Ngemhla wa-4 iNgci 2026 iBhange Lemhlaba likhiphe Umbiko Wekutfutfuka Kwemhlaba lonesihloko lesitsi "Setsembiso Sebuhlakani Lobentiwe" — kuhlolwa kwalo kwekucala lokuphelele kwaloko lobuchwepheshe lobu lobusho kona kumnotfo losatfutfuka. Lokubalulekile ngekwemsebenti emugceni munye: inzuzo lenkhulu ayiveli ekutsengeni emathulusi e-AI lasavele alungile, kodvwa iveela ekuwajwayeteni nesimo sendzawo yakho, nemininingwane yakho kanye nendlela yakho yekusebenta. Umbiko uveta tigaba letintsatfu letikhula ngebunzima — kwemukela, kujwayeta, kuchubeka — futsi uphikisa ngekutsi tinhlangano nemnotfo lomnyenti kufanele kugcile emizamweni yako etigabeni letimbili tekucala, hhayi kulesesitsatfu.

Kungani umbiko wemhlaba wekutfutfuka kufanele ukunake njengemnikati webhizinisi?

Ngobe uphendvula umbuto lowo wonkhe umnikati webhizinisi lobambeke kuwo nyalo: ngiyifake kuphi imali yami yesabelomali? Umbiko awutsengisi emathulusi futsi awukhangisi muphakeli. Uhlola kutsi inzuzo yafika kuphi ngempela nekutsi yanyamalala kuphi. Siphetfo sitsi umehluko emkhatsini wenkampani lezuzile nalengakazuzi awuvamisi kuchazwa yi-model leyisebentisile — cishe wonkhe umuntfu ufinyelela kuma-model lafanako. Uchazwa yimininingwane lekhona, likhwalithi yekusebenta kwangekhatsi kanye nekucaca kwenkinga lokufanele ixazululwe.

Umbiko ubuye wakhuluma ngco nge-Saudi Arabia, ubeka uMbuso emkhatsini wemave lalishumi lahamba embili emhlabeni ekutjalweni kwetimali tangasese ku-AI, futsi wawugcamisa njengendzawo lehehako kubantfu labanelikhono lelikhetsekile nanjengesibonelo ekuhlanganiseni imininingwane kahulumende. Ngalamanye emagama, ingcalasizinda, timali nebantfu labanelikhono sekukhona eceleni kwakho. Lingcenye lelingekho ngalokuvamile likhona ngekhatsi kwenkampani yakho uchwane.

Lobuchwepheshe lobu busakateka ngekushesha kunawo onkhe emagagasi langaphambili

Umbiko unikela kucatsanisa lokufanele ume kancane kukho: injini yemoya yatsatsa cishe iminyaka lengemashumi lasiphohlongo kutsi ifike emaveni lanemholo lophansi, gezi cishe iminyaka lengemashumi lamane, kantsi i-inthanethi cishe lengemashumi lamabili. Ema-model esimanje ekucoca andzaba lehlukile — emave lanemholo lomaphakatsi abe nesigamu setfrafikhi yemhlaba wonkhe ye-ChatGPT ngekhatsi kwetinyanga letisitfupha kusukela yetfulwa.

Loko kusho kutsi ngekwemsebenti, lokuhamba embili lokwakuhlala iminyaka emagagasini langaphambili nyalo kuhlala tinyanga nje. Kufinyelela kulobuchwepheshe akusasiso sintfo lesehlukanisako, ngobe imbangi yakho iyafinyelela kubo ngelilanga lelifanako nawe. Lokwehlukanisako kutsi uyiphendvula ngekushesha kangakanani ibe yinchubo yekusebenta yemihla ngemihla ngekhatsi kwenkampani.

Tintfo letintsatfu tincuma libalulekile: emakhono, kugcila, tintfo letisekelako

  • Emakhono: i-AI yenta imisebenti yekucabanga levamise kudzinga lwati lwebantfu loluyindlala — futsi lendlala ngiyo ngempela imingcele lemkhulu emnotfweni losatfutfuka. Ngako iletsa libalulekile lelikhulu nayingena esikhundleni salwati longenalo, hhayi nayiphindza umsebenti lewenziwa kahle seluvele lucembu lwakho.
  • Kugcila: linani lelincane letinkampani emnotfweni lomncane lilawula ema-model lasezingeni lelisetulu, ema-chip lawo lancike kuwo kanye nema-data centre lawasebentisako. Loku kudala ingoti yekuncika kumphakeli munye, kodvwa kusho nekutsi ungalungisa ema-model lasavele alungile ngaphandle kwekusebentisa tigidigidi wakha luhlelo kusukela ekucaleni.
  • Tintfo letisekelako: i-AI isebenta kahle kakhulu lapho ingcalasizinda yetsembekile, imfundvo ikahle, tikhungo tinemandla futsi kukhona imininingwane ngelulwimi lwendzawo. Kungabikho kwaletintfo letisekelako ngiko lokwenta umtselela uphuze kufika, noma i-model ingaba nemandla kangakanani.

