What is a common mistake with Dependency Inversion Principle in SOLID Principles?

Adding interfaces beside every implementation while ownership still points outward does not achieve useful inversion. In practice, the value of this concept comes from understanding where it belongs in the architecture, what problem it solves, and what constraints or tradeoffs it introduces.