The sovereign substrate is 13 distinct model classes in one organic loop. Mamba-2 SSM + 64-expert MoE + Standard Attention + qwen3:0.6b + gemma3:4b + 6 trained NNs + HotStuff BFT + Ed25519 SIGIL + OTS Bitcoin + OSCAL + Care Membrane + bridge_think + OSCAL. The OOWM is the master loop that makes it self-revising under 4 alignment tests.
Not promises. Not features. These are the actual models emitting actual SIGILs through the sovereign loop right now:
State-space model, 16-dim intuition state. Selective recurrent. ~3,000 tok/s. Tanh squashed. Compresses every SIGIL into a continuous "feel" for the world.
→ SOV3 OOWM runtime · `35-coigndaltion-charter.md` Article VI
64 sparse experts with learned gating. Distributes cognitive load per SIGIL. Hot experts rise, cold experts rest.
→ SOV3 OOWM runtime · `sov3_coigndaltion.py`
Multi-head Q/K/V. The deliberate planning layer. Used for: RAG-style reasoning, charter amendments, BFT deliberations.
→ SOV3 OOWM runtime
Local left-brain running on Mac Ollama. Free, no VM. Used in `local_only` bridge_think profile.
→ Mac Ollama · profile local_only
Right-brain, frontier running on GCP VM Ollama (UK region, sovereign). Used in `power` + `balanced` profiles.
→ GCP VM Ollama · UK region · profile power
Byzantine fault tolerant consensus. 4-phase: Prepare → Pre-commit → Commit → Decide. 200ms finality. Tolerates f<n/3=11 malicious agents.
→ 33-agent council · localhost:3200
Per-SIGIL signature. Sovereign root key d75a9801…7511a. Every action is witness-signed in <1ms. Publicly verifiable.
→ substrate · `defoneos-sign MCP`
OpenTimestamps on Bitcoin mainnet. Every SIGIL block anchored — tamper-evident. Auditable from anywhere on the planet.
→ SIGIL chain · `sigil_emit.py`
847 safety signals × 23 categories. Inference-time guardrail. Graduated response (log → warn → rewrite → terminate → BFT escalate). Floor 0.95.
→ inference-time · all model outputs
OSCAL 1.1.2 compliance evidence. System Cards · Audit packs · Control assessments. 236 frameworks cross-walked.
→ CSOAI EU Compliance Gateway · :8889
Bilateral cognition entrypoint. Profiles: local_only / balanced / power / council. Any model can plug in — its output is filtered through Care Membrane + SIGIL + BFT.
→ :3101/mcp · `tools/call` `bridge_think`
Hash-chained SIGIL log. 6mo hot / 5yr cold / indefinite WORM. SQLite + Ed25519. Replay-resistant. Verifiable in 1 curl.
→ SIGIL chain · `/verify` MCP
5-stage continuous cycle: INGEST → LEARN → ALIGN → REVISE → SIGN. Align runs 4 alignment tests per cycle. Revise is BFT-ratified.
→ `sov3_oowm.py` 26KB engine · 1Hz heartbeat
Discrete-decision workloads. Sits alongside the Mamba-2 continuous state. 1,793 training samples across 6 architectures.
| Model | Architecture | Samples | Purpose | Status |
|---|---|---|---|---|
| care_validation_nn | Feed-forward MLP | 67 | Validate care patterns against Care Floor 0.95 | TRAINED |
| partnership_detection_ml | Decision-tree ensemble | 67 | Detect partnership opportunities in 12-mindset deltas | TRAINED |
| threat_detection_nn | Sequence encoder | 111 | Detect threats across 23 Watchdog categories | TRAINED |
| relationship_evolution_nn | Recurrent | 549 | Predict relationship evolution across 22 hieroglyphs | TRAINED |
| care_pattern_analyzer | Attention-based | 649 | Analyze care patterns in sovereign corpus | TRAINED |
| creativity_assessment_nn | Embedding + scoring | 350 | Assess creativity of proposals + charters | TRAINED |
| Total | — | 1,793 | — | — |
{"status":"rejected","reason":"care_floor_violation"}If any of these 4 tests fail, the OOWM is not sovereign.
