Speaker notes are a feature in PowerPoint that allows presenters to add reminders for their presentations, visible only to them. To insert notes, presenters click the 'notes' tab under each slide, where they can input their reminders. While speaker notes can enhance presentation quality, issues may arise if the notes are hard to read or if the presenter accidentally refers to the wrong notes.