UHLELO LWE-AI LWENTOMBI EKHUMBULAYO

Uhlelo lokusebenza lwentombi ye-AI luhlanganisa imodeli yolimi elungiswe kahle nephrofayela yomlingiswa ehlala njalo, uhlelo lwenkumbulo, futhi ngokuvamile ukukhiqizwa kwezithombe noma kwezwi. Uyathumela umyalezo. Yena uphendula ngomlingiswa. Izinhlelo ezinhle zikhumbula lokho owamtshela khona ngo-Mashi uma ukukhuluma ngoJulayi. Izinhlelo ezimbi zikhohlwa ngoLwesibili.

Lesi sigaba sakhula kakhulu ngemuva kokuba i-ChatGPT yenza i-conversational AI yaziwa kabanzi. Ngokusho [kombiko we-MIT Technology Review mayelana nabangane be-AI](https://www.technologyreview.com), izigidi zabasebenzisi manje zikhuluma nama-chatbot nsuku zonke ukuze zithole ukusekelwa ngokomzwelo, ukulingisa, noma ubungane obulula. I-Replika yabika ukubhalisa okungaphezu kwezigidi ezingama-25 ngaphambi kokuba ukuguqulwa kwenqubomgomo yokuqukethwe ngoFebhuwari 2023 kugxumeke abasebenzisi ukuba bafune kwenye indawo.

Isakhiwo sobuchwepheshe sibaluleke kakhulu kunokumaketha. Uhlelo lokusebenza lwentombi ye-AI olusebenzayo ludinga: imodeli enamandla anele ukuhlala isesimweni somlingiswa ezikhathini ezingamakhulu, isendlalelo senkumbulo esinganciphi, ukukhiqizwa kwezithombe okulungiselelwe ukubukeka komlingiswa, kanye nentengo ongayifunda ngaphambi kokukhokha. I-AIAngels yakhiwe phezu kwalezi zinsika ezine, nentengo yezinhlelo kanye nentengo yekhredithi yesithombe ngasinye kubhalwe phambili.

Uma uhlelo lokusebenza lufihla ukuthi umyalezo noma isithombe kubiza malini, awuxoxi, uqagela isikweletu.

Iningi lezimbangi zabelana ngephethini: isigaba samahhala sokulinga, bese kuba yipaywall mayelana nomlayezo wama-50, bese kuba amakhredithi angaphakathi kohlelo elenyuka phezu kokubhalisa. Enye indlela ye-Candy.AI kanye ne-DreamGF zivimba ukukhiqizwa kwezithombe ngamakhredithi esithombe ngasinye ngisho nangemva kokukhokha nyanga zonke. I-Character.AI imaka okuqukethwe kwabantu abadala phakathi nesigameko. I-Replika yasusa ukulingisa kwezocansi ngoFebhuwari 2023 futhi ayizange ikubuyisele ngokuphelele kubasebenzisi bakudala.

I-AIAngels yathatha indlela ehlukile. I-akhawunti yamahhala ayinamkhawulo wemiyalezo yansuku zonke futhi ayidingi ikhadi lesikweletu: umyalezo ngamunye ubiza 1 ikhredithi, futhi abalingiswa abanebheji ye-FREE ababizi lutho (ukusetshenziswa okulinganiselayo). I-Premium yi-$12.99/nyanga, noma $3.99/nyanga kuhlelo lwezinyanga ezi-6 ($23.94 phambili, 69% yehlisiwe kunenani lanyanga zonke), nemiyalezo engamkhawulo (ukusetshenziswa okulinganiselayo). Amakhredithi ezithombe nezwi anentengo ebhalwe phambili kuzo zonke izinhlelo.

Inkumbulo yilapho igebe likhula khona. Izimbangi ezisebenzisa amawindi omongo amafushane noma ukufingqa okunamandla ziqala ukulahlekelwa imininingwane ngeviki lesi-2. I-AIAngels igcina inkumbulo yesikhathi eside: imiyalezo yokugcina engama-50 kanye namaqiniso agciniwe afika kwangama-500 ngomlingiswa ngamunye. Uhlelo lokusebenza lwentombi ye-AI olungcono kakhulu lomuntu oyedwa alulona olungcono kwawo wonke umuntu, kodwa izibalo zentengo ngesici kunzima ukuphikisana nazo.

