TAG ARCHIVE

responsibility-constraints

1 MARIA OS blog articles tagged responsibility-constraints, 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 14, 202618 min read

Team Design Topology: Practical Team Shapes for Throughput, Traceability, and Escalation Control

A design-oriented model for choosing between flat pools, meshes, and review cells

Enterprise agent teams should not be organized by analogy to human org charts alone. This article treats team shape as a controllable systems variable and compares flat pools, dense meshes, and hierarchical review cells using a stylized throughput model. The goal is not to derive a universal theorem, but to give operators a practical way to trade off speed, reviewer load, and responsibility traceability.

team-designtopology-optimizationagent-clustersdecision-throughputresponsibility-constraintsgraph-theoryhierarchyMARIA-OS