Ukufunda i-AI
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “Ukufunda i-AI”, enemiphumela efanayo engu-4.
Orchard – Uhlaka lwe-Agentic AI oluvulelekile olwakhiwe yi-Microsoft ResearchI-ejenti ye-AII-Orchard – uhlaka lwe-Agentic AI oluvulelekile olwakhiwe yi-Microsoft Research. Uhlaka lugxile kusevisi yezindawo i-Orchard Env esekelwe ku-Kubernetes, futhi lusekela ukusetshenziswa kabusha kwama-sandbox ezizindeni ezahlukene ukuze kwenziwe i-data distillation, i-reinforcement learning rollout nokuhlola. Luhlanganisa izimo ezintathu ezinkulu: ubunjiniyela besoftware, ukuzulazula ku-browser kanye nomsizi womuntu siqu. Lunikeza ama-recipe aphelele okuqeqesha e-SFT + RL, kanye nama-trajectory angu-107K e-SWE nedatha engu-3,070 ye-GUI multimodal rollout, futhi lungakwazi ukuqeqeshwa ngokuqondile kusukela ekuqaleni kuye ekugcineni kuma-harness angempela afana ne-Codex ne-OpenClaw. Lubhekiswe emaqenjini ezemfundo nezimboni acwaninga futhi athuthukisa ama-Agent, i-Orchard inezindleko eziphansi zekhompyutha nezokusingathwa, futhi ikhono layo lokusebenza kuma-harness ahlukahlukene lisiza amamodeli amancane ukusondela ekusebenzeni kwezinhlelo ezihamba phambili.00
QuizzioUkuklama kwe-UI/UXI-Quizzio iyithuluzi eliguqula izinto zokufunda zibe yimibuzo. Isebenzisa i-AI ukudala imibuzo yangokwezifiso ezincwadini, kumanothi noma ezihlokweni, bese ikhiqiza imibuzo esebenzisanayo eyenziwe ngokwezidingo zomuntu siqu. Lo mkhiqizo ulungele kakhulu abafundi nochwepheshe bezemfundo, futhi wenza kube lula ukuguqula noma iyiphi into yokufunda ibe yimibuzo esebenzisanayo.00
HeuristicaInkundla yokufunda nge-AII-Heuristica iyinkundla yokufunda ye-AI esiza abasebenzisi ukuhlela nokuqonda ulwazi oluvela emithonjeni eyahlukene ngamamephu emiqondo. Abasebenzisi bangangenisa ama-PDF, amaphepha ezemfundo, amavidiyo e-YouTube noma izinto ezikuwebhu, babuke izifinyezo namaphuzu abalulekile, bahlele ngokuhudula nokudedela ukuxhumana phakathi kolwazi, bese beguqula imiphumela ehleliwe ibe ngamakhadi okufunda, izivivinyo, amanothi okufunda noma uhlaka lwephepha locwaningo. Inkundla iphinde isekele imibuzo mayelana nemibhalo elayishiwe, futhi ivumele ukukhetha phakathi kwamamodeli afana ne-Gemini, i-Claude ne-ChatGPT. Ilungele abafundi, abacwaningi, abadali bokuqukethwe kanye nabasebenzi bezemfundo ekulungiseleleni izivivinyo, ekuhleleni izincwadi zocwaningo, ekwakheni imibono yokuqukethwe nasekulungiseleleni izifundo. Okuqukethwe okukhiqiziwe kusadinga ukuqinisekiswa ngokubheka imithombo yokuqala; amamephu emiqondo nemiphumela yombhalo akukwazi ukuthatha indawo yokwahlulela komuntu.028.4
StudocuInkundla yokufunda nge-AII-Studocu iyinkundla yokufunda eku-inthanethi eqondiswe kubafundi, abafundi bokuqhubeka nokufunda, kanye nabasebenzi bezemfundo. Ihlanganisa amanothi amakilasi, izifinyezo zezifundo, izimpendulo zemisebenzi, izibonelo zamaphepha ocwaningo nezivivinyo zeminyaka edlule. Abasebenzisi bangasesha okuqukethwe ngokwesikole nangesifundo, balayishe nezinsiza ukuze babelane ngazo, futhi bathole eminye imibhalo esezingeni eliphezulu ngokunikela ngezinsiza noma ngokukhokha. Inkundla iphinde inikeze imisebenzi efana nokuxazulula imibuzo nge-AI usebenzisa isithombe, ukuguqula ukuqoshwa kwekilasi kube umbhalo, ukufingqa amaphuzu abalulekile, ukukhiqiza izivivinyo zokuzijwayeza, kanye nokubuza imibuzo ngesifundo. Ilungele ukubuyekeza, ukulungiselela imisebenzi nokuzifundela. Njengoba izinsiza eziningi zivela kubasebenzisi, ikhwalithi, ukuphelela nokuhambisana kwazo nezifundo kungahluka; amaphuzu abalulekile kufanele aqinisekiswe kusetshenziswa izincwadi zokufunda nezimfuneko zothisha.038.1Wonke amathuluzi analeli thegi ayaboniswa.