The concept of negative marking in the UPSC preliminary exam stipulates that candidates lose 0.33 marks for each incorrect answer. This means that careful consideration must be given to each question before answering. It emphasizes the importance of accuracy over guessing, pushing students to focus on understanding and eliminating doubts in their knowledge. With a total of 200 questions in the initial phase, strategizing which questions to attempt is crucial to avoid unnecessary penalties.