By 2026 , Cyber Threat Intelligence (CTI) systems will experience a major shift , driven by the rising sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI features , moving beyond legacy aggregation and examination to anticipatory threat identification. The ability to connect CTI data from diverse s