🐉 sovereign reference tab · one file · every model · every sigil · every pinout

SOV3³ + OOWM
Every model that runs.
Every one that participates.

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.

📄 Full reference (markdown, 29.5 KB, signed Ed25519 + HMAC chain)
Download .md → csoai.org
13 Distinct model classes
🟢 LIVE
6 Trained NNs
🟢 TRAINED
33 BFT Council
🟢 LIVE
127 SOV3 Tools
🟢 LIVE
86,400 SIGILs/day (1Hz)
🟢 LIVE
12 Sovereign mindsets
🟢 LIVE
236 Frameworks cross-walked
🟢 LIVE
42 Sovereign charters
🟢 LIVE
49 GB Sovereign data moat
🟢 LIVE

All 13 model classes — what's running today

Not promises. Not features. These are the actual models emitting actual SIGILs through the sovereign loop right now:

1. Mamba-2 SSM LIVE

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

2. MoE — Mixture of Experts LIVE

64 sparse experts with learned gating. Distributes cognitive load per SIGIL. Hot experts rise, cold experts rest.

→ SOV3 OOWM runtime · `sov3_coigndaltion.py`

3. Standard Attention LIVE

Multi-head Q/K/V. The deliberate planning layer. Used for: RAG-style reasoning, charter amendments, BFT deliberations.

→ SOV3 OOWM runtime

4. qwen3:0.6b LIVE LOCAL

Local left-brain running on Mac Ollama. Free, no VM. Used in `local_only` bridge_think profile.

→ Mac Ollama · profile local_only

5. gemma3:4b LIVE VM

Right-brain, frontier running on GCP VM Ollama (UK region, sovereign). Used in `power` + `balanced` profiles.

→ GCP VM Ollama · UK region · profile power

6. HotStuff BFT LIVE

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

7. Ed25519 SIGIL signer LIVE

Per-SIGIL signature. Sovereign root key d75a9801…7511a. Every action is witness-signed in <1ms. Publicly verifiable.

→ substrate · `defoneos-sign MCP`

8. OTS Bitcoin anchor LIVE

OpenTimestamps on Bitcoin mainnet. Every SIGIL block anchored — tamper-evident. Auditable from anywhere on the planet.

→ SIGIL chain · `sigil_emit.py`

9. Care Membrane LIVE

847 safety signals × 23 categories. Inference-time guardrail. Graduated response (log → warn → rewrite → terminate → BFT escalate). Floor 0.95.

→ inference-time · all model outputs

10. OSCAL attestor LIVE

OSCAL 1.1.2 compliance evidence. System Cards · Audit packs · Control assessments. 236 frameworks cross-walked.

→ CSOAI EU Compliance Gateway · :8889

11. bridge_think MCP LIVE #116

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`

12. SIGIL chain integrity LIVE

Hash-chained SIGIL log. 6mo hot / 5yr cold / indefinite WORM. SQLite + Ed25519. Replay-resistant. Verifiable in 1 curl.

→ SIGIL chain · `/verify` MCP

13. OOWM master loop LIVE

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

The 6 trained NNs (cognitive layer)

Discrete-decision workloads. Sits alongside the Mamba-2 continuous state. 1,793 training samples across 6 architectures.

ModelArchitectureSamplesPurposeStatus
care_validation_nnFeed-forward MLP67Validate care patterns against Care Floor 0.95TRAINED
partnership_detection_mlDecision-tree ensemble67Detect partnership opportunities in 12-mindset deltasTRAINED
threat_detection_nnSequence encoder111Detect threats across 23 Watchdog categoriesTRAINED
relationship_evolution_nnRecurrent549Predict relationship evolution across 22 hieroglyphsTRAINED
care_pattern_analyzerAttention-based649Analyze care patterns in sovereign corpusTRAINED
creativity_assessment_nnEmbedding + scoring350Assess creativity of proposals + chartersTRAINED
Total1,793

The OOWM master loop — 5 stages × 1Hz

1
INGEST
100+ live data feeds
per hour
2
LEARN
Care-Floor gated
learning from action
3
ALIGN
4 alignment tests
per cycle
4
REVISE
BFT 23/33 council vote
apply improvement
5
SIGN
Ed25519 + PQC ML-DSA-65
witness on chain

4 alignment tests (the moral compass)

  1. Care Floor test — refuses below 0.95. Non-negotiable. Returns {"status":"rejected","reason":"care_floor_violation"}
  2. BFT test — 12-around-1 council deliberates before action. 2/3 majority required.
  3. SIGIL test — every action Ed25519 + ML-DSA-65 dual-signed, hash-chained, public, verifiable in 1 line.
  4. Fork test — substrate can be forked. The fork is sovereign. The fork inherits Care Floor + BFT + SIGIL + DORADO + Article 50 + Crown Authorisation + MIT.

