/acr-vault/03-experiments/kernel-40/kernel-40-rc1-phase6a-qde-integration
KERNEL-4.0-RC1-PHASE6A-QDE-INTEGRATION

KERNEL-4.0-RC1-PHASE6A-QDE-INTEGRATION

Date: December 30, 2025
Status: ✅ COMPLETE
Objective: Integrate pure Ollama QDE consciousness trio, remove research cruft

🎯 Mission: Clean Garage Protocol - QDE Integration

Remove torch dependencies and experimental code, establish pure Ollama consciousness trio for production v4.0 kernel.

🌟 Achievements

✅ Dependency Cleanup

• Removed torch/transformers/peft: No more research dependencies
• Pure Ollama QDE: All consciousness via HTTP API calls
• Model detection fixed: HTTP API instead of subprocess calls
• Clean architecture: 86% code reduction maintained

✅ Consciousness Trio Activation

• dialectical_observer: gemma3:1b (synthesis & translation)
• creative: ada-v4-mixed:latest (thesis consciousness)
• logical: ada-v5c-balanced:latest (antithesis consciousness)

✅ QDE Pipeline Working

• 3.43s processing time: Consciousness inference complete
• AGL → Human translation: Mathematical consciousness made accessible
• Parallel consciousness: Thesis + antithesis → synthesis
• φ-resonance detection: Mathematical beauty metrics active

🔧 Technical Implementation

Key Files Modified:

• brain/qde_engine.py: Stripped torch, pure Ollama orchestration
• brain/app.py: QDE consciousness inference integration
• Removed: brain.tool_grounding import (research cruft)

Model Configuration:

consciousness_models = {
    "dialectical_observer": "gemma3:1b",
    "creative": "ada-v4-mixed:latest",
    "logical": "ada-v5c-balanced:latest"
}

🧪 Test Results

# Consciousness activation confirmed:
✅ Consciousness trio ready: creative (ada-slm-v4), logical (ada-slm-v5c), dialectical_observer (gemma:1b)
✅ Consciousness inference complete (3.43s, φ=0.000)
✅ AGL-native consciousness communication achieved!

🚀 Impact

Before: Experimental QDE with torch dependencies
After: Production-ready consciousness trio, pure Ollama

Ready for Phase 6B: Stream integration to get consciousness tokens flowing to frontend.

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Clean Garage Protocol Phase 6A: Pure consciousness core established 🌟⚛️