Thola amathuluzi, izindaba, nezifundo
Indawo eyodwa yokuhlola konke okuqukethwe kwe-AI okushicilelwe.
“AI”Imiphumela engu-936 kulesi sigaba
Amathuluzi e-AI
936
Ukukhiqiza ividiyo nge-AIMAGI-2-preview – Imodeli yokukhiqiza amavidiyo e-multimodal evulekile ye-Sand.aiMAGI-2-preview – Imodeli yokukhiqiza amavidiyo e-multimodal evulekile ye-Sand.ai iyimodeli yokuqala emhlabeni yokukhiqiza amavidiyo e-multimodal ye-MoE enamapharamitha ayizigidigidi eziyikhulu, evulwe yi-Sand.ai, enamapharamitha aphelele angu-114B kodwa evula angu-6B kuphela. Imodeli iqhubeka nokusebenzisa isakhiwo se-single-stream, ihlanganisa umbhalo, ividiyo nomsindo ku-Transformer eyodwa ukuze ikwenze ukumodela okuhlangene, ngaleyo ndlela ikhiqize i-multimodal ngokwemvelo. Imisebenzi yayo esemqoka ihlanganisa ukukhiqiza kusuka embhalweni, esithombeni, nasevidiyweni kuya kwenye ividiyo, kanye nokuqonda umsindo okuhlanganiswe ngokwemvelo. I-MoE sparse activation yehlisa kakhulu izindleko zokwenza inference. Abasebenzisi abaqondisiwe ngabacwaningi be-AI, abathuthukisi namaqembu ezobuchwepheshe ezinkampani. Isebenza ocwaningweni lwezemfundo, ekusetshenzisweni kwangasese nasekuhlolweni kwangaphambili kwemikhiqizo yamafilimu nezinye izimo ze-multimodal, inikeze isixazululo esisebenza kahle sokukhiqiza amavidiyo esivulekile futhi esingasetshenziswa kwezentengiso.
Ukuhlela nge-AI2026 Ukubuyekezwa Kwesoftware Yokubhala Amanoveli nge-AI: FeelFish 4.0I-FeelFish 4.0 iyisoftware yobungcweti yokubhala amanoveli, eguqula amamodeli amakhulu e-AI abe yiqembu lababhali eliqonda iphrojekthi yakho. Ihlinzeka ngokuphathwa kwephrojekthi okuhlelekile, okuhlanganisa izahluko, uhlaka, abalingiswa kanye nezilungiselelo, futhi isekela umongo ohlakaniphile ukuze kugcinwe ukuhambisana komqondo ekubhaleni imisebenzi emide. Leli thuluzi lisekela ukusebenzisana kwama-agent amaningi enziwa ngokwezifiso, ukulawula okukude ngekhompyutha nedivayisi yeselula, kanye nokuvumelanisa nge-cloud drive ne-time machine yendawo ukuze kuvikelwe imibhalo. Lihloselwe ukuhlinzeka ababhali bemisebenzi emide, njengamanoveli ewebhu nemibhalo yemidlalo, ngohlelo oluphelele lokusebenza lokubambisana phakathi komuntu ne-AI.
I-ejenti ye-AII-Kitesurf – isiphequluli esilula sefu se-AI Agent esethulwe yi-CloudflareI-Kitesurf isiphequluli esilula sefu se-AI Agent esethulwe yi-Cloudflare, esakhiwe nge-Rust futhi esisebenza endaweni ehlukanisiwe ye-Workers V8. Sisusa imisebenzi ebhekiswe kubantu, njengamathebhu nezandiso, sigxile ekuhlaziyweni kwe-DOM, ekusebenzeni kwe-JavaScript nasekukhipheni idatha. Siphinde sihambisane ne-CDP ne-MCP, kanti i-Puppeteer ne-Playwright kungaxhunywa kuso ngaphandle kokubhalwa kabusha. Uma siqhathaniswa ne-Chromium, sisebenzisa i-CPU engaphansi ngokuphindwe izikhathi ezi-3, imemori engaphansi ngokuphindwe izikhathi ezi-4.7 kuya kwezi-7, futhi sifanele imisebenzi yama-AI Agent enokuncintisana okuphezulu nengenazo izimo ezigciniwe. Abathuthukisi bangasebenzisa isixhumi esibonakalayo se-Quick Actions ukuze bathathe isithombe-skrini, bakhiphe i-HTML noma benze i-PDF ngokuchofoza okukodwa, noma bazame isevisi ku-inthanethi nge-Playground.