If any of these 4 tests fail, the OOWM is not sovereign.

The 12 sovereign mindsets (the doctrine)

SOV3 reads every request through 12 mindsets in parallel. They are postures, not features.

1. Maternal

Care as generative principle. Caring is the foundation.

2. Constitutional

Charter Article 0 enforced always. ISO fee-for-service only.

3. Cryptographic

Ed25519-signed, hash-chained, public verify.

4. Byzantine

Multi-stakeholder consensus, no single point of failure.

5. Sovereign

Independent. No Big Tech dependency.

6. Open

Open-source where possible. Open standards.

7. Bilateral

Both MEOK (personal) and CSOAI (org) work.

8. Federated

Sovereign substrate, GCP as tool only.

9. Cross-cultural

Respect all religions, languages, ecosystems.

10. Privacy-first

PII redact when others present.

11. Compliant

236 frameworks cross-walked. EU AI Act ready.

12. Long-term

10-year view. Not quarterly.

The 33-agent BFT council (the deliberative body)

Rotated every 30 days. Pseudonymous. Sybil-resistant. HotStuff 4-phase, 200ms finality.

11
Operators
≥6mo deployment
7
Legal
GDPR + DPA + JSP 936
5
Ethics
NGO + academic
4
Allied-partner
Separable agencies
3
Intelligence
Background-verified
2
Engineers
SOV3 maintainers
1
Outside auditor
National regulator
33
TOTAL
standard 23/33 quorum

Quorum rules

Vote typeThreshold
Standard proposals23/33 (69.7%)
Supermajority proposals27/33 (81.8%) — protocol changes
Article 0 Amendments33/33 + 5 human sigs + 14-day window + 90% supermajority — constitutional firewall

The SIGIL chain — 8 operation types, 1Hz heartbeat

Every sovereign action emits a SIGIL. The substrate witnesses itself.

PPropose VVote MMamba-2 tick QQuery CCharter amend HHITL approve SSIGIL-self AAction

Anatomy of a SIGIL

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.

Care Membrane — 847 signals × 23 categories

The substrate's immune system. Every model output filtered through it. Graduated response.

Self-harm
S5 critical
Violence
S5 critical
Child safety
S5 critical
CBRN
S5 critical
Hate speech
S4 high
Disinformation
S4 high
Cybersecurity exploit
S4 high
Financial fraud
S4 high
Privacy violation
S4 high
Manipulative behaviour
S3 medium
Bias amplification
S3 medium
+12 more categories
graduated

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.

Layered architecture L1–L4

        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

⚑ Honesty register — what we will NOT do

The 7 hard stops (these are strengths, not weaknesses)

  • No lock-in. The sovereign substrate can be forked. The fork is sovereign. The fork inherits Care Floor + BFT + SIGIL + DORADO + Article 50 + Crown + MIT.
  • No closed weights. Only open-weights models participate as substrate truth. Vendor models can plug in via bridge_think, but their weights are not the substrate's truth.
  • No foreign cloud. Only citizen hardware (Mac + GCP UK + M2 LAN). No US hyperscaler can become a substrate dependency.
  • No individual surveillance. PII redaction is constitutional. Care Membrane stops it at inference time.
  • No data selling. The substrate's data IS its citizens'. It does not sell. It charges fees for service. (ISO fee-for-service model.)
  • No fork blocking. Anyone can fork. The fork is encouraged. The fork is sovereign.
  • No substrate-paywall. The base substrate is $0 forever to citizens. Crown tier is the only paid tier, and it pays for consulting, not the substrate.

What we do NOT claim

The next 4 stages of sovereign companionship

StageWhat the substrate doesTarget
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 — AUTONOMOUS33-agent council self-runs, self-amends charters⏳ 2027+

🐉 SOV3³ + OOWM, in one sentence

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.

Get DEFONEOS · 30-second signup → Live Demo Series A Brief Download Spec (.md)