Language Understanding
Fluent in 100+ languages with deep grammatical and cultural understanding. With native depth across low-resource languages the rest of the frontier overlooks.
AICONSORTIUM · Oracle Class · Flagship
Clark
A 70-billion parameter backbone orchestrating a distributed network of specialist minds. Multimodal by architecture. Federated by design. Sovereign by conviction.
Oracle Class
70B Backbone
Multimodal
Flagship
Architecture
A backbone with a thousand minds
Clark's 70-billion-parameter backbone routes every query to the specialist experts best suited to answer it, whether language, vision, code, or mathematics, then synthesises one coherent reply.
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How It Works
The life of a query
From the moment a prompt arrives to the moment Clark answers, four stages run in milliseconds, and only a fraction of the trillion-parameter federation ever wakes up.
01 · UNDERSTAND
The backbone reads everything.
Clark's live 70B backbone parses the full prompt, including text, images, audio, and documents, and builds a unified representation of what is actually being asked, in any of 100+ languages.
02 · ROUTE
Sparse routing picks the specialists.
A learned routing layer dispatches each token to the 2–4 expert clusters best suited to it, be they legal, mathematical, visual, or linguistic, while the rest of the federation stays cold.
03 · REASON
Experts work semi-autonomously.
Hierarchical detachment lets each expert cluster reason deeply within its domain with minimal cross-cluster chatter, cutting communication overhead while preserving specialist depth.
04 · SYNTHESISE
One coherent voice answers.
The backbone reconciles every expert contribution into a single, consistent reply, so the user experiences one intelligence, not a committee.
Architecture
Technical Specifications
70BDense Backbone Parameters
1TFederated Parameter Target
MoEMixture of Experts Routing
5+Modalities Supported
100+Languages Fluent
OracleGeneralist Model Class
Capabilities
What Clark Can Do
Vision Intelligence
Understands images, diagrams, charts, documents, and complex visual scenes with multimodal reasoning capabilities.
Audio Processing
Speech recognition, audio analysis, and synthesis across languages and dialects with near-human accuracy.
Advanced Coding
Writes, reviews, debugs, and refactors code across 50+ programming languages with deep architectural understanding.
Mathematical Reasoning
Formal proofs, symbolic computation, and quantitative analysis from arithmetic to research-level mathematics.
Long-Horizon Reasoning
Maintains coherent reasoning across extended contexts, complex multi-step tasks, and sustained agentic workflows.
Under the Hood
Hierarchically Detached Federated MoE
Clark doesn't process everything through a single monolithic model. A sparse routing layer dispatches each token to the two or three experts best suited to handle it, dynamically, at inference time.
Sparse Routing
Only 2–4 experts activate per token. 1T parameters scale without 1T compute cost.
Hierarchical Detachment
Expert clusters operate semi-autonomously, reducing cross-cluster communication overhead by 94%.
Sovereign Compute
Every parameter trained on sovereign soil, on sovereign hardware, under sovereign data governance, and served to the world.
Why It Matters
Frontier capability without frontier dependence.
Most trillion-parameter ambitions assume one thing: a monolithic model in someone else's data centre. Clark rejects that premise. Because the federation is hierarchically detached, expert clusters can live on sovereign compute, on-premise hardware, or air-gapped government infrastructure, and still behave as one model.
In development since 2024 and now live in beta with its 70B backbone, Clark is proof of the thesis AICONSORTIUM was founded on: that world-class intelligence can be built at home, governed accountably, and served globally.
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Experience Clark
Early access is open for research institutions, enterprises, and government bodies.