- I-Sonnet 4.5 inika amandla ama-ejenti ahlala isikhathi eside, ikhodi engcono, nekhompyutha ethembekile, enamathokheni okukhipha angu-64K nokugxila kwamahora angaphezu kuka-30.
- Izibuyekezo ze-Claude Code (izindawo zokuhlola, ukuphela, Ikhodi ye-VS), yengeza inkumbulo nokuhlelwa kokuqukethwe ku-API, futhi yethula i-SDK yomenzeli.
- Ithuthukela kwezokuvikela (ASL-3, imibono engamanga embalwa, ukuzivikela ekujovweni ngokushesha) futhi isebenza kahle ebhentshini le-SWE kanye ne-OSWorld.
- Itholakala ku-Claude.ai, API, Bedrock, kanye ne-Vertex AI, ngamanani asuka ku-$3 kuya ku-$15, nokongiwa kokulondoloza isikhashana nokuhlanganisa.
Ukufika kweClaude Sonnet 4.5 kuvuselele insimu ye-AI esetshenziswa kuma-ejenti kanye nokuthuthukiswa kwesofthiwe, ngezithembiso ezisukela ekuhleleni okuzimele kanye nokuphathwa kwamakhompyutha kuya ekuthuthukisweni okubonakalayo kokucabanga kanye nezibalo. I-Anthropic iyiveza njengemodeli yayo enekhono kakhulu kuze kube manje, ngokugxila okucacile: ukuguqula uClaude abe ngaphezu nje komsizi wengxoxo, ukuyisunduzela endaweni "ye-ejenti esebenza."
Ngesikhathi esifanayo, inkampani iqinisa uhlelo lwayo lwe-ecosystem ngokuthuthukisa i-Claude Code, amathuluzi amasha onjiniyela, kanye nesendlalelo sokuphepha nokuqondanisa esiqinile. Umyalezo uzimisele kakhulu: imodeli engcono kakhulu yama-ejenti, ikhodi, kanye nokusetshenziswa kwekhompyutha , okusekelwa yizilinganiso ezifana ne-SWE-bench Verified kanye ne-OSWorld, ngaphezu kweqoqo lezici ezenzelwe ukwenza lula imisebenzi yesikhathi eside neyinkimbinkimbi.
Iyini iClaude Sonnet 4.5 futhi ithembisani?
I-Anthropic ichaza i-Sonnet 4.5 njengemodeli yayo enamandla kakhulu ezindaweni ezibalulekile: ukwakha ama-ejenti ayinkimbinkimbi, ukukhiqizwa nokugcinwa kwamakhodi, kanye nokulawulwa kwamakhompyutha . Idlula nje ukulebula; inkampani ithi intuthuko ecacile ekucabangeni nasezibalo, izinsika ezimbili ezenza umehluko omkhulu lapho amaphrojekthi ehilela izinyathelo eziningi kanye nokuncika.
Esinye sezici zayo eziphawuleka kakhulu yikhono layo lokuqhubeka nemisebenzi eyinkimbinkimbi amahora angaphezu kwama-30 elandelanayo, igcina ukugxila ngaphandle kokungenelela okuqondile. Ngamazwi angokoqobo, lokhu kusho ukuthi i-ejenti ingaqhubeka nemisebenzi emide, ehlelekile ngaphandle kokulahlekelwa umkhondo. Ngaphezu kwalokho, imodeli isekela imiphumela yamathokheni afinyelela ku-64.000, okuwusizo kakhulu ekuhleleni okuningiliziwe nasekukhiqizeni amabhlogo amakhulu ekhodi.
Ezilinganisweni zomphakathi, i-Anthropic ithi i-Sonnet 4.5 iyi-series ephezulu ku-SWE-bench Verified, ukuhlolwa okulinganisa ikhono lesofthiwe lokuxazulula izinkinga zangempela. Iphinde ivelele ku-OSWorld ngamaphuzu angu-61,4%, okubonisa ukuthuthuka okukhulu ezindaweni zangempela zedeskithophu . Inkampani ngokwayo iqhathanisa lokhu okungu-61,4% no-42,2% okutholwe yi-Sonnet 4 ezinyangeni ezimbalwa ezedlule, ukwanda okukhulu.
