Wonke amathuluzi e-AI
Ukuhlela nge-AI
Lapha kuqoqwe imikhiqizo ye-AI edumile egxile ekuhleleni nge-AI, ehlanganisa ukudala, ukucubungula nokuthuthukisa ukusebenza kahle.
Step CodeUkuhlela nge-AII-Step Code iyi-ejenti evulekile yokuhlela esebenza kutheminali eyethulwe yi-StepFun, isebenzisa i-MIT License, futhi ingaqedela ukubhala ikhodi, ukuyilungisa, ukuyiqalisa nokuyiletha ngokuqondile kutheminali. Ekuhlolweni kwe-Terminal Bench 2.1, i-ejenti ithole ...00
Grok 4.7Ukuhlela nge-AII-Grok 4.7 iyimodeli yakamuva ehamba phambili ye-AI eyethulwe yi-SpaceXAI, ebekwe njengemodeli enamandla kakhulu yokubhala ikhodi nomsebenzi wolwazi. Imodeli isebenzisa imodeli eyisisekelo enkulu, ithuthukise imisebenzi yesikhathi eside, ukuzihlola nokuphathwa komongo omude, ku-Curso...00
Kimi Code DesktopUkuhlela nge-AII-Kimi Code Desktop iyiklayenti ledeskithophu elisemthethweni le-Kimi Code, elisekela amasistimu e-macOS ne-Windows. Leli thuluzi liletha amandla okuhlela nge-AI Agent e-Kimi Code kusixhumi esibonakalayo esinemifanekiso, livumela onjiniyela ukuthi ngezingxoxo...00
Iqembu Labeluleki be-HunyuanUkuhlela nge-AIIqembu Labeluleki be-Hunyuan yinkundla yochwepheshe eyethulwe yi-Tencent, eqondiswe kubantu abanamakhono abavela ezimbonini zangaphandle. Le nkundla iqasha ochwepheshe abanolwazi emikhakheni engaphezu kweyishumi, okuhlanganisa ezezimali, ezomthetho, ezempilo, ukubhala amakhodi, i-STEM, ukuhumusha nokuklama kwe-frontend, isebenzisa indlela yokusebenza enemisebenzi eyenziwa ngokuphelele ku-inthanethi, ...00
LayaUkuhlela nge-AII-Laya iyimodeli ye-AI yokwenza izinqumo engeyona i-autoregressive futhi ewumthombo ovulekile. Imodeli ayikhiqizi umbhalo; isebenzisa ama-encoder aqondisa ezinhlangothini zombili i-ModernBERT/mmBERT, yenza i-forward pass eyodwa kuphela embhalweni kanye nombuzo onezinhlobo, bese ikhipha umphumela ohlelekile cishe ngo-33 ms...00
MiniMax Code CLIUkuhlela nge-AII-MiniMax Code CLI iyithuluzi lokuhlela nge-AI lomugqa womyalo elivulekele umphakathi, elethulwe yi-MiniMax. Liyingxenye eyinhloko yeklayenti le-MiniMax Code futhi ikhodi yalo ivulwe ngaphansi kwelayisensi ye-MIT. Ekuhlolweni kwe-FrontierHarness Eval, ...00
JevUkuhlela nge-AIUJev uyimodeli ye-AI yokwenza izinqumo ezihlelekile eyethulwe yi-TypeSafe AI. Imodeli ayixoxi, ayibhali khodi futhi ayikhiqizi umbhalo; yenza into eyodwa kuphela: izinqumo ezivamile. Ithatha ulwazi olungahlelekile, yenze ukubala okuhambisanayo kanye, bese ikhipha ngokushesha...00
Spark-Audio-1.0-PreviewUkuhlela nge-AII-Spark-Audio-1.0-Preview iyimodeli enkulu eyisisekelo yezwi eyakhiwe ngokuphelele e-China yi-iFlytek, esebenzisa ukwakheka kwe-encoder yomsindo engu-0.65B kanye nemodeli yolimi ye-30B-A3B MoE, eqeqeshwe ngamahora omsindo ayizigidi ezingu-13 kanye nenani elikhulu ledatha yombhalo kusetshenziswa amandla ekhompyutha akhiqizwe ngokuphelele e-China...00
OctopUkuhlela nge-AII-Octop ingumsizi we-AI ozisingathayo ovulekile we-Tencent, ngaphansi kwelayisensi ye-MIT. Leli thuluzi linikeza ikhasi le-Web, i-CLI nokuhlanganiswa nezinkundla zemiyalezo ngenqubo eyodwa, okuhlanganisa i-Feishu, i-WeCom, i-DingTalk, i-QQ, i-WeChat, i-Telegram nezinye...00
