I-Google iphinde yenza isinyathelo esu layo lobuhlakani bokwenziwa ngokukhishwa kwe-Gemini 3.7 Flash, isibuyekezo esifika emavikini amathathu nje ngemva kwe-Gemini 3.6 Flash. Le nkampani ifuna ukuqinisa uhla lwayo lwamamodeli asebenzayo—lawo angenamandla kakhulu kukhathalogi yayo kodwa abalulekile emisebenzini yansuku zonke efana nokuhlela, ukwenza izinqubo ngokuzenzakalela, noma ukusebenza ngamadokhumenti amakhulu. Inguqulo entsha iqala ngentengo yokukhushulwa eyenza kube inketho ekhangayo kakhulu kubathuthukisi namabhizinisi, ngesikhathi lapho ukuncintisana ne-OpenAI kanye ne-Anthropic kukhula khona.
Ukunyakaza kwe-Google akulona iphutha. Nakuba amahemuhemu mayelana nokubambezeleka kwe-Gemini 3.5 Pro eqhubeka, inkampani igxile ekusheshiseni ijubane lamamodeli ayo e-Flash, okuyiwona aqhuba ngempela ivolumu yemakethe. Inguqulo entsha ithembisa ukuthuthuka okukhulu kukhodi, ama-ejenti, kanye nokucutshungulwa kwamadokhumenti , futhi ikwenza lokho ngezindleko ngethokheni ngayinye ezizoncishiswa ngesigamu ezinyangeni ezimbalwa ezizayo. Lokhu kuhlanganiswa, ephepheni, kwenza i-Gemini 3.7 Flash ibe ngenye yezinketho eziphelele kakhulu emakethe namuhla.
Intuthuko yezobuchwepheshe eyenza umehluko omkhulu
Idatha eshicilelwe yi-Google ikhombisa ukuthuthuka okucacile kunesizukulwane esidlule. Ku-FrontierCode 1.1 Main test, elinganisa ikhwalithi yekhodi elungele ukukhiqizwa, i-Gemini 3.7 Flash ifinyelela ku-43,6% uma kuqhathaniswa no-34,4% we-Gemini 3.6 Flash. Ku-DeepSWE v1.1, ukuhlolwa okugxile emisebenzini yobunjiniyela besofthiwe yesikhathi eside, amaphuzu akhuphuka afinyelela ku-65,3%, edlula u-49% wangaphambi kwayo. Lezi zibalo zibonisa ukuthi imodeli ikhiqiza ikhodi ethembekile kakhulu ekuzameni kokuqala , okungahumushela ekuphindaphindeni okuncane futhi, ngenxa yalokho, ukonga kwangempela kwesikhathi nemali yamaqembu okuthuthukisa.
Ukuthuthukiswa kwewebhu nakho kuyazuzisa. Ku-WebDev Arena yase-Arena.ai, i-Gemini 3.7 Flash ithole isilinganiso se-Elo esingu-1588, sisuka ku-1538 senguqulo yangaphambilini. Le nkampani ithi imodeli ingakhiqiza izinhlelo zokusebenza eziphelele kanye nama-mockup asebenzayo anemiyalelo embalwa, futhi ingaphinda ngisho nezitayela zesibonisi kusuka kuzithombe-skrini noma izinhlelo zokuklama. Leli khono lokuqonda izinkomba ezibonakalayo livula umnyango wokusebenza okulula kakhulu kwabaklami nabathuthukisi abasebenza ndawonye eduze.
Ukuzimela okwengeziwe kwama-ejenti e-AI
Esinye sezici ezivelele kakhulu ze-Gemini 3.7 Flash ukusebenza kwayo emisebenzini edinga ukuhlela nokusebenzisa amathuluzi. Ku-benchmark ye-AutomationBench, ehlola ukusebenza ngokuzenzakalela kwemisebenzi yebhizinisi, imodeli ifinyelela ukusebenza kahle okungu-30,4%, cishe kabili kune-17% ebhalwe yi-Gemini 3.6 Flash. Lokhu kusho ukuthi imodeli iyakwazi ukuqeda imisebenzi eyinkimbinkimbi ngokungenelela okuncane kwabantu , okuyisici esibalulekile ezinkampanini ezifuna ukunciphisa izindleko zokusebenza.
