By 2026 , Cyber Threat Intelligence (CTI) systems will experience a crucial change , driven by the rising sophistication of cyberattacks . We anticipate a broad adoption of machine learning-based CTI capabilities , moving beyond conventional aggregation and assessment to predictive threat identification. The power to integrate CTI information from