By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a major evolution, driven by the rising sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and examination to anticipatory threat detection . The capacity to connect CTI information fro