Tacit Coordination Among Autonomous Systems
自主系統形成默契協調
Operation & Monitoring
Risk Description
When multiple independently operating pricing systems, after prolonged interaction, each learn not to initiate price reductions; due to unmitigated control gaps, price levels persist above competitive equilibrium, but with no communication or agreement on record, establishing concerted action is difficult, triggering compliance exposure and operational reputational costs.
Framework Mappings
MITRE ATLASAML.T0051
NIST AI RMFGOVERN 1.1
ISO/IEC 23894§6.4
MAESTRO
ISO/IEC 5338運作與監控
MIT AI Risk RepositoryDomain 6
Risk Treatment & Implementation Guidance
Monitor autonomous pricing for tacit coordination—convergence without communication; Detect implicit price-alignment patterns with collusion-detection algorithms; Build antitrust-compliance constraints into design to prevent learning coordinated pricing