Group discussions (GDs) are methodologies used to assess candidates' personality traits and skills, such as teamwork, communication, and leadership. They involve a group of candidates discussing a given topic for 15-20 minutes, allowing evaluators to gauge their contributions and interactions. Essential aspects include communication etiquette, knowledge of various subjects, and the ability to effectively summarize discussions, while common mistakes include emotional outbursts and poor communication skills.