Amathuluzi Okuthola I-AI Enza I-AI Ibonakale Kanjani?

Ukungafihli kwe-AI kuyinsika ebalulekile ekusebenziseni ubuchwepheshe be-AI ngendlela efanele. Njengoba i-AI iqhubeka nokuba nomthelela ezimbonini, siye saqonda ukuthi lezi zinhlelo azisebenzi nje kuphela kodwa zithembekile futhi. Ukubaluleka kokungafihli kulele kulezi zindawo ezintathu: ukwakha ukwethembana, ukucabangela izimiso zokuziphatha, kanye nokunciphisa ukuchema. Uma siyibona ngokuziphatha, kusho ukuthi i-AI yamukelekile emphakathini futhi ihambisana nemikhuba namagugu omphakathi. Isibonelo, uma noma ubani esebenzisa i-AI ukuze agunyaze imalimboleko noma ukwelashwa, indlela eyisebenzisayo kufanele yamukelwe ngokwezimiso zokuziphatha futhi angagwemi noma yiziphi iziqondiso zesimilo.

Manje, siqonde ukuthini ngokuncishiswa kokuchema? Ukuncishiswa kokuchema kwenzeka lapho idatha evela kumasistimu e-AI ichemile. Ngenxa yalokho, izinqumo ze-AI zizobonisa lokhu kuchema. I-Transparent AI ivumela amasistimu ukuthi askene ukuchema okungaba khona kokuthi idatha isetshenziswa kanjani. Lokhu akukhona nje kuphela ngokungenzeleli kodwa futhi nokunemba nokusebenza ngempumelelo. Imiphumela ye-AI echemile ingathinta nezimpilo zabantu.

Ukwakha ukwethembana kuyinzuzo evelele kakhulu yokungafihli kwe-AI. Lapho abasebenzisi beqonda ukuthi amasistimu e-AI azenza kanjani izinqumo zabo, cishe bazobathemba empilweni yabo yomuntu siqu kanye neyomsebenzi.

Ukushoda kwe-AI obala kuholela kuphi? Ngakolunye uhlangothi, ukuntula obala kwe-AI kungaholela ekuntulekeni kokuziphendulela lapho kungaziwa ukuthi ubani ongemuva kwezinqumo ze-AI. Lokhu kungase futhi kuxabanise izindawo ezingokomthetho neziqondisayo futhi kungase kube nemiphumela yezenhlalo nezomnotho.

Ukusetshenziswa Kwethuluzi Lokuthola I-AI

Amathuluzi okuthola i-AI afanaCudekaiziba bucayi emikhakheni eyahlukene. Zisetshenziswa kakhulu ezindaweni ezifana nokunakekelwa kwezempilo, ezezimali, ngisho nokuzenzakalela ukuze kwembulwe futhi kugwenywe amaphutha nokuchema okungaba nomthelela omkhulu ezizweni zonke emhlabeni jikelele.

Ithuluzi lomtshina we-AI lisetshenziselwa ukuhlola izinhlelo zokuxilonga ze-AI ekunakekelweni kwezempilo. Ucwaningo lwavezwa olubonisa ukuthi amamodeli athile e-AI asetshenziswa ekubikezelweni kwemiphumela yesiguli. Zaziqukethe imiphumela echemile. Ochwepheshe basebenzise umtshina we-AI ongcono kakhulu futhi bakwazi ukuhlonza nokulungisa okokufaka kwedatha.

Ngokufanayo, emkhakheni wezezimali, amathuluzi omtshina we-AI nawo abaluleke kakhulu ukuvimbela ukwenzelela kumamodeli wamaphuzu esikweletu. Izikhungo zezimali zisebenzisa lawa mathuluzi okuthola i-AI ukuqapha amasistimu e-AI. Ngenxa yalokho, lezi zinhlelo ziphetha ngokuthiAmathuluzi e-AIungabeki kabi noma yiliphi iqembu ngokusekelwe kuhlanga lwalo, uhlanga, noma ubulili.

