By 2028, Cyber Threat Intelligence (CTI) systems will experience a major evolution, driven by the rising sophistication of threats. We predict a broad adoption of machine learning-based CTI features , moving beyond traditional aggregation and examination to anticipatory threat identification. The power to integrate CTI data from multiple sources �