TAG ARCHIVE

autonomy-accountability

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

1 article|Published by Bonginkan

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 & GovernanceFebruary 14, 202617 min read

Responsibility Distribution in Multi-Agent Teams: Operational Allocation Without Accountability Blind Spots

Treat responsibility as a routing budget for execution, review, and exception handling

When several agents touch one decision, responsibility should be allocated explicitly rather than left implicit in logs or job titles. This article defines a practical responsibility vector for execution, review, approval, and human override. The goal is not to encode legal liability into a formula, but to prevent operational gaps where nobody owns the next action, the next check, or the next escalation.

team-designresponsibility-distributionautonomy-accountabilityallocation-functionsconservation-lawfail-closedgovernancezero-sum