TAG ARCHIVE

AI-constitution

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

1 article|Published by Bonginkan

Judgment OS / Decision Intelligence OS

Core MARIA OS research on turning organizational judgment into executable decision systems.

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.

TheoryFebruary 15, 202642 min read

Institutional Design for Agentic Societies: Meta-Governance Theory and AI Constitutional Frameworks

From Enterprise Governance to AI Constitutions: How Institutional Economics and Meta-Governance Theory Stabilize Multi-Agent Societies

Multi-agent AI societies require more than individual metacognition: they also require institutional design. This article formalizes agentic-company governance, derives social objective functions for AI-human ecosystems, establishes the Speed Alignment Principle as a stability condition, and presents an AI-constitution model with revision rules. In simulations across 600 runs, adaptive institutional frameworks reduced spectral radius from 1.14 to 0.82 while maintaining audit scores above 0.85.

metacognitioninstitutional-designmeta-governanceAI-constitutionagentic-companyMARIA-OSgovernance-densityspeed-alignment