Chida Chopambana! Kukonza Malupu Kuti Mubwererenso: Dziwani bwino luso lachiwirili ndipo phindu lanu lidzawirikiza kawiri.

Kumapeto kwa sabata ino, ndinadya chakudya chamadzulo ndi mnzanga amene posachedwapa anakhala bambo.

Anali munthu wosangalala, koma pamene tinkacheza, mwadzidzidzi anapumira nati kwa ine, "Chomwe ndikuopa kwambiri tsopano si chakuti mwana wanga sadzalowa mu yunivesite yabwino, koma kuti ataphunzira mwakhama kwa zaka zoposa 20, adzakhala gawo lomwe lingathe kuchotsedwa ndi kusinthidwa nthawi iliyonse."

Ndinadabwa kwakanthawi.

Izi zikumveka ngati zovuta pang'ono, koma ngati mukunena kuti ndi zolakwika, zikuwoneka ngati simungapeze cholakwika ndi izo.

Pambuyo pa mawu ake, mwadzidzidzi ndinazindikira chinthu china chofunikira kwambiri.

Ngati titenga anthu ngati zinthu, tingawagawire m'magulu a zinthu zokhazikika komanso zosakhazikika.

Ndikuganiza kuti njira iyi yogawa magulu ndi yoyenera kumvedwa mosamala ndi munthu aliyense wogwira ntchito komanso kholo lililonse.

Zogulitsa zokhazikika n'zosavuta kuzimvetsa.

Msika ndi waukulu, kufunikira kwake kuli kwakukulu, ndipo kupanga kumachitika m'magulu osiyanasiyana ndipo mizere yolumikizirana imaperekedwa.

Wosunga ndalama, wopanga mapulogalamu aang'ono, wopanga zithunzi waang'ono, wowerengera ndalama waang'ono, ntchito zoyambira zamalonda apaintaneti - maudindo awa onse ndi zinthu zokhazikika pamapeto pake.

Muli pamalo awa, mukusankhidwa kuchokera ku dziwe lomwelo ndi anthu zana ofanana ndi inu.

Gulani chilichonse chomwe chili chotsika mtengo komanso chosavuta kugwiritsa ntchito.

Kwa makampani, luso lokhazikika silisiyana ndi gudumu lomwe lili mu makina.

Ngati sikuru ili ndi dzimbiri, ichotseni, ibwezeretseni, ndipo makinawo adzapitiriza kugwira ntchito.

Ndipo kodi mwazindikira kuti ndi funde la AI ili , chinthu choyamba chomwe chikukhudzidwa ndi gawo la zinthu zokhazikika?

Kulipira zinthu zodzisamalira kwachotsa gawo lalikulu la zinthu zomwe osunga ndalama amagwiritsa ntchito.

Popeza ukadaulo wamakono monga Copilot ndi Claude Code wayamba, olemba mapulogalamu ambiri aang'ono omwe amalemba ntchito zoyambira za CRUD achepetsa kwambiri ntchito yawo.

Ponena za kapangidwe ka zithunzi, Midjourney ikangoyambitsidwa, mitengo ya opanga zithunzi achichepere omwe amapanga zithunzi zambiri imachepa kwambiri.

Kodi ndani amene mungakambirane naye za izi?

Ichi ndi chinthu choyenera kudziwa. Sindikunena kuti maudindo awa adzasowa mawa; sichoncho chomwe ndikutanthauza.

Chomwe ndikufuna kunena ndichakuti AI yachepetsa kwambiri kufunika kwa zinthu zokhazikika.

Vuto lalikulu ndi zinthu zokhazikika si khama lomwe likukhudzidwa, koma kusowa kwa mitengo yapamwamba.

Ngati mupanga chinthu chokhazikika, mulibe mphamvu zodziikira mitengo yanu.

Chifukwa pali njira zina zambiri.

Pamene zinthu zoperekedwa zikupitirira kufunikira, mtengo wake umatsimikiziridwa ndi wogula.

Uwu ndi nzeru wamba, ndipo ndi mtundu wankhanza kwambiri wa nzeru wamba.

Njira yogawayi imawonekeranso makamaka pakulemba anthu ntchito.

Tangoganizirani kuti mukufunsa mafunso kuti mupeze ntchito yopanga zolemba, ndipo muli ndi anthu awiri omwe ma CV awo amafanana kwambiri. Onsewa ali ndi maphunziro apamwamba, amadziwa kulemba zolemba, komanso ali ndi luso lolemba maakaunti.