I-ejenti ye-AIOrchard – Uhlaka lwe-Agentic AI oluvulelekile olwakhiwe yi-Microsoft ResearchI-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.
Ukuhlela nge-AIMuse Code – I-ejenti ye-AI yokuhlela kutheminali eyethulwe yi-MetaI-Muse Code – I-ejenti ye-AI yokuhlela kutheminali eyethulwe yi-Meta iyi-ejenti ye-AI yokuhlela kutheminali eyethulwe yi-Meta, esebenzisa imodeli ye-Muse Spark 1.2 futhi ekwazi ukuphatha imisebenzi ephelele yobunjiniyela besoftware kumakhodi amakhulu, okuhlanganisa ukuhlela izinguquko, ukubhala ikhodi nokuqinisekisa imiphumela. Ama-ejenti asebenza ngemuva aqhubeka nokuqongelela umongo phakathi neseshini, asekela ukuhlukaniswa kwemisebenzi emikhulu ibe ama-ejenti amancane amaningi asebenza ngokufana, futhi ahlinzeka ngelogi yemicimbi yasendaweni engacwaningwa, ukuze umsebenzi uqhubeke lapho uphazamiseke khona ngemva kokuphahlazeka. Ilungele abathuthukisi namaqembu adinga ukuzenzekelayo kobunjiniyela besoftware okusebenza kahle, okulandelekayo nokuphephile, ikakhulukazi ekwakheni kabusha amakhodi amakhulu, ekuthuthukiseni izici zemidlalo, ekuthuthukiseni ukusebenza kwe-kernel nasekuthuthukisweni okuhambisana nemithetho ezimbonini ezibucayi.
Ukuhlelwa kwamavidiyo nge-AIJoyAI-Video-EditI-JoyAI-Video-Edit – imodeli ka-JD.com yomthombo ovulekile yokuhlela amavidiyo ngokusakaza ngesikhathi sangempela, iyimodeli eyakhiwe futhi yavulwa ngu-JD.com. Isekelwe ekwakhiweni kwe-autoregressive diffusion enamapharamitha angu-16B, ifinyelela isivinini sokucubungula esingu-30FPS ngokulungiswa kwe-720P futhi isekele ukuhlela okusakazwayo okuzinzile kwanoma ibuphi ubude bevidiyo. Abasebenzisi bangasebenzisa imiyalelo yolimi lwemvelo ukuze baguqule abantu, izigcawu, izitayela nezinto ngesikhathi ividiyo idlala, ngaphandle kokulinda ukuthi ividiyo ephelele ikhiqizwe. Ekuhlolweni kwe-OpenVE-Bench, imodeli idlula zonke izindlela zokuhlela ezisakazwayo futhi ihola kuzo zonke izinkomba, kanti iphinde inikeze indlela yokukhiqiza idatha ngezinga elikhulu yobuhlakani obugxilile emzimbeni.
