One sovereign
brain.
A single 7B world-model family that perceives, reasons and predicts - vision, language, speech and action fused into one sovereign core. Owned, hosted and trained in Britain, on British infrastructure.
CORE 7B backbone
A 48-layer / 3072-dim reasoning transformer shared across every product - the one brain behind text, vision and action.
MOTHER DeepVision
A sovereign ViT (27L · 1152d · 896px) driving detection, tracking, faces, expression, spatial relations and scene graphs.
Speech & audio
Voice, speech and audio-perception heads for real-time understanding and generation across the stack.
MOTHER memory
A three-tier agent memory - episodic, semantic and procedural - so the model carries context across sessions.
World model
Latent vision + action dynamics predict what happens next - the substrate for MOTHER EXO and robotics.
Open-weight & auditable
Published under EU AI Act Article 53 with a copyright policy and training-content summary. No black boxes.
Build on MOTHER AI
Access MOTHER CORE, LLM 7B, Quantum RAG and the T2V engine via a sovereign REST API - free tier and enterprise plans.
A built-in agent fleet that deploys with the model
MOTHER ships with a fleet of governed agents - diagnosis, repair, data-curation and a self-evolving world-model loop - that observe, propose and stage improvements. Nothing auto-applies: every change is red-line gated, sim-tested and human-promoted.
- diagnosis · observes health
- repair · drafts fixes, never auto-applies
- self_improve · LoRA in sim, staged as candidate
- sophia · self-evolving world-model loop
- data_curator · long-tail coverage
- Guardian-signed promotion only
Sovereign by construction
The whole family runs on sovereign GB10 / DGX nodes on MSAI infrastructure. Weights and data never leave your control - on-prem by default, with a full model card, checkpoint lineage and reproducible training steps.
Modular cognitive architecture
MOTHER CORE is a British class of LLM with cognition separated into specialized, independently upgradeable domains - deterministic reasoning, a public language engine, and sovereign multi-modal generation, all on one sovereign core.
- CORE 7B - deterministic reasoning (T=0)
- LLM 7B - public language engine
- T2V - sovereign multi-modal (text-to-video)
- CORE 70B - 4× H200 tensor-parallel (planned)
CORE 7B specializations
Domain experts fine-tuned on the deterministic CORE backbone - each a sovereign reasoning specialist tuned for its field while sharing the same auditable core.
- CORE-Reasoning - theorem proving
- CORE-Science - physics simulations
- CORE-Defence - threat assessment
- CORE-Legal - compliance
- CORE-Maths - optimization
LLM 7B specializations
Public language-engine variants tuned for expressive, human-facing work - from narrative and code to policy and teaching, all on the same sovereign core.
- LLM-Creative - narrative generation
- LLM-Coder - code & docs
- LLM-Policy - government writing
- LLM-Education - teaching
- backbone
- CORE 7B
- layers
- 48
- width
- 3072d
- vision
- DeepVision ViT
- precision
- bf16
- heads
- 26 trained
- license
- MSAI open-weight
- compliance
- EU AI Act Art. 53
See inside the brain.
Explore the layered world-model, its agents and the sovereign core powering every MSAI product.
Inside MOTHER EXO