Koma mukamalankhula nawo, mmodzi wa iwo amangonena za "nkhani zingati zomwe ndalemba" ndi "malingaliro angati omwe ndakhala nawo," pomwe winayo amatchula mwachidule chifukwa chake nkhaniyo ingafalikire kwambiri, mtundu wa malingaliro omwe ali kumbuyo kwake, komanso nthawi yoti ifalitsidwe kuti anthu ambiri azitha kuiona.

Tangoganizani amene ndikufuna.

Ndikufuna yachiwiri, ngakhale itakhala kuti sinalembedwe bwino ngati yoyamba.

Chifukwa choyamba ndi chinthu chokhazikika.

Angalowe m'malo mwa anthu zana omwe ali ofanana naye.

Kachiwiri, wayamba kale kukulitsa luso lachiwiri mochenjera: kumvetsetsa chibadwa cha anthu.

Chomwe chinandichititsa mantha kwambiri chinali chakuti mwadzidzidzi ndinazindikira kuti ndikasankha anthu, sindimasankha zinthu wamba; ndikubetcha kuti ndi munthu uti amene adzatha kupanga chinthu chomwe ena sangathe.

Kotero, ndikumvetsa mantha akuti bambo akuopa kuti mwana wake adzakhala gawo lowonjezera.

Kodi tiyenera kuchita chiyani pamenepo?

Kodi moyo wa munthu wamba ndi wa chidebe chamadzi chomwe chingasinthidwe nthawi iliyonse?

Nkhani yabwino ndi yakuti, ayi.

Ndikukhulupiriradi kuti njira iyi ndi yotakata komanso yosavuta kuposa momwe anthu amaganizira.

Ngati mungowonjezera luso lina ku luso lanu lomwe muli nalo kale, ngakhale limodzi lokha, ndikuliphatikiza ndi luso lanu loyambira, simudzakhalanso chinthu chodziwika bwino.

Wakhala khadi lapamwamba kwambiri la lipenga.

Izi si nkhani zopanda pake chabe; ndiloleni ndifotokoze mwachidule chifukwa chake.

Kodi mwaona kuti 1 kuphatikiza 1 apa sikufanana ndi 2?

Anthu omwe amatha kulemba ma code ali paliponse.

Pali anthu ambiri omwe amamvetsa bwino ntchito.

Koma munthu amene amatha kulemba ma code komanso kumvetsetsa momwe zinthu zimagwirira ntchito ndi wosowa kwambiri pamsika.

Kusowa ndiye gwero la ndalama zolipirira.

Zimene adapanga sizinali magawo awiri osiyana, "ma code" ndi "ntchito," ataphatikizidwa; zinapanga china chatsopano, chinthu chomwe palibe munthu m'modzi amene akanatha kupereka.

Malamulo omwe amalemba amadziwa cholinga cha kukula chomwe chiyenera kukwaniritsa.

Mbiri yake yokhudza ntchito imamupatsa chidziwitso chachilengedwe cha zinthu zomwe zingatheke mwaukadaulo komanso zomwe zili zongopeka chabe.

Makampani sangachitire munthu wamtunduwu ndi mfundo ya "kusintha screw".

Chifukwa sitinapeze yachiwiri yomwe inali yofanana ndendende.

Chifukwa chake, lingaliro la kupanga zinthu mwaluso, pamapeto pake, silikutanthauza kuti mugwire ntchito molimbika kuti mukhale chinthu chokhazikika, koma kukulolani kuti mutuluke mu chinthu chokhazikikacho.

Pambuyo pa izi, ndilemba zinthu zingapo zomwe ndaziona mozungulira ine, ndipo ndikuganiza kuti chilichonse ndi chanzeru kwambiri.

Wopanga mapulogalamu amene amamvetsetsa ntchito.

Ndili ndi mnzanga amene ali ngati munthu wotere.

Mwina si waluso kwambiri pa zaukadaulo, koma ali ndi luso lopanga zinthu komanso ali ndi chidwi chofuna kukula. Bwanayo amatha kudziwa nthawi yomweyo komwe ntchito yake ikupita kuti apeze phindu.

Munthu wamtunduwu sangapikisane ndi anthu aukadaulo okha pankhani ya malipiro, koma amapambana mosavuta anthu ambiri pantchito yaukadaulo ndi bizinesi.

Ntchito zomwe zimamvetsetsa kukongola.

Ntchito zamakono sizingathekenso pongolemba pa malo ochezera a pa Intaneti.

