Kufaka imininingwane ngesandla: nini sistimu ifundza liphepha

Kwenta kufakwa kwemininingwane kuhambe kodvwa kusho kutsi sistimu ifundza liphepha lolitfolako, njengencwadzi yekulethwa kwetimphahla, lifomu lesicelo nome i-imeyili yalotsengako, ikhiphe tikhala talo, iticatsanise naloko lesevele ikwati, bese itfumela konkhe lokungakaciniseki kusisebenti kutsi sikuhlole, esikhundleni sekutsi lesisebenti sibhale sikhala ngasinye ngesandla. Ku-ncenye 3 yeluchungechunge wakha indlela yemvume lecacile. Lencenye yesine kuleti-7 ikunika tigaba leti-4 lephasa kuto liphepha, imiphumela leme-3 lengenteka kuliphepha ngalinye, kanye nemsebenti weliviki linye wekukala kutsi ufaka kangakanani ngesandla ngempela.

Kufaka imininingwane ngesandla kucashe kuphi

Akekho lobita lomsebenti ngelibito lawo, ngoba usakateke etigabeni letinyenti futsi incenye ngayinye ibonakala incane. Kodvwa funa noma nguliphi liphepha lelifika livela ngaphandle bese libhalwa sisebenti ehlelweni lelitsite, futsi utawutfola lomsebenti etindzaweni letinjenga leti:

• Emaphepha ebaphakeli: emanani lacashunwako, luhlu lwetimphahla, titifiketi tekuhambisana kanye nema-oda ekuphakela lacinisekisiwe, lafika anjenge-PDF nome titfombe, bese tinombolo tawo tikopishelwa esistimu.
• Tincwadzi tekulethwa kwetimphahla: liphepha lelisayinwe ngulowemukelako libuya nemshayeli, bese kuba nalofaka emanani netinsuku ngesandla. Sachaza kutsi kungani lelophepha libalulekile ku-Bufakazi bekulethwa: i-invoyisi icala ngesiginesha.
• Emafomu eticelo: kuvulwa kwe-akhawunti yalotsengako lomusha, sicelo semsebenti nome sicelo senkonzo, lokugcwaliswa ephepheni nome efayilini bese kuphindze kubhalwe.
• Ema-imeyili alabatsengako: i-oda lelibhalwe emlayetweni nome kulokunanyatiselwe, lelifundvwa sisebenti bese siliguqula libe yi-oda esistimu.

Akukho lokubi ngekutsi licembu lisebenta ngalendlela lamuhla; letisebenti ngito letati kutsi emaphepha ehlukana kuphi nekutsi labatfumelako benta emaphutsa kuphi. Inkinga akusibo. Inkinga kutsi sikhala ngasinye sibhalwa kabili: kanye ngulowo lotfumelako, kanye nguwe.

Indlela sistimu lefundza ngayo liphepha: tigaba leti-4

Kufundza ngemshini akusiwo umlingo. Kuluchungechunge lwetinyatselo lolucacile longalichaza elicenjini lakho ngemizuzu lembalwa:

• Kwemukela: liphepha lifika endzaweni yinye leyatiwako, njengelibhokisi le-imeyili lelibekelwe loko, lifolda nome sitfombe lesitsetfwe nge-app yeselula, esikhundleni sekusakateka kumaselula etisebenti.
• Kukhipha: kubona tinhlavu ngemehlo emshini (OCR) kushintja sitfombe sibe ngumbhalo, bese imodeli ye-AI ibona tikhala lotidzingako: libito lemphakeli, lusuku, timphahla, emanani. Umehluko kutsi i-OCR ifundza tinhlavu, kantsi imodeli iyacondza kutsi ngutiphi tinhlavu letingetesikhala lesitsite noma kuhleleka kushintja.
• Kucinisekisa: sistimu icatsanisa loko lekukhiphile naloko lesevele ikwati. Umphakeli ubhalisiwe yini? Imphahla ikhona yini eluhlwini lwakho lwetimphahla? Linani lelisencwadzini yekulethwa liyahambisana yini ne-oda yekuphakela?
• Kucondzisa: nangabe liphepha liphumelela ekucinisekiseni, lingena esistimu; nangabe lingaphumeleli, liya kumuntfu kutsi alihlole, njengoba kuchazwa encenyeni lelandzelako.

