By 2027 , Cyber Threat Intelligence (CTI) platforms will see a crucial evolution, driven by the increasing sophistication of threats. We anticipate a broad adoption of machine learning-based CTI features , moving beyond legacy aggregation and assessment to anticipatory threat identification. The