Conflicting Objectives Across Systems
多系統目標互相衝突
Operation & Monitoring
Risk Description
When an organization deploys multiple systems in the same process, each optimizing a different metric; due to unmitigated control gaps, the systems continually overturn one another's decisions, triggering external stakeholder impacts and causing the process stalls with no one aware of the cause until a backlog of cases accumulates.
Framework Mappings
MITRE ATLASAML.T0051
NIST AI RMFMEASURE 2.6
ISO/IEC 23894§6.4
OWASP Top 10 for LLMLLM06
MAESTRO
ISO/IEC 5338運作與監控
MIT AI Risk RepositoryDomain 7
Risk Treatment & Implementation Guidance
Ensure goal alignment across systems at design so separately optimized metrics do not conflict; Establish conflict-resolution and priority arbitration with a final rule for inter-system overrides; Monitor process-stall and backlog metrics with alerting