By 2028, Cyber Threat Intelligence (CTI) platforms will see a significant change , driven by the growing sophistication of malicious activity . We anticipate a broad adoption of machine learning-based CTI features , moving beyond conventional aggregation and assessment to predictive threat detection . The ability to integrate CTI data from multiple