The text contrasts scientific thinking and critical thinking, highlighting the foundation of empiricism and its reliance on natural evidence as opposed to authoritarian evidence. It discusses the application of authoritarian evidence in education and evaluates the reliability of different types of evidence, including hearsay and revelatory evidence, which are deemed unreliable.