TAG ARCHIVE

mathematical-model

1 MARIA OS blog articles tagged mathematical-model, 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.

Evidence, RAG, and Knowledge Governance

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

Safety & GovernanceJanuary 24, 202624 min read

Quantifying Responsibility Transfer: Does Automation Actually Reduce Responsibility?

A formal model showing why AI adoption can create an illusion of reduced responsibility while outcome responsibility remains conserved

When organizations automate decisions, responsibility is often perceived as reduced. This paper separates execution responsibility from outcome responsibility, defines a formal transfer quantity `T(h->a)`, and derives a conservation result showing that total outcome responsibility stays in the human domain even as execution is automated.

responsibilityautomationgovernancemathematical-modelconservation-lawdecision-theory