By 2027 , Cyber Threat Intelligence (CTI) systems will undergo a crucial change , driven by the increasing sophistication of cyberattacks . We anticipate a broad adoption of machine learning-based CTI functionalities, moving beyond traditional aggregation and assessment to proactive threat detect