By 2028, Cyber Threat Intelligence (CTI) systems will undergo a significant shift , driven by the rising sophistication of cyberattacks . We expect a broad adoption of machine learning-based CTI features , moving beyond traditional aggregation and examination to anticipatory threat identification. The capacity to combine CTI insights from varied st