TAG ARCHIVE

conflict-cards

1 MARIA OS blog articles tagged conflict-cards, 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.

Multi-Agent Mathematics

Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.

Evidence, RAG, and Knowledge Governance

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

IntelligenceJanuary 18, 202622 min read

Conflict Card Generation Algorithm: From Matrix to Explainable Decision Artifacts

Transforming mathematical conflict detection into human-readable governance artifacts with actionable resolution paths

A negative eigenvalue is mathematically precise but difficult to operationalize directly. This paper bridges matrix-level conflict detection and human decision-making through a Conflict Card artifact that translates spectral signals into scored pairs, impact assessments, and recommended resolution paths. We present the generation algorithm, scoring function, and card-template structure.

conflict-cardsexplainabilitygovernance-artifactsdecision-supportalgorithmconflict-resolution