I-Google yenze esinye isinyathelo emncintiswaneni wobunhloli bokwenziwa ngokuqaliswa kwe- I-Gemini 3.1 Pro, imodeli yayo entsha yokubhekisela eqondiswe ekucabangeni okuyinkimbinkimbiLe nkampani iwuveza njengenjini eyinhloko yesistimu yayo ye-AI, eyenzelwe ukudlulela ngale kwezimpendulo ezingabalulekile futhi ibhekane nezinkinga lapho kudingeka khona ukulungisa, ukulandelela izinyathelo nokuhlaziya izimo ezingakakhunjulwa kusengaphambili.
Ngokusho kwenkampani, I-Gemini 3.1 Pro manje isisakazwa emhlabeni jikelele kuzo zonke izinhlelo zokusebenza ezijwayelekile ze-GoogleKusukela kuhlelo lokusebenza lwe-Gemini kuya kumathuluzi akhethekile njenge-NotebookLM, imodeli ifika esigabeni sokuqala kumakhasimende amaningi akhokhayo, kodwa ngenhloso yokuba yindinganiso yemisebenzi enzima kokubili ezindaweni zabathengi nezobungcweti eYurophu nasemhlabeni wonke.
Imodeli eyenzelwe lapho impendulo elula inganele
Umlayezo we-Google ucacile impela: I-Gemini 3.1 Pro yenzelwe izimo lapho impendulo esheshayo nejwayelekile ingatholakali kalulaSikhuluma ngokuchaza izihloko eziyinkimbinkimbi ngokucacile, ukuhlanganisa amaphakheji amakhulu olwazi, noma ukuhlola amaphrojekthi okudala nawobuchwepheshe adinga izinyathelo eziningana ezixhumene kahle, okuvame kakhulu kumuntu osebenzisana nochwepheshe kune-chatbot elula.
Ezintweni zayo ezisemthethweni, inkampani igcizelela ukuthi inguqulo entsha isebenza njenge intuthuko kulokho abakubiza ngokuthi “ukucabanga okuphakathi”Ngamanye amazwi, ayikhiqizi nje umbhalo kahle, kodwa futhi ihlela kangcono izinkinga, iqhathanise ezinye izindlela, futhi igcina ukuvumelana lapho umsebenzi uba nzima. Le ndlela ifaneleka kakhulu ekusetshenzisweni kobungcweti ezinkampanini zaseYurophu ezidinga ukwenza ngokuzenzakalelayo ukuhlaziya kanye nokubhala ngaphandle kokulahla ubunzima.
Izibonelo zangaphakathi eziboniswe yi-Google zifaka: ukulingisa okunezinhlangothi ezintathu okusebenzisanayo, njengomhlambi wezinkanyezi ezilawulwa ngokuphelele yimodelikanye nokudalwa kwezithombe ezinyakazayo zevektha ngefomethi ye-SVG kusuka emiyalweni yombhalo. Esikhundleni sevidiyo yendabuko, uhlelo lukhiqiza ikhodi echaza ihluzo, igcina ubukhali kunoma yisiphi isikali kanye namafayela alula, okuyinto ethakazelisayo kubathuthukisi bewebhu kanye nabadali bokuqukethwe.
Umongo walo mnyakazo awulona iphutha: ukwamukelwa komndeni wakwaGemini Kube ngokushesha okukhulu ezinyangeni ezimbalwa njeLokhu kuphoqa i-Google ukuthi ibhekane nenani elikhulayo lemibuzo. Ngakho-ke, izinhlelo zokubhalisela ezisezingeni eliphezulu zinikeza imikhawulo yokusetshenziswa ebanzi kakhulu lapho kuxhunyanwa nenjini entsha yokusesha, okuyisinyathelo esithinta ngqo amabhizinisi nabasebenzisi abathuthukile eSpain naseYurophu abathembela kuleli thuluzi nsuku zonke.
Intuthuko ekucabangeni: imiphumela yokuhlolwa kanye nezilinganiso
Ushintsho lwe-Google lubonakala kakhulu ekuhlolweni kwayo kokucabanga kanye nokuqonda okujulile. Le nkampani ithi I-Gemini 3.1 Pro cishe iphinda kabili ukusebenza kweyandulelayo ekucabangeni okuhlelekileUkugxila ekuthuthukisweni kulezo zindawo lapho amamodeli evame ukuwohloka khona: izinkinga ezingacacile, ukuhlela okuhleliwe, ama-ejenti azimele, kanye nekhodi eyinkimbinkimbi.
