In this video, the teacher provides guidance on how to strengthen argumentative writing by ensuring that each reason is unique and supported by evidence. The teacher models the process of identifying repetitive paragraphs, combining them, and revising the reason statements. The video also emphasizes the importance of having multiple reasons to strengthen the overall argument.