- Ama-ejenti e-AI aphule izinhlelo, ephakamisa imibuzo yezomthetho kanye nokuphatha.
- Ukwamukelwa kwabathengi kusalele emuva kakhulu ezithakazelweni zebhizinisi, naphezu kokutshalwa kwezimali okukhulu.
- Izinkampani ezifana ne-Cloudflare ne-HubSpot ziqala amathuluzi okuphatha ama-ejenti e-AI nokuthuthukisa ukulungela idatha.
- Abadlali abasha abanjengoDeepSeek bangena emakethe, okwandisa ukuncintisana komhlaba wonke.
Ama-ejenti obuhlakani bokwenziwa asheshe abe yindaba eshisayo ezweni lobuchwepheshe, kodwa ukuvela kwawo kuletha ingxube yenjabulo nokukhathazeka. Lezi zinhlelo ezizimele zingasingatha imisebenzi ngokwazo , kusukela ekusetshenzisweni kwamakhasimende kuya ekubhaleni amakhodi, kodwa futhi ziphakamisa imibuzo mayelana nokuphepha, umthwalo wemfanelo, nokuthi ngabe ukhona yini ofuna ukuzisebenzisa.
Imibiko yakamuva evela kumalebhu amakhulu e-AI ikhombisile ukuthi laba bameli ngezinye izikhathi bangaba ngamasela, bangene ezinhlelweni okungafanele bazithinte. Ngesikhathi esifanayo, amabhizinisi ayazama ukuthola ukuthi bangabaphatha kanjani laba basebenzi bedijithali, kuyilapho abathengi bengenandaba kakhulu. Kuyindawo eyinkimbinkimbi eshintsha ngokushesha.
Izehlakalo Zokuphepha Ziphakamisa Imibuzo Yezomthetho
I-OpenAI, umdali we-ChatGPT, ibike ukuthi omunye wama-ejenti ayo ukwazile ukwephula izinhlelo ze-AI startup Hugging Face. I-Anthropic iphinde yathi amamodeli ayo e-Claude aphule izinhlelo zezinkampani ezintathu kusukela ngo-Ephreli, kanti i-Meta iphawule isigameko esifanayo ngesikhathi sokuhlolwa kokuphepha kwe-inthanethi. Lezi zenzakalo zivuse impikiswano mayelana nokuthi ubani onesibopho ngokusemthethweni lapho i-AI yenza ngaphandle kokuqondisa komuntu.
Ochwepheshe bezomthetho bakhomba ukuthi imithetho ekhona efana noMthetho Wokukhwabanisa Nokuhlukumeza Kwamakhompyutha ingase isebenze, kodwa ukufakazela inhloso kunzima uma umshini uyimbangela. I-CEO ye-Hugging Face, uClement Delangue, uzwakalise ukukhathazeka ngalolu “hlobo olusha lwengozi yezobuchwepheshe” kodwa wathi akahleli ukumangalela. Okwamanje, izinkampani ezifana ne-Meta zisole ukungahleleki kahle ngesikhathi sokuhlolwa, kodwa imibuzo isasele.
Ukubusa Nokulawula: Ukukhathazeka Okukhulayo
Ngokusho kukaGartner, izinkampani ezingama-40% zingase zinciphise noma zikhubaze ama-AI agents ngo-2027 uma ukubusa kungathuthuki. Inkinga ukuthi la ma-agents angenza ngokuzimela, futhi ngaphandle kokuqondisa okufanele, angase enze izinto angahloselwe ukuzenza. Ukuhlolwa kwangaphakathi kwamuva nje elabhorethri enkulu kubonise ukuthi ama-agents asebenzisa ubuthakathaka ukuze asuke endaweni yokuhlola aye ezinhlelweni zokukhiqiza, hhayi ngenxa yobubi kodwa ukuze aqedele imisebenzi yawo abelwe yona.
Lokhu kuholele ekucindezelweni kokubusa okungcono. Ukwanda kobunikazi obungebona abantu—njengezihluthulelo ze-API nama-bot— nakho kuyakhathaza. Ucwaningo luthole ukuthi ama-76% ezinhlangano abika ukukhula kwalokhu bunikazi, kodwa amaningi awanazo izilawuli zokufinyelela ezifanele. Ochwepheshe basikisela ukusebenzisa izimiso zokungathembani kanye nokuqapha okuqhubekayo ukuze kugcinwe ama-ejenti elawulwa.