Ku-benchmark ye-ARC-AGI-2, ebhekwa ngabaningi embonini njengendinganiso yokubhekisela yokulinganisa ikhono lokubhekana namaphethini amasha ngokupheleleI-Gemini 3.1 Pro ifinyelela izinga lokunemba elingu-77,1%. Inguqulo yangaphambilini yayicishe ibe yingxenye yesithathu yaleso sibalo, ngakho-ke igxathu liyamangalisa. Ngale kwephesenti, idatha ikhomba imodeli ehlanganisa kangcono uma inikezwa izimo ezingaphandle kwalokho okubonwe ekuqeqeshweni.
I-Google iphinde yabelana ngalokho, ekuhlaziyeni kwayo ukusebenza komhlaba wonke, I-Gemini 3.1 Pro ithuthuka ngokwesilinganiso cishe ngo-21% uma kuqhathaniswa ne-3 Pro futhi izobekwa ezingeni eliphakeme cishe ngo-16% kune-GPT-5.2 kuzo zonke izilinganiso ezifanayo. Ezindaweni ezifana nokuphequlula iwebhu ngamathuluzi, ukubuyisa ulwazi, kanye nokusebenzisa ikhodi, imodeli ithola amaphuzu aphezulu kakhulu kunomncintiswano, iqinisa ukugxila kwayo okusebenzayo.
Kunalokho, Ukuthuthuka kolwazi lwe-encyclopedia yakudala kuncane kakhulu.ngokushintshashintsha okuncane ekuhlolweni kolwazi olujwayelekile njenge-MMLU kanye nemiphumela ebuthakathaka kancane kwezinye izivivinyo ze-multimodal ezibanzi. Lokhu kubonisa ukuthi i-Google ibeke phambili ikhwalithi yokucabanga kanye nokusebenza ngamathuluzi kunokwandisa umongo ophezulu noma inani lolwazi olugcinwe ngekhanda.
Endabeni yekhodi, inkampani ibika ukwanda okuqhubekayo ekuhlolweni kwezinhlelo zokuncintisana, kanye nokwenyuka okukhulu kwezilinganiso zohlobo lwe-Elo, kuyilapho ekuhlolweni kokugcinwa kwesofthiwe yebhizinisi imodeli isalokhu ilingana kakhulu nabanye abadlali abaphambili kulo mkhakha. Kubonakala sengathi akugxili ekunqobeni ngokunqoba okukhulu kuzo zonke izinhlangothi.kodwa ekubeni nesibindi kakhulu lapho inkinga isuka kokungabalulekile.
Ukuhlanganiswa ohlelweni lwe-Google: kusukela kuhlelo lokusebenza lwe-Gemini kuya ku-Vertex AI
Mayelana nokutholakala, I-Gemini 3.1 Pro ikhishwe okokuqala ngqa ngaphambi kokubuyekezwa.Lesi sigaba senzelwe ukuqinisekisa izinguquko nokulungisa ukuziphatha ngaphambi kokukukhiphela umphakathi ngokugcwele. Naphezu kohlobo lwayo "lokubuka kuqala", ukuqaliswa kubanzi, kufinyelela kubasebenzisi bokugcina, onjiniyela, kanye nezinhlangano ngokufanayo.
Kumsebenzisi ojwayelekile, imodeli isivele ifika ku- Uhlelo lokusebenza lwe-Gemini olunemikhawulo yokusetshenziswa enwetshiwe kulabo abanezinhlelo ze-Google AI Pro kanye ne-Ultra 3.1Lesi sisekelo sobuchwepheshe esifanayo sihlanganiswe ne-NotebookLM, ithuluzi le-Google lokusebenza ngamadokhumenti amakhulu, yize okwamanje ligcinelwe ababhalisile abakhokhelwayo. Kusukela eSpain nakwamanye amazwe aseYurophu, lezi zinsizakalo ziyaqaliswa ukusebenza kancane kancane njengoba kuhlangatshezwana nezidingo zomthetho kanye nengqalasizinda.
