A user-owned semantic operating kernel for AI, where experience becomes situated competence and changes how later work is understood and carried out.
causal-learning human-ai-interaction llm semantic-kernel context-management human-ai-collaboration ai-architecture context-engineering situated-competence competence-evolution
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Updated
Sep 27, 2026 - Python