By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a crucial shift , driven by the increasing sophistication of cyberattacks . We expect a broad adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to predictive threat identification. The capacity to connect CTI insights from varied feeds