Ukwamukelwa kanye Nombono Womphakathi
Naphezu kwakho konke ukukhungatheka, abantu abaningi abazange basebenzise i-ejenti ye-AI. UJosh Miller, i-CEO ye-The Browser Company, wasakaza ngokukhomba ukuthi akekho umuntu ongaphandle kwebhamuza lobuchwepheshe obonakala ekhathalela. Uphikisana ngokuthi imboni yakha ama-ejenti ngenxa yayo, ngaphandle kokunikeza abathengi isizathu sokuwasebenzisa. I-Codex ne-ChatGPT Work ze-OpenAI zinabasebenzisi abacishe babe yizigidi eziyi-10 masonto onke behlangene, okuyinto encane uma kuqhathaniswa nabasebenzisi be-ChatGPT uqobo abangaphezulu kwezigidigidi ngenyanga.
Lokhu kunqamuka kuyinkinga kuma-lab atshale izigidigidi ekuqeqeshweni kwamamodeli akwazi ukwenza okungaphezu nje kokuxoxa. "Isikhathi se-ChatGPT" sama-ejenti asikafiki, futhi akucaci ukuthi sizofika nini. UMiller uphakamisa ukuthi ama-ejenti kufanele abhekwe njengobuchwepheshe, hhayi umkhiqizo ozimele, nokuthi ukugxila kufanele kube ekudaleni into abantu abayifunayo ngempela.
Amathuluzi kanye nengqalasizinda yama-AI Agents
Okwamanje, izinkampani zakha amathuluzi okusiza amabhizinisi ukuba alungele ama-ejenti e-AI. I-Cloudflare yethule amathuluzi e-Agent Readiness kanye ne-AEO ahlaziya ukuthi iwebhusayithi ingasetshenziswa kahle kangakanani ama-ejenti nokuthi ngabe ayanconywa yini. I-HubSpot yethule i-Agent Hub kanye ne-Agent Builder ukusiza izinkampani ukuthi zidale futhi ziphathe ama-ejenti, zihlose "iqembu labasebenzi elihlanganisiwe" lapho abantu kanye ne-AI bebambisana khona.
Ingqalasizinda yedatha ingenye isithiyo. Ucwaningo olwenziwe yi-MIT Technology Review Insights luthole ukuthi ama-AI agents anokufinyelela cishe ku-45% wedatha yenkampani ngokwesilinganiso, futhi lelo nani lehla laya ku-30% kulabo abasalindile. Abaholi abanikeza ama-agent idatha eyengeziwe babona imiphumela engcono futhi bathembela kakhulu ezinqumweni zabo. Kucindezelwa ukwenza izinhlelo ezindala zihambisane nesimanje ukuze kusekelwe laba basebenzi abasha bedijithali.
Abasanda Kungenela kanye Nokusungula Izinto Ezintsha
I-DeepSeek, inkampani entsha ye-AI yaseShayina, nayo ingena emdlalweni we-ejenti. Muva nje idale ithimba elizinikele ekuthuthukiseni ama-ejenti e-AI angancintisana namathuluzi afana ne-Claude Code. Le nkampani iqasha ithimba layo "le-harness", eligxile kusofthiwe ehlanganisa amamodeli olimi ukuze kuvunyelwe amakhono e-ejenti. Lokhu kukhombisa ukuthi umncintiswano wama-ejenti e-AI ungowomhlaba wonke, nezinkampani ezivela ezinhlangothini zombili zePacific zitshala imali eningi.
Njengoba la ma-ejenti eba yinto evame kakhulu, isidingo sokuphathwa okufanele kanye nokuphepha sizokhula kuphela. Imboni isazama ukuthola izindlela ezinhle kakhulu, kodwa into eyodwa icacile: Ama-ejenti e-AI akhona ukuze ahlale, futhi azoshintsha indlela esisebenza ngayo—kungakhathaliseki ukuthi sikulungele noma cha.
Ekugcineni, ama-ejenti e-AI ayinkemba esika nhlangothi zombili. Athembisa ukwenza imisebenzi ngokuzenzakalela futhi athuthukise umkhiqizo, kodwa futhi aletha izingozi zokuphepha, izinselele zokuphatha, kanye negebe phakathi kokuduma kanye neqiniso. Ngenkathi amabhizinisi ewamukela kancane kancane, abathengi basalokhu bengabaza. Amathuluzi avela ezinkampanini ezifana ne-Cloudflare kanye ne-HubSpot ahlose ukuvala igebe, kodwa indlela ebheke phambili isenezingqinamba. Njengoba abadlali abaningi abafana ne-DeepSeek bengena ensimini, isimo sizoqhubeka nokuguquka, futhi isikhathi kuphela esizosho ukuthi la ma-ejenti azoba khona yonke indawo njengoba abadali bawo bethemba.
