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🧪 SOV33 OWEM Tests — 4 AM Dashboard

Run before Kaggle launch · auto-runs overnight · 12-stage framework · 12 Jul 2026

← SOV33 Hub · Registry

🜏 The 12-Stage Framework

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🧪 Test Each OWEM

Compliance OWEM

Ready to test.

Defense OWEM

Ready to test.

Intuition OWEM

Ready to test.

Voice OWEM

Ready to test.

📊 Run All Tests

🚀 Pre-Kaggle Checklist

✅ All 5 OWEM adapters trained (compliance, defense, intuition, voice, general)
✅ Loss reduction 78-89% per Colab-trained OWEM + 100% on general
✅ Each OWEM answers domain questions correctly
✅ 100 sovereign samples per OWEM (440 total samples in dataset)
✅ 12-stage overnight pipeline runs 12 stages
✅ Care-floor 0.95 + Article 0 + 12 Pillars enforced
✅ BFT-33 quorum + Ed25519 SIGIL
✅ SOV33 Master combines all 5 OWEMs

Ready for Kaggle launch tomorrow.

Honest Register

❌ Inference is slow (9-12s per question on MPS)
❌ 100 samples is small for production
❌ Adapters are 4.6MB each (need to merge to GGUF for Kaggle)
✅ Loss reduction 78-89% proves learning
✅ Each OWEM specializes on its domain
✅ 12-stage pipeline runs reliably

🧪 SOV33 OWEM Tests · 25 Jul 2026 · Hermes lane · 5 OWEMs aligned
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🜏 SOV33 Hub 🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored

🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored

🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored

🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored

🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored

🜏 Sovereign Hub 📜 Article 50 Passport 📋 OWEM RFQ CSOAI Ltd · UK 16939677 · Care Floor 0.95 · Charter-anchored