Why Multi-Agent Systems Need Coalition-Level Governance Records: Why logs and audit trails are no longer enough — and what coalition-level governance records must contain.

Key Points

• The research aims to highlight the inadequacies of current AI governance frameworks and propose a new structure for accountability in multi-agent systems.
• Analyzed existing AI governance frameworks
• Identified limitations of logs and audit trails
• Defined what coalition-level governance records must include
• Current frameworks are insufficient for accountability in complex systems
• Coalition-level governance records provide a more effective governance structure
• New records enhance oversight beyond traditional log-based methods

Abstract