TAG ARCHIVE

delay-budget

1 MARIA OS blog articles tagged delay-budget, 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.

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.

MathematicsFebruary 12, 202622 min read

Gate Control as Control Engineering: Stability Conditions for Multi-Layer Decision Gates in AI Governance

A control-theoretic framework for gate design where smarter AI needs smarter stopping, not simply more stopping

Enterprise governance often assumes that more gates automatically mean more safety. This paper analyzes why that assumption can fail. We model gates as delayed binary controllers with feedback loops and derive stability conditions: serial delay should remain within the decision-relevance window, and feedback-loop gain should satisfy `kK < 1` to avoid over-correction oscillation. Safety is therefore not monotonic in gate count; it depends on delay-budget management, loop-gain control, and bounded recovery cycles.

gate-controlcontrol-theorystabilityfeedback-loopsdelay-budgetfail-closedMARIA-OSgovernance