A new framework called Influence-Based Team Steering (IBTS) enhances human-machine teaming by improving coordination and performance in diverse team settings without relying solely on human interaction data. This approach shows promise in optimizing AI collaboration, potentially transforming how AI agents work alongside humans in various applications.