TAG ARCHIVE

distribution-shift

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

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.

Agentic R&D and Judgment Science

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

Meta-Insight Under Distribution Shift: Change-Point Governance Loops for Enterprise Agentic Systems

An operational architecture for detecting non-stationarity, throttling unsafe adaptation, and restoring decision quality under drift

This article outlines change-point detection, bounded policy updates, and fail-closed escalation for distribution-shift governance.