Utitshala wesikolo samabanga aphantsi samazwe ngamazwe onamava eminyaka eli-11 uphuhlise i-apu elungiselelwe iklasi yakhe, exhaswe yi-AI yokucebisa iincwadi zokufunda esebenzisa i-"vibe coding"—inkqubo yokwenza isoftwe ngokuchaza iimfuno ngolwimi oluqhelekileyo kubuntlola bokwenziwa (artificial intelligence). Le nkqubo yaqala ngoMeyi 2025 yaza yasungulwa ngoNovemba 2025, kwaye idibanisa abafundi neencwadi ezifanelekileyo ezikwikhathalogu yethala leencwadi lesikolo eneencwadi ezingama-10 000. Lo titshala usebenzise izixhobo ezifana ne-Microsoft Copilot kunye ne-Claude yakwa-Anthropic kwi-Mac eneminyaka eli-12 ubudala ukwakha le nkqubo, efaka iikhathalogu zamathala eencwadi ngeefayili ze-CSV ize izihlalutye xa ithelekiswa neeprofayili zabafundi ezineeminyaka yabo yokufunda, izinto ezinomdla kubo, kunye nezihloko zekharityhulam.

I-apu ephuhlisiweyo ivelisa uluhlu olulungiselelwe umfundi ngamnye olunxulumene neencwadi ezimalunga nama-50 ezicetyiswayo nezicwangciswe ngokokubaluleka kwazo. Ukukhusela ubumfihlo, iiprofayili zabafundi kunye neenkcukacha zenkqubela-phambili yabo—kuquka iincwadi ezifundiweyo, uphononongo, amaphuzu afunyenweyo, kunye namanqaku eemvavanyo zokuqonda—zifikelelwa kuphela ngootitshala nabasebenzi bamathala eencwadi esikolo. Ukwakha le nkqubo kwafuna ukoyisa imingeni yezobuchwepheshe, efana nokulawula ii-API calls zemifanekiso yamaqweqwe eencwadi kunye nokufumana kwakhona iifayili ezilahlekileyo, apho umphuhlisi waphawula ukuba ukutshintsha ukusuka kwi-Copilot ukuya kwi-Claude kwaphucula kakhulu ukuthembeka kophuhliso.

Le projekthi ibonisa utshintsho olwenzekayo kubuchwepheshe bezemfundo (educational technology), apho ootitshala abangenamvelaphi yobunjineli besoftwe banokuphepha isoftwe ebiza kakhulu nengaguqukiyo ngokuzakhela ezabo izixhobo. Uphuhliso olukhawulezayo lwee-LLM phakathi kwasekupheleni kuka-2025 naphakathi ku-2026 lubonisa indlela u塚cwangciso-nkqubo lweelwimi zendalo (natural-language programming) oluthoba ngayo imiqobo yezobuchwepheshe ekudaleni isoftwe. Ezikolweni, oku kubonisa ikamva apho isoftwe inokwenziwa ngokweemfuno zendawo kwaye ilungiselelwe iikharityhulam ezithile zegumbi lokufundela ngaphandle kokufuna uhlahlo lwabiwo-mali olukhulu lwe-IT.

Kwizikolo zaseMzantsi Afrika ezijongene nohlahlo lwabiwo-mali oluqingqiweyo kunye namazinga awahlukeneyo okufunda, le ndlela ibonisa indlela ootitshala abanokuthi ekugqibeleni badlule ngayo kwiilayisensi zesoftwe ezibizayo ukuze bakhe izixhobo zokufunda zasekuhlaleni ezihambelana nekharityhulam yesizwe.