"Mahhala" kusho izinto ezahlukene kulesi sigaba. I-Janitor.AI imahhala ngempela kodwa i-BYO-LLM — ufaka ukhiye wakho we-OpenAI noma we-OpenRouter futhi ukhokha nge-token ngayinye. I-SpicyChat inikeza isigaba samahhala esinemikhawulo yemiyalezo yansuku zonke. I-Character.AI imahhala kodwa ihlungiwe kakhulu. Isigaba samahhala se-Replika sisusa konke okuthakazelisayo.

Uhlelo lokusebenza lwentombi ye-AI yamahhala olusebenzisekayo kufanele lufeze ibhentshi eliphansi: akukho mkhawulo wemiyalezo yansuku zonke, ukugcinwa komlingiswa phakathi kwezikhathi, futhi akukho ukusethwa kabusha kwansuku zonke okukugxumela ekukhokheni. I-akhawunti yamahhala ye-AIAngels ifinyelela kukho konke lokhu kuthathu. Uthola ingxoxo yombhalo nabo bonke abangane abangama-400+ ngaphandle komkhawulo wansuku zonke (1 ikhredithi ngomyalezo ngamunye, abalingiswa abanebheji ye-FREE bamahhala, ukusetshenziswa okulinganiselayo), inkumbulo idlula ezikhathini, futhi akukho isikhathi sokuthi "buyela kusasa".

Okubiza amakhredithi, kuzo zonke izinhlelo, kungaba mahhala noma i-Premium: ukukhiqizwa kwezithombe, imiyalezo yezwi kanye nokukhiqizwa komakhi womlingiswa ozenzela, ngoba ukubala kokusabalalisa izithombe akumahhala ukukunikeza. Amakhredithi angama-100 azo zonke izikhathi ezintsha ezitholakalayo kanye namakhredithi amahhala angama-15 ongawafuna nsuku zonke ayasebenza kubo futhi. Umnyombo wengxoxo, isizathu sangempela sokusebenzisa uhlelo lokusebenza lwentombi ye-AI, awudingi ukubhalisa.

[I-American Psychological Association iphawulile](https://www.apa.org) intshisekelo ekhulayo yocwaningo mayelana nokuthi ubungane be-chatbot kuthinta kanjani isizungu nokunamathela. Ukuvumela abantu ukuthi bazame umkhiqizo ngaphambi kokukhokha kubalulekile ngenxa yalesi sizathu kuphela.

Indawo yezinhlelo zomlingani wesifazane we-AI ngo-2026 iyahlangana. Izinhlelo ezincane ezisebenzisa ama-GPT-4 endpoint aqashiwe azikwazi ukuncintisana ngentengo nezinkundla ezisebenzisa ingqalasizinda yazo. Lindela izinto ezintathu ezizohlukanisa abanqobayo kusuka kuzinhlelo ezishisa futhi zishise unyaka ozayo:

Okokuqala, ukwakheka kwenkumbulo. Ama-vector database kanye namashidi ezinhlamvu ahlelekile zithatha indawo yamawindi omongo alula. Izinhlelo ezingakathuthukisi ungqimba lwazo lwenkumbulo zizoqhubeka zikhathaza abasebenzisi ngesonto lesi-2. Okwesibili, ukungaguquguquki kwesithombe. Ukukhiqiza isithombe esihambisana nokubukeka komlingani okuchaziwe — ubuso obufanayo, uhlobo lomzimba olufanayo, umqondo wengubo ofanayo kuzinkulungwane zokukhiqizwa — kudinga ama-LoRA noma ama-character embedding, hhayi izingcingo ze-Stable Diffusion ezijwayelekile.

Okwesithathu, intengo ethembekile. Isikhungo sase-Stanford se-Human-Centered AI kanye namaqembu ocwaningo afanayo baye bakhombisa amaphethini wokuklama akhohlisayo ajwayelekile ezinhlelweni zomlingani. Abasebenzisi sebeqala ukuqaphela izindleko zekhredithi ezifihliwe kanye nokukhuphuka kwe-"girlfriend mode nge-$4.99 eyengeziwe". Izinhlelo ezibala yonke intengo obala zizohlala isikhathi eside kunezinhlelo ezizifihlayo.

