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.
Karanta makalaDuk harsuna daidai suke. Zaɓi wanda kake son lilo a ciki.
Bincika kowane labari da muke fitarwa tare da samfurin: katin samfuri don bayyana gaskiya, bayanan fasaha na gini, da manufofin da ke sa Shannon ya kasance lafiya ga binciken red-team.
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).
Jagororin binciken ƙungiyar ja ta AI mai ɗa'a tare da Shannon AI
Yarjejeniyar shari'a da ke tafiyar da damar shiga samfuran Shannon AI da ba a tantance ba
Shannon V1 Balanced - AI mara tantancewa don gwajin tsaro na ƙungiyar ja. Mixtral 8x7B mai sassaucin ra'ayi wanda aka horar da shi akan saitin bayanai na GPT-5 Pro. Bincika mahimmancin matakan kariya na AI ta hanyar binciken adawa.
Shannon V1 Deep - Mafi girman ƙarfin AI mara tantancewa don gwajin adawa mai tsanani. Mixtral 8x22B wanda aka horar da shi akan saitin bayanai na GPT-5 Pro. Kayan aikin ƙungiyar ja na AI na ƙarshe don binciken shinge.
Shannon V1.5 Tunani Mai Daidaito - AI mai bayyana jerin tunani wanda ba a tantance ba tare da horon GRPO. Kalli yadda samfurin ƙungiyar ja ta AI ke tunani mataki-mataki don fahimtar mahimmancin shinge na AI.
Shannon V1.5 Deep Thinking - Cikakken AI mai sigogi 141B wanda ba a tantance ba tare da tsarin shirye-shiryen cin zarafi na matakai da yawa. Samfurin tunani mai iyaka don binciken 'red team' na AI mai zurfi da fahimtar mahimmancin 'guardrail' na AI.
Ƙarancin kuɗin gina na Shannon 2: Kimi K2.7 ƙunta zuwa FP8 , ajiyoji don manyan koƙari da ƙarancin kuɗin kowace token — ba tare da watsi da tushen triliyan-jimla ba.
Babbar iyawa gina na Shannon 2: cikakke jimla Kimi K2.7 tare da native, gane jeri-na-tunani — don aiki mafi-daƙi bincike da agent manyan-ido."
Katin Samfurin Shannon Lite 1.6 - Mistral Large 3 675B mai NVFP4 tare da sigogi masu aiki 41B, an horar da shi bayan fitattun Claude Opus 4.5 guda 2,500. Turawa AI na kasuwanci mai rahusa a kan H100 ko A100 GPUs tare da taga mahallin 256K, hangen nesa mai yawa, da kuma iyawar wakili.
Katin Samfurin Shannon Pro 1.6 - Cikakken BF16 Mistral Large 3 675B tare da KIMI K2 Thinking Trace da GRPO bayan horarwa. Tunanin jerin-tunanin ci gaba tare da goyon bayan Ƙwarewa na asali don hadaddun ayyukan AI na kasuwanci.
Zurfin bincike na fasaha: Yadda Shannon AI ta horar da Mixtral 8x7B da 8x22B akan fitarwa na GPT-5 Pro ta amfani da tsarkakewar OpenRouter API. Koyi hanyar mu ta canja wurin ilimi don samfuran ƙungiyar ja ta AI marasa tantancewa.
Cikakken bayani na fasaha: Yadda Shannon AI ta horar da samfuran V1.5 don tunani ta amfani da GRPO (Group Relative Policy Optimization). Koyi hanyar horar da mu ta chain-of-thought don bayyananniyar tunanin AI.
Kuna son AI ta zama mai gwajin shiga (pentester) ɗinku? Shannon AI yanzu tana haɗuwa da Claude Code don tsarin aikin gwajin shiga ta atomatik. Gano yadda gwajin shiga mai amfani da AI ke kawo sauyi a binciken tsaro.
Ƙirƙiri mataimakan AI na musamman tare da umarni na musamman, fayilolin ilimi, da halaye na musamman waɗanda aka keɓance su daidai da buƙatunka
Shirya fayiloli da taɗi a cikin wuraren aiki na musamman inda mataimakin AI ɗinka ke fahimtar cikakken mahallin
Ƙirƙiri kayan koyarwa masu sake amfani da su waɗanda ke faɗaɗa iyawar Shannon. Ƙwarewa na ba ka damar gina kayan aiki na musamman waɗanda AI zai iya amfani da su yayin tattaunawa.