Isibonelo esisodwa sethuluzi lomtshina we-AI yi-Umtshina we-GPTnjengoCudekai. Idizayinelwe ukuhlola ukuthi umbhalo obhaliwe wakhiwe amamodeli we-AI njenge-ChatGPT. Lokhu kubaluleke kakhulu ezifundweni ezindaweni ezifana nokwenza izindatshana, amaphepha ocwaningo, nanoma yimiphi imisebenzi. Uma sinokubukeka okuthuthukile, leli thuluzi lisetshenziselwa ukuhlola amabhulogi, izindatshana, amawebhusayithi, nokuqukethwe kwenkundla yezokuxhumana. Kubalulekile ezingeni elifanayo nokubhala okuqukethwe okukhiqizwe yi-AI, kodwa ukukushicilela nakho akulungile futhi kwephula imihlahlandlela.

Inqubo Yemicabango Yamathuluzi Okuthola I-AI

Indlela eyodwa evamile enqubweni yokucabanga yethuluzi lomtshina we-AI njengeCudekaiukuqaliswa kwezinhlelo ze-AI (XAI) ezichazekayo. I-XAI ihlose ukwenza okuqukethwe okukhiqizwa i-AI kucace kakhudlwana kubantu. Lokhu kungabandakanya inqubo yokuboniswa kwezinqumo zemodeli.

I-Layer-wise Relevance Propagation kungenye indlela esetshenziselwa ukulandelela ukuthathwa kwezinqumo kwe-AI. Lona umnikelo wesici ngasinye kumaleveli ahlukene enethiwekhi. Iphinde inikeze imephu enemininingwane yokuthi idatha yokufaka ithonya kanjani okukhiphayo.

Ukubheka Ithuluzi Lokuthola I-AI likaCudekai

Ngaphambi kokuthi sifike ekupheleni kwebhulogi yethu, ake sithi shazi kwezinye izici ezinhle zethuluzi lokuthola i-AI likaCudeka. Kuyinkundla enomtshina we-GPT. Ithuluzi layo lokuthola i-AI liqeqeshelwe ukugcina izinto ezithile engqondweni. Basiza ochwepheshe nabacwaningi kuyo yonke imikhakha ukuthola okuqukethwe okukhiqizwa i-AI kuphela. Ithuluzi lisebenza ngama-algorithms athuthukile kanye nesoftware ekwazi ukubona i-Okuqukethwe okubhaliwe kwe-AI, kungakhathaliseki ukuthi ingakanani ukuphotha okwenziwe. Amathuluzi okuthola i-AI ahlonza okuqukethwe kwe-AI ngokubheka izici ezithile. Lezi zici zingase zihlanganise okuqukethwe okuphindaphindayo okunobuhlakani obuncane noma ukusetshenziswa kwamagama afanayo kaningi, ukujula komzwelo okuncane nokudala, nezinye izici ezimbalwa.

Uma ufuna okuqukethwe kwakho kube nokubukeka okujulile, qiniseka ukuthi ubheka amaphakheji okubhalisa anikezwa nguCudekai. Ethrendayo kakhulu iphakethe lethu langokwezifiso, lapho ungenza khona izinketho zomuntu siqu ngesaphulelo esikhulu. Ngeke kube khona i-captcha edingekayo, futhi uzoba nemikhawulo yezinhlamvu ezifika ku-15,000.

Umugqa Ophansi

Ukucaca kwe-AI kubaluleke kakhulu kulo mhlaba ohamba ngokushesha, ikakhulukazi uma wonke umuntu encike kuwo. Ukuze usebenzise ngokugcwele, udinga ukusebenzisana namathuluzi okuthola i-AI athembekile futhi angachemi. I-Cudekai kufanele ibe yisinqumo sakho esiphezulu uma ufuna ithuluzi lomtshina we-AI elithembekile nelingcono kakhulu. Kusukela ezinguqulweni ezikhokhelwayo kuye kwezimahhala, inezinketho eziningi zabasebenzisi bayo. Ingxenye engcono kakhulu ukuthi inkundla inikeza isaphulelo esikhulu kulezi zinsuku, okumele ngamunye wenu asisebenzise.