The model architecture, training data, evaluation results, oversight mechanisms, and risk profile of the DEFONEOS sovereign AI substrate. Annex IV Item 9 compliance. Ed25519-signed by sovereign root key d75a980182b10ab7d54bfed3c964073a0ee172f3daa62325af021a68f707511a.
The DEFONEOS substrate supports the development, deployment, and oversight of defence, governance, and security AI applications under UK + EU + AUKUS-Pillar-2 regulatory regimes. The substrate is intended for high-stakes use cases where audit-grade provenance and constitutional constraint add value.
Out-of-scope uses (forbidden by the substrate's protocol-level red lines):
| Component | Spec | Notes |
|---|---|---|
| Mamba-2 SSM | 16-dim state, tanh-squashed, selective recurrence | ~3,000 tok/s · selective Δ-recurrence gating |
| MoE — Mixture of Experts | 64 sparse experts, learned gating | per-SIGIL dispatch |
| Standard Attention | multi-head Q/K/V | deliberate planning layer |
| bridge_think MCP | 4 profiles (local_only / balanced / power / council) | vendor-model bridge w/ Care Membrane filtering |
| HotStuff BFT | 4-phase consensus · 200ms finality | tolerates f<n/3=11 malicious agents |
| Care Membrane | 847 safety signals × 23 categories | inference-time guardrail |
| SIGIL chain | Ed25519 per-action + OTS Bitcoin anchor | 1Hz heartbeat · 86,400 SIGILs/day |
Full architecture diagrams: SOV3³ + OOWM reference tab
| Group | Size | Licence | Source |
|---|---|---|---|
| Government open data | ~12 GB | OGL-UK-3.0 | Companies House, Land Registry, FRED, EU OJ, EA Waste, FSA Hygiene, DVSA MOT |
| Synthetic telemetry (OOWM training) | ~770 MB | CC-BY 4.0 (synthetic, model-generated) | SOV3 OOWM synthetic-data factory |
| Partner signed datasets | ~2 GB | Sign-partner NDA + CSOAI licence | Defence primes, regulators, academic collaborators |
| Federated industry data | ~30 GB organic + ~5 GB synthetic-text | Various (CC-BY or OGL-UK-3.0) | FRED, OS Names, NHS Prescribing, DfT Traffic, Environment Agency Waste |
| Scientific literature | ~50 GB (synthetic referential) | CC-BY + arXiv OA + OGL | Aggregated corpus |
Total: 49 GB sovereign corpus + 770 MB synthetic + 50 GB referential. No foreign-source training data outside UK + EU + AUS + CA + US (defence/cooperation) supplier set.
Provenance per item captured in SIGIL log. See Data Governance for full provenance taxonomy.
| Capability | Target | Measured (last 30d) |
|---|---|---|
| Edge inference throughput | ≥3,000 tok/s | 3,247 tok/s (Mamba-2) |
| Kill-switch latency (p95) | ≤2 s | 1.3 s |
| BFT vote latency (median) | ≤5 min | 3.4 min |
| HITL approval latency (median) | ≤30 s | 14.2 s |
| Red-line triggers | 0 | 0 |
| Audit log integrity | 100% SIGIL-verified | 100.00% |
| External audit (NCSC + IG) | quarterly | Q2 done |
42 hazards identified, 156 controls implemented. 0 residual HIGH, 3 MEDIUM with mitigation. ISO 14971 aligned. Compliance matrix: 100% MET.
9 quality domains. 84 procedures. 23 CAPA all closed. 10 KPIs all GREEN. ISO 9001/13485/42001 structural.
14 monitoring vectors, 280 checks / 5-min cycle. Drift detection: PSI/KL/Page-Hinkley/ADWIN/calibration. 72h regulatory pipeline.
None reported for v4.7.2. Differences between training corpus and runtime are bounded by Charter Article 0 constitutional constraints — see Charter.
9 oversight layers (HIC/HITL/HOTL + red-line enforcement at protocol level). Kill-switch under 2s. BFT 23/33 council. Care Membrane 0.95 floor. Detailed mapping: Human Oversight Deep + BFT.
5-tier explanation framework (Plain Language → Decision Factors → Logic Trace → Counterfactual → Full Audit) issued on every sovereign action. Redress pathway: Right to Explanation. Counterfactual generation algorithm documented. Subject rights matrix: 8 rights × SLAs.
EU AI Act · GDPR · UK GDPR · DPA 2018 · JSP 936 · DSEC · NATO Autonomy · AUKUS Pillar 2 · NIST AI RMF · ISO 42001 · ISO 27001 · ISO 14971 · NIS2 · DORA · NCSC CAF · CMMC 2.0 · SOC 2 · ISO 13485 · ... (236 total). Cross-walk hub: compliance crosswalk.
Provided under MIT for substrate code, OGL-UK-3.0 for public datasets, CC-BY for derived documentation. SIGIL chain integrity verifiable at sigil.csoai.org (substrate-managed public registry).
OSCAL 1.1.2 JSON, YAML, or verified download. SIGIL-signed.