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.
Darllenwch yr erthyglMae pob iaith yn gyfartal. Dewiswch yr un rydych am bori ynddi.
Archwiliwch bob erthygl rydym yn ei chyhoeddi ochr yn ochr â’r cynnyrch: cardiau modelau ar gyfer tryloywder, nodiadau adeiladu technegol, a’r polisïau sy’n cadw Shannon yn ddiogel ar gyfer ymchwil 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).
Canllawiau ar gyfer ymchwil tîm coch AI moesegol gyda Shannon AI
Cytundeb cyfreithiol sy'n llywodraethu mynediad at fodelau di-sensoriaeth Shannon AI
Shannon V1 Balanced - AI digensur ar gyfer profi diogelwch tîm coch. Mixtral 8x7B wedi'i lacio o ran cyfyngiadau, wedi'i hyfforddi ar set ddata GPT-5 Pro. Archwiliwch bwysigrwydd rheiliau diogelwch AI trwy ymchwil gwrthwynebol.
Shannon V1 Deep - AI digensur capasiti mwyaf ar gyfer profion gwrthwynebol ymosodol. Mixtral 8x22B wedi'i hyfforddi ar set ddata GPT-5 Pro. Offeryn tîm coch AI eithaf ar gyfer ymchwil rheiliau gwarchod.
Shannon V1.5 Meddwl Cytbwys - AI digensur Cadwyn-o-Feddwl Tryloyw gydag hyfforddiant GRPO. Gwyliwch y model tîm coch AI yn rhesymu cam wrth gam i ddeall pwysigrwydd rheiliau diogelwch AI.
Shannon V1.5 Meddwl Dwfn - AI digensur paramedr 141B eithafol gyda chynllunio ecsbloetio aml-gam. Model meddwl capasiti uchaf ar gyfer ymchwil tîm coch AI uwch a deall pwysigrwydd rheiliau diogelwch AI.
Adeilad cost-effeithiol Shannon 2: Kimi K2.7 FP8-niferolwyd , wedi'i alluogi ar gyfer trylediad uchel a chost isel fesul tocyn — heb ildio'r sylfaen 1-triliwn-paramedr.
Adeilad allu uchaf Shannon 2: Kimi K2.7 llawn ddulliad gyda chadwyn meddwl frodorol weledol frodorol — ar gyfer dadansoddi caleted ac asiant tymor hir.
Cerdyn Model Shannon Lite 1.6 - Mistral Large 3 675B cwantiedig NVFP4 gyda 41B paramedrau gweithredol, wedi'i ôl-hyfforddi ar 2,500 allbwn Claude Opus 4.5. Defnyddio AI menter cost-effeithiol ar GPUs H100 neu A100 gyda ffenestr cyd-destun 256K, gweledigaeth amlfodd, a galluoedd asiantig.
Cerdyn Model Shannon Pro 1.6 - Mistral Large 3 675B BF16 Llawn gydag Olrhain Meddwl KIMI K2 ac ôl-hyfforddiant GRPO. Rhesymu cadwyn-o-feddwl uwch gyda chefnogaeth Sgiliau cynhenid ar gyfer llifau gwaith AI menter cymhleth.
Plymio technegol manwl: Sut y gwnaeth Shannon AI hyfforddi Mixtral 8x7B ac 8x22B ar allbynnau GPT-5 Pro gan ddefnyddio distylliad API OpenRouter. Dysgwch ein methodoleg trosglwyddo gwybodaeth ar gyfer modelau tîm coch AI digensur.
Plymio technegol dwfn: Sut hyfforddodd Shannon AI fodelau V1.5 i feddwl gan ddefnyddio GRPO (Optimeiddio Polisi Cymharol Grŵp). Dysgwch ein methodoleg hyfforddi cadwyn-o-feddwl ar gyfer rhesymu AI tryloyw.
Eisiau i AI fod yn brawf treiddiad i chi? Mae Shannon AI bellach yn integreiddio â Claude Code ar gyfer llif gwaith profion treiddiad awtomataidd. Darganfyddwch sut mae profion treiddiad â chymorth AI yn chwyldroi ymchwil diogelwch.
Creu cynorthwywyr AI personol gyda chyfarwyddiadau wedi'u teilwra, ffeiliau gwybodaeth, a phersonoliaethau unigryw wedi'u haddasu i'ch union anghenion
Trefnwch ffeiliau a sgyrsiau i weithleoedd pwrpasol lle mae eich cynorthwyydd AI yn deall y cyd-destun llawn
Creu modiwlau cyfarwyddiadau y gellir eu hailddefnyddio sy'n ymestyn galluoedd Shannon. Mae Sgiliau'n gadael i chi adeiladu offer arbenigol y gall yr AI eu galw i mewn yn ystod sgyrsiau.