By 2028, Cyber Threat Intelligence (CTI) systems will see a significant change , driven by the increasing sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI features , moving beyond legacy aggregation and examination to predictive threat identification. The power to combine CTI information from div