By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a major change , driven by the growing sophistication of threats. We anticipate a general adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to predictive threat detection . The capacity to integrate CTI data from varied sources —incl