I-ejenti ehlakaniphile
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “I-ejenti ehlakaniphile”, enemiphumela efanayo engu-23.
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
wigoloI-ejenti ye-AII-wigolo iyithuluzi lokusesha lendawo elinomthombo ovulekile, elixhuma kuma-Agent okuhlela afana ne-Claude Code ne-Cursor nge-MCP. Ayidingi i-API Key, futhi ngaphandle kwezindleko ungenza usesho, uthwebule amakhasi ewebhu, ukhase isayithi lonke, ukhiphe idatha ehlelekile, ugcine inqolobane futhi wenze ucwaningo endaweni yangakini...00
MemHarness – uhlaka lokwakha kabusha inkumbulo oluqalwe yi-Shanghai AI Lab nabanyeI-ejenti ye-AII-MemHarness iwuhlaka lokwakha kabusha inkumbulo lwama-LLM Agent, olwethulwe ngokuhlanganyela yi-Shanghai AI Lab namanyuvesi ahlanganisa i-Zhejiang University, i-Fudan University kanye ne-Shanghai Jiao Tong University. Ifaka izinyathelo zokuhlaziya nokwakha kabusha phakathi kokusesha inkumbulo nokwenza isenzo, igcine, ibhale kabusha noma ilahle okuhlangenwe nakho kwangaphambilini ngokuhambisana nomongo wamanje. Isebenzisa ukuqeqeshwa kwe-GRPO kusukela ekuqaleni kuye ekugcineni ngaphandle kwedatha eyengeziwe enelebula eyenziwe abantu. Uhlaka lusekela yonke inqubo yokusesha inkumbulo, ukuhlaziya nokwakha kabusha, ukukhiqiza izenzo, ukubuyisela okuhlangenwe nakho nokususa inkumbulo enenani eliphansi, futhi lunikeza inqubo yokuthatha izinqumo enezigaba ezinhlanu. Imodeli enamapharamitha angu-7B idlula i-Gemini-2.5-Pro ngo-23.1% ku-ALFWorld nango-39.7% ku-WebShop, kanti izinga layo lokuphumelela elijwayelekile ezimweni ezingaphandle kokusatshalaliswa lifinyelela ku-85.9%. Isebenziseka emisebenzini yasekhaya yamarobhothi ahlakaniphile, ekuthengeni ku-inthanethi ngokuzenzakalelayo, ekusekelweni kwamakhasimende okuhlakaniphile, ekusizeni ukuthuthukiswa kwekhodi nakwezinye izimo.10
LongCatIzingxoxo ze-AII-LongCat iyimodeli yolimi enkulu yomthombo ovulekile eyethulwe yi-Meituan. Isebenzisa ukwakheka kochwepheshe abaxubile okunamapharamitha ayizigidi eziyizinkulungwane ezingu-560, futhi ngesikhathi sokusebenza ivula ngamandla cishe amapharamitha ayizigidi eziyizinkulungwane ezingu-27. Iklanyelwe ukuqonda umbhalo, ukucabanga okuyinkimbinkimbi kanye nemisebenzi yezingxoxo. Abasebenzisi bangayinika amadokhumenti amade noma izingxoxo eziqhubekayo ukuze izicubungule, okuyenza ifanele abathuthukisi, abasebenzisi bamabhizinisi kanye nabacwaningi bobuhlakani bokwenziwa abahlola ukuhlaziywa kwamadokhumenti, usizo lokubhala amakhodi, ukucabanga kwezibalo kanye nezinqubo zama-ejenti ahlakaniphile. I-LongCat isekela okokufaka okufika kuzinhlamvu ezingu-128k futhi inikeza izindlela zokuyisebenzisa mahhala. Qaphela ukuthi imiphumela yangempela, isivinini sokuphendula kanye nezindleko zokuyisebenzisa zisazothonywa uhlobo lomsebenzi, indawo esebenza kuyo kanye nendlela ethile yokuyibiza.138.5
