The video about deep discussion explains how meaningful conversations can help people understand each other better. A deep discussion is not just small talk, but a conversation where people share ideas, feelings, experiences, and opinions about important topics. The video shows that deep discussions can improve communication skills and build stronger relationships between friends, family, or even classmates.