If the Development Team realizes it has selected too much work to finish in the Sprint, the appropriate action is to work with the Product Owner as soon as possible in the Sprint to remove some work or Product Backlog items. This ensures that the scope of the Sprint is realistic and achievable, while still maintaining a focus on the Sprint Goal. It is important to address the issue early to ensure the team can complete the highest priority work effectively.