TAG ARCHIVE

value-gates

1 MARIA OS blog articles tagged value-gates, organized as a Bonginkan topic archive for 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.

Evidence, RAG, and Knowledge Governance

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

Agentic R&D and Judgment Science

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

Safety & GovernanceFebruary 16, 202632 min read

Mission-Constrained Optimization in Agentic Companies

A Mathematical Framework for Value-Preserving Goal Execution

Local goal optimization often conflicts with organizational Mission. We formalize this conflict as a constrained optimization problem over a 7-dimensional Mission Value Vector, derive the alignment score and penalty-based objective, and present a three-stage decision gate architecture that prevents value erosion while preserving goal-seeking performance.

mission-alignmentconstrained-optimizationmvv-vectorvalue-gatesrecursive-self-improvementagentic-company