Source-available research framework for measurable causal learning, reality-corrected cognition, and durable memory revision in AI systems. Human authority first. 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 9, 2026 - Python