By 2028, Cyber Threat Intelligence (CTI) systems will experience a significant change , driven by the rising sophistication of cyberattacks . We predict a widespread adoption of machine learning-based CTI features , moving beyond Dark Web Monitoring legacy aggregation and assessment to anticipatory threat identification. The ability to connect CTI