Luhlaka lwekusebenta: yemukela, bese ujwayeta, bese uyachubeka

Umbiko uchaza tigaba letintsatfu, ngasinye sibita kakhulu futsi sidzinga lokunyenti kunalesingaphambi kwaso:

  • Kwemukela kuyindzawo lefanele yekucala: kusebentisa emathulusi lasavele akhona kute ushesise basebenti bakho futsi wentjiswe tincumo takho. Tindleko letiphansi, umtselela losheshako.
  • Kujwayeta kulapho kunenzuzo lenkhulu khona, ngekusho kwembiko. Lithulusi lelicecesheliwe kulomunye umnotfo lingaveta tincomo letingahambisani nesimo sakho, nelulwimi lwemakhasimende akho nobe nemitsetfo yelive lakho. Kujwayeta kusho kutsi sixazululo sisebenta ngemininingwane yakho, ngesi-Arabhu futsi ngekhatsi kwetinchubo takho.
  • Kuchubeka kusho kwakha ema-model lasembili kakhulu kanye nengcalasizinda letinika emandla. Yindlela lenzima kakhulu futsi lebita kakhulu kunato tonkhe, ledzinga ema-chip, ema-data centre lamakhulu, imininingwane yekucecesha lenkhulu kakhulu kanye nebacwaningi bemazinga emhlaba. Umbiko ukhuluma ngco utsi akusiyo inhloso lengenteka esikhatsini lesifishane emnotfweni lomnyenti losatfutfuka — futsi ngaloko, akusiyo inhloso lengenteka etinkampanini letinyenti.
Umtsetfo longahamba nawo: cala ngekwemukela ngobe kushibhile futsi kuyashesha, tjala timali ngekutimisela ekujwayeteni ngobe lapho kulapho kunenzuzo yangempela khona, futsi ungene esigabeni sekuchubeka kuphela nangabe kwakha i-model ngokwayo kulibhizinisi lakho langempela.

Kungani tinhlelo te-AI time ngisho noma i-model inemandla?

Ngalokuvamile kungobe tintfo letisekelako atikho. Inkampani ibhalisela lithulusi lelinekhono, bese itfola kutsi imininingwane yayo isakateke emaspredishithini nasemilayetweni ye-WhatsApp, kutsi lilunye ligatja libita umkhicito lofanako ngelinye libito, nekutsi kute lonesibopho sencazelo yinye yaloko lokushiwo "yi-oda leliphotfuliwe". I-model ayehluleki lapha — ayinayo nje intfo lehlelekile yekusebenta ngayo.

Ngako luhlelo lolufanele nalu: kucala hlanta imininingwane yakho futsi uxhumanise emasistimu akho, bese wengeta lungcweti lwebuhlakani ngetulu. Inkampani lenesistimu yekusebenta lehlelekile ibona umtselela ngekhatsi kwemaviki; inkampani lengenayo ikhokhela lithulusi lekugcine kungekho muntfu lolisebentisako.

Luhlelo lwemalanga langemashumi layimfica lwekusebentisa lolu luhlaka

  • Emalanga 1-30, yemukela: khetsa inchubo yinye lebita kakhulu, lephindvwa-phindvwa futsi lekalekako — kuphendvula imibuto yemakhasimende, kukhipha imininingwane kuma-invoyisi, kufingcisa tinkontileka. Yisebentisele lithulusi lelisavele lilungile bese ukala sikhatsi lesongiwe ngaphambi nangemuva.
  • Emalanga 30-60, lungisa tintfo letisekelako: hlanganisa endzaweni yinye imininingwane lesemuva kwaleyo nchubo, ucacise imvume, futsi ubhale tincazelo letabelwana ngato temagama emacembu akho angavumelani ngawo.
  • Emalanga 60-90, jwayeta: yakha sixazululo ngemininingwane yakho, ngelulwimi lwakho nangetinchubo takho, bese usixhumanisa nemasistimu akho lakhona nge-API — kugunyata kwekugcina kusele etandleni temuntfu lonesibopho.
  • Emuva kwaloko: nweba uye eceleni kuya enchubweni yesibili ngendlela lefanako. Ungavuli tindzawo temzabalazo letisihlanu ngesikhatsi sinye.

Loku ngiko ncamashi lesikwakhako e-Origami: emasistimu lentiwe ngekuya ngetidzingo lecala ngekuxhumanisa imininingwane yenkampani, bese kwengetwa lungcweti lwe-AI ngetulu ngesi-Arabhu nangekhatsi kwetinchubo tebhizinisi tangempela, kuze umtselela ukalwe kunekutsi ube lucwaningo nje.

Imitfombo