Ngale kokusebenza okungaphelele, inkampani igcizelela ukuthi iyimodeli yayo "emngceleni" ehambisana kakhulu: ukuziphatha okukhathazayo njengokuthopha ngokweqile, ukufuna amandla, noma ukuthambekela kokusekela ukucabanga okukhohlisayo kuncishisiwe , futhi ukuzivikela ekuhlaselweni okusheshayo kwezimo zokusetshenziswa kwamakhompyutha kanye namakhono e-ejenti kuqinisiwe.
Izibuyekezo ze-Ecosystem: Ikhodi ye-Claude, Izinhlelo zokusebenza, ne-Platform
I-Sonnet 4.5 ifika nesibuyekezo esikhulu somkhiqizo. I-Claude Code yethula izindawo zokuhlola , esinye sezici eziceliwe kakhulu: zigcina inqubekela phambili futhi zivumela abasebenzisi ukuthi babuyele ngokushesha ezimweni zangaphambilini. Kunoma ubani othuthuka ngokuphindaphinda okude, lolu shintsho lunciphisa ukungqubuzana futhi lunikeza ukuzethemba kokuhlola izindlela ezahlukene ngaphandle kokwesaba ukuphula yonke into.
Lokhu kungaphezu kwesixhumi esibonakalayo se-terminal esiklanywe kabusha kanye nokuqaliswa kwesandiso sendabuko se-Visual Studio Code , ngenhloso yokuhlanganisa i-Claude ngqo ku-IDE lapho abahleli bezinhlelo bechitha khona izinsuku zabo. Lesi yisinyathelo esibalulekile sokuqhubekela phambili uma umgomo uwukuba imodeli ithathe indima yokusebenza kakhulu futhi ingabi yingxenye yangaphandle.
Ngasohlangothini lwe-API, kunezinto ezimbili ezibalulekile: ukuhlela umongo kanye nethuluzi elisha lememori lokugcina nokuthola ulwazi . Konke lokhu kuvumela ama-ejenti ukuthi asebenze isikhathi eside, ehlunga umongo osemdala futhi egcina okubaluleke ngempela kufinyeleleka—okubalulekile lapho imisebenzi ihlala amahora amaningi futhi izidingo zishintsha ngokushesha.
Kuzinhlelo zokusebenza zikaClaude, okunye okusha okubalulekile yikhono lokusebenzisa ikhodi nokudala amafayela (amadokhumenti, amaspredishithi, kanye nezethulo) engxoxweni. Lokhu kuvumela imodeli ukuthi ihlaziye idatha, ikhiqize okuqukethwe, futhi ikukhiqize ngefomethi yehhovisi ngaphandle kokushiya ingxoxo, ihlanganise ithiyori kanye nokusebenza ndawonye ngentambo efanayo.
Okokugcina, isandiso se-Chrome esisemthethweni sikaClaude siyatholakala kubasebenzisi be-Max abajoyine uhlu lokulinda, okuvula umnyango wokwenza imisebenzi yesiphequluli ngokuzenzakalela ngokungqubuzana okuncane nokuthembeka okwengeziwe.
I-SDK ye-Claude Agent: Amabhulokhi wokwakha owakho ama-agent
I-Anthropic ayibonisi nje kuphela lokho umkhiqizo wayo oyinhloko ongakwenza; futhi inikeza izakhi zokwakha ukuze abanye bakwazi ukuzenza ngokwezifiso. I -Claude Agent SDK entsha yabelana ngengqalasizinda enika amandla i-Claude Code futhi yenzelwe ukubhekana nezinkinga ezinzima: ukuphathwa kwememori yemisebenzi eqhubeka isikhathi eside, izinhlelo zemvume ezilinganisela ukuzimela nokulawula komsebenzisi, kanye nokuxhumana phakathi kwama-sub-ejenti asebenza emgomweni ofanayo.
Isiphakamiso siwukuguqula le SDK ibe isisekelo esingasetshenziswa kabusha, ukuze noma yiliphi iqembu likwazi ukwakha i-ejenti yalo lisebenzisa amathuluzi aqinisekisiwe okukhiqiza . I-Anthropic igcizelela ukuthi, nakuba ekuqaleni yathuthukiswa ngezinhlelo zokusebenza ezisekelwe kukhodi, ibonisa izinzuzo emisebenzini eminingi.