Woyang'anira ntchito amene amatha kukonza, kusintha mitundu, kujambula, ndi kusintha zithunzi salemekezedwa konse pamaso pa bwana, poyerekeza ndi woyang'anira ntchito amene amatha kulemba kopi yokha.

Pamene kukongola kukuphatikizidwa ndi ntchito, mtengo wake ungakhale wokwera kwambiri.

Wopanga zithunzi amene amamvetsetsa malonda.

Ndinkaganiza kuti opanga zithunzi amangotsatira zomwe akufuna ndikupanga zithunzi.

Pambuyo pake, ndinakumana ndi mnzanga amene ankagwira ntchito yogulitsa zinthu pa intaneti. Iye ankadziwa kugulitsa zinthu, choncho ankadziwa kuti chithunzi chilichonse chimene ankaika chiyenera kukakamiza ogwiritsa ntchito kuti asinthe.

Iye sanali kupanga mapulani; anali kupanga mapulani kuti athetse mgwirizano.

Kumvetsetsa kumeneku sikungaperekedwe ndi opanga zithunzi okha.

Katswiri wodziwa kulankhula chilankhulo chachilendo.

Zikumveka zosadabwitsa, eti?

Koma kodi mukudziwa momwe ntchito zakunja zimatchulidwira pakali pano? Antchito ogwira ntchito zamanja omwe amatha kulankhula chilankhulo chachilendo komanso omwe ali ndi luso pantchito yamanja amatha kupeza ndalama zambiri kuposa anzawo aku China omwe amagwira ntchito yomanga ku Southeast Asia ndi Middle East.

Chilankhulo pamodzi ndi luso zimatengera anthu mwachindunji kumsika wina.

Akatswiri osiyanasiyana ogwira ntchito omwe ali ndi luso logwiritsa ntchito AI.

Ndiyenera kunena izi chifukwa ndizoopsa kwambiri komanso zogwirizana kwambiri ndi zomwe ndimachita.

Ndimagwira ntchito mu gawo la AI, kotero ndikudziwa bwino za kusintha komwe kwachitika chaka chino.

Woyang'anira yemwe amatha kuchita ntchito zobwerezabwereza pogwiritsa ntchito Claude Code ndi woyang'anira yemwe amachita zonse pamanja akhoza kupanga zotulutsa zambiri kangapo.

Katswiri wodziwa kugwiritsa ntchito Deepersearch pofufuza zamakampani sali pamlingo wofanana ndi munthu amene amadalira injini zosakira.

Luso la AI silili pano kuti likulowe m'malo mwanu; lili pano kuti lipereke thandizo kwa iwo omwe akufuna kuphunzira.

Ngati mupitiriza kuiona ngati chiwopsezo, ndiye kuti wina angangotenga khadi limenelo.

Kuphatikiza kulikonse, kotengedwa payekhapayekha, sikuti ndi chinthu chapadera kwambiri, koma kukayikidwa pamodzi, kumapanga ngalande yomwe palibe wina amene angailowe m'malo mwake.

Monga momwe ndikuchitira lero.

Ndinapempha gulu lathu kuti lifufuze zambiri zathu kuchokera pa intaneti, kuzisunga mu Lark Multidimensional Tables, kenako ndikugwiritsa ntchito AI kuti ndiziwunike mwachindunji.

Kale, ntchito yamtunduwu ikanafuna kupeza katswiri wofufuza deta yemwe ankadziwa Python ndi munthu wochita ntchito yemwe ankadziwa kutanthauzira deta, ndipo awiriwa ankagwira ntchito imeneyi kwa masiku atatu.

Tsopano, mnzako wamba amene amadziwa pang'ono za ma spreadsheet ndi AI akhoza kumaliza ntchitoyo masana.

Mukuona, lingaliro ili la kuyika zigawo si lingaliro lakutali; limachitika tsiku lililonse pantchito yeniyeni.

Ponena izi, ndikukumbukira gulu la anzanga omwe ndimawadziwa omwe amagwira ntchito pa malo ochezera a pa Intaneti okhudzana ndi chakudya.

Ambiri mwa iwo amapeza ndalama zambiri pachaka.

Kodi mukuganiza kuti ndi ophika abwino kwambiri?

ayi.

Ndawayang'anitsitsa mosamala, ndipo ambiri a iwo, kwenikweni, ndi ojambula zithunzi omwe amatha kuphika.

