By 2028, Cyber Threat Intelligence (CTI) systems will see a crucial change , driven by the increasing sophistication of malicious activity . We expect a widespread adoption of AI-powered CTI features , moving beyond conventional aggregation and examination to predictive threat detection . The capacity to combine CTI information from diverse streams