri yakafanana chaizvo.
Saka, pfungwa yekuunganidza hunyanzvi, pakupedzisira, haisi yekukuita kuti ushande nesimba kuti uve chigadzirwa chakajairika, asi yekukurega uchibuda muchikamu ichocho chezvigadzirwa zvakajairika zvachose.
Mushure meizvi, ndichanyora misanganiswa mishoma yandakaona yakakomberedza ini, uye ndinofunga kuti imwe neimwe ine hunyanzvi.
Mugadziri wepurogiramu anonzwisisa mashandiro.
Ndine shamwari ine rudzi urwu rwemunhu.
Angave asina hunyanzvi hwepamusoro, asi ane pfungwa dzekugadzira zvinhu uye ane chido chekukura. Mukuru webasa anogona kuona nekukurumidza kuti basa rake riri kunanga kupi kuti awane purofiti.
Munhu werudzi urwu haakwanise kukwikwidzana nevanhu vane hunyanzvi chete panyaya yemuhoro, asi anogona kukunda vanhu vazhinji zviri nyore mubasa rehunyanzvi nerebhizinesi.
Mabasa anonzwisisa runako.
Mabasa emazuva ano haasisiri chinhu chinogona kuitwa nekungoisa pasocial media.
Maneja wemabasa anogona kuronga, kugadzirisa mavara, kutora mifananidzo, uye kugadzirisa mifananidzo haakosheswi zvachose pamberi pemukuru webasa, zvichienzaniswa nemaneja wemabasa anogona kunyora kopi chete.
Kana runako rwukasanganiswa nekushanda, mari yepamusoro inogona kukwira zvisingaite.
Mugadziri wemifananidzo anonzwisisa kutengesa.
Ndaimbofunga kuti vagadziri vemifananidzo vanongotora zvinodiwa uye vanogadzira mifananidzo.
Gare gare, ndakasangana neshamwari yaishanda mu e-commerce. Yaiziva kutengesa zvinhu, saka yaiziva kuti mufananidzo wega wega waiisa waifanira kukurudzira vashandisi kuti vadzvanye.
Akanga asiri kugadzira; akanga ari kugadzira kuti chibvumirano chipedziswe.
Kunzwisisa uku hakugone kupihwa nevagadziri vemifananidzo chete.
Tekiniki anotaura mutauro wekune imwe nyika.
Zvinonzwika zvisingashamisi, handiti?
Asi unoziva here kuti mabasa ekune dzimwe nyika akakurumbira sei pari zvino? Vashandi vanoshanda nesimba vanogona kutaura mutauro wekune dzimwe nyika uye vane hunyanzvi pabasa remaoko vanogona kuwana mari yakawanda zvakapetwa kakawanda kupfuura vamwe vavo vekuChina munzvimbo dzekuvaka kuSoutheast Asia neMiddle East.
Mutauro pamwe chete neunyanzvi zvakaendesa vanhu zvakananga kumusika wakasiyana.
Nyanzvi dzakasiyana-siyana dzinoshanda dzine hunyanzvi mukushandisa AI.
Ndinofanira kutaura izvi nekuti ndizvo zvinonyanya kushamisa uye zvinonyanya kukosha pane zvandinoita.
Ndinoshanda mubasa reAI, saka ndinoziva zvakanyanya nezvekuchinja kwakaitika gore rino.
Mutungamiriri anogona kuita mabasa anodzokororwa otomatiki achishandisa Claude Code uye maneja anozviita zvese nemaoko anogona kugadzira mabudiro akawanda zvakapetwa kakawanda.
Nyanzvi yekushanda inoziva mashandisirwo eDeepersearch pakuongorora indasitiri haisi padanho rakafanana nemunhu anovimba nemainjini ekutsvaga.
AI haisi pano kuti ikutsive; iri pano kuti ibatsire avo vanoda kuidzidza.
Kana ukaramba uchiiona senjodzi, mumwe munhu anogona kungotora kadhi iroro.
Musanganiswa wega wega, kana ukatorwa wega, hausi wekugadzira zvinhu zvitsva, asi kana wakabatanidzwa pamwe chete, unoumba mugero usingatsiviwe nemumwe munhu.
Sezvandiri kuita nhasi.
Ndakaita kuti timu yedu itsvage ruzivo rwedu rwezviri mukati kubva paindaneti, toruchengeta muLark Multidimensional Tables, tobva tashandisa AI kuita ongororo yakananga.
Kare, rudzi urwu rwebasa rwaida kutsvaga muongorori wedata aiziva Python uye munhu anoshanda aiziva kududzira data, uye vaviri ava vaizoshanda pariri kwemazuva matatu.
Iye zvino, mumwe munhuwo zvake anoziva zvishoma nezvemaspredishiti neunyanzvi hwekunyora (AI) anogona kupedzisa basa racho masikati.