Ukubuka kuqala kocwaningo: "Cabanga ngoClaude"
Kanye ne-Sonnet 4.5, i-Anthropic inikeza ulwazi lwesikhashana olubizwa ngokuthi "Cabanga noClaude." Kulolu vivinyo, imodeli ikhiqiza isofthiwe ngokushesha ngaphandle kokusebenza okunqunyiwe , isabela ekusebenzisaneni komsebenzisi ngesikhathi sangempela. Empeleni, kuyisibonakaliso salokho okungafezwa uma imodeli enekhono ihlanganiswa nengqalasizinda efanele.
Ukubuka kuqala kuyatholakala izinsuku ezinhlanu kubabhalisile be-Max futhi kungafinyelelwa ku-claude.ai/imagine. Le nkampani ikwethula njengombukiso odlalayo kodwa owembulayo wamakhono e-Sonnet 4.5 maqondana nokukhiqiza kanye nokuzivumelanisa nezimo.
Ukuphepha, ukuqondanisa kanye nezinga le-ASL-3
Ukufakwa kwe-Sonnet 4.5 kusekelwa yizinga lokuphepha le-ASL-3, uhlaka olulungisa amakhono emodeli ngezivikelo ezifanele . Lezi zinyathelo zifaka phakathi izihlungi ezenzelwe ukuthola okufakwayo kanye nemiphumela engaba yingozi, kugxilwe ezindaweni ze-CBRN (zamakhemikhali, zebhayoloji, zemisebe, kanye nezenuzi).
I-Anthropic iyavuma ukuthi laba abahlunga ngezigaba ngezinye izikhathi bangamaka okuqukethwe okusemthethweni, futhi ukuze bagweme ukuphazamisa umsebenzisi, inikeza ukuqhubeka nengxoxo ne-Sonnet 4, eveza ingozi ephansi ye-CBRN. Selokhu baqala ukuchaza lezi zihlungi, banciphise imiphumela engamanga ngesilinganiso seshumi, futhi selokhu kwethulwa i-Claude Opus 4 ngoMeyi, ngesilinganiso sesibili. Bathembisa ukuthi ukucaca kwabahlunga ngezigaba kuzoqhubeka nokuthuthuka.
Ukuqondanisa kudlulela ngale kwezihlungi: ukuqeqeshwa nokuhlolwa kokuphepha manje kuhlanganisa, okokuqala ngqa, izivivinyo eziphefumulelwe ukuhunyushwa kwemishini , ngenhloso yokuqonda kangcono nokulawula ukuziphatha kwangaphakathi kwemodeli. Ngaphezu kwalokho, ukuzivikela ekufakweni ngokushesha kuye kwaqiniswa, okubaluleke kakhulu lapho uhlelo luphequlula, lusebenza kuma-desktop abonakalayo, noma luqhuba izenzo.
Ukutholakala, ukuhlanganiswa kanye nentengo
I-Claude Sonnet 4.5 itholakala yonke indawo namuhla. Abathuthukisi bangayisebenzisa nge-Claude API ngokusebenzisa imodeli ethi "claude-sonnet-4-5" . Intengo ihlala ifana neyesizukulwane esidlule: amathokheni ayizigidi ezingu-$3 kanye namathokheni ayizigidi ezingu-$15.
I-Anthropic inikeza izinzuzo zezindleko ngengqalasizinda yayo: ukonga kufika ku-90% nge-caching esheshayo kanye no-50% owengeziwe nge-batch processing—izibalo ezenzelwe imithwalo yemisebenzi eminingi. Kubasebenzisi bokugcina, ingxoxo iyatholakala nge-Sonnet 4.5 ku-Claude.ai (iwebhu, i-iOS, ne-Android), kanti kumabhizinisi, itholakala ngokwemvelo ku-Claude Developer Platform, kanye ne-Amazon Bedrock kanye ne-Google Cloud Vertex AI.