Nangabe emaphepha akho lamuhla asakateke emkhatsini we-imeyili, emafolda nemaphepha, cala ngesigaba sekwemukela ngaphambi kwanoma nguyiphi i-AI. Utawutfola kutsi ungakuhlela njani ku-Kuphatsa emaphepha nekugcina ngendlela yedijithali.

Kuciniseka nemugca wekuhlola: lapho umuntfu ahlala khona

Nangabe imodeli ikhipha sikhala, isinika nemaphuzu ekuciniseka, lokusho kulinganisa kutsi iciniseke kangakanani kutsi isifundze kahle. Kushicilela lokufiphele, sigcivito phetulu kwenombolo nome lithebula lelingakavami kwehlisa lamaphuzu. Kute maphuzu ekuciniseka lasho kuciniseka ngalokuphelele, ngako asetsembeli kunombolo yekunemba yayo yonkhe yanoma ngubani. Esikhundleni saloko sincumo sisekelwe emiphumeleni leme-3 lengenteka kuliphepha ngalinye:

• Lingena ngco: nangabe kuciniseka kungetulu kwemkhawulo lowubekwe yinkampani yakho futsi tikhala tiphumelela kuyo yonkhe imitsetfo yekucinisekisa.
• Liya emugceni wekuhlola: nangabe kuciniseka kuphansi okungenani esikhaleni sinye, nome nangabe kukhona lokungahambisani naloko sistimu lekwatiko. Umugca wekuhlola luhlu lwemisebenti lapho sisebenti sibona khona liphepha lekucala eceleni kwetikhala letikhishiwe, bese silungisa kuphela sikhala lesingabatekako esikhundleni sekubhala liphepha lonkhe.
• Libuyiselwa nome liyaliwa: nangabe liphepha lingaphelele, lingafundzeki nome livela kulotfumelako longatiwa, bese lotfumelako ucelwa kutsi atfumele ikhophi lecace kakhulu.

Cala ngemkhawulo lophakeme lotfumela emaphepha lamanyenti kutsi ahlolwe emavikini ekucala, bese uyehlisa kancane kancane njengoba ubona wena ngekwakho, elirekhodini lekulungisa, kutsi sistimu ishaya kuphi nekutsi iphutsa kuphi. Kulungisa ngakunye kwalohlolako kuhlala elirekhodini, ngako lophetse uyati kutsi nguyiphi inhlobo yeliphepha ledzinga imitsetfo leminyenti.

Loko longakushiyi esistimu yodvwa

Kufundza ngemshini kususa kuphindvaphindva, kodvwa letinye tincumo tihlala kumuntfu njalo: liphepha lelivela kumphakeli longakaze usebente naye, linani lelendlula umkhawulo wemvume, linani letimphahla lelingahambisani ne-oda yekuphakela. Leti timo letehlukile, lokusho timo lapho umtsetfo ungasebenti khona futsi kudzingeka sincumo. Kulokunye lokungentiwa yi-AI lamuhla bantfu basaphetse, buka Tinchubo leti-7 i-AI lengatenta enkampanini yakho lamuhla.

Emaphepha lamanyenti kulawa aneminingwane yemuntfu, njengeticelo temsebenti nemafomu ekuvula ema-akhawunti alabatsengako. Umtsetfo Wekuvikelwa Kwemininingwane Yemuntfu (PDPL) loshicilelwe kusayithi ye-SDAIA usho ku-Article 19 kutsi lophetse imininingwane kufanele atsatse tinyatselo netindlela tetinhlangano, tekuphatsa netebuchwepheshe letidzingekako kuze kuvikelwe imininingwane yemuntfu. I-Article 29 ibeka imibandzela yekutfumela imininingwane yemuntfu ngaphandle kweMbuso, lokubalulekile nangabe lithulusi lakho lekufundza lisebenta kumaseva langaphandle kwelive. I-Article 31 iphocelela lophetse kutsi agcine emarekhodi emisebenti yekucubungula imininingwane yemuntfu sikhatsi lesibekwe yimitsetfo. Buta kutsi emaphepha acubungulwa kuphi ngaphambi kwekukhetsa noma nguliphi lithulusi, bese ucinisekisa imininingwane ne-SDAIA nome nelummeli; lena akusiso seluleko setemtsetfo.

