Core Viewpoint - The market for exam prediction materials, including "expert predictions" and "AI predictions," is thriving as the college entrance examination approaches, raising questions about their reliability and the underlying commercial motives [1][9]. Group 1: Market Dynamics - The variety of exam preparation materials available ranges widely in price, with some "predicted" or "exam-focused" materials costing as much as 300 to 400 yuan, compared to the more affordable simulated papers priced at around tens of yuan [1]. - The marketing strategies employed by various institutions, including the use of AI models for exam predictions, are seen as commercial tactics rather than reliable educational tools [11]. Group 2: Reliability of Predictions - The criteria for determining whether a question is "predicted" are overly broad, as demonstrated by a geometry question where the only commonality was the knowledge point being tested, leading to misleading claims of accuracy [5][9]. - Experts from the National Education Examination Guiding Committee emphasize that the content of predictions is based on established patterns in exam questions rather than genuine foresight [11]. Group 3: Role of AI in Exam Preparation - While AI predictions are deemed unreliable, some educators believe that AI can enhance study efficiency by generating knowledge frameworks and personalized study plans based on students' mock exam performances [13]. - Caution is advised regarding the over-reliance on AI for problem-solving, as students must maintain independent thinking skills to avoid being misled by AI-generated content [15].