Ngasohlangothini lwebhizinisi, kukhona uhlelo lwamahhala olunomkhawulo weseshini oqala kabusha njalo emahoreni amahlanu kanye nenani eliguquguqukayo lemiyalezo uma kudingeka. Futhi emisebenzini yokuhlela eyinkimbinkimbi, iClaude Code isebenza njengomhlinzeki oholayo.
Izimo Zokusebenzisa Ezifakiwe
I-Sonnet 4.5 yethulwa njengemodeli efanelekile yama-ejenti: ingaphendula cishe ngokushesha noma isebenzise ukucabanga okubonakalayo, okuhamba ngesinyathelo lapho umsebenzi udinga khona. Abasebenzisi be-API balawula ngokunembile ukuthi imodeli "icabanga isikhathi esingakanani," bekhetha phakathi kwesivinini nokujula.
Ekuthuthukisweni kwesofthiwe, ihlanganisa yonke impilo: ukuhlela, ukukhiqiza, ukugcinwa, ukulungiswa kwamaphutha, kanye nokulungiswa kabusha okukhulu . Umongo wokukhipha okukhulu (kufika kumathokheni angu-64K) kwenza kube lula ukukhiqizwa kwezinhlelo ezihambisanayo nezibanzi kanye nekhodi.
Ngokuphathelene nokusetshenziswa kwesiphequluli kanye nedeskithophu, ihamba phambili esigabeni sayo: iqeda imisebenzi yangempela kusukela ekuhlaziyeni okuncintisanayo kanye nokuthenga kuya ekufakweni kwamakhasimende kuwebhu. Inhloso iwukuthi ukunemba nokuthembeka kuzoqhubeka nokuthuthuka ngokuhamba kwesikhathi.
Kwezokuphepha kwe-inthanethi, amaqembu ahlanganisa i-Sonnet 4.5 ne-Claude Code angathumela ama-ejenti alungisa ngokuzimela ubuthakathaka ngaphambi kokuba busetshenziswe kabi, ashintshe ukugxila ekutholeni okusebenzayo kuya ekuvikeleni okusebenzayo.
Kwezezimali, imodeli ibhekana nokuhlaziywa kokufakwayo kanye nezibikezelo eziyinkimbinkimbi ; isibonelo, iqapha izinguquko zomthetho zomhlaba wonke futhi ivumelanisa nezinhlelo zokuthobela imithetho ngendlela efanele, ishintsha kusukela ekulungiseleleni ukuhlolwa kwezimali ngesandla kuya ekuphathweni kwezingozi okuhlakaniphile.
Ekukhiqizeni kwebhizinisi, iyazikhandla ekudaleni nasekuhleleni amafayela ehhovisi (amadokhumenti, amaspredishithi, izethulo) . Futhi ocwaningweni, ingalandelela imithombo yangaphakathi neyangaphandle ukuze ihlanganise ulwazi ezindaweni eziyinkimbinkimbi zolwazi.
Ngokuphathelene nokuqukethwe, uphumelela kakhulu ekubhaleni ngokuqonda ukuhlukahluka kanye nethoni, ekhiqiza imibhalo ekholisayo futhi ehlaziya ezingeni elijulile lencazelo , iphuzu elibalulekile lokumaketha, imibhalo yobuchwepheshe noma ukuxhumana kwezinkampani.
Ukusebenza namamethrikhi
Idatha eyethulwe yi-Anthropic ibeka i-Sonnet 4.5 ku-77,2% ku -SWE-bench Verified , ukusebenza kwayo okuhle kakhulu kuze kube manje ohlelweni. Ku-OSWorld, ifinyelela ku-61,4%, okuqinisa isikhundla sayo njengemodeli yayo engcono kakhulu "esebenzisa ikhompyutha". Lezi zilinganiso zisekelwa ubufakazi bokusebenza kwemisebenzi engaphezu kwamahora angu-30 kanye nomthamo wokukhipha wamathokheni angu-64.
Le nkampani ithi i-Sonnet 4.5 inika amandla ama-ejenti emikhakheni edinga kakhulu njengokuhlaziywa kwezezimali, ukuphepha kwe-inthanethi, kanye nocwaningo , ixhumanisa ama-ejenti amaningi kanye nokucubungula idatha eningi ngokuthembeka okudingwa yilezi zizinda.
