Our comprehensive paper on how to make human-agent collaboration in dynamically changing environments sufficiently flexible and adaptive (i.e., fluid) just got published in Frontiers in Robotics & AI. We describe dynamic collaboration patterns observed in humans, discuss how those can be transferred to human-agent teams, and describe what models of theory of mind reasoning must and can be implemented in AI agents to that end.