Ena mwa iwo kale anali ojambula zithunzi, koma pambuyo pake adamva kuti kungojambula zithunzi za ena sikunali kosangalatsa, kotero adayamba kuphika ndi kujambula zithunzi zawo, ndipo pamapeto pake adakhala otchuka.

Ena mwa iwo amachokera ku mbiri yakale yopangidwa ndipo ndi akatswiri pakupanga ndi kuunikira; kuphika ndi njira yawo yokha.

Mukuona, ojambula zithunzi ndi chinthu chokhazikika, ndipo luso lophika nalonso ndi chinthu chokhazikika ngati mungochiganizira ngati luso la tsiku ndi tsiku. Koma ngati wojambula zithunzi angathe kuphika ndikuwonjezera mpumulo pamaso pa kamera, kuphatikiza kumeneku kumakhala chinthu chokhazikika chomwe chingapangitse kuti anthu ambiri azipeza ndalama zambiri pachaka.

Nthawi zina ndimaganiza kuti munthu amene akujambula kanemayo mwina ndi mnyamata wamba chabe amene anamaliza maphunziro ake ku yunivesite yachiwiri, akuika chowunikira m'chipinda chake chobwereka, akudandaula kuti sanajambule nthawi yomwe madziwo anali kutuluka kwa nthawi ya 18, komanso akudabwa ngati angawonjezere kugwiritsa ntchito deta yake mwezi uno.

Sanaganizepo kuti luso lake lophika lingakhale lokwanira kuti apeze zofunika pa moyo, koma pophatikiza luso ziwiri, adapeza njira yokulirapo m'moyo.

Nkhani yamtunduwu ndi yothandiza kwambiri kuposa mawu aliwonse olimbikitsa.

Ndiye, ndi munthu wamtundu wanji amene amayenereradi kukhala chinthu chosakhala cha muyezo?

Mmisiri, manejala wa bizinesi, wogulitsa wamkulu, mainjiniya wamkulu, manejala wazinthu, wopanga mapulogalamu wamkulu, director wolenga, wopanga mapulani oyamba, akauntanti wamkulu, director woyendetsa ntchito.

Chomwe anthuwa ali nacho ndi chakuti sangasinthidwe m'magawo awo.

Iwo sanadalire luso limodzi lokha, koma anadalira kudzipereka kwa nthawi yaitali pakukumba ngalande yakuya komanso yayikulu.

Koma kunena zoona, njira iyi ndi yovuta.

N'zovuta kwambiri.

Zimatenga nthawi, mwayi, kudzipereka pa chinthu chimodzi, ndipo nthawi zambiri luso pang'ono.

Anthu ambiri, kuphatikizapo ine, zingawavute kufika pamalo amenewo podalira njira imodzi yokhayi.

Ndikukhulupirira kuti anzanga ena anganene kuti n’kulakwa kuti ndiziganizira kwambiri kuchita chinthu chimodzi mopitirira muyeso.

CHABWINO.

Kumene.

Koma taganizirani, zaka zingati zapita kumbuyo kwa gulu laling'ono la anthu omwe akwaniritsa bwino kwambiri?

Anthu ambiri alibe ndalama kapena mwayi woti alowe m'njira imeneyo; mwina adzadzitopetsa okha koma osakwaniritsa cholinga chawo.

Kotero ndinaganiza kuti, anthu wamba sayenera kungoyang'ana pa zotsatira za zinthu zosazolowereka ndikuyamba kuzipereka.

Msewu umenewo ndi wotsetsereka kwambiri.

Tiyeni titenge njira yosavuta, mtundu wachiwiri womwe ndatchula kale: kuyika zinthu pa luso.

Ndiyenera kukuuzani china chake kuchokera pansi pa mtima wanga: kudzikundikira luso si chinthu chomwe mungachikwaniritse pongogona pansi.

Ikufuna kuti muphunziredi phunziro lachiwiri limenelo.

Simungaganize kuti mukudziwa bwino nkhaniyi pongoonera makanema afupiafupi. Muyenera kutenga nawo mbali, kuigwiritsa ntchito, ndikukulitsa luso lanu pazochitika zenizeni.

Monga ine, ndinali wopusa kwambiri kumayambiriro kwa zaka zanga zopanga zinthu zaukadaulo wa AI.

Chida chatsopanocho chitatuluka, ndinadabwa kwambiri. Ndinayang'ana mopanda chidwi mawonekedwe ake, ndikuganiza kuti, "Kodi ichi n'chiyani tsopano?"