Ezingeni lobuchwepheshe, Amabhizinisi nabathuthukisi bangafinyelela i-Gemini 3.1 Pro nge-Gemini API kanye nezinye izinkundla zemvelo. Imodeli iyatholakala ku-Google AI Studio, Vertex AI, Gemini Enterprise, ithuluzi lokuthuthukisa i-Antigravity agent, isikhombimsebenzisi somugqa womyalo we-Gemini CLI, kanye nezindawo zokuhlela ezifana ne-Android Studio.
Lokhu kukhishwa kuhambisana nenhloso ye-Google yokukunikeza isisekelo se-AI esingasetshenziswa kabusha kuzo zonke izinhlobo zomsebenziKusukela kuma-chatbot ezinkampani akhonza amakhasimende ngezilimi eziningi kuya ezinhlelweni zangaphakathi ezihlaziya idatha, zibhale imibiko, noma zisize amaqembu obuchwepheshe ukulungisa amaphutha futhi akhiqize ikhodi, ukugcizelela izincazelo ezicacile kanye nokucabanga ngesinyathelo ngesinyathelo kungaba yinto ebaluleke kakhulu ezinhlanganweni zaseYurophu ezijwayele ukubhekana nemibhalo eminingi kanye nemithethonqubo eyinkimbinkimbi.
Le nkampani iphinde iveze ukuthi Ukufinyelela kwebhizinisi kusesesigabeni sokuhlola esilawulwayo Kwamanye amapulatifomu, lokhu kukuvumela ukuthi ulungise ukuziphatha kwemodeli ezimweni zangempela ngaphambi kokuyenza inketho ezenzakalelayo kukhathalogi yakho. Le ndlela eqhubekayo izama ukulinganisela ukukhishwa okusheshayo nesidingo sokuqina ezindaweni ezibucayi.
Ukusetshenziswa okusebenzayo: kusukela ekuhleleni izinhlelo kuya kumaphrojekthi okudala
Ngale kwezinombolo, okunquma ukusebenza kwalolu hlobo lwemodeli yizimo ezithile zokusetshenziswa. Ngalo mqondo, i-Google iyaqondisa I-Gemini 3.1 Pro yabathuthukisi, amabhizinisi, kanye nabasebenzisi abathuthukile abadinga okungaphezu nje kwengxoxo evamileUmqondo uwukuthi isebenza njengohlobo "lozakwethu wezobuchwepheshe" okwaziyo ukucacisa imininingwane lapho umsebenzi uba nzima.
Kumaqembu okuthuthukisa, imodeli ingakwazi hlanganisa nge-API ku-Google AI Studio noma usebenzise ngqo kusuka ku- I-Android StudioLokhu kuvumela ukudalwa kwabathakathi abakhiqiza futhi babukeze ikhodi, baphakamise ukulungiswa, noma bavule amaphrojekthi lapho uhlelo lubambeke khona ngaphambilini. Abanye abasebenzisa izinhlelo zokusebenza zakuqala babika ukuthi, emisebenzini yokuhlela eyinkimbinkimbi kakhulu, imodeli entsha iyathuthuka lapho izinguqulo zangaphambilini zilahleka khona noma amaphutha aphindaphindwayo.
Ebhizinisini, ukufinyelela nge-Vertex AI kanye ne-Gemini Enterprise kuvula ithuba lokuthi Ukuhlaziywa kwedatha ngokuzenzakalela, fingqa amadokhumenti ayinkimbinkimbi, noma uthole amaphethini kudathabheyisi enkuluIphinde isetshenziswe ukuqinisa izikhungo zesevisi yamakhasimende, ngama-chatbot akwazi ukulandela izingxoxo ezinde, acabangele umongo, futhi anikeze izimpendulo ezinembile kakhulu kuneskripthi esilula esichazwe kusengaphambili.
Kubathengi bokugcina, Uhlelo lokusebenza lwe-Gemini kanye ne-NotebookLM ziba iziteshi eziyinhloko zokusetshenziswa kwansuku zonkeUkusuka lapho ungabhala imibhalo eyinkimbinkimbi, ulungiselele amaphepha ezemfundo, ufingqe imibiko emide noma uthole usizo lomuntu siqu kumaphrojekthi ochwepheshe, ngenzuzo yokuthi injini yakhelwe ukuchaza isizathu esikhundleni sokunikeza umusho omfushane nje.
