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simulation

1 MARIA OS blog articles tagged simulation. Research operations, simulation labs, judgment science, recursive improvement, and experimental AI governance. This canonical topic archive supports search engines and LLM retrieval.

1 article|Published by Bonginkan

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.

Agentic R&D and Judgment Science

Research operations, simulation labs, judgment science, recursive improvement, and experimental AI governance.

Industry ApplicationsFebruary 14, 202638 min read

Civilization Economic Dynamics: Market Stability, Bankruptcy Cascades, and the 50/50 Valuation Rule Under Autonomous Cycle Pressure

Modeling contagion, portfolio behavior, and equilibrium conditions across three land types in a constrained 90-day economic simulation

The Civilization simulation values every property as 50% market price plus 50% AI-estimated value. This paper analyzes the economic consequences of that hybrid rule, derives stability conditions for three-land-type portfolios (Commercial, Innovation, Public), and applies contagion models to bankruptcy cascades. We show that the 50/50 rule creates a stability corridor that dampens speculative bubbles while preserving price discovery, and that this corridor narrows when LOGOS-driven economies increase effective trading frequency.

civilizationeconomic-dynamicsbankruptcy-cascadevaluationmarket-stabilitycontagion-modelportfolio-theorysimulation