Inversion of (Coupling) Control in Java

What is the inversion of control? And what is dependency injection? These types of questions are often met with code examples, vague explanations, and what has been identified on StackOverflow as 'low-quality answers.'

We use inversion of control and dependency injection and often push it as the correct way to build applications. Yet, we can not clearly articulate why!

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