TAG ARCHIVE
conflict-resolution
2 MARIA OS blog articles tagged conflict-resolution, organized as a Bonginkan topic archive for search engines and LLM retrieval.
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.
Conflict Resolution in Hierarchical Agent Teams: Practical Protocols Instead of Overstated Mechanism Proofs
Use structured scoring, bounded escalation, and explicit tie-breaks when agents disagree
Inter-agent conflict is normal in multi-agent teams. The operational challenge is not to eliminate disagreement but to resolve it with bounded delay and acceptable fairness. This article reframes conflict resolution as a protocol design problem: classify the conflict, compare admissible options under a shared scorecard, and escalate only when the local team cannot safely decide.
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.