By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a major evolution, driven by the rising sophistication of malicious activity . We predict a widespread adoption of automated CTI functionalities, moving beyond traditional aggregation and examination to anticipatory threat detection . The capacity to integrate CTI insights from varied s