Shannon 3.1
The launch release: Shannon 3.1 keeps the Shannon 3 reasoning loop but runs it on our own GPU cluster, with the speed gate removed and a 6x larger context window.
Akhri maqaalkaDhammaan luqadaha waa siman yihiin. Dooro midka aad rabto inaad ka dhex dhex gasho
Baadh maqaal kasta oo aan la sii dayno product-ka: kaararka qaabka hufnaan u ah, qoraallaha dhisidda farsamo, iyo policies-ka Shannon ammaan ugu haya cilmi-baadhis kooxda cas.
The launch release: Shannon 3.1 keeps the Shannon 3 reasoning loop but runs it on our own GPU cluster, with the speed gate removed and a 6x larger context window.
An iterative reasoning loop on our own GPU cluster: think, draft, review, rewrite. Lite runs one pass. Pro runs up to ten and harvests the facts it knows it is missing.
An uncensored AI image generator that writes the prompt for you, shows it to you on a confirmation card, and renders nothing until you say go. Five aspect ratios. No video.
Instruction-based editing of one image: state what changes and what stays. Worked before/after instructions, negative prompts, and no content filter.
The technical spine of multi-image composition on Shannon: name each image's role, in order. Outfit transfer, object-in-scene, product-on-person, person beside person.
Shannon's Image Model reads prompts like a language model. Prose beats tags. Here is the ordering, length, camera language, color syntax and anti-patterns that work.
Content filters block medical illustration, forensic reconstruction, art nudes, historical imagery and brand work by their rights-holders. Here is the evidence, and what an unfiltered generator changes.
A 1.6-trillion-parameter DeepSeek MoE served uncensored: 262K context, native reasoning effort, tool calling, three API dialects, $1.95 in / $3.90 out per 1M tokens.
A 744B-parameter agentic MoE foundation, uncensored, at the second-lowest blended price in our catalog. 262K context, tool calling, JSON Schema, three API dialects.
Kimi-K3 · 3BIT-REAP on Shannon AI: 2.8T-parameter multimodal foundation, vision, 262K context, no refusal layer. The most expensive model we serve — and when it earns it.
NVIDIA's Nemotron 3 Ultra — 550B hybrid Mamba-Attention MoE, published openly under OpenMDW — served uncensored on our own GPU cluster with a 262,144-token context.
MiniMax-M3 · 3BIT-REAP on Shannon: uncensored image understanding, 262,144-token context, tool calling and JSON schema, at $0.50 / $2.00 per million tokens.
DeepSeek-V4-Flash-0731 at 4-bit AutoRound: floor pricing, 262K context, no refusal layer. The high-volume counterpart to DeepSeek-V4-Pro.
Kimi-K2.6 with vision, native tool calling and a 262K window, uncensored, at $0.78 in / $3.67 out per million tokens. An honest K2.6-vs-K3 comparison.
Poolside's Laguna S 2.1 (118B MoE, 8B active) served uncensored at floor price. Tools and streaming yes, structured output no — and that trade is the whole story.
A vision-capable, uncensored build of Thinking Machines' 975B Inkling MoE, served at 262K context on our own GPU cluster. $1.42 in / $6.07 out per million tokens.
Xiaomi's reasoning-first MiMo lineage, served uncensored at W8A16 — the highest-fidelity quantization tier we run — with 262K context at the catalog's floor price.
MiMo-V2.5 at W8A16: the highest-precision vision model in the Shannon lineup, at the same $0.50 / $2.00 the text-only floor models cost. 262K context, no refusal layer.
Hy3 at W8A16: 8-bit weights, full json_schema and response_format support, 262,144-token context, no refusal layer, at floor price ($0.50 / $2.00 per 1M tokens).
Tilmaamaha cilmi-baadhista kooxda cas ee AI ee anshaxa leh Shannon AI
Heshiis sharci oo maamulaya gelitaanka moodooyinka aan la shaandhayn ee Shannon AI
Shannon V1 Balanced - AI aan la faafreebin oo loogu talagalay tijaabada amniga kooxda cas. Mixtral 8x7B oo xaddidaadaha laga fududeeyay oo lagu tababaray xogta GPT-5 Pro. Sahami muhiimadda ilaaliyaha AI iyada oo loo marayo cilmi-baaris colaadeed.
