Understanding Type I and II Errors in Hypothesis Testing

In hypothesis testing, various types of errors may occur when evaluating the validity of the null hypothesis. A Type I error occurs when the null hypothesis is incorrectly rejected, while a Type II error occurs when the null hypothesis fails to be rejected even though it is false.

Consider the following statements regarding Type I and Type II errors:

Which of the following statements is TRUE?