“The demand for low-cost, lightweight, and high-strength cast alloys is increasing in fields such as aerospace and automotive. Experts have comprehensively summarized the micro pore solidification defects, analyzed the formation mechanism and limitations of prediction models, and pointed out the direction for the future development of solidification defect prediction models.”