By 2028, Cyber Threat Intelligence (CTI) platforms will see a significant evolution, driven by the increasing sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI features , moving beyond traditional aggregation and analysis to proactive threat hunting . The capacity to connect CTI data from diverse