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TAG ARCHIVE

escalation-policy

1 MARIA OS blog articles tagged escalation-policy, 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.

TheoryFebruary 14, 202640 min read

Counterfactual Escalation Policy: Meta-Insight Routing for High-Impact Human Review

Estimate intervention value before handoff to reduce unsafe approvals and unnecessary escalations

Escalation is triggered when estimated causal benefit exceeds review cost, not by confidence alone.

counterfactualescalation-policymeta-insightcausal-inferencehuman-in-the-loopagentic-companydecision-governancerisk-controlSEO-research