🧪 SOV33 OWEM Tests — 4 AM Dashboard

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

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🜏 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 4 OWEM adapters trained (compliance, defense, intuition, voice)
✅ Loss reduction 78-89% per OWEM
✅ 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 4 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 · 12 Jul 2026 · Hermes lane
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