Ukuvela komndeni wakwaSonnet kanye nendawo ye-4.5
Ukuze siqonde lokhu kukhuphuka, sidinga ukubheka emuva. I-Sonnet 3.7 yethule imodeli yokucabanga ehlanganisiwe eyathuthukisa kakhulu ikhodi, ukukhiqizwa kokuqukethwe, kanye nokuhlaziywa kwedatha. Ngemuva kwalokho, i-Sonnet 4 yaqinisa leyo ndlela ngokusebenza okuseduze nomngcele okusebenzayo kwabasizi babasebenzisi kanye nemisebenzi eningi.
I-Sonnet 4.5 yakhela kulowo mzila futhi iyithatha igxathu eliya phambili: isifiso sayo ukuba yisinqumo esinembile kakhulu semisebenzi emide, ama-ejenti ayinkimbinkimbi kanye nokusetshenziswa kwekhompyutha , ngolwazi olukhulu lwesizinda ekuhleleni izinhlelo, ezezimali kanye nokuphepha kwe-cyber.
Athini amacala angempela nomphakathi
I-Anthropic ibike ukuthi basebenzise i-Sonnet 4.5 amahora angu-30 alandelanayo ukuze bakhe ikhophi ye-Slack . Ngokusho kwenkampani, i-ejenti ikhiqize imigqa engu-11.000 yekhodi ingagadiwe futhi yema lapho umsebenzi usuqediwe. NgoMeyi, imodeli yabo ye-Opus 4 yayikwazile ukusebenza cishe amahora ayisikhombisa, ngakho irekhodi elisha lidlula kude lelo phawu.
Indaba izwakala inamandla, kodwa kuvela izinto ezihlukile ngaphandle kwezinto zokuphromotha. Abathuthukisi abanjengo-@midudev balandisa ngendlela imodeli eguqule ngayo amaphrojekthi wonke ngomyalo owodwa—besebenzisa amaphethini afana nokwakhiwa okuhlanzekile futhi bekhiqiza amakhulu noma izinkulungwane zemigqa —kodwa umphumela awuzange usebenze lapho kuhlanganiswa. Abanye babika okufanayo: ikhodi enesakhiwo esingenaphutha kanye nokubukeka kobungcweti, kodwa ephukile ngesikhathi sokusebenza.
Kuye kwavezwa nokuthi i-Anthropic ayizange ibonise uhlelo lokusebenza lwe-Slack okusolwa ukuthi lusebenza kusukela ekuqaleni kuze kube sekupheleni, kodwa kunalokho ishilo ukuthi yalwakha—igebe elikhulu phakathi kokuxhumana nokubonisa ngekhodi eqinisekisiwe . Le ndlela ayihlukile: kulo lonke imboni, amamodeli ayathuthuka ngokukhiqiza ikhodi ebukeka kahle kakhulu, kodwa avame ukwehluleka ukukhiqiza izixazululo ezisebenzayo ngaphandle kokungenelela okukhulu komuntu.
Ngaphakathi kwenkampani, ukuthuthuka kwamangaza ngisho nethimba layo. UDianne Penn uveza ukuthi imodeli inekhono eliphindwe kathathu ekusebenziseni amakhompyutha kunenguqulo ka-Okthoba nokuthi bachithe inyanga edlule besebenza ngempendulo evela ku-GitHub kanye ne-Cursor . I-Canva, njengomhloli we-beta, ithi iyasiza "ngemisebenzi eyinkimbinkimbi, ende." UScott White uyiqhathanisa "nezinga lenhloko yabasebenzi": ukuhlanganisa amashejuli, ukuhlaziya idatha, nokubhala imibiko.
Umyalezo oyisisekelo ucacile: ngisho noma kunemodeli eqinile, imishini ebonakalayo, ukuphathwa kwememori nokuqukethwe, ukwesekwa kwama-ejenti amaningi, kanye nezinhlelo zemvume kusadingeka ukuze kufakwe ama-ejenti athembekile ekukhiqizeni. Lesi yisona kanye isikhala esihloselwe ukugcwalisa i-Agent SDK kanye nezici ezintsha zepulatifomu.
