Emuva ngoJanuwari, ndazinika umngeni ukwenza i-AI-automated ishishini ngokupheleleyo ekupheleni kwe-2025.   , ndacinga. Ukunyaniseka? Bekubuhlungu. Yiyiphi indlela engcono yokunyuka ngokukhawuleza nge-AI  Ngo-Agasti ka-2025, ndine 'arhente' ezi-2 ezinokulindela, zakhe, kwaye zisebenzise abalawuli bewebhu kwimizuzu engama-30 kunye ne-3 yemvume yabantu ecelayo.  Kutshanje, nangona kunjalo, ndiye ndanemvakalelo yokutshona efikelele kwi-crescendo ekhoyo.  Yaqala Njani  NgoJanuwari, ndaqalisa ukuvavanya i-AI tooling ngaphandle, ndisenza  kunye nokuzilungiselela ukulwa nalo mngeni.    , Uphononongo lwesixhobo  Bendiyazi indlela yam ejikeleze i-AI APIs enkulu kwaye sele ndibhale ikhowudi yokuzenzela. Bendilindele ukuba izikhokelo ze-'AI arhente' zikhule ngokufanelekileyo-ndakholelwa kwi-hype.  Esi yaba sisityhilelo sokuqala:   'AI' iyamangalisa kwaye i-hype engenanto.  Ujongo lokwenyani: Uloliwe we-AI Hype  Kukho amazwi amaninzi akhwazayo 'AI, fumana i-AI yakho apha' ngoku, kunzima ukuziva ucinga.  Kwisixhobo ngasinye se-AI endisivavanyayo, eyona nto ilunge ngokwenene, i-4 okanye i-5 okanye i-10 iyasilela kumanqaku. Abaninzi abasebenzi.   Oku kufanele kuvakale njengokukhangela igolide kwezoshishino, kodwa ngamanye amaxesha, ndiyazibuza ukuba ifana neMidlalo yeSquid.  Kuhamba njani: Amaphupha kunye neTape yeDuct   Ixesha le-Avg directory lokwakha: 27-36 mins; ukubamba abantu: 3; izinga lokusilela kuluhlu lokuqala: ~40%  Ndiqale ngemodeli yeshishini elilula, endiye ndacinga ukuba akufuneki kube nzima ukwenza i-AI: Izalathisi zewebhu. Ndacinga ukuba abalawuli abangasebenzi, ndingaphinda ndisebenzise okuninzi koko ndikufundayo kwaye ndikusebenzise kuyo nayiphi na enye inkampani ephambi kwewebhu.        . Umhlaba we-SEO ongaphantsi kwam uziva umzobo. Ndisandula ukuqalisa umsebenzi wokuthengisa ii-automations.  Kodwa sikwi August kakade  Ndiyazixelela ukuba, '   ' kwaye khumbula ukuba ndiyenzile kakhulu ukufunda, kunye nokwabelana, njengokwenza abalawuli be-AI abahlumayo. uthathe lo mngeni uphambeneyo  Kodwa ngamanye amaxesha kunzima ukuyigcina loo mngeni uphambeneyo.  "iiarhente" zam ezimbini zokuqala ziyasebenza. Banokulindela i-niche ngokusebenzisa uphando lwegama elingundoqo, banokubhalisa i-domain, batshintshe amaseva egama, bavelise ii-logos, i-palette yombala, kwaye ngokwenene bakhe isayithi lolawulo lokuhamba.   Oko konke kuvakala kulungile, kwaye ndiyaqikelela ngokomgaqo kunjalo.  Kodwa akunjalo   . uzive ngathi AI  Ngapha koko, nangona ndisebenzisa i-AI (LLMs) kuyo yonke loo nto, enyanisweni, ezi zii-automated workflows kunye ne-micro-agents. Basafunda "njengeqela leengcinga ezifakwe kwindlwane ezidityaniswe kunye, ezihlala zisebenzisa ii-LLMs ukugcwalisa izithuba."   Ekuqaleni kwalo mceli mngeni, ndaphupha ngeearhente ze-AI ezizimeleyo; yokugxila kwifilosofi enzulu yeshishini. Ukudityaniswa kwezixhobo zale mihla kunye nokulolonga ngokuthe chu kwiimpembelelo zamandla okugqibela.  Ayikho apho ikhoyo.  I-AI yoShishino: Ithuba vs Ukungaqiniseki  Okwangoku, amasuntswana kunye neziqwenga zepuzzle ziyasebenza:    Iimodeli ezintsha ngokuqinisekileyo zikwazi ngakumbi. Oku kuthetha ukuba singakwazi vibecode izixhobo zangaphakathi kunye nempahla encinci yokuthengisa. IiLLM zibangcono ngalo lonke ixesha.    