Incenye yekucala ikhombise kutsi inkinga akusiyo inhloso yenkampani kodvwa sikhala sesikhatsi: likhasimende liyabuta, imphendvulo ifika sekwephutile, bese sivumelwano siya kulowo lophendvule kucala. Sitsite imphendvulo lensha ibitwa ngekutsi ngumsiti we-AI. Kodvwa lelibinzana nyalo lidayiswa kuyo yonkhe intfo, kusuka emphendvulweni yekutentekela lembi kakhulu kuya eluhlelweni lwangempela. Kute wente sincumo uvulekile emehlo, kudzingeka wati kutsi kwenzekani ngempela emkhatsini wekufika kwemlayeto welikhasimende lakho nekuphuma kwemphendvulo.

Akukho ticumbuluso tebuchwepheshe lete lusito kuwe. Njengemnikati webhizinisi, kubalulekile imibuto lemitsatfu: uyacondza njani, uyati kuphi inkampani yakho, futsi kungani ngalesinye sikhatsi ukhuluma liphutsa? Kuyiphendvula kukwenta ube ngumtsengi lonelwati esikhundleni sekuba ngumtsengi wetetsembiso.

Titukulwane letintsatfu, futsi umehluko usebunjeni, hhayi ebukhulwini

Situkulwane sekucala: imphendvulo lelungiselelwe. Umlayeto munye lotfunyelwa kubo bonkhe labakubhalela: siyabonga ngekuchumana natsi, sitawuphendvula masinyane. Ayicondzi lutfo futsi ayiphendvuli lutfo; kubaluleka kwayo lokukodvwa kukutjela likhasimende kutsi umlayeto ufikile. Emakhasimende lamanyenti ayifundza njengesatiso, hhayi njengemphendvulo.

Situkulwane sesibili: i-bot yemagama lasemcoka nemamenyu. Bhala 1 kuze utfole emanani, noma 2 kuze ubhukhe sikhatsi. Iyasebenta nangabe likhasimende lihamba endleleni loyidvwebile, bese iyawa emshwaneni wekucala lophuma ngaphandle kwemenyu. Lesi ngiso situkulwane lesenta bantfu babe nemcondvo lomubi ngetimphendvulo letitentekelako: likhasimende libhala umbuto locacile bese libuyiselwa luhlu lolungenawo lowo mbuto.

Situkulwane sesitsatfu: umsiti lowakhelwe ku-model yelulwimi. Awuyitingeli ligama lelisemcoka futsi awulandzeli indlela. Ufundza umusho ngendlela sisebenti lesiwufundza ngayo: uyacondza kutsi likhasimende lelibuta kutsi nitsatsa malini ngalentfo libuta ngelinani, nekutsi mhlawumbe kusasa ngo-5 ngumbuto mayelana nesikhatsi lesibhukhiwe, hhayi kucinisekisa kwaso. Sikhala emkhatsini wesitukulwane sesibili nesesitsatfu akusikho kutsi sesitsatfu sihlakaniphe kancane; kutsi siyasebenta ngaphandle kweskripthi lowasibhala, futsi loko kunguko ncamashi emakhasimende angempela lahlala akwenta.

Uwucondza njani umlayeto lobhalwe ngesigodzi, ngemafinyeto nangemaphutsa ekubhala

I-model yelulwimi luhlelo lolucecelwe ngenanani lelikhulu kakhulu lembhalo kuze lukhone kwehlulela kutsi luhlu lwemagama lusho kutsini nekutsi yini lokufanele ilandzele ngekuhlakanipha. Umphumela losebentako kutsi iphatsa lulwimi njengoba lufika ngempela, hhayi njengoba besifisa kutsi lufike: ngesigodzi, nemagama latsite lakhona, nemaphutsa ekubhala, futsi luhlukaniswe ngemiyalezo lemibili lelandzelanako.

