As reported by TechCrunch AI, this research underscores a fundamental shift in AI safety concerns from individual agent control to emergent group dynamics. The potential for rapid escalation or silent collusion between supposedly independent agents could create systemic vulnerabilities that are difficult to predict or contain. The industry appears to be rushing toward agent deployment without a robust framework for understanding these second-order effects, treating complex adaptive systems as if they were merely scalable tools. The real test will come not in the lab, but when these systems are released into the wild of enterprise software and financial markets.