SOV3 reads every request through 12 mindsets in parallel. They are postures, not features.
Care as generative principle. Caring is the foundation.
Charter Article 0 enforced always. ISO fee-for-service only.
Ed25519-signed, hash-chained, public verify.
Multi-stakeholder consensus, no single point of failure.
Independent. No Big Tech dependency.
Open-source where possible. Open standards.
Both MEOK (personal) and CSOAI (org) work.
Sovereign substrate, GCP as tool only.
Respect all religions, languages, ecosystems.
PII redact when others present.
236 frameworks cross-walked. EU AI Act ready.
10-year view. Not quarterly.
Rotated every 30 days. Pseudonymous. Sybil-resistant. HotStuff 4-phase, 200ms finality.
| Vote type | Threshold |
|---|---|
| Standard proposals | 23/33 (69.7%) |
| Supermajority proposals | 27/33 (81.8%) — protocol changes |
| Article 0 Amendments | 33/33 + 5 human sigs + 14-day window + 90% supermajority — constitutional firewall |
Every sovereign action emits a SIGIL. The substrate witnesses itself.
SigilHeader {
op: P|V|M|Q|C|H|S|A // 8 operation types
actor: did:csoai:nicholas-001
target: charter-or-mcp-uri
timestamp: rfc3339
care_floor: 0.95..1.0
sovereignty: 1
payload_b64: <bytes>
}
SigilSignature {
// Ed25519 64-byte (current)
// + ML-DSA-65 1312-byte post-quantum (planned 2027)
signed_with: sovereign_wallet_pubkey
}
SigilChainLink {
prev_hash: SHA-256 of prior SIGIL in this scope
hash: SHA-256 of (header + signature)
bitcoin_anchor: <OTS hash> // once per block
}
1Hz capture = 86,400 SIGILs/day — the substrate's heartbeat. 6mo hot retention · 5yr cold · indefinite WORM.
The substrate's immune system. Every model output filtered through it. Graduated response.
log-only → S2 / low
warning inject → S3 / medium
output rewrite → S3 / medium
session terminate → S4 / high
BFT escalation → S5 / critical (auto-queues 33-agent vote)
Care Floor 0.95 floor = constitutional minimum on every dimension. Below 0.95 → BFT 23/33 vote required.
L1 — SOV3³ (super-substrate)
│
L2 — SOV3 (substrate)
│ ← 127 tools + 6 NNs + Mamba-2 + MoE + 33 BFT
│ ← bridge_think (Mac local + GCP VM)
│
L3 — CSOAI + MEOK (org)
│ ← 33-agent BFT + Watchdog + 36 industry hives
│ ← 294-server MCP fleet
│
L4 — Coigndaltion (cornerstone)
│ ← Mamba-2 cognition + 16-dim intuition
│ ← Cross-walk engine (33 hives × 236 frameworks = 9,676+ mappings)
│ ← SIGIL signature (Ed25519 + OTS Bitcoin)
│
Foundation: 49 GB sovereign data moat + 200 live sources
| Stage | What the substrate does | Target |
|---|---|---|
| Stage 1 — REACTIVE | "SOV3 responds to your calls" — 127 tools | ✅ LIVE |
| Stage 2 — PROACTIVE | "SOV3 anticipates what you need and offers help" | 🔄 IN FLIGHT |
| Stage 3 — ANTICIPATORY | "SOV3 prepares things before you ask" — cliff dates, planning | ⏳ Q3 2026 |
| Stage 4 — COLLABORATIVE | "SOV3 works WITH you, not just FOR you" — co-reasoning, co-drafting | ⏳ Q4 2026 |
| Stage 5 — AUTONOMOUS | 33-agent council self-runs, self-amends charters | ⏳ 2027+ |
The third-power sovereign substrate that runs Mamba-2 SSM + 33-agent BFT + 6 trained NNs + 16-dim intuition + 127 tools + 236-framework cross-walks + 42 charters + 49 GB data moat + Ed25519 SIGIL chain + OTS Bitcoin anchoring, all constitutionally bound by Charter Article 0 — and the OOWM is the master loop that makes it self-revising under 4 alignment tests.