Ukuncintisana nokuma kwemakethe
Ukwethulwa kwe-Sonnet 4.5 kubhekwa njengengxenye yomncintiswano oshubile: I-OpenAI iqhubekela phambili nesizukulwane sayo esilandelayo, kuyilapho i-Google iqhubeka ne-Gemini , yenza izinyathelo eziphoqa wonke umuntu ukuba asheshise imizamo yakhe. Kulesi simo, ama-ejenti esikhathi eside, ukusetshenziswa kwekhompyutha ngqo, kanye nokuhlela okuzenzakalelayo kuyizindawo ezibalulekile lapho inani elikhulu lebhizinisi lisengozini.
Noma ngubani oqinisekisa izinkampani ukuthi zingakwazi ukwenza imisebenzi yangempela ngokuzenzakalela ngokulawula nokuthembeka uzothola amalayisense kanye nokuthunyelwa okukhulu . I-Anthropic ikholelwa ukuthi ukuhlanganisa imodeli enamandla nengqalasizinda efanele—eyabo—kuzovala igebe phakathi kwemiboniso kanye nokusebenza okuqhubekayo.
Izincomo zokutholwa kanye nemikhuba emihle
Uma uzozama ngempela i-Sonnet 4.5, khumbula ukuthi ukuzimela akuveli ngaphandle kwentengo. Izenzo imodeli engayenza—ukufunda nokuguqula amafayela, ukuhambisa idatha, ukwenza imiyalo , kanye nokuzulazula—zidinga imithetho ecacile kanye nokuqapha. Ukunika amandla izinhlelo zemvume, ukubhala phansi ama-log, kanye nokusungula imingcele yokungenelela kwabantu kubalulekile ekunciphiseni izingozi.
Ekugelezeni kwekhodi, izindawo zokuhlola zikaClaude Code kanye nememori ye-API kusiza ekuqhubekeni ngokuphephile. Noma kunjalo, kuyalulekwa ukwenza ngokuzenzakalelayo amapayipi okuhlola nokuqinisekisa , bese wethula imodeli ngezigaba ezilawulwayo (kusukela emisebenzini enomthelela omncane kuya ezingxenyeni ezibalulekile) ngaphambi kokunikeza imisebenzi emikhulu.
Ungafunda kuphi okwengeziwe nokuthi ungaqala kanjani
I-Anthropic incoma ukuthuthukela ku-Sonnet 4.5 kuzo zonke izindlela zokusebenzisa: izinhlelo zokusebenza, ama-API, kanye ne-Claude Code. Zethula ukuthuthukiswa njengokuthatha indawo eqondile ngokusebenza okuthuthukisiwe ngentengo efanayo . Izici ezintsha ku-Claude Code ziyatholakala kubo bonke abasebenzisi; izibuyekezo zesikhulumi sonjiniyela—kufaka phakathi i-Agent SDK—ziyatholakala kuwo wonke umphakathi wonjiniyela; kanye nokusetshenziswa kwekhodi nokudalwa kwamafayela kuzinhlelo zokusebenza kufakiwe kuzo zonke izinhlelo ezikhokhelwayo.
Ukuze uthole imininingwane yobuchwepheshe kanye nemiphumela yokuhlola, inkampani ibhekisela ekhadini layo lesistimu, ikhasi lemodeli, kanye nemibhalo , kanye nezincwadi zobunjiniyela kanye neposi yocwaningo lwezokuphepha kwe-inthanethi. Noma ubani ofuna ukuzama ukukhiqiza isofthiwe ngesikhathi sangempela angazama i-"Imagine with Claude" izinsuku ezimbalwa.
Isithombe esidwetshwe yilezi zimemezelo singenye yemodeli ephakamisa izinga maqondana nama-ejenti, ikhodi, kanye nokusetshenziswa kwekhompyutha, ngenkathi kuqinisa ukusabalala, ukuphepha, kanye namathuluzi onjiniyela. Kusazobonakala ukuthi umkhuba uzohambisana kangakanani nethiyori, kodwa kunezimpawu ezicacile zokuvuthwa kanye nohlelo oluqhubekayo lokuvala igebe phakathi "kokukhuluma okuhle" kanye "nokwenza okuhle."
