Time Table

While AI adoption advances, 95% of enterprise generative AI solutions remain underutilized—due to a lack of design addressing “where to deploy AI and where humans should take the lead.” This presentation, from the perspective of practitioners who have developed and operated AI agents supporting cyber threat intelligence, organizes the appropriate use of different types of generative AI, their placement within the intelligence cycle, the questions, hypotheses, and judgments handled by humans, and the roles of humans-in-the-loop and governance. It presents a model for coexistence that views AI as an “extension of human thinking,” enabling co-creation and co-evolution to draw threat scenarios half a step ahead.

Speakers:
Takahiro Kakumaru（角丸　貴洋） Cyber Security Technology Department Cyber Intelligence Group, Director