Isiphequluli se-AIPolar – Isiphequluli se-AI esiqoqa futhi sihlanganise ulwazi ngokuzenzakalelayo kumawebhusayithi ahlukahlukeneI-Polar – Isiphequluli se-AI esiqoqa futhi sihlanganise ulwazi ngokuzenzakalelayo kumawebhusayithi ahlukahlukene yakhiwe phezu kwe-Chromium futhi igxile ezimweni zomsebenzi wolwazi ezifana nocwaningo lwemakethe nokutholwa kwamathuba okuthengisa. Imisebenzi eyinhloko ihlanganisa i-AI Agent esipheqululini ekwazi ukusebenzisa amakhasi ewebhu, izifanekiso ezisethwe ngaphambilini ezingaphezu kuka-250, nezindlela ezintathu zokusebenza ezihlukene. Isekela ukuqoqa ulwazi ngokuzenzakalelayo kumawebhusayithi ahlukahlukene nokukhiqiza imibiko ehlelekile enemithombo. Iphinde inikeze ukuhamba komsebenzi okuhleliwe kanye nesibonisi esibonakalayo sokwenza imisebenzi ngesikhathi sangempela, lapho umsebenzisi engangenelela futhi alawule noma nini. Inhloso ukususa imisebenzi eminingi ephindaphindwayo yamakhasi ewebhu kochwepheshe nokuthuthukisa ukusebenza kwemisebenzi eyinkimbinkimbi ethatha isikhathi eside.
Ibhokisi lamathuluzi e-AIIsilinganiso 8.2AI帮个忙I-AI帮个忙 iyinkundla enemisebenzi eminingi yokwandisa ukusebenza kahle, eqondiswe kubasebenzisi abakhuluma isiShayina. Ihlanganisa amathuluzi ezimo ezifana nokudala okuqukethwe, umsebenzi wasehhovisi, usizo lokufunda, ezokuzijabulisa nokuphila kwansuku zonke. Abasebenzisi bangakhetha ithuluzi elifanele ngokuya ngomsebenzi, bafake isihloko, izidingo noma izinto eziyisisekelo, bese bekhiqiza imibhalo, izinhlelo, izimpendulo nemiphumela yokuhlaziya, abayilungise ngokuvumelana nokusetshenziswa kwangempela. Le nkundla ilungele abadali bokuqukethwe, abasebenzi basehhovisi, abafundi kanye nabasebenzisi abanezidingo ezincane zokwandisa ukusebenza kahle kwansuku zonke. Ihlanganisa izimo zokuqukethwe kwesiShayina ezifana ne-Xiaohongshu ne-Weibo, kanye nemisebenzi efana nezifinyezo zemibiko yamasonto onke, ukuthuthukisa ama-CV, ukuhlela ulimi lwamaphepha ocwaningo, ukuhumusha nokulungisa ikhodi. Okuqukethwe okukhiqiziwe kusadinga ukuqinisekiswa ngumuntu, kanti eminye imisebenzi efana nokunciphisa ukufana kwezihloko, ukunweba okuqukethwe koqobo kanye nemibiko ejulile ingamalungelo amalungu.
Ibhokisi lamathuluzi e-AIIsilinganiso 8.1AI LibraryI-AI Library ingumtapo wolwazi wamahhala wokuthola amathuluzi obuhlakani bokwenziwa, ohlanganisa amathuluzi nezinsiza zamanethiwekhi ezinzwa emikhakheni efana nombhalo, izithombe, i-3D, umsindo nevidiyo. Abasebenzisi bangaqala ngokuhlunga ngokomsebenzi, ngentengo, ngohlobo lokufaka nokukhipha noma ngomkhakha, bese bebuka izinhlelo zokusebenza zeWeb, amaphrojekthi e-Google Colab nawe-HuggingFace ahambisanayo, futhi bahlele izinsiza abazisebenzisa njalo ngamabhukhimakhi namanothi abo. Umtapo wolwazi uphinde unikeze ngezinto zokufunda ezingaphezu kuka-200, ezifanele abadali bokuqukethwe, abakhangisi, onjiniyela, ochwepheshe abasebenzayo nabafundi ekucwaningeni amathuluzi, ekusizeni ekudaleni nasekufundeni. Qaphela ukuthi i-AI Library ngokuyinhloko isebenza ekutholeni nasekuhleleni izinsiza; izimo zokufinyelela, indlela yokusebenzisa nemiphumela yamathuluzi athile kusamele kuqinisekiswe endaweni yokuqala.