Umbono we-Origami

Siyinkampani yebuchwepheshe yaseSaudi lena yakha emasistimu, ema-app, kuhlanganiswa kwemasistimu kanye netisombululo te-AI. Nasakha kufundza kwemaphepha, sicala ngenhlobo yinye yeliphepha lelivamile bese sicoca tibonelo tangempela netisebenti letilifaka lamuhla, ngoba ngito tekucala kwati kutsi kuhleleka kwalo kushintja kuphi nekutsi labatfumelako benta emaphutsa kuphi.

Sakha umugca wekuhlola ngaphambi kwekukhipha ngekwako: ngubani lohlolako, nguwuphi umkhawulo lotfumela liphepha lapho, nekutsi kulungisa ngakunye kugcinwa kuphi. Inzuzo ayikho ekutsini sistimu ifundze konkhe, kodvwa ekutsini iyati kutsi nini ingakaciniseki. Utawutfola imininingwane yaloko lesikwakhako ekhasini letinsita tetfu.

Umsebenti: liviki linye, inhlobo yinye yeliphepha

Khetsa inhlobo yinye yeliphepha leliphindvaphindvwako ebhizinisini lakho, njengetincwadzi tekulethwa kwetimphahla nome emafomu alabatsengako labasha, bese kuleliviki linye lemsebenti ubhale:

• Mangakhi emaphepha lafikile alenhlobo kulelo liviki, nekutsi afike ngayiphi indlela: i-imeyili, i-WhatsApp nome liphepha.
• Kutsatsa imizuzu lemingakhi kufaka linye nalinye, ngekukala okungenani emaphepha la-10 ngewashi lekukala sikhatsi leselula.
• Tingakhi tikhala letibhalwa sisebenti kuliphepha ngalinye.
• Mangakhi emaphepha labedzinga kulungiswa ngemuva kwekufakwa, nekutsi kungani.
• Nangabe liphepha linemininingwane yemuntfu, nekutsi ligcinwa kuphi ngemuva kwekufakwa.

Phindzaphindza linani lemaphepha ngemizuzu lemaphakatsi, futsi utawati kutsi mangakhi emahora ngeliviki laya kulenhlobo yinye kuphela. Lenombolo loyikale wena ngekwakho ngiyo sisekelo sesincumo sekwenta tintfo tihambe todvwa, futsi yetsembekile kwendlula noma nguyiphi iphesenti yekonga yayo yonkhe.

Encenyeni lelandzelako

Nasesistimu ifundze liphepha, kusala umbuto munye: imininingwane iya kuphi ngemuva kwaloko? Incenye 5 yeluchungechunge, Kuhlanganisa emasistimu akho: kuphela kwekukopisha nekunamatisela, ichaza kutsi lwatiso ngalunye luba nesistimu yinye leyinikati yalo njani, nekutsi luhamba njani emkhatsini wetinhlelo ngaphandle kwekutsi kube nalophindza alubhale.

Imitfombo

• Umtsetfo Wekuvikelwa Kwemininingwane Yemuntfu (PDPL) — Sigungu SaseSaudi Setemininingwane Nebuhlakani Lobentiwe (SDAIA) — Article 19 mayelana netinyatselo tetinhlangano, tekuphatsa netebuchwepheshe, Article 29 mayelana nekutfumela ngaphandle kweMbuso, kanye ne-Article 31 mayelana nemarekhodi emisebenti yekucubungula.
• Imitsetfo Yekusebentisa Umtsetfo Wekuvikelwa Kwemininingwane Yemuntfu — SDAIA