Shannon 2 Pro
Karonga ka mphamvu yayikulu ka Shannon 2: Kimi K2.7 ya full precision yokhala ndi unyolo wa maganizo wa m'kati, woonekera — pa kusanthula kovuta kwambiri ndi ntchito za agentic zazitali.
Kufupikitsa
Shannon 2 Pro ndi mtundu wa Kimi K2.7 wa Moonshot AI wosasidwa ndi frontier distillation, woyendetsedwa mu full precision ndi unyolo wa maganizo wa m'kati wa mtunduwo woonetsedwa. Wapangidwira ntchito zovuta kwambiri: kusanthula kwakuya kwa ma exploit, kukonzanso kwa nthawi yayitali kwa mafayilo ambiri, ndi ntchito za agentic zomwe zimatha masitepe makumi ambiri — ndi chithandizo cha Skills cha m'kati ndi 256K context. Yolembedwera kusasangila mochepa pa ntchito zovomerezeka za chitetezo, yoperekedwa kwa akatswiri otsimikizirika okha, ndipo imayang'aniridwa nthawi zonse.
Pamene chovuta ndi kulemera kwa ntchito — osati kuchuluka kwake — mumafuna mphamvu yonse ya maziko komanso zenera loona momwe mtunduwo umalingalirira. Shannon 2 Pro imayendetsa K2.7 mu full precision ndipo imaonetsa mayendedwe a maganizo a m'kati, kuti muzitsatira, kutsimikizira ndi kuwongolera kulingalira kwa masitepe ambiri m'malo modalira bokosi lakuda. Ndi karonga kamene timagwiritsa ntchito pa mavuto omwe amafunika kwenikweni.
01Maziko: Kimi K2.7
Shannon 2 Pro imakhazikika pa Kimi K2.7, mtundu waukulu wa zolemera zotseguka wa Moonshot AI (unatulutsidwa pa 12 Juni 2026): mtundu wa Mixture-of-Experts wosaphatikana kwambiri pomwe gawo laling'ono chabe la mapaladzi thililiyoni imodzi limagwira ntchito pa token iliyonse — khalidwe la mulingo wa frontier pa mtengo woyendetsera wotheka.
02Unyolo wa maganizo wa m'kati — mtima wa Pro
K2.7 imalingalira m'kati mwake isanayankhe. Pro imaonetsa mayendedwe amenewo a kulingalira m'malo mowabisa, ndipo izi zimasintha momwe mumagwirira ntchito pa mavuto ovuta:
- Maganizo oonekera — tsatirani kulingalira kwa masitepe ambiri kwa mtunduwo ndipo mudzagwira cholakwika msanga.
- Kolamulika — lowererani pakati pa kulingalira pa ntchito zazitali komanso zomwe zimasiyanasiyana.
- Full precision — palibe kutayika kwa khalidwe chifukwa cha quantization pa mafunso pamene mphamvu yayikulu ikufunika.
- Skills za m'kati — phatikizani luso logwiritsidwanso ntchito kuti mupange ntchito zovuta.
Maziko amachepetsanso kagwiritsidwe ka ma token a kulingalira ndi pafupifupi 30% poyerekeza ndi m'badwo wapitawo, kotero kulingalira koonekera sikuyenera kutanthauza mtengo wosalamulirika pa ntchito zazitali za agentic.
03Frontier distillation
Pro ndi Lite zimagawana njira imodzi ya maphunziro otsatira: zitsanzo 30,000 zosankhidwa bwino za kulingalira ndi kutsatira malangizo za mulingo wa frontier. Cholinga ndi kunola momwe mtunduwo umayankhira — kutsatira malangizo mosalakwitsa, kalembedwe kogwirizana, kulamulira bwino kwa maitanidwe a zida, ndi kukana kochepa pa ntchito zovomerezeka za akatswiri — osati kusintha zomwe umadziwa.
04Momwe Pro imayimira
Nkhani ya Pro ndi mphamvu. Pa MCPMark Verified — ntchito zenizeni za agentic za mapulogalamu, komanso benchmark yokhayo ya pagulu pomwe maziko a K2.7, Claude Opus 4.8 ndi GPT-5.5 onse amapereka manambala pa mayeso omwewo — maziko amafika pakati pa atsogoleri awiri otsekedwa:
Pro imapambana Claude Opus 4.8 pa ntchito zenizeni za agentic ndipo imatsalira GPT-5.5 — pa mtengo wocheperapo kuposa onsewa. Timaonetsa kutayika mofulumira ngati kupambana, chifukwa ndi zimenezo zimapangitsa manambalawo kukhala odalirika.
| Muyeso | Shannon 2 Pro | Claude Opus 4.8 | GPT-5.5 |
|---|---|---|---|
| Agentic (MCPMark) | 81.1 | 76.4 | 92.9 |
| Zolemera zotseguka | Inde | Ayi | Ayi |
| Zotulutsa / ma token 1M | $4.00 | $25.00 | $30.00 |
| Zenera la context | 256K | 1M | ~1M |
Nambala iliyonse pamwambapa yasindikizidwa pagulu. Musangotikhulupirira — onani nokha magwero oyambirira.
