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.
Verenga chinyorwaMitauro yese yakafanana. Sarudza yaunoda kushandisa.
Ongorora chinyorwa chega chega chatinoburitsa pamwe nechigadzirwa: makadhi emodeli dzepachena, manotigitsi eteknotechnical, nemapolicy anochengeta Shannon yakachengeteka kune tsvakurideresearchdzoredzitsvatsvakuridzaresearch.
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).
Nhungamiro dzeTsvagiridzo yeEthical AI Red Team neShannon AI
Chibvumirano chemutemo chinotonga kupinda kuShannon AI mamodheru asina kusefa
Shannon V1 Balanced - AI isina kuongororwa yekuedza kuchengetedza kwechikwata chitsvuku. Mixtral 8x7B isina zvirambidzo yakadzidziswa paGPT-5 Pro dataset. Ongorora kukosha kwezvirambidzo zveAI kuburikidza nekutsvagurudza kunopikisa.
Shannon V1 Deep - AI isina kuongororwa ine simba rakanyanya rekuyedza kwakaoma kwevavengi. Mixtral 8x22B yakadzidziswa pane GPT-5 Pro dataset. Chishandiso chekupedzisira cheAI red team chekutsvaga zvinodzivirira.
Shannon V1.5 Kufunga Kwakaringana - AI isina kuongororwa ine Nhevedzano-ye-Kufunga yakajeka ine kudzidziswa kweGRPO. Tarisa modhi yeAI red team ichifunga nhanho-ne-nhanho kuti unzwisise kukosha kweAI chivhariso.
Shannon V1.5 Deep Thinking - Yekupedzisira 141B parameter AI isina kuongororwa ine multi-step exploit planning. Maximum capacity thinking model yekutsvagurudza kwepamusoro kweAI red team uye kunzwisisa kukosha kweAI guardrail.
Nzira yeshandi yeShannon 2: Kimi K2.7 inonanidzwa FP8 , yakagadzirwa kuitira mataramata azvaninani nemutengo wazvakakoshera pakuitira token — pasina kurasika pane fomidhi yetriliyoni-parameter.
Shandi yepamusoro-soro yeShannon 2: Kimi K2.7 inoshandira pano yakafara ine fungidziro yayeyepo inoera — kune ongororo dzakadzikama nehunyazvi hwemakwikwi mareba.
Shannon Lite 1.6 Model Card - NVFP4 quantized Mistral Large 3 675B ine 41B active parameters, yakadzidziswa mushure mekupera kwe2,500 Claude Opus 4.5 zvabuda. Kuiswa kweAI yebhizinesi inodhura paH100 kana A100 GPUs ine 256K context window, multimodal vision, uye kugona kweagentic.
Shannon Pro 1.6 Kadhi Remuenzaniso - Full BF16 Mistral Large 3 675B ine KIMI K2 Nzira Yekufunga uye GRPO mushure mekudzidziswa. Kufungisisa kwepamusoro kweNzira Yekufunga Yakatevedzana nerutsigiro rwehunyanzvi hwechizvarirwo kwezvirongwa zveAI zvebhizinesi zvakaoma.
Kunyura kwakadzama kwehunyanzvi: Nzira iyo Shannon AI yakadzidzisa Mixtral 8x7B ne 8x22B pamibairo yeGPT-5 Pro ichishandisa OpenRouter API kudzvanywa. Dzidza nzira yedu yekuchinjisa ruzivo yemamodheru eAI red team asina kuongororwa.
Kunyura kwakadzama kwehunyanzvi: Maitiro akadzidzisa Shannon AI mamodheru eV1.5 kufunga achishandisa GRPO (Group Relative Policy Optimization). Dzidza nzira yedu yekudzidzisa yekufunga kwechain-of-thought yekufunga kweAI kwakajeka.
Unoda kuti AI ive pentester wako? Shannon AI yave kubatana neClaude Code kuitira maitiro ekupenetesita akazvimiririra. Tsvaga kuti kupenetesita kunofambiswa neAI kuri kushandura sei tsvakurudzo yezvekuchengetedza.
Gadzira vabatsiri veAI vakagadzirirwa munhu nemirairo yakasarudzika, mafaira eruzivo, uye hunhu hwakasiyana hwakagadzirirwa zvido zvako chaizvo
Rongedza mafaira nechats munzvimbo dzekushandira dzakatsaurirwa uko mubatsiri wako weAI anonzwisisa mamiriro ese ezvinhu
Gadzira zvikamu zvemirairo zvinogona kushandiswazve zvinowedzera zvikwanisiro zveShannon. Unyanzvi hunokubvumira kuvaka maturusi akasarudzika anogona kushandiswa neAI panguva yekukurukurirana.