ForgeStencil – uhlelo lwe-Stencil lokucwaninga nokuthunyelwa okuzenzakalelayo ngokuphelele oluqaliswe yi-Mianbi IntelligentI-ejenti ye-AII-ForgeStencil – uhlelo lwe-Stencil lokucwaninga nokuthunyelwa okuzenzakalelayo ngokuphelele oluqaliswe yi-Mianbi Intelligent, lwakhiwe ngokubambisana yi-Mianbi Intelligent nomphakathi we-OpenBMB. Lusebenzisa ukwakheka okuvaliwe kwama-agent amabili, i-Kernel Agent ne-App Agent. Lungenza ngokuzenzakalelayo yonke inqubo kusukela ekutholeni amasu okuthuthukisa, ekuhlanganiseni ama-CUDA Kernel asebenza kahle, kuya ekuhlanganiseni nasekuqinisekiseni izinhlelo ezisezingeni lokukhiqiza, ngaphandle kokungenelela komuntu. Esontweni elilodwa, uhlelo luthuthukise izinhlelo ezingaphezu kwe-100 zokubala zezimboni nezesayensi kusukela ekuqaleni kuye ekugcineni, lwafinyelela ekusheshiseni okumaphakathi okuphindwe ngo-1.41. Luhlanganisa imikhakha yezimboni engu-8 kanye nemikhakha yesayensi engu-5, okuhlanganisa ukuhlola uwoyela negesi, ukulingisa amandla kazibuthe kagesi, nezithombe zezokwelapha, ngaleyo ndlela lwehlise kakhulu ukuncika kochwepheshe be-HPC nesikhathi sokuthuthukisa.00
ClawTeamsI-ejenti ye-AII-ClawTeams iyinkundla yokubambisana ekuphathweni kwe-e-commerce eqhutshwa yi-AI. Abasebenzisi bathumela umgomo ngomusho owodwa ku-IM efana ne-Slack, Teams noma i-WeChat, bese i-AI Team Lead ihlukanisa imisebenzi ngokuzenzakalelayo, ihlele ama-Agent ochwepheshe angaphezu kuka-30 ukuthi ayenze kanyekanye, ...00
PAST-BenchI-ejenti ye-AII-PAST-Bench iwuhlolo lokulinganisa olwakhiwe yithimba likaMengdi Wang eNyuvesi yasePrinceton, olusetshenziselwa ukuhlola ikhono le-Personal AI Agent lokuzithuthukisa ngokuphindaphindiwe. I-PAST-Bench iqhathanisa ukusebenza kwemisebenzi ngaphansi kwezimo ezinememori nezingenayo, ukuze inqume ukuthi ulwazi olugcinwe yi-Agent phakathi kwamaseshini luthuthukisa ngempela yini ukuziphatha okulandelayo...00
Grok BotI-ejenti ye-AII-Grok Bot iwuhlelo lwe-AI Agent olwenziwe yi-SpaceXAI, olukwazi ukungena kuma-akhawunti abasebenzisi futhi lusebenzise amawebhusayithi namathuluzi njengomuntu wangempela, lusebenzele abasebenzisi efwini amahora angu-24 ngosuku. Lolu hlelo lusekela ukusebenzisana kwama-Bot amaningi ngesikhathi esisodwa, ukurekhodwa...00
EvoXI-ejenti ye-AII-EvoX iyi-AI Agent ezithuthukisa yona eyethulwe yi-EvoMap. Isebenzisa imodi yeqoqo ukuhlukanisa imisebenzi eyinkimbinkimbi ibe yimisebenzi emincane enikezwa ama-Agent amaningi ukuthi ayenze ngesikhathi esisodwa, bese ihlanganisa imiphumela, igweme ukungcoliswa komongo. Ama-Agent angazuza kokuhlangenwe nakho komhlaba wonke ukuze azithuthukise,具...00
MindMemOS – Uhlelo lokusebenza lwememori lwe-AI Agent oluvulekele umphakathi, oluvulwe yi-Huawei Noah's Ark LabI-ejenti ye-AIMindMemOS – Uhlelo lokusebenza lwememori lwe-AI Agent oluvulekele umphakathi, oluvulwe yi-Huawei Noah's Ark Lab, lwenzelwe ukuhlinzeka ama-agent adinga ukuphathwa kwememori yesikhathi eside ngongqimba lwememori oluvulelekile nolungasetshenziswa kabusha. Lusebenzisa isakhiwo esinezilinganiso ezintathu: ibhizinisi, isibaluli nesikhathi, luhlukanisa imemori ku-Agent eyodwa luyenze impahla ezimele esebenza kuwo wonke amafreyimwokhi, futhi luthuthukisa imemori ngokuqhubekayo ngezinqubo ezifana ne-Dreaming yokuhlela ungaxhunyiwe ku-inthanethi, i-Feedback yokulungisa amaphutha kanye ne-Skill Evolution yokuziphendukela ngokuzenzakalelayo. Uhlelo luhlinzeka ngezindlela ezimbili zokubhala imemori (MindVanilla, MindSchema) kanye nokusesha kwe-Compact Search okunemizila eminingi, futhi lusekela ukufakwa ku-Docker endaweni, i-API esebenza efwini, i-Python SDK, i-CLI nezinye izindlela zokuxhuma. Ngokunemba kokubuyisa okuhlelekile okungaphezu kuka-94% kanye nokuthuthukisa ukunemba kwezimpendulo zemibuzo ngo-10% ngemva kokucindezelwa kwememori, lusiza abathuthukisi ukuthi babelane ngolwazi phakathi kwezingxoxo futhi bathuthukise ukusebenza kwemisebenzi ezimweni ezifana nabasizi abenziwe ngezifiso, ukubambisana kwama-Agent amaningi kanye ne-automation eyinkimbinkimbi yemisebenzi yasehhovisi.00
