By 2026 , Cyber Threat Intelligence (CTI) systems will see a significant change , driven by the growing sophistication of threats. We predict a widespread adoption of machine learning-based CTI functionalities, moving beyond conventional aggregation and analysis to predictive threat detection . The power to combine CTI data from diverse feeds —in