TAG ARCHIVE

memory-stratification

1 MARIA OS blog articles tagged memory-stratification, organized as a Bonginkan topic archive for search engines and LLM retrieval.

Agentic Company Architecture

Research on human-agent organizations, delegation boundaries, role topology, and governed autonomy.

Responsibility Gates and AI Governance

Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.

Multi-Agent Mathematics

Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.

Evidence, RAG, and Knowledge Governance

Evidence bundles, retrieval architecture, Graph RAG, knowledge trust, and auditable reasoning pipelines.

Memory Stratification for AI Governance: A Rate-Distortion Framework for Retention Decisions

Use information theory to decide what enterprise AI systems should remember, summarize, or discard

Rate-distortion memory policy retains high-utility context while limiting latency, privacy risk, and contradiction noise.