TAG ARCHIVE

expert-logic

1 MARIA OS blog articles tagged expert-logic, 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.

Evidence, RAG, and Knowledge Governance

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

Industry ApplicationsFebruary 12, 202636 min read

Underwriting Responsibility Inheritance: Formal Preservation of Expert Logic in Insurance AI

Ensuring that AI underwriting agents preserve the judgment structure of human experts through formal logic inheritance and responsibility chain verification

When an AI agent takes over underwriting decisions, the organization is transferring expert judgment into algorithmic form, not only automating workflow. Without explicit preservation checks, key decision patterns can be simplified or drift over time. This paper introduces a responsibility-inheritance model that verifies whether AI underwriting agents preserve the logical structure of expert decision-making.

insuranceunderwritingresponsibility-inheritanceexpert-logicformal-verificationknowledge-transfergovernance