Sinokwenza iinkqubo ezininzi zeshishini kwaye siphucule ii-ops ngeeLLMs. Amaqonga e-automation aqina ngakumbi.    -  (uqikelelo lwemeko ka-Kokotajlo et al.) iyaqhubeka ukuba yinyani ngokuba iiarhente okwangoku 'azithembekanga', kodwa sinokuzisebenzisa ukwenza imisebenzi elula. Iiarhente ze-AI zikwincopho yokuba 'yinyani'   I-AI 2027  Njengabasomashishini besoftware, sinokwakha izixhobo ngokukhawuleza kunangaphambili. Oku kunyuswa kwamandla kufikeleleka kuye wonke umntu onoqhagamshelo kunye nemali eyaneleyo yokuhlawulela (ixabiso eliphantsi) ufikelelo.   …kodwa ayizizo zonke izinto ezilungileyo.   : Kukho imiba engasombululekiyo ngoshishino ngo-2025    , kodwa ngokulinganayo, ukuba sityala imali   , sibeka esichengeni sokuchitha ixesha elibalulekileyo kunye nezixhobo njengoko izixhobo ezitsha zenza umsebenzi wethu ube yimfuneko. Ukuba asityali mali kwi-AI, sibeka umngcipheko wokuwa ngasemva ngendlela engachanekanga    ngamazwi amaninzi, kuya kuba nzima ka-10x ukwazi ukuba ufunda phi/yintoni. Njengoko ii-LLM zisiba ngcono ekucengeni, kuya kubakho imigibe emininzi kunye nemigibe yokuphepha phakathi kwe-hype kunye nezithuba zenkqubela. Sihamba kwimonsoon yeendaba ze-AI yonke imihla;    - kodwa azikabikho - kwaye ngenxa yokuba akukho mntu waziyo ukuba ziyakuvela nini na ukuya kutsho kwinqanaba lokutshintsha ishishini, ukungaqiniseki kuyagquba.  Iiarhente ze-AI zikwincopho yokuba 'ziyinyani'  Ngaba le bhithi iphinda-phindayo kwintandabuzo yam yoosomashishini okanye ixhala elisengqiqweni? Kunzima ukungabuzi ukuba yintoni na esakhayo phakathi kwayo yonke le nto. Ndizifumana ndibuza:  Ingaba oosomashishini besoftware bongeza phi ixabiso kwihlabathi le-AI-dev?   Kufuneka siyichithe phi i-delta v phakathi kwezi ziphithiphithi ezinje?  Okwangoku, akukho mpendulo icacileyo.  Kuyavela SiseEarly  Khange ndincame iphupha lam, kodwa ukukhwela kumnandi.  Njengoko unokuxela kwikhanivali yeendaba ze-AI, izinto zikhula ngokukhawuleza. Kancinci kancinci, ndicinga ukuba sizakufika apho.  Kodwa ndiyaqinisekisa ukuba akukho namnye kuthi onokuba nomfanekiso ngqondweni wokuba kuya kujongeka njani 'apho'. Likamva elinzima ukuqikelela.   Iza kuwa phi imida? Ngaba iiarhente ezibalaseleyo ziya kulinganisa amabala okudlala? Ngaba ukuthengisa kuba ngumzabalazo wamandla ekhompyuter njengedabi le-AIs ukwenza ii-algorithms ezingcono nezingcono zokukhusela ingqalelo?  Ingaba usuku ebomini bosomashishini lujongeka njani ngo-2026?  Nangona ndikufuphi ngaphambili kweli gagasi, ndiyasokola ukubona ukuba yonke le nto idlala njani.  Ndenze inkqubela ethile ngalo mceli mngeni, kodwa andikwazi kuzibamba kodwa ndivakalelwa kukuba kufuneka   . ndibe ngqongqo ngakumbi  Landela i-Build  Ukuba ufuna ukufunda ii-logs zokwakha ze-AI ngeveki, iinkcazo ezizenzekelayo, kunye neemvavanyo zeshishini le-AI esophayo, landela njengoko ndizama ukwenza ishishini le-AI elivakalelwa ngokwenene njenge-AI:   . rhuma apha

The is an opinion piece based on the author’s POV and does not necessarily reflect the views of HackerNoon.

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