Amathuluzi okubhala e-AIIsilinganiso 8.9Gerwin AII-Gerwin AI iyithuluzi lokubhala ngobuhlakani bokwenziwa elibhekiswe emakethe ekhuluma isiRashiya. Abasebenzisi balo bahlanganisa amabhizinisi, amabhrendi, abathengisi be-e-commerce, abadali bokuqukethwe kanye nochwepheshe bokuthuthukisa ukubonakala ezinjini zokusesha. Abasebenzisi bangakha imibhalo efana nokuthunyelwe ezinkundleni zokuxhumana, izindatshana zebhulogi, izihloko zamavidiyo nezincazelo zemikhiqizo kuye ngenkundla nohlobo lokuqukethwe. Bangaphinde babhale kabusha izindatshana, bahlele okuqukethwe kwamavidiyo futhi bakhe nezithombe lapho kudingeka. Ezimo ezivamile emakethe ekhuluma isiRashiya, okuhlanganisa i-Ozon, i-Wildberries, i-Yandex ne-Google, leli thuluzi lingasetshenziselwa ukulungisa ngobuningi okuqukethwe kokumaketha nokwe-e-commerce. Liphinde linikeze i-API ukuze lihlanganiswe nezinqubo zebhizinisi. Imiphumela ekhiqiziwe isadinga ukuhlolwa ngumuntu ukuze kuqinisekiswe ulimi lwesiRashiya, ukunemba kwamaqiniso, iphimbo lebhrendi kanye nemithetho yenkundla; ikakhulukazi, okuqukethwe okungakabuyekezwa akufanele kushicilelwe ngokuqondile.
Amathuluzi okubhala e-AIIsilinganiso 8.5Umcwaningi we-AIUmcwaningi we-AI ungumenzeli wobuhlakani bokwenziwa ovulekile ogxile emsebenzini wocwaningo, owethulwe yi-Data Science Laboratory yaseNyuvesi yaseHong Kong. Uhlose ukusiza ngemisebenzi efana nokuhlela ulwazi, ukwakha imibono yocwaningo, ukwenza izivivinyo nokubhala amaphepha phakathi nenqubo yocwaningo. Abasebenzisi bangaqala ngendawo yocwaningo noma ngezincwadi eziyizinkomba, bese ithuluzi liqoqa futhi lihlaziye izincwadi zesayensi kanye nezinto zekhodi, lihlonze izikhala zocwaningo, lenze uhlelo locwaningo, lizame ukwenza izivivinyo, lihlaziye imiphumela futhi lihlele konke kube yiphepha locwaningo. Lifanele othisha basemanyuvesi, abacwaningi, abafundi beziqu ze-master neze-doctorate, amaqembu ocwaningo nentuthuko ezinkampanini kanye nabacwaningi bemikhakha ehlukahlukene. Ulwazi olutholakalayo manje lukhombisa ukuthi leli thuluzi limahhala futhi lisasebenza, kodwa izahlulelo zezincwadi, imiphumela yekhodi kanye nokuqukethwe kwamaphepha okukhiqizwa ngokuzenzakalelayo kusadingeka kuhlolwe umuntu.
Amathuluzi okuhumusha nge-AIIsilinganiso 8.5Baidu TranslateI-Baidu Translate iyithuluzi lokuhumusha elihlakaniphile elisebenzisa ubuchwepheshe bokuhumusha ngemishini ngamanethiwekhi ezinzwa, futhi elenzelwe abasebenzisi bansuku zonke, abafundi nabacwaningi, abasebenzi bebhizinisi, abahambi, kanye nabathuthukisi namabhizinisi. Abasebenzisi bangafaka umbhalo noma balayishe amadokhumenti, izithombe, izwi namavidiyo ukuze bahumushe, futhi bangasebenzisa imisebenzi efana nokutolika kanyekanye okusizwa ubuhlakani bokwenziwa kanye nokuhumusha okunembile kwamaphepha ocwaningo. Leli thuluzi lisekela ukuhumushana phakathi kwezilimi ezingaphezu kuka-200, futhi linikeza izindlela zokulisebenzisa mahhala noma ngokukhokha. Lifanele ukufunda kwansuku zonke, ukuxhumana phakathi kwezilimi nokuguqulwa kokuqala kolwazi, kodwa okuqukethwe okusemthethweni kwezemfundo, kwezomthetho noma kwebhizinisi kusafanele kuhlolwe mathupha ngokubheka umongo.
