By 2026 , Cyber Threat Intelligence (CTI) platforms will undergo a significant change , driven by the rising sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI features , moving beyond traditional aggregation and examination to proactive threat identification. The capacity to connect CTI data from