By 2026 , Cyber Threat Intelligence (CTI) systems will undergo a read more crucial change , driven by the growing sophistication of malicious activity . We anticipate a broad adoption of machine learning-based CTI features , moving beyond legacy aggregation and analysis to predictive threat detection . The capacity to integrate CTI insights from va