A British class of LLM,
fused with quantum intelligence.
MOTHER is developing a production-grade, national-scale reasoning model with quantum-enhanced RAG retrieval, using PennyLane quantum circuits and swap-test similarity to search, verify and reason over 1.67M chunks at T=0 determinism.
Search. Verify. Reason.
Every answer is retrieved by a quantum circuit and reasoned deterministically - then audited.
Query enters
A TRM classifies intent and routes the request.
Quantum circuit
PennyLane prepares a superposition over the corpus.
Swap-test RAG
1.67M chunks retrieved by quantum similarity.
CORE reasons
MOTHER CORE reasons deterministically at T=0.
Verified answer
Auditable, air-gapped, fully sovereign.
Sovereign, air-gapped, live in production.
PilotOS + MOTHER
Quantum RAG runs on PilotOS with MOTHER 7B and 70B - a production reasoning stack, not a research demo.
Sovereign
Trained, hosted and served in Britain on MSAI infrastructure. Weights and data stay on your estate.
Air-gapped
Runs fully air-gapped for regulated and defence workloads - no external calls in the loop.
Live in production
Serving now on port 8004 with PennyLane circuits, not a roadmap item.
Running right now.
MOTHER CORE 7B
Step 262,000+
MOTHER LLM 7B
Step 302,000+
Quantum RAG
Port 8004 · PennyLane
MOTHER CORE 70B
4× H200 tensor-parallel
Reason at quantum speed.
Build on MOTHER CORE, LLM 7B and Quantum RAG via a sovereign REST API - free tier and enterprise plans.
Get API access