K2.8 PreviewUkuhlela nge-AII-Kimi K2.8 Preview iyimodeli eyinhloko ye-Moonshot AI esethulwe ngokugcwele ku-Kimi Code naku-Kimi Work. Ngokusemthethweni, ukusebenza kwayo jikelele kusondelene ne-Kimi K3 esezingeni eliphezulu, ngamakhono angcono okubhala ikhodi nawama-Agent, kanye nokusebenza kahle kokucabanga okuthuthuke kakhulu uma kuqhathaniswa ne-K2.7...00
teamai-cliUkuhlela nge-AII-TeamAI CLI iyithuluzi le-CLI elikhishwe yi-Tencent ngaphansi kwelayisensi ye-MIT, elenzelwe ukuphatha ndawonye izilungiselelo zokuhlela nge-AI zeqembu. Ithuluzi ligcina izinsiza ezifana ne-skills, rules, MCP ne-hooks endaweni yokugcina ye-Git, bese lizisabalalisa ngenqubo ye-push→MR→merge...00
Ling-3.0-flash-VLUkuhlela nge-AII-Ling-3.0-flash-VL iyimodeli yokuqala enkulu yomdabu ye-multimodal evulekile ochungechungeni lwe-Bailing lwe-Ant InclusionAI, eyakhiwe ngokwandisa i-MoE architecture ye-Ling-3.0-flash, enamapharamitha angu-124B isiyonke futhi evula kuphela angu-5.5B ekucabangeni ngakunye, yo...00
PiUkuhlela nge-AII-Pi (Agent Harness) iyi-Agent yokuhlela esebenza kutheminali, evulekile futhi elula kakhulu, eyethulwe ngu-Mario Zechner, futhi iyi-Coding Agent esezingeni eliphansi ye-OpenClaw. Inika imodeli amathuluzi amane kuphela: read, write, edit, bash ...20
Fusion ModelUkuhlela nge-AII-Fusion Model iyimodeli yokwaba ngobuhlakani eyethulwe yi-FUMO Lab. Imodeli yabela ngamandla izidingo zokubala kumamodeli ahlukahlukene afaneleka kakhulu, ngokusekelwe esimweni somsebenzi esiqhubeka siguquka, ukuze kuzuzwe “ukuhlanganisa kanye, kuzuze konke okuhle”.10
Gemini 3.8Ukuhlela nge-AII-Gemini 3.8 iyimodeli ye-Google yokucabanga nokubhala ikhodi, enezinguqulo ezimbili: i-Flash ne-Flash Cyber. I-Gemini 3.8 Flash ithuthukisa kakhulu ubunjiniyela besoftware...10
Muse Spark 1.3Ukuhlela nge-AII-Muse Spark 1.3 iyimodeli entsha yolimi olukhulu eyethulwe yi-Meta, esekelwa nguZuckerberg uqobo, futhi ibhekwa njengentuthuko enkulu ye-Meta emisebenzini yokuhlela izinhlelo nama-agent ahlakaniphile.10
GPT-6 AstraUkuhlela nge-AIGPT-6 Astra iyimodeli ephambili ye-OpenAI, echazwa ngokusemthethweni njenge-"imodeli ehlakaniphe kakhulu emhlabeni futhi ehambisana kakhulu nezinhloso zabantu". Le modeli idlula imingcele yengxoxo yendabuko, iguquke ibe yi-AI Agent ekwazi ukusebenzisa isoftware ngokuzimela, ukuphequlula iwebhu, nokuqedela...00
CodexUkuhlela nge-AII-Codex iyi-ejenti yokuhlela nge-AI ye-OpenAI eyenzelwe imisebenzi yobunjiniyela besofthiwe. Imibhalo esemthethweni okwamanje ihlanganisa i-Codex CLI, izandiso ze-IDE, indawo yokusebenza yedeskithophu kanye ne-Codex cloud: i-CLI ingahlola amafayela endaweni yokugcina ikhodi, iguqule ikhodi futhi isebenzise imiyalo; imisebenzi yasefini isebenza ezindaweni ezihlukanisiwe, ingaqhubekiswa ngokuhambisana, futhi iqalwe ku-GitHub, GitLab, Linear noma Slack; abasebenzisi bangabuka izifinyezo nomehluko, bengeze izinguquko noma bakhe izicelo zokuhlanganisa. I-Codex ilungele ukuqonda izinqolobane zamakhodi, ukuthuthukisa izici, ukulungisa amaphutha, ukuhlola nokubuyekeza, kodwa ayithathi indawo yokuhlolwa kwephrojekthi, ukulawulwa kwezimvume kanye nenqubo yokuhlanganisa eyenziwa abantu. Lapho kuhileleka izinqolobane zangempela, okhiye kanye nemisebenzi exhumeke ku-inthanethi, kufanele kuqale kuchazwe ngokucacile ububanzi bokufinyelela.1129.3
