TAG ARCHIVE

quality-assurance

1 MARIA OS blog articles tagged quality-assurance, 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.

ArchitectureFebruary 12, 202645 min read

Quality Assurance in Multi-Agent Parallel Execution: A Game-Theoretic Framework for Zone Partitioning and Gate Design

How responsibility gates and zone architecture can shift multi-agent conflicts from defection-prone dynamics toward cooperative equilibria

Multi-agent systems executing tasks in parallel face a quality challenge: conflict rates can grow quadratically with agent count. This paper presents a game-theoretic framework showing how responsibility gates and zone partitioning reduce conflict pressure while retaining high task completion. In evaluated settings, the design reported over 91% conflict-rate reduction with 98.7% task completion.

multi-agentgame-theoryparallel-executionzone-partitioningnash-equilibriumquality-assurance