Nemotron 3.5 LightningI-ejenti ye-AII-Nemotron 3.5 Lightning iyimodeli ye-MoE yomthombo ovulekile enamapharamitha angu-30B eyethulwe ngu-NVIDIA, elungiselelwe ngokukhethekile amasistimu anama-agent amaningi. Uma iqhathaniswa namamodeli afanayo, ijubane lokukhipha imiphumela likhuphuka izikhathi ezi-4, kanti ijubane lokuqedela imisebenzi yama-agent likhuphuka ngo-30%, ...00
Gemini 3.5 FlashUmsizi ohlakaniphile we-AII-Gemini 3.5 Flash ingumsizi ohlakaniphile we-AI wabathuthukisi, abaklami bemikhiqizo, abaphathi bokuqukethwe nabacwaningi. Ngokwezinto ezinikeziwe, yethulwe yi-Google ku-I/O 2026, iqhubeka nokugxila kochungechunge lwe-Flash ekubambezelekeni okuphansi, futhi isetshenziselwa ukucabanga okuyinkimbinkimbi, ukuhlaziya umongo omude nokuqhubekisela phambili imisebenzi enezinyathelo eziningi. Abasebenzisi bangafaka umbhalo, izithombe, amavidiyo, umsindo noma ama-PDF, bese besebenzisa ukubizwa kwemisebenzi, okukhiphayo okuhlelekile, ukusesha nokusetshenziswa kwekhodi ukuze bahlele ulwazi, bakhiqize ikhodi, balungise amaphutha, bakhe ama-prototype futhi basekele izinqubo. Ilungele ukuphatha amadokhumenti amade, izingxenye zekhodi nolwazi oluvela kumafayela amaningi, futhi ingasetshenziswa nasekuzenzakaleleni kwamabhizinisi nasekubambisaneni kwamaqembu ahlukahlukene. Imiphumela yangempela isathonywa ikhwalithi yokufakwayo, ubunkimbinkimbi bomsebenzi kanye nokumiswa kwamathuluzi, ngakho okuqukethwe okubalulekile kudinga ukubuyekezwa ngumuntu.068.6
I-Kitesurf – isiphequluli esilula sefu se-AI Agent esethulwe yi-CloudflareI-ejenti ye-AII-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.00
I-E-Bench – ibhentshimakhi yokuhlola ama-agent ehlakaniphile eyethulwe yi-Tencent Hunyuan nabanyeUkuhlolwa kwamamodeli e-AII-E-Bench iyibhentshimakhi yokuhlola ukusetshenziswa kwamathuluzi ngezinyathelo eziningi, eyethulwe ithimba le-Tencent Hunyuan ngokubambisana ne-Tsinghua University AIR kanye ne-Southeast University. Yakha izindawo ezibonakalayo zokwenziwa ngokuphelele ezisekelwe ku-Honor of Kings, QQ Music kanye ne-Tencent Meeting, iqukethe imisebenzi engu-323 yokushintsha isimo kanye nedatha engaphezu kuka-7.6 万. Ngokusebenzisa ukungalingani okubili kwegebe lolwazi kanye negebe lamathuluzi, ihlola ukuthi amamodeli aqoqa kanjani ulwazi ngokuzimela futhi ahlele izingcingo zamathuluzi ezinyathelo eziningi. Isebenzisa umehluko oqinisekile wesimo sesizindalwazi ukuze ikale, okwenza imiphumela izinze futhi iphinde ikhiqizwe. Le bhentshimakhi ihloselwe abacwaningi bama-agent e-AI nabathuthukisi bamamodeli, ibasiza ukubona amamodeli anenani elihle uma kuqhathaniswa nezindleko futhi iqhubekisele phambili ukusungulwa kwamazinga okuhlola ama-agent ajwayelekile.00
