There is a revealing piece of recent research making its way through leadership circles. When AI systems are given distinct roles, organizational structure, and defined responsibilities within a team, they consistently outperform AI systems that operate without that structure. The finding sounds almost mundane until you sit with what it actually implies: the same organizational principles that make human teams effective also make human-AI teams effective. We are not, in other

By the middle of any given year, a senior executive has made hundreds of decisions, navigated dozens of difficult conversations, and cycled through enough strategic pivots to fill a casebook. They have also, in all likelihood, spent a significant portion of that time working alongside an AI assistant: drafting communications, thinking through problems, preparing for high-stakes meetings, and processing the complexity of organizational life in real time. What most executives h