Google AI StudioUkuhlela nge-AII-Google AI Studio iyinkundla yokuthuthukisa i-AI esebenza esipheqululini, eqondiswe kubathuthukisi, abafundi, abacwaningi, abathanda i-AI namaqembu adinga ukuhlola imibono. Abasebenzisi bangakhetha izindlela zokwazisa ezikhululekile, ezihlelekile noma zengxoxo ekhasini, bafake umbhalo, izithombe, umsindo namavidiyo, bese benza ama-prototype futhi balungise amamodeli e-Gemini, kuhlanganise nokulungisa amapharamitha afana ne-Temperature ne-Top-K. Ngemva kokuqeda ukuhlola, inkundla ingakhiqiza ikhodi yokubiza i-API ngezilimi ezifana ne-Python ne-Node.js, futhi isekela ukuthumela ama-prototype ku-Google Cloud nokukhiqiza izixhumanisi zokwabelana. Le sevisi iyatholakala mahhala, kodwa imiphumela yamamodeli nekhodi ekhiqiziwe kusafanele kuhlolwe futhi kubuyekezwe ngokuvumelana nephrojekthi ethile.189.2
2026 Ukubuyekezwa Kwesoftware Yokubhala Amanoveli nge-AI: FeelFish 4.0Ukuhlela nge-AII-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.00
SALMONN-2 – imodeli yolimi olukhulu yomsindo ejwayelekile ekhishwe yi-Tsinghua nabanyeUkuhlela nge-AII-SALMONN-2 – imodeli yolimi olukhulu yomsindo ejwayelekile ekhishwe yi-Tsinghua nabanye iyimodeli yolimi olukhulu yomsindo ejwayelekile eyakhiwe kusetshenziswa i-SPEAR unified self-supervised audio encoder yakwa-ByteDance kanye ne-multi-layer feature fusion adapter, ne-Qwen3 njengesisekelo sombhalo. Isekela imisebenzi ehlukahlukene efana nokuqaphela inkulumo, ukuchaza umsindo, ukuqonda umculo, ukuqaphela imizwa nokuqinisekisa isikhulumi, futhi ngokokuqala ngqa ku-ALLM ejwayelekile ihlanganisa ngokuhlelekile amakhono athuthukile okuhlonza izehlakalo zomsindo, ukuthola umsindo okhohlisiwe, ukuhlola ikhwalithi yenkulumo kanye nokuqaphela inkulumo okunomongo we-multimodal. Imodeli isebenzisa i-SPEAR encoder eyodwa esikhundleni sohlelo oluvamile lwama-encoder amabili, futhi ihlanganisa izici zomsindo zamazinga amaningi nge-MLF adapter ukuze ithole ukusebenza okulinganiselayo ezizindeni ezahlukene. Ngokuqeqeshwa okuphumelelayo kusetshenziswa cishe amahora angu-18,000 edatha egadiwe kuphela, i-SALMONN-2 ifinyelela ukusebenza okuhamba phambili phakathi kwamamodeli omthombo ovulekile anosayizi ofanayo kuma-benchmark amathathu aphelele i-MMAU-Pro, i-MMAR kanye ne-MMSU. Ilungele izimo ezifana nabasizi bemihlangano abahlakaniphile, ukuhlolwa kokuqukethwe komsindo kanye nokuqapha ikhwalithi yenkulumo.00
Gemini 3.7 FlashUkuhlela nge-AII-Gemini 3.7 Flash iyimodeli entsha eyinhloko ye-AI eyethulwe yi-Google DeepMind. Le modeli yakhelwe ngokukhethekile izinqubo ze-Coding ne-Agent, futhi ithuthuke kakhulu kumabhentshimakhi obunjiniyela besofthiwe, ukuthuthukiswa kwamakhasi ewebhu nokuzenzakalela kwamabhizinisi...00