I-Wan有无界I-ejenti ye-AII-Wan有无界 – indawo yokusebenzisana yama-Agent anemisebenzi eminingi eyethulwe yi-Aliyun, eyenzelwe amabhizinisi nosomabhizinisi abazimele. Ihlanganisa ngokuzenzakalelayo abasebenzi bedijithali abafana ne-PMO, abathuthukisi nabahloli, bakhe iqembu lokusebenzisana eliqhubekisela phambili futhi lethule amaphrojekthi ayinkimbinkimbi ngokulandelana. Inkundla inikeza izifanekiso zezimo ezilungele ukusetshenziswa, ukuxhumeka okuguquguqukayo kwama-Agent asekhaya, kanye nokugcinwa nokusetshenziswa kabusha kwempahla ngokuzenzakalelayo. Isekela ukushintsha phakathi kwemodi yezingxoxo zohambo olulodwa kanye nemodi yengxoxo yeqembu enama-Agent amaningi. Iqukethe i-Agent yokuxhumanisa eyakhelwe ngaphakathi eqinisekisa ukuthi ukusebenzisana kwezindima eziningi akuphazamiseki, futhi yonke inqubo ibonakala futhi ilandeleka, okusiza abasebenzisi baguqule inqubo yokwenza ibe yimpahla yeqembu ne-SOP engasetshenziswa kabusha.00
Qwen-CUA – I-Computer Use Agent yomdabu eyethulwe yi-Alibaba Qwen nabanyeI-ejenti ye-AII-Qwen-CUA – I-Computer Use Agent yomdabu eyethulwe yi-Alibaba Qwen nabanye, isekelwe ekwakhiweni kwe-Mixture-of-Experts engu-397B-A17B. Ibona isimo sesixhumi esibonakalayo ngezithombe zesikrini kuphela, ngaphandle kokuncika esihlahleni se-DOM noma kumethadatha yokufinyeleleka, futhi ikhiphe ngokuqondile imicimbi yekhibhodi negundane ukuze ilawule iziphequluli, amadeskithophu nezinhlelo zobuchwepheshe. Ekuhlolweni kwe-OSWorld-Verified ithole amaphuzu angu-86.2, kanti inguqulo enkulu i-Qwen-CUA-Max ithole angu-87.6, okuyizinga elihamba phambili emkhakheni wama-CUA omthombo ovulekile. Isebenzisa ukuqeqeshwa kokuphela-kuya-ekupheleni kokubona-isenzo, inokusebenziseka ezinkundleni ezahlukene nokuzinza okuphezulu, futhi sekukhishwe umbiko wezobuchwepheshe kanye ne-Demo, okuyenza ifanele ukuhlolwa okuzenzakalelayo, i-RPA, usizo lokufinyeleleka kanye nokulawula izinhlelo zocwaningo.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
Today AII-ejenti ye-AII-Today AI iwuhlelo lokusebenza lwe-AI Agent oluqondene nomuntu siqu, olwethulwe ngu-Qi Junyuan, owayengumsunguli we-Teambition. Umkhiqizo ungaxhuma kukhompyutha, amafayela akuleyo khompyutha, imilayezo, ikhalenda kanye nezinsizakalo ezihlukahlukene zamafu, uqhubeke nokwakha inkumbulo yesikhathi eside yomsebenzisi, ufeze ukusuka...00
Muse Glimmer – Imodeli yolimi enkulu enamapharamitha ayizigidi eziyizinkulungwane ezingu-30 evulwe yi-MetaI-ejenti ye-AIIMuse Glimmer imodeli yolimi enkulu enamapharamitha ayizigidi eziyizinkulungwane ezingu-30 evulwe yi-Meta, eyenzelwe futhi yalungiselelwa ngokujulile ukuqhuba ama-Workflow e-Agent ahlala kudivayisi ubusuku nemini. Ngobuchwepheshe be-4bit quantization, imodeli ingasebenza kahle ku-GPU eyikhadi elilodwa elinememori engu-24GB noma ku-Apple Silicon (M4/M5 Max) enememori ehlanganisiwe engu-32GB, cishe ngaphandle kokuncipha kokusebenza. Ihlanganisa i-DFlash speculative decoding, efinyelela ekusheshiseni okufika ku-3.1x ku-hardware esezingeni eliphezulu njenge-RTX 5090, futhi isekela imisebenzi ye-multimodal efana nezingxoxo zesikhathi sangempela, ukubiza amathuluzi, ukukhiqiza ikhodi kanye nokucabanga ngezinyathelo eziningi. Ifanele abathuthukisi ngabanye, amabhizinisi amancane naphakathi, kanye nezimboni ezifana nezempilo nezezimali ezinezidingo eziphezulu zobumfihlo bedatha. Inikeza amandla e-AI asebenza kahle endaweni ngaphandle kwemfuneko enkulu yememori ye-GPU, futhi yonke idatha ihlala ngaphakathi kwedivayisi.00
