By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a significant change , driven by the rising sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI functionalities, moving beyond traditional aggregation and examination to predictive threat identification. The ability to combine CTI ins