Source-available governed AI cognition architecture for bounded episodic execution, reality-corrected world modeling, evidence-gated skill synthesis, transfer challenge, replay validation, and human review. No AGI claims.
verification uncertainty traceability multi-agent-systems ai-safety human-in-the-loop ai-agents memory-systems planning-agents policy-enforcement world-models source-available causal-reasoning ai-governance agentic-ai belief-tracking runtime-assurance agi-research evidence-bundles causal-cognition
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Updated
Jun 27, 2026 - Python