sovereign-intelligence-stack
ProductionThe canonical 5-layer sovereign intelligence architecture: recipe compiler, signal router, autonomous evaluation, apprenticeship engine, and intelligence observatory.
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Problem
AI systems lack the structural coherence to operate autonomously with sovereignty. Individual components exist but don't form a unified system.
Why It Matters
This is the complete architecture that ties everything together — from local inference to autonomous evaluation to observability.
Core Ideas
- Recipe-based development: specifications as executable artifacts
- Signal routing: dynamic dispatch based on task complexity
- Autonomous evaluation: systems that judge their own output
- Apprenticeship learning: agents learn from their own mistakes
- Observability: tracking intelligence across its lifecycle