Koma kenako ndinapeza china chake: anthu omwe ali okonzeka kuthera nthawi yochulukirapo akufufuza zinthu zatsopano ndi osiyana kwambiri ndi omwe amakhala pamalo omwewo patatha miyezi isanu ndi umodzi kapena chaka.

Poyamba zingakhale zovuta pang'ono, ndipo zimatenga nthawi yayitali kuposa kuchita ndi manja.

Koma mutatha milungu ingapo yochita masewera olimbitsa thupi nthawi zonse, mudzapeza kuti mukusunga nthawi yambiri.

Ndili ndi mphamvu zolankhula pankhaniyi, chifukwa ndine amene ndakhala ndikuchita nawo ntchitoyi.

Tiyeni tibwererenso kwa bwenzi limenelo kuyambira pachiyambi penipeni.

Chomwe akuda nkhawa nacho n'chakuti anawo adzakhala ngati zida zosungira.

Chomwe ndikufuna kumuuza ndichakuti, musamangodandaula.

M'malo modandaula kuti mwana wanu adzakhala chinthu chokhazikika, muyenera kumudziwitsa chinthu chimodzi msanga: chomwe chili chamtengo wapatali padziko lapansi si kuti muli ndi luso limodzi lokha lomwe anthu mamiliyoni ambiri amalidziwa, koma kuti mutha kuphatikiza maluso angapo pamodzi.

Inde, ndiyenera kuvomereza kuti ine ndilibe ana, ndipo zomwe ndanena pamwambapa ndi lingaliro lomwe ndaliphatikiza kuchokera ku zomwe ndaziona kwa zaka zambiri.

Mwina sizingakhale zolondola, koma ndikuganiza kuti ndizoyenera kuziganizira.

Pamene ndikulemba izi, mwadzidzidzi ndimaganiza za Adam Smith.

Ameneyo ndiye mlembi wa buku lakuti "The Wealth of Nations".

Iye anapereka lingaliro la chinthu china zaka zoposa mazana awiri zapitazo: kugawa ntchito.

Iye anati pogawa kupanga singano imodzi m'njira zoposa khumi ndi ziwiri, munthu aliyense akagwira ntchito imodzi yokha, mphamvu zake zitha kuwonjezeka kambirimbiri.

Pambuyo pake, Ford inakhazikitsa njira yopangira galimoto, kugawa kupanga galimoto m'masitepe ambirimbiri, ndipo wantchito aliyense ankagwiritsa ntchito ntchito yake yonse pomanga screw yamtundu womwewo.

Kugwira ntchito bwino kunali kwakukulu kwambiri, koma kunapangitsanso anthu kukhala ngati magudumu a makina.

Smith anabzala mbewu yogawa ntchito, ndipo Ford anaibzala kukhala nkhalango.

Nthawi ya mafakitale, potengera mfundo imeneyi, inasandutsa anthu kukhala zinthu zofunika kwambiri pakupanga zinthu.

Luso lanu likachepa komanso mukadziwa zambiri, zimakhala zosavuta kuti mulowe m'malo mwanu, chifukwa mtengo wosinthira ndi wotsika.

Koma onani tsopano, AI yapititsa patsogolo mfundo imeneyi.

Ndi gawo lalikulu la makina ogwira ntchito, omwe amagwira ntchito ya zinthu wamba mwachangu komanso mwachangu.

Ndiye anthu wamba angalimbane bwanji ndi izi?

Smith sanayankhe, ndipo Ford sanayankhe.

Koma ndikuganiza kuti kusonkhanitsa luso ndi khadi lomwe anthu wamba angaligwiritse ntchito poyang'anizana ndi makina akuluakulu awa.

Mukadzala zinthu zambiri, mudzafanana ndi chidebe cha m'makina; ndipo mudzafanana kwambiri ndi munthu amene sangakopedwe ndi wina aliyense.

Nthawi yabwino kwambiri, abwenzi anga.

Pomaliza, ndikufuna kunena chinthu chimodzi chokha.

Musaope kuti ndinu munthu wovuta pakali pano.

Pitani, phunzirani luso lina.

Khadi limenelo lili m'manja mwanu.

Popeza mwawerenga mpaka pano, ngati mwapeza kuti ndi zothandiza, chonde like ndikugawana. Ngati mukufuna kulandira zosintha kaye, mutha kunditsatira! ⭐

Zikomo powerenga nkhani yanga. Tionananso nthawi ina.