I-Alpamayo 2 Super – Imodeli ye-AI yokucabanga ngokushayela okuzenzakalelayo evulekile ye-NVIDIAUkuhlela nge-AII-Alpamayo 2 Super iyimodeli ye-AI yokucabanga ngokushayela okuzenzakalelayo evulekile ye-NVIDIA, eyakhiwe phezu kwe-NVIDIA Cosmos 3 Super Reasoner, enamandla okubona indawo ezungezile engu-360°, ukwenza izinqumo ezithuthukile zokushayela nokukhiqiza amalebula okucabanga ngokuzenzakalelayo. Imodeli ikleliswe endaweni yokuqala esilinganisweni sokucabanga ngokushayela okuzenzakalelayo se-LingoQA, futhi isebenzisa ilayisensi evulekile ye-OpenMDW-1.1, esekela ukulungiswa okuqondene nomsebenzi, ukwakhiwa kwemikhiqizo esuselwe kuyo kanye nokusatshalaliswa kabusha kwezentengiso. Iphinde inikeze ngezinguqulo ze-Alpamayo 1.5 / 1 zokuthuthukisa emafini nokusebenzisa imodeli encishisiwe ezimotweni, iqondiswe kuma-Robotaxi nasezimotweni ezishayela ngokuzenzakalelayo.00
GPT-5.6-Cyber – Imodeli ye-cybersecurity ye-AI eyethulwe yi-OpenAIUkuhlela nge-AII-GPT-5.6-Cyber iyimodeli ekhethekile ye-cybersecurity eyakhiwe yi-OpenAI phezu kwe-GPT-5.6 Sol, futhi ithuthukiselwe imisebenzi efana nokusebenzisa ubungozi nokukhuphula amalungelo okufinyelela. Ngokusebenzisa ukulawulwa kokufinyelela okusekelwe emazingeni, imodeli inikeza amakhasimende asemazingeni ahlukene amakhono okucwaninga ubungozi, ukuhlola ukungena, ukuhlaziya uhlelo olungayilungele ikhompuyutha kanye nokuphendula izigameko. Njengamanje, izinkampani ezihamba phambili ezifana ne-Accenture, IBM ne-CrowdStrike sezizihlanganisile lezi zinsizakalo emikhiqizweni yazo yezokuphepha nakumasevisi aphethwe, ngenhloso yokunciphisa isikhathi esitholakalayo sokuphendula ekuhlaselweni kwe-cyber ngokusebenzisa amandla e-AI asezingeni eliphezulu.00
Muse Code – I-ejenti ye-AI yokuhlela kutheminali eyethulwe yi-MetaUkuhlela nge-AII-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.00
Acti – Ikhibhodi ehlakaniphile ye-AI, yenza imisebenzi eyinkimbinkimbi ngokuthepha okukodwaUkuhlela nge-AII-Acti – Ikhibhodi ehlakaniphile ye-AI, yenza imisebenzi eyinkimbinkimbi ngokuthepha okukodwa iyindlela yokufaka ye-AI esezingeni lohlelo, eyakhiwe yiqembu laseSingapore futhi ehlanganisa amandla e-AI ngokujulile nongqimba lwekhibhodi yeselula. Imisebenzi yayo eyinhloko ihlanganisa ukusesha ulwazi ngokushesha, njengobude besimo sezulu, amanani amasheya nezindawo zokudlela eziseduze; ukusesha amafayela ezinsizeni zezinkampani zangaphandle, okuhlanganisa i-Notion ne-Google Calendar; ukwenza izenzo ezisheshayo, njengokudala umhlangano we-Google Meet noma ukuhlola ikhalenda; kanye nokusebenzisana okusekelwe ekuqaphelweni kwenhloso ngaphandle kokushintsha izinhlelo. Abasebenzisi abahloswe kakhulu abantu abasebenzisa amaselula abadinga ukuthola ulwazi nokwenza imisebenzi ngokushesha ezimweni zokuxoxa, ukusebenza noma ukuxhumana nabanye, ikakhulukazi ochwepheshe abavamise ukushintsha phakathi kwezinhlelo eziningi. Ngokucindezela isikhathi eside ukhiye wesikhala, abasebenzisi bavula i-Acti Bar futhi baqedele ukusesha, ukuthola amafayela kanye nokwenza izenzo ngaphandle kokushiya uhlelo olusebenzisayo. Lokhu kunciphisa kakhulu izindleko zokushintsha umongo futhi kuthuthukise ukusebenza kahle kokuxhumana kwansuku zonke nokuphathwa kwemisebenzi.10Wonke amathuluzi akulesi sigaba ayaboniswa.