By 2026 , Cyber Threat Intelligence (CTI) systems will experience a crucial shift , driven by the rising sophistication of threats. We expect a broad adoption of machine learning-based CTI functionalities, moving beyond traditional aggregation and analysis to proactive threat detection . The power to combine CTI information from diverse streams—i