Probabilistic agent state layer. Bayesian belief tracking, surprise-driven updates, and immutable delta logs for AI agents that need to remember correctly over time. Paper: arXiv:2606.22030
python state-management memory information-theory probabilistic-programming bayesian ai-agents llm agent-memory knowledge-graph-alternative
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Sep 8, 2026 - Python