Unoona, pfungwa iyi yekuisa zvidimbu muzvikamu haisi pfungwa iri kure; inoitika zuva nezuva mubasa chairo.
Tichitaura izvi, ndinoyeuchidzwa nezveboka reshamwari dzandinoziva dzinoshanda munhau dzezvekudya.
Vazhinji vavo vanowana mamiriyoni pagore.
Unofunga kuti vabiki vane hunyanzvi hwakanyanya here?
Aihwa.
Ndakanyatsovatarisa, uye vazhinji vavo, chaizvoizvo, vatori vemifananidzo vanogona kubika.
Vamwe vavo vaimbove vatori vemifananidzo, asi gare gare vakanzwa kuti kungotora mifananidzo yevamwe kwaisafadza, saka vakatanga kubika nekutora mifananidzo yavo, uye vakazopedzisira vava nemukurumbira.
Vamwe vavo vanobva kumakore ekugadzira zvinhu mushure mekugadzirwa uye inyanzvi mukugadzira zvinhu nemwenje; kubika ingori nzira yavo.
Munoona, vafotori chigadzirwa chakajairwa, uye hunyanzvi hwekubika chigadzirwa chakajairwa kana ukangozviona sehunyanzvi hwezuva nezuva. Asi kana mufotori achigona kubika uye achiwedzera zororo pamberi pekamera, musanganiswa uyu unova chigadzirwa chisina kujairwa chinogona kuwana mamiriyoni pagore.
Dzimwe nguva ndinofunga kuti munhu ari kutora vhidhiyo iyi angangove jayawo zvaro rakapedza kudzidza payunivhesiti yechipiri, rakaisa reflector mukamuri rayo rekurenda, richinyunyuta kuti harina kutora nguva yemvura yakabuda kechi18, ukuwo richishamisika kana richigona kuwedzera mashandisirwo aro edata mwedzi uno.
Haana kumbobvira afunga kuti hunyanzvi hwake hwekubika hwaizokwana kuti ararame, asi nekubatanidza hunyanzvi huviri, akawana nzira yakakura muhupenyu.
Rudzi urwu rwenyaya runoshanda kupfuura chero mashoko anokurudzira.
Saka, munhu werudzii anonyatsokodzera sechigadzirwa chisiri chemhando yepamusoro?
Nyanzvi yemabasa, maneja webhizinesi, mutengesi mukuru, mainjiniya mukuru, maneja wezvigadzirwa, mukuru wepurogiramu, director wekugadzira, mugadziri wekutanga, mukuru weakaunti, director wemabasa.
Chinhu chakafanana pakati pevanhu ava ndechekuti havatsiviwe muminda yavo.
Havana kuvimba nehunyanzvi humwe chete, asi nekuzvipira kwenguva refu pakuchera mugero wakadzika uye wakafara.
Asi kutaura chokwadi, nzira iyi yakaoma.
Zvakaoma zvikuru.
Zvinotora nguva, rombo rakanaka, kuzvipira kuchinhu chimwe chete, uye kazhinji tarenda.
Vanhu vazhinji, kusanganisira ini, vaizoomerwa nekusvika panzvimbo iyoyo nekuvimba nenzira iyi chete.
Ndine chokwadi chekuti dzimwe shamwari dzichati hazvina kunaka kuti ndiise pfungwa dzangu pakuita chimwe chinhu zvakanyanya.
mutsetse.
Ehe saizvozvo.
Asi funga nezvazvo, makore mangani apfuura mushure meboka diki revanhu ivavo vakawana hunyanzvi hwepamusoro-soro?
Vanhu vazhinji havana mari kana rombo rakanaka rekupinda munzira iyoyo; vangangozvinetesa vozotadza kusvika pachinangwa chavo.
Saka ndakafunga kuti, vanhuwo zvavo havafaniri kungotarisa mhedzisiro yezvigadzirwa zvisiri zvemazuva ose votanga kuzviburitsa.
Mugwagwa iwoyo wakanyanya kukwira.
Ngatitorei nzira iri nyore, rudzi rwechipiri rwandambotaura kare: kurongedza hunyanzvi.
Ndinofanira kukuudza chimwe chinhu kubva pasi pemoyo wangu: kuunganidza hunyanzvi hakusi chinhu chaunogona kuwana nekungorara pasi.
Inoda kuti unyatsodzidza chidzidzo chechipiri ichocho.
Haugoni kufunga kuti unozviziva nekungoona mavhidhiyo mapfupi mashoma chete. Unofanira kubatanidzwa, kuashandisa, uye kunatsiridza hunyanzvi hwako mumamiriro ezvinhu chaiwo.
Kufanana neni, ndaiva nepfungwa dzakaipa pakutanga kwemakore angu ekugadzira zvinyorwa zveAI.
Chishandiso chitsva pachakabuda, ndakashamisika chose. Ndakatarisa interface yacho ndisingafungi, ndichifunga kuti, "Chii ichi ikozvino?"