Leliphuzu libalulekile ikakhulu emakethe yaseSaudi. Likhasimende lakho alibhali ngesi-Arabhu lesisemtsetfweni; libhala ngendlela lelikhuluma ngayo. Umehluko emkhatsini wemsiti lowucondzako umbuto wenkhulumo yemalanga onkhe mayelana nekuvakashela ligatja lakho kanye nalowo lowuphendvula ngekuchola lucolo ngekutsi akawucondzanga ngumehluko emkhatsini wensita nemahloni. Kwaliteti yesi-Arabhu akusiyo intfo lencane nawucatsanisa basiti; ngiso sisekelo sekucala.

Liphuzu lesibili libaluleke ngendlela lefanako: i-model igcina simo senkhulumo. Likhasimende lelibute ngensita latsite, bese ngemuva kwemiyalezo lemitsatfu libhala kutsi futsi ibiza malini, lisho yona leyo nsita. Umsiti lobutsakatsaka ulahlekelwa yindzaba bese ubuta kutsi usho nsita yini; lonemandla uhlanganisa kucala kwenkhulumo nekugcina kwayo. Lesikhala sibonakala ikakhulu etinkhulumweni letindze, futsi singesinye sizatfu sekutsi kube nemazinga langetulu kwalinye ebasitini.

Imphendvulo ivelaphi? Loku kungiko lokuhlukanisa umsiti wakho nalowo lojwayelekile

I-model yelulwimi ngekwayo iyalwati lulwimi nemhlaba, futsi ayati lutfo ngawe: hhayi emanani akho, hhayi tikhatsi takho tekusebenta, hhayi umtsetfo wakho wekubuyisa timphahla. Nangabe iyekelwa iphendvule ngelwati lolujwayelekile, itawukhicita intfo lebonakala ikholeka ngesimo kodvwa lenephutsa ngekucuketfwe. Kungako umsiti lotsatsa tintfo ngekubaluleka usebenta ngendlela lehluke ngalokuphelele:

  • Umlayeto welikhasimende uyafika.
  • Luhlelo luqale luseshe elwatini lwenkampani yakho: tinsita takho, emanani akho lavunyiwe, emafayela akho, imibuto yakho levame kubutwa netimphendvulo lotibhalile.
  • Lunika i-model leticephu bese luyicela kutsi ibhale imphendvulo lesekelwe kuto tona kuphela.
  • Imphendvulo iphuma ngelitwi lenkampani yakho nangelulwimi lolukhetsile.

Lendlela iyinhlitiyo yendzaba yonkhe: umsiti akakucabangeli, ukhuluma loko lokuvele kwatiwa yinkampani yakho. Loku kusho kutsi kwaliteti yetimphendvulo lotitfolako kukhombisa ngco kwaliteti yelwati lomniketa lona, futsi lesi ngiso sihloko sencenye yesitsatfu yalolu chungechunge.

Kungani ngalesinye sikhatsi ukhuluma liphutsa, futsi yini lekuvimbelako

Liphutsa lelaziwako libitwa ngekutsi kucamba (hallucination): i-model isho, ngekutetsemba lokuphelele, intfo lengekho elwatini lwakho. Imbangela ilula: yakhelwe kucedzela umbhalo ngendlela lekholisako, hhayi kutsi itsi angati. Nangabe ingayitfoli imphendvulo elwatini lwenkampani yakho, itsambekela ekugcwaliseni sikhala.

Ngako umbuto lobaluleke kakhulu lokufanele uwubute kulowo lokutsengisela akusiwo kutsi nguyiphi i-model lehlakaniphe kakhulu, kodvwa kutsi yini leyivimbela kutsi icambe? Imphendvulo lebalulekile ifika ngesimo setilawuli, hhayi tetsembiso: sivalo lesivimbela kusho noma nguliphi linani lelingakavunywa, luhlu lwetihloko lenqaba kutikhuluma, umtsetfo lodlulisela inkhulumo kumuntfu nayingati, kanye nesimo semalungiselelo lapho ibhala khona imphendvulo bese ilindza kuvuma kwesisebenti sakho ngaphambi kwekutfumela. Loko kufanele kuchazwe ngalokugcwele, futsi kuyincenye yesine yalolu chungechunge.

Kungani kunemsiti losheshako nalojulile kakhulu?