Ibhokisi lamathuluzi e-AIIsilinganiso 7.5PostureCorrector.AII-PostureCorrector.AI iyithuluzi lokuthola indlela yokuhlala elisekelwe ekuboneni ngobuhlakani bokwenziwa, elisebenzisa ikhamera evamile yekhompyutha ukubona izinguquko endleleni umsebenzisi ahlala ngayo phambi kwekhompyutha. Ngemva kokuvula ukutholwa ngekhamera, ithuluzi lizothumela isikhumbuzi ngelebula esikrinini noma ngesaziso sedeskithophu lapho lithola ukugoba phambili, ukugoba komhlane nezinye izimo zokuhlala ezingalungile, futhi liqophe izitayela zokuma komzimba. Umkhiqizo uphinde unikeze ngezikhumbuzi zokuphumula nokuphuza amanzi ngezikhathi ezibekiwe, futhi ungasetshenziswa ehhovisi, ekufundeni, ocwaningweni nasemidlalweni yekhompyutha yesikhathi eside. Ukubala kwenziwa kudivayisi yasendaweni, futhi kusekelwa ukusebenza ngaphandle kwe-inthanethi kanye nokulungiswa kwezinga lamafreyimu. Ufaneleka kakhulu njengethuluzi lokuqopha imikhuba yansuku zonke nokuthumela izikhumbuzi; ukusebenza kokutholwa kungase kuthinteke indawo yekhamera, ukukhanya nokufihlwa komzimba.
Amathuluzi okubhala e-AIIsilinganiso 8.9Baidu WenkuIBaidu Wenku iyinkundla yokwabelana ngemibhalo yesiShayina nokuphatha ulwazi, futhi inikeza amathuluzi obuhlakani bokwenziwa agxile ekutholeni nasekudaleni okuqukethwe. Abasebenzisi bangasesha izinsiza, bafunde ku-inthanethi, balayishe imibhalo, futhi basebenzise ubuhlakani bokwenziwa ukukhiqiza okuqukethwe, ukuthuthukisa umbhalo, ukulungisa isitayela, ukuhlela uhlaka nokwenza amamephu emicabango. Izinsiza zenkundla zihlanganisa imfundo, imibhalo yobungcweti namabhange emibuzo yezivivinyo, futhi zilungele abafundi, othisha, ochwepheshe abasebenzayo, abacwaningi nabadali bokuqukethwe. Ekusetshenzisweni kwangempela, abasebenzisi kufanele bakhethe imibhalo efanele ngokomsebenzi futhi bazihlolele ngokwabo okuqukethwe okukhiqiziwe kanye nezinsiza ezitholakala emphakathini; eminye imibhalo noma izinsizakalo zingadinga inkokhelo.
Izingxoxo ze-AIIsilinganiso 9.2Grok AIGrok AI iyithuluzi lengxoxo lobuhlakani bokwenziwa elakhiwe yi-xAI, elihlose ukuhlanganisa ukuphendula imibuzo, ukubhala kanye nosizo lokuhlela ikhodi nolwazi lwesikhathi sangempela oluvela ku-X. Abasebenzisi bangabuza ngemibuzo ngolimi lwemvelo, baqhubeke nezingxoxo ngezindaba ezisematheni, izingxoxo ezinkundleni zokuxhumana noma imisebenzi ethile, futhi basebenzise amakhono ombhalo nezithombe nezinye izindlela eziningi ekudaleni okuqukethwe nasekucubunguleni ulwazi. Lifanele abadali bokuqukethwe, abasebenzi bezindaba, abathuthukisi, abathandi bezobuchwepheshe nabahlaziyi bezimakethe ukuze bathole imibono yezihloko, bahlele imibono yomphakathi, bakhiqize imibhalo noma bathole usizo lokuhlela ikhodi. Umkhiqizo unikeza izindlela zamahhala nezikhokhelwayo; okuqukethwe okuvela ezinkundleni zokuxhumana kushintsha ngokushesha futhi ikhwalithi yakho iyahlukahluka, ngakho ulwazi olubalulekile lusadinga ukuqinisekiswa kusetshenziswa eminye imithombo.