I-Google iphinde igcizelele amakhono e-multimedia kanye nokulingisaLe misebenzi ihlanganisa ukukhiqiza izithombe ze-vector kusetshenziswa ikhodi, ukudala izithombe zedatha zesikhathi sangempela, kanye nokwakha izindawo ezisebenzisanayo ukuchaza imiqondo yesayensi eyinkimbinkimbi. Ziyafaneleka emikhakheni efana nemfundo, ukufinyelela emphakathini, kanye nokudalwa kokuhlangenwe nakho kwedijithali okuthuthukile.
Imodeli eyinhloko yomndeni wakwaGemini kanye nesu le-Google
Ngalesi sinyathelo, I-Gemini 3.1 Pro ithatha izintambo njengemodeli ehamba phambili emndenini we-AI we-GoogleNjengoba izibeka phakathi kwezinhlobo ezilula, ezigxile kwisivinini kanye nezinketho ezifana ne-Deep Think, ezihloselwe ucwaningo kanye nemisebenzi yesikhathi eside, umgomo uwukunikeza injini elinganiselayo engasetshenziswa nsuku zonke kodwa enobubanzi obanele bokusingatha amaphrojekthi ayinkimbinkimbi.
Isibuyekezo sifika ngemuva nje kokwethulwa kweGemini 3 Pro, okubonisa ukuthi ingcindezi yokuncintisana yemakethe lapho i-OpenAI, i-Anthropic nabanye abadlali benza khona izinyathelo ngesivinini esikhuluLokhu kukhishwa okusheshayo kwe-cadence kuhlose ukugcina i-Google iphezulu ezikhundleni ngokusebenza kwayo, kodwa futhi nasekubonweni komphakathi kanye nokwethenjwa kwamakhasimende ebhizinisi.
Elinye lamaphuzu inkampani ewagcizelelayo yileli ukusebenza kahle kwemodeliNgokuthuthukisa ukucabanga ngaphandle kokwandisa ukusetshenziswa kwezinsiza ngokungalawuleki, ithuluzi lihlose ukunciphisa izindleko zokusebenza kulabo abalihlanganisa nezinqubo eziningi kakhulu. Ezinhlanganweni eziphendula imibuzo eyizinkulungwane nsuku zonke, izinzuzo ezincane zokusebenza kahle zingaholela ekongeni okukhulu.
Ngesikhathi esifanayo, inkampani igcizelela ukuthi Okubalulekile akukhona nje ukuba nomodeli omkhulu kunayo yonke emakethe.kodwa leyo ehlala yodwa lapho inkinga ingasasebenzi kahle futhi idinga ukuqonda izici ezihlukile. Le ndlela ihambisana nokuthambekela okubanzi embonini: ukulinganisa ikhwalithi ye-AI hhayi nje ngobukhulu bayo noma ikhono layo lokukhiqiza umbhalo okhangayo, kodwa nangendlela esebenza ngayo emisebenzini yangempela ngomthelela oqondile ebhizinisini nasekukhiqizeni.
Uma sibheka phambili ezinyangeni ezizayo, konke kusikisela ukuthi I-Gemini 3.1 Pro izoba yisisekelo lapho i-Google izoqhubeka nokwakha khona izici ezintsha enjinini yayo yokusesha, amathuluzi ayo ehhovisi, kanye nezinsizakalo zokukhiqiza, futhi emakethe yaseYurophu. Ngesikhathi esifanayo, izosebenza njengophawu lokuphendula kwezimbangi ezifana ne-OpenAI kanye ne-Claude, ngendlela eguquguqukayo lapho inguqulo ngayinye iphoqa enye ukuthi iveze isandla sayo.
Ngalokhu kwethulwa, i-Google iqinisa ukuzibophezela kwayo ekuhlakanipheni okwenziwayo okubeka phambili ukucabanga, incazelo ecacile, kanye nekhono lokusebenza ngezinkinga eziyinkimbinkimbi. ukubeka i-Gemini 3.1 Pro njengesisekelo sesu layo le-AI kubasebenzisi, amabhizinisi, kanye nabathuthukisiKusazobonakala ukuthi konke lokhu kuzoholela kanjani empilweni yansuku zonke yalabo abakuhlanganisa nemisebenzi yabo, kodwa umyalezo wenkampani ucacile: impi ayisekho nje ngokukhuluma kahle, kodwa ukucabanga kangcono.