Asi ndakazoona chimwe chinhu: vanhu vanoda kupedza nguva yakati wandei vachiongorora zvinhu zvitsva vakasiyana zvachose nevaya vanogara panzvimbo imwe chete mushure memwedzi mitanhatu kana gore.
Pakutanga zvingasava nyore, uye zvinotora nguva yakareba kupfuura kuzviita nemaoko.
Asi mushure memavhiki mashoma ekudzidzira nguva dzose, uchaona kuti uri kuchengetedza nguva yakawanda.
Ndine mvumo yekutaura nezvazvo, nekuti ndini ndave ndichibatanidzwa zvakanyanya mukuita uku.
Ngatidzokerei kushamwari iyoyo kubva pakutanga chaipo.
Chaanonetseka nacho ndechekuti vana vachafanana nezvinhu zvekushandisa.
Chandinoda kumuudza ndechekuti, usazvidya mwoyo chete.
Pane kunetseka kuti mwana wako achava chigadzirwa chakajairika, unofanira kumuratidza chinhu chimwe chete achiri mudiki: chinonyanya kukosha munyika ino hachisi chekuti une hunyanzvi humwe chete hunozivikanwa nemamiriyoni evanhu, asi kuti unogona kusanganisa hunyanzvi hwakati wandei pamwe chete.
Ehe, ndinofanira kubvuma kuti ini handina vana ini, uye zvandataura pamusoro apa ipfungwa dzandakanyora kubva pane zvandakaona mumakore apfuura.
Zvingave zvisina kururama, asi ndinofunga kuti zvakakodzera kufunga nezvazvo.
Pandinenge ndichinyora izvi, ndinobva ndangofunga nezvaAdam Smith.
Ndiye munyori webhuku rinonzi "The Wealth of Nations".
Akapa zano rechimwe chinhu makore anopfuura mazana maviri apfuura: kugoverwa kwevashandi.
Akati nekukamura kugadzirwa kwetsono imwe chete kuita maitiro anopfuura gumi nemaviri, munhu mumwe nemumwe achibata maitiro rimwe chete, kushanda zvakanaka kunogona kuwedzerwa kanoverengeka.
Gare gare, Ford yakaisa tambo yekugadzira mota, ichiparadzanisa kugadzirwa kwemotokari kuita zviuru zvematanho, mushandi wega wega achipedza basa rake rese achisimbisa rudzi rumwe chete rwesikuruu.
Kushanda zvakanaka kwacho kwakanga kwakanyanya zvisinganzwisisike, asi zvakare kwakashandura vanhu kuita sevanhu vasina simba muchina.
Smith akadyara mbeu yekugovanisa mabasa, uye Ford akaikura kuita sango.
Nguva yeindasitiri, zvichibva papfungwa iyi, yakashandura vanhu kuita zvinhu zvemhando yepamusoro mukugadzirwa kwezvinhu.
Kana uine hunyanzvi hushoma uye kana uine hunyanzvi hwakawanda, zvinova nyore kuti utsiviwe, nekuti mutengo wekutsiva wakaderera.
Asi tarisai ikozvino, AI yatora pfungwa iyi nhanho imwe mberi.
Iyo pachayo imuchina wevashandi vakawanda, ichiita basa rezvigadzirwa zvakajairwa nekukurumidza uye nekukurumidza.
Saka vanhuwo zvavo vangarwisa sei maitiro aya?
Smith haana kupa mhinduro, uye Ford haanawo kupa mhinduro.
Asi ndinofunga kuti kurongedza hunyanzvi ipfungwa iyo vanhuwo zvavo vanogona kubata nayo kana vachitarisana nemuchina uyu mukuru.
Kana ukanyanya kurongedza zvinhu zvako, unowedzera kuita sechigamba chiri mumuchina; kana ukanyanya kuita semunhu asingakodzeri kutevedzera.
Nguva yakanaka kwazvo, shamwari dzangu.
Mukupedzisa, ndinoda kutaura chinhu chimwe chete.
Usatya kuti uri muchina uri muchina izvozvi.
Enda, unodzidza humwe hunyanzvi.
Kadhi iroro riri muruoko rwako wega.
Sezvo waverenga kusvika pari zvino, kana waona zvichibatsira, ndapota tumira like uye share. Kana uchida kugamuchira nhau itsva kutanga, unogonawo kunditevera! ⭐
Ndatenda nekuverenga chinyorwa changu. Tichaonana nguva inotevera.
Tinovimba kuti chinyorwa chinoti "Chishandiso Chekubudirira! Kuronga Unyanzvi Hwekudzoka: Dzidza Unyanzvi Hwechipiri Uhu Wowedzera Kukosha Kwako" chakagoverwa pablog raChen Weiliang ( https://www.chenweiliang.com/ ) chichakubatsira.
Sunungukai kugovera link yechinyorwa chino: https://www.chenweiliang.com/cwl-34657.html