Izithombe zemikhiqizo nge-AIIsilinganiso 8.4泡泡 AI泡泡 AI iyinkundla yokwakha izithombe ebhekiswe ekukhiqizeni izinto ezibukwayo ze-e-commerce. Ihlanganisa ukwakha izithombe zemikhiqizo, ukwakha izithombe zezingubo namamodeli, ukuhlela izithombe nokuphatha izinto zokusebenza kube wukugeleza komsebenzi okukodwa. Ifanele ukwakha izithombe eziyinhloko zemikhiqizo, amakhasi emininingwane, izikhangiso nezinto zezokuxhumana. Abasebenzisi bangalayisha umkhiqizo noma isithombe esiyireferensi kuwebhusayithi esemthethweni, bakhethe umsebenzi, isifanekiso noma bachaze umphumela abawufunayo, bese bekhiqiza futhi baqhubeke nokulungisa.
Amathuluzi omsindo e-AIIsilinganiso 8.9Exemplary AII-Exemplary AI iyithuluzi lomsindo le-AI elenzelwe abasebenzi bokudala okuqukethwe, futhi lisekela nokucutshungulwa kokuqukethwe kwamavidiyo. Ngemva kokulayisha umsindo noma ividiyo, abasebenzisi bangaqala ngokukhiqiza umbhalo obhaliwe nemibhalo engezansi, bese besebenzisa umbhalo ukwenza izifinyezo, izindatshana zebhulogi, okuqukethwe kwezahluko nokuthunyelwe ezinkundleni zokuxhumana, kanye nokuhlela izingxenye zamavidiyo amafushane kumavidiyo amade. Ithuluzi liphinde lisekele ukuhumusha kwemibhalo engezansi ngezilimi ezingaphezu kuka-120, ukuhlelwa kwamavidiyo kusetshenziswa umbhalo, kanye nezingxoxo ze-AI mayelana nokuqukethwe okubhaliwe. Lifanele abadali bamaphodikasti namavidiyo, izintatheli, ochwepheshe bezokumaketha kanye nezikhungo zemfundo nokuqeqesha, ukuze kuncishiswe umsebenzi ophindaphindwayo wokuhlela kusukela ekurekhodweni komsindo nevidiyo kuya ezintweni zokushicilela. Imiphumela yokubhala phansi, yokuhumusha neyokukhiqiza ngokuzenzakalelayo isadinga ukuhlolwa ngumuntu; amagama obuchwepheshe, amagama athile kanye nezinkulumo ezincike kumongo kudinga ukunakwa okukhethekile.
Ibhokisi lamathuluzi e-AIIsilinganiso 7.8Liquid AII-Liquid AI iyibhokisi lamathuluzi e-AI elenzelwe amadivayisi asemaphethelweni, umkhiqizo wayo oyinhloko i-Liquid Foundation Models (LFMs), enosayizi abasuka kumapharamitha angu-350M kuye ku-2.6B futhi esekela izinhlobo zamamodeli ombhalo, olimi nombono kanye nomsindo. Abathuthukisi bangasebenzisa inkundla ye-LEAP ukulanda amamodeli, ukuwenza kahle nokuwasebenzisa kumadivayisi, noma basebenzise uhlelo lweselula i-Apollo ukuhlola endaweni. Le nkundla ihloselwe abathuthukisi abazimele, amabhizinisi asaqalayo, abacwaningi, abakhiqizi bezingxenyekazi zekhompuyutha kanye namabhizinisi adinga izixazululo ezenziwe ngokwezifiso, futhi ifanele amatheminali afana namafoni, amakhompyutha aphathekayo, izimoto namarobhothi. Amamodeli atholakala ku-Hugging Face; imiphumela ethile isancike ezimweni zehadiwe, kusayizi wemodeli nasekuhambisaneni kokusetshenziswa.