Ema-model akusiwo ezinga linye. Lamanye ayashesha futsi ayonga, futsi ahamba embili emibutweni lephindzaphindzwako necondzile: tikhatsi tekusebenta, linani lelimenyetelwe, indzawo, simo se-oda. Lamanye anemandla kakhulu futsi abita kakhulu kuwasebentisa, futsi ayahamba embili nangabe inkhulumo iba yinkimbinkimbi: likhasimende lelicatsanisa tinketfo letimbili, lelikhononda ngelinani, noma lelichaza simo salo ngemiyalezo lemitsatfu lehlukene ngaphambi kwekubuta umbuto munye lohlanganisiwe.

Umtsetfo losebentako wekukhetsa ngewebhizinisi, hhayi wetebuchwepheshe: buka tinkhulumo takho tangempela tenyanga lendlulile. Nangabe linyenti lato kumibuto lefanako nalenemkhawulo, umsiti losheshako wanele futsi utakongela imali. Kodvwa nangabe kuphendvula ebhizinisini lakho kusho kutsengisa kunekuphendvula nje (linani lelikhulu lesivumelwano, likhasimende lelidzinga inchazelo, kucatsanisa nekukholiswa), umsiti lojulile ubuyisa umehluko esivumelwaneni sekucala lasisindzisako.

Umbono we-Origami

Lokwehlukaniswa kungiko ncamashi lesakhela kuko Mahir, umsiti we-AI we-Origami we-WhatsApp. Unemazinga lamabili lacacile esikhundleni selilinye lelikutsengisela loko longakudzingi: Malik, umsiti losheshako nalongabiti emibutweni lephindzaphindzwako necondzile, kanye ne-Mahir, umsiti longuchwepheshe logcina simo senkhulumo lendze futsi aphatse ticelo letihlanganisiwe kanye nekukhononda kwemakhasimende ngaphandle kwekulahlekelwa litwi lenkampani yakho. Ungashintja emkhatsini wawo nobe nini, ngaphandle kwekuphindza uchumanise futsi ngaphandle kwekulahlekelwa yiloko umsiti lokufundzile.

Kute nalinye lawo leliphendvula ngelwati lolujwayelekile. Womabili aphendvula ngelwati lwenkampani yakho njengoba ulufaka: tinsita, emanani, emafayela kanye nemibuto levame kubutwa netimphendvulo lotivumako. Futsi womabili aqala ngekutentekela esimeni semalungiselelo: umsiti ubhala imphendvulo bese ulindza kuvuma kwesisebenti sakho, kuze ubone kwaliteti yawo etinkhulumweni tangempela ngaphambi kwekutsi usho lutfo ngekwawo. Kuvivinya kutsatsa liviki leliphelele kunombolo yenkampani yakho, ngaphandle kwelikhadi lesikweleti.

Sigcino

Umsiti we-AI akusilo libhokisi lemlingo futsi akusiwo bucili bekukhangisa. Luhlelo lolucondza lulwimi lwelikhasimende lakho njengoba libhala ngempela, luphendvula ngelwati lwenkampani yakho kunekutsi luphendvule nge-inthanethi, futsi luhlala ngekhatsi kwemikhawulo loyibekile. Yonkhe incenye leseleko yalolu chungechunge ilandzela kulomusho: nangabe uphendvula ngelwati lwenkampani yakho, umbuto lolandzelako kutsi lolwati ulwakha njani kwekucala, yini lokufanele ibe kulo, futsi yini lelonako. Leyo yincenye yesitsatfu.

Imitfombo

  • Ligunya leSaudi leDatha neBukhalisa Lobentiwe (SDAIA): imigomo neticondziso mayelana nekutiphatsa kwe-AI lekhicitako.
  • Imibhalo lesemtsetfweni ye-WhatsApp Business levela ku-Meta: imitsetfo yekutfumela imiyalezo neye-akhawunti yebhizinisi.
  • Likhasi lelisemtsetfweni lemaphakheji a-Mahir: mnm.origami.sa, kute utfole imininingwane yemazinga nekuvivinya kwamahhala.