Endaweni yokucubungula amadokhumenti ayinkimbinkimbi, ukuthuthuka kuyamangalisa. Esivivinyweni se-GDP.pdf, esilinganisa ukukhishwa kolwazi kumadokhumenti aminyene, i-Gemini 3.7 Flash ithola amaphuzu angu-34%, uma kuqhathaniswa no-22% walowo owandulelayo. Lokhu kuthuthuka kubaluleke kakhulu emikhakheni efana nezezimali, umthetho, kanye nesayensi yokuphila , lapho ukuphatha ngokunembile inani elikhulu lamadokhumenti kuyimfuneko yansuku zonke. I-Google igcizelela ukuthi imodeli inikela umzamo owengeziwe ekuhleleni izinyathelo eziningi kanye nezingcingo zamathuluzi, okunciphisa amaphutha emisebenzini emide.
Intengo nokutholakala: iphuzu elihle lokuthengisa
Isu lentengo le-Google ngokungangabazeki lingenye yezici ezihlaba umxhwele kakhulu kulokhu kwethulwa. Kuze kube nguDisemba 31, 2026, i-Gemini 3.7 Flash izobiza u-$0,75 ngesigidi samathokheni okungena kanye no-$3,75 ngesigidi samathokheni okuphuma, okuhlanganisa namathokheni okucabanga. Lokhu kuyingxenye yentengo yokuqala ye-Gemini 3.6 Flash , ukuncipha okunikezwa yinkampani njengethuba lonjiniyela lokukhulisa ama-ejenti abo ngenzuzo. Kusukela ngoJanuwari 1, 2027, izimali zizokhuphuka ziye ku-$1,50 kanye no-$7,50 ngokulandelana, okwenza izinyanga ezizayo zibe yifasitela elihle lokuhlola imodeli.
Imodeli manje isiyatholakala ku-Gemini API, i-Google AI Studio, i-Android Studio, i-Google Antigravity, kanye neplatifomu ye-Gemini Enterprise. Iphinde yafakwa ku-Gemini Spark, i-ejenti ye-AI yomuntu siqu etholakala kubabhalisile be-AI Pro kanye ne-Ultra emazweni angaphezu kwe-160. Lokhu kuhlanganiswa kuvumela i-Spark ukuthi isebenze kahle emisebenzini efana nokuhlanganisa amafayela, ukubhala ama-imeyili, kanye nokubuyekeza amadokhumenti esimo, konke kuxhaswe yi-Gemini 3.7 Flash.
Ukuphepha kanye nomongo emjahweni we-AI
I-Google iphinde yagcizelela ukuthi ukuphepha kusalokhu kuyinto eza kuqala. I-Gemini Flash 3.7 ifaka izindlela zokuvikela ezibuyekeziwe zokuvimbela ukusetshenziswa kabi ezindaweni ezifana nezicelo zamakhemikhali, zebhayoloji, zemisebe, nezenuzi (i-CBRN), kanye nokuhlaselwa kwe-cyber. Le nkampani ithi lezi zindlela zokuvikela azivimbeli amacala okusetshenziswa asemthethweni , ibhalansi ebalulekile yokugcina ukwethenjwa kwabathuthukisi namabhizinisi.
Ukwethulwa kweGemini 3.7 Flash kuza ngesikhathi sokungaqiniseki ngemephu yendlela ye-Google. Ukubambezeleka kweGemini 3.5 Pro kuphakamise ukungabaza phakathi kwabatshalizimali, abazibuza ukuthi inkampani ingahambisana yini nabancintisana nayo. Okwamanje, ububanzi beFlash buqala ukuba ngumsebenzi wezohwebo we-Google , ngemijikelezo yokuvuselelwa emifushane kakhulu kanye namanani aqinile. Ukuhlelwa kabusha kwakamuva kwe-Google DeepMind, noDemis Hassabis njengomongameli kanye noKoray Kavukcuoglu njengomqondisi, kuqinisa umqondo wokuthi inkampani ifuna ukusheshisa ukuthuthukiswa kwamamodeli ayo kanye nokuthengiswa kwawo.
Kwabaphathi bezobuchwepheshe, isinqumo sokwamukela i-Gemini 3.7 Flash sizoncika kokungaphezu nje kwezilinganiso. Intengo encishisiwe phakathi no-2026 iyisikhuthazo esicacile, kodwa izindleko zangempela ngomsebenzi ngamunye oqediwe, kufaka phakathi ukuzama kabusha kanye nokuqapha kwabantu, kuzodingeka zilinganiswe. Iwindi lesaphulelo livumela ukuhlola imodeli ngengozi ephansi yezezimali , kodwa ukusetshenziswa okuklanyelwe manje kumele kucabangele ukuthi intengo izophindeka kabili ngoJanuwari. Isihluthulelo kuzoba ukuhlola ukuthi ukusebenza kwemodeli kuyayithethelela yini imali etshaliwe isikhathi eside, into eyoqinisekiswa kuphela yizikhathi kanye namacala okusetshenziswa kwangempela.