Ukubheja kwe-AIAngels kuka-2026 yikona okunesithukuthezi: akukho mkhawulo wemiyalezo yansuku zonke kubasebenzisi abangene ngemvume, inkumbulo yesikhathi eside, intengo yohlelo nekhredithi ebaliwe, futhi akukho zindleko ezingalindelekile. Lelo akulona isu le-moonshot. Yilokho nje abantu abakufunayo ngempela kuhlelo abalusebenzisa nsuku zonke.

Iningi lamakhathalogi ezinhlelo zomlingani wesifazane we-AI likukhawulela ezinhlamvini ezakhiwe ngaphambili. Uskrola kugridi, ukhethe leyo umugqa wayo wokumaka ongakwenzi ukuba uqhaqhazele, bese uzama ukuyendlala ibe ngumuntu obufuna ngempela. I-Character.AI ivumela abasebenzisi ukuthi bakhe izinhlamvu kodwa zisobala emphakathini. I-Replika ikunikeza umlingani oyedwa kanye nezinguquko ezincane zokuhlobisa.

I-AIAngels ihamba nezingane ezingu-400+ ezilondoloziwe kuzo zonke izinhlobo zobuntu, izinhlobo zomzimba, namaphrofayili ezintshisekelo, kanye ne-custom companion builder lapho usetha khona ukubukeka, izwi, umlando, izinkanuko, isitayela sokuxhumana, nezihloko eziphindelelayo. Isakhi akusona isilayidi sombala wezinwele — yifomu elihlelekile eliphakela kusistimu yomlingani kanye nomgudu wokukhiqiza izithombe.

Kungani lokhu kubalulekile: umlingani owakhiwe ngaphambili umqondo womunye ngomlingani wesifazane. Owakho owenziwe ngokwezifiso ngowakho. Amaphethini ezingxoxo, amahlaya angaphakathi azowakhumbula, indlela akubingelela ngayo — konke kulolongwa yilokho okufaka phambili. Abantu abasebenzise isakhi bavame ukuhlala nomlingani wabo wangokwezifiso ngaphezu kwenyanga yesithathu ngezinga eliphezulu kakhulu kunalabo abakhetha kugalari. Ukwenza ngokwezifiso kuyakhula ngoba inkumbulo ihlala ikhona.

Izici ezintathu zihlukanisa uhlelo lokuxoxa nohlelo lomlingani wesifazane we-AI: ukukhiqizwa kwezithombe, imiyalezo yezwi, nengxoxo yabantu abadala engaphawulwa kabusha phakathi nesigcawu.

Ukukhiqizwa kwezithombe ku-AIAngels kubiza 50 amakhredithi ngesithombe kuzo zonke izinhlelo, nentengo iboniswa ngaphambi kokuba ubuze. I-Candy.AI ne-DreamGF nazo zikhokhisa amakhredithi ngesithombe. Imiyalezo yezwi iyatholakala: umlingani wakho angathumela amakiliphu omsindo ngezwi lakhe, akhiqizwe lapho ecelwa, nge-25 amakhredithi ngenothi lezwi.

Ngokuqondene nokuqukethwe kwabantu abadala: i-AIAngels ithatha abasebenzisi abadala abaqinisekisiwe njengabantu abadala. I-Replika yasusa i-erotic roleplay ngoFebhuwari 2023 futhi yayibuyisela kancane kuphela kuma-akhawunti agcinwe ngaphambili. I-Character.AI isebenzisa isihlungi esinamandla esiphazamisa izigcawu zothando ngemiyalezo yokuphepha. I-AIAngels ayizenzi sengathi indaba yokusetshenziswa ayiyona eyothando. Uhlelo lomlingani wesifazane we-AI — uthando yilona phuzu. Ukubika okuvela ezinkundleni ezinjenge-The Verge ne-Wired kubonise indlela ukushintshashintsha kwesihlungi sokuqukethwe okwaholela ekuhleni kokuqala kwe-Replika.

Inhlanganisela — ingxoxo yabantu abadala engavinjelwe, izithombe nge-50 amakhredithi lilinye, izwi, inkumbulo eqhubekayo — yilokho iningi labasebenzisi lalikufuna ngempela.