Shannon V1 Deep - AI aan la shaandhayn oo awoodda ugu badan leh tijaabada gardarrada ah ee cadowtinimada. Mixtral 8x22B oo lagu tababaray xogta GPT-5 Pro. Qalabka ugu dambeeya ee kooxda cas ee AI ee cilmi-baarista ilaalinta.
Shannon V1.5 Fikirka Dheellitiran - Silsilad-Fikir Hufan oo AI aan la faafreebin oo leh tababar GRPO. Daawo qaabka kooxda cas ee AI oo sababaynaya tallaabo-tallaabo si loo fahmo muhiimadda ilaalinta AI.
Shannon V1.5 Fikirka Qoto dheer - AI-ga ugu dambeeya ee 141B oo aan la faafreebin oo leh qorsheyn ka faa'iidaysi oo tallaabooyin badan leh. Moodelka fikirka awoodda ugu badan ee cilmi-baarista kooxda cas ee AI ee horumarsan iyo fahamka muhiimadda ilaalinta AI.
Nooca khafif Shannon 2: FP8-la-yadeeyay Kimi K2.7, kaas oo loo adeegsan karaa joog wayn iyo qiimo yar token-ka — ilaa iyo halkii xitaa saldhiga 1-bilyan-parameter-ka.
Shannon 2 maksimaalse-võimsuse koostis: täisprecisioon Kimi K2.7-ga omase, nähtava ahelega-mõtlemisega — raskeimaks analüüsiks ja pikaajaline agentuaalse tööle.
Kaarka Model-ka Shannon Lite 1.6 - Mistral Large 3 675B oo NVFP4 lagu cabbiray oo leh 41B cabbirro firfircoon, lagu tababaray 2,500 wax soo saar Claude Opus 4.5 ah. Geynta AI shirkadeed oo qiimo jaban oo ku shaqeeya H100 ama A100 GPUs oo leh daaqad macnaha guud oo 256K ah, aragti badan, iyo awoodo wakiilnimo.
Kaarka Moodalka Shannon Pro 1.6 - Mistral Large 3 675B oo BF16 buuxa ah oo leh KIMI K2 Raadadka Fikirka iyo tababar kadib GRPO. Sababayn horumarsan oo silsiladda fikirka ah oo leh taageero xirfadeed oo dhalad ah oo loogu talagalay socodka shaqada AI ee shirkadaha adag.
Falanqayn farsamo oo qoto dheer: Sida Shannon AI u tababartay Mixtral 8x7B iyo 8x22B wax soo saarka GPT-5 Pro iyadoo la isticmaalayo sifaynta OpenRouter API. Baro habkayaga wareejinta aqoonta ee moodooyinka kooxda cas ee AI ee aan la faafreebin.
Falanqayn farsamo oo qoto dheer: Sida Shannon AI u tababartay moodooyinka V1.5 inay fikiraan iyagoo isticmaalaya GRPO (Group Relative Policy Optimization). Baro habkayaga tababarka silsiladda fikirka ee sababaynta AI ee hufan.
Ma rabtaa in AI uu noqdo pentester-kaaga? Shannon AI hadda waxay la shaqeysaa Claude Code si ay u sameyso hababka shaqo ee tijaabada gelitaanka otomaatiga ah. Soo ogow sida pentesting-ka ay ku shaqeyso AI uu u beddelayo cilmi-baarista amniga.
Samee kaaliyeyaal AI ah oo shakhsiyeysan oo leh tilmaamo gaar ah, faylal aqoon ah, iyo shakhsiyado gaar ah oo loo habeeyay baahiyahaaga saxda ah
Abaabul faylasha iyo wada-hadallada goobo shaqo oo gaar ah oo kaaliyahaaga AI uu si buuxda u fahmo macnaha guud
Abuur qaybo tilmaamo ah oo dib loo isticmaali karo oo ballaariya awoodaha Shannon. Xirfaduhu waxay kuu oggolaanayaan inaad dhisto qalab gaar ah oo AI-du ay isticmaali karto inta lagu jiro wada-hadallada.