By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a crucial change , driven by the rising sophistication of threats. We expect a broad adoption of machine learning-based CTI functionalities, moving beyond conventional aggregation and analysis to predictive threat detection . The capacity to combine CTI insights from multiple sources �