In this video, the teacher explains the importance of using strong and relevant evidence to support reasons in argumentative writing. The teacher provides examples and prompts for students to practice adding evidence to their writing. The video also discusses different types of evidence, such as facts, examples, personal stories, statistics, expert opinions, and quotes from texts.