By 2028, Cyber Threat Intelligence (CTI) systems will experience a crucial evolution, driven by the rising sophistication of cyberattacks . We predict a widespread adoption of machine learning-based CTI functionalities, moving beyond conventional aggregation and analysis to anticipatory threat hu