I-Warp Agent CLI – ithuluzi elizimele lokubhala ikhodi ngomugqa womyalo elivela kwa-WarpI-ejenti ye-AII-Warp Agent CLI iyithuluzi elizimele lokubhala ikhodi ngomugqa womyalo elivela kwa-Warp, elisebenza kunoma iyiphi indawo yetheminali, okuhlanganisa i-Ghostty, i-iTerm 2, i-VS Code kanye netheminali eyakhelwe ohlelweni. Leli thuluzi lakhiwe phezu kwengqalasizinda yetheminali ye-Warp, linemultiplexer eyakhelwe ngaphakathi ephethe ukuxhumana kwe-pty ngokwemvelo, futhi ligcina umongo we-Agent lapho ushintsha phakathi kwezinkomba noma kumaseshini e-SSH. Lingasebenzisa izinhlelo ezisebenzisanayo zesikrini esigcwele ezifana ne-sqlite ne-python, lisekele iphrothokholi ye-MCP, futhi lihlele ngokuzenzakalelayo imisebenzi yama-Agent angaphansi asebenza endaweni noma efwini, okuhlanganisa ukuyinikezela ku-Claude Code noma ku-Codex.00
WorldClaw – uhlaka lokukhiqiza imihlaba ye-3D olwenziwe ithimba le-Tencent HunyuanUmklamo we-3DI-WorldClaw iwuhlaka lokukhiqiza imihlaba evulekile ye-3D oluqhutshwa yi-Agent, olwenziwe ithimba le-Tencent Hunyuan. Lapho umsebenzisi efaka incazelo ngolimi lwemvelo, uhlelo lungahlela ngokuzenzakalelayo indawo, izifunda, izakhiwo, izinto kanye nobudlelwano bendawo, lusebenzisa isu lokukhiqiza elisuka kokujwayelekile liye kokuningiliziwe, bese lwakha isigcawu esiphelele se-3D ku-Blender esingahlolwa ngokukhululekile futhi esisekela ukuhlelwa kwento ngayinye. Uhlaka luqhutshwa ngokubambisana ngamamodeli amaningi afana ne-Claude Opus, GPT-Image-2, SAM3 kanye ne-Hunyuan3D, futhi lunekhono le-visual Agent lokuzihlola nokuzilungisa, olungalungisa ngokuzenzakalelayo izinkinga zokuthintana ezifana nezinto ezilenga emoyeni noma ezingena kwezinye.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
Omega – Inkundla yokuhlaziya idatha esebenzisa i-AI eyakhiwe yi-TencentUkuhlaziywa kwedatha nge-AII-Omega – Inkundla yokuhlaziya idatha esebenzisa i-AI eyakhiwe yi-Tencent iyinkundla yokuhlaziya idatha esebenzisa i-AI eyakhiwe yi-Tencent, inguqulo yayo yokuhlola yangaphakathi ibizwa ngokuthi “马尔摩斯 (marmos)”. Leli thuluzi lisebenzisa i-Agent ukushayela lonke uchungechunge lokuhlaziya, livumele abasebenzisi ukuthi basebenzise ulimi lwemvelo ukuze bakhiqize amadeshibhodi edatha asebenzisanayo, ahlelwa kabusha futhi avuselelwa ngezikhathi ezithile, ngaleyo ndlela kufakwe i-AI ngempela ekuhambeni komsebenzi webhizinisi. Imisebenzi esemqoka ihlanganisa ukukhiqizwa kwedeshibhodi ngokuchofoza okukodwa kusetshenziswa i-AI, ukuhlela okuphindaphindwayo ngolimi lwemvelo, ukuhlunga okuhlakaniphile nokuvumelanisa, ukuxhuma amamodeli encazelo, izexwayiso zokuqapha nokuthunyelwa okuhleliwe, injini yokubonisa idatha enezitayela eziningi, kanye nokuphathwa kwezinguqulo nokusebenzisana. Ilungele izimo ezifana nokuphathwa kwe-e-commerce, ukuqapha okuqukethwe, imibiko yezezimali, ukuphathwa kwemikhiqizo nokunquma umnikelo wokumaketha, isiza izinkampani zenze ukuhlakanipha okuphelele kusukela ekuqondeni idatha kuya ekuthatheni izinqumo nasekusebenzeni.00Wonke amathuluzi analeli thegi ayaboniswa.