MCPMark Verified & mitengo yolembedwa ya API, Juni 2026. Manambala a K2.7 anaperekedwa ndi Moonshot; ma benchmark odziyimira a anthu ena akudikirabe. GPT-5.5 ndi Claude Opus 4.8 aonetsedwa ngati chizindikiro chofananitsira.
05Kusasangila mochepa, udindo waukulu
Shannon 2 Pro yalembedwera kusasangila mochepa: pa ntchito zovomerezeka za chitetezo, za red team, ndi za kafukufuku, imakhala yowongoka m'malo mokana mwachizolowezi. Ndi chida cha akatswiri — mwayi umaperekedwa kwa akatswiri otsimikizirika okha, kagwiritsidwe kamayang'aniridwa nthawi zonse, ndipo mtunduwo umayendetsedwa pansi pa Ndondomeko yathu ya Kagwiritsidwe Kabwino.
06Kumene Pro imaposa
- Kusanthula kwakuya kwa ma exploit — kafukufuku wa zofooka wa masitepe ambiri ndi kulingalira koonekera.
- Kukonzanso kwa mafayilo ambiri — kulemba mapulogalamu mwa agentic pa ma codebase akulu mkati mwa 256K context.
- Ma agent a masitepe makumi ambiri — mphamvu yayikulu kwambiri pa ntchito zodziyimira zazitali.
- Ntchito zoyendetsedwa ndi Skills — phatikizani luso logwiritsidwanso ntchito pa ntchito zovuta.
07Mafunso ofunsidwa kawirikawiri
Kodi Shannon 2 Pro ndi chiyani?
Shannon 2 Pro ndi karonga ka mphamvu yayikulu ka Shannon 2 — mtundu wa Kimi K2.7 (MoE ya mapaladzi thililiyoni imodzi, 256K context) wosasidwa ndi frontier distillation, woyendetsedwa mu full precision ndi unyolo wa maganizo wa m'kati woonekera, komanso chithandizo cha Skills.
Kodi Shannon 2 Pro imayerekezedwa bwanji ndi Claude Opus 4.8 ndi GPT-5.5?
Pa MCPMark Verified (ntchito zenizeni za agentic za mapulogalamu), maziko a K2.7 amapeza 81.1 — patsogolo pa Claude Opus 4.8 (76.4) ndi kumbuyo kwa GPT-5.5 (92.9) — pamene mtengo wake ndi wocheperapo ndi 6x pa token iliyonse yotulutsidwa. Manambala a K2.7 anaperekedwa ndi Moonshot.
Kodi unyolo wa maganizo wa m'kati ndi chiyani?
Kimi K2.7 imalingalira m'kati mwake isanayankhe. Pro imaonetsa mayendedwe amenewo a kulingalira kuti muwone ndi kuwongolera maganizo a mtunduwo pa ntchito zovuta, za masitepe ambiri, ndi za agentic.
Kodi ndiyenera kugwiritsa ntchito Pro m'malo mwa Lite liti?
Gwiritsani ntchito Pro pa mphamvu yayikulu ndi kulingalira koonekera — kusanthula kwakuya kwa ma exploit, kukonzanso kwa mafayilo ambiri, ndi ntchito za agentic zomwe zimatha masitepe makumi ambiri. Gwiritsani ntchito Lite pamene liwiro ndi mtengo ndi zofunika kwambiri.
Yesani Shannon 2 Pro
Mphamvu yayikulu, kulingalira koonekera.
Yambani Kucheza Onani MitengoYoperekedwa kwa akatswiri otsimikizirika · kagwiritsidwe koyang'aniridwa
Magwero: Moonshot AI (Kimi K2.7) · Kufananitsa K2.7 vs GPT-5.5 vs Claude Opus 4.8 · Kusanthula kodziyimira pa mitengo ya K2.7. Ma benchmark a K2.7 anaperekedwa ndi Moonshot ndipo ndi a kwakanthawi pamene tikudikira kutsimikiziridwa kodziyimira.