- Engineer — Learn: Academic framework applying reinforcement learning to OT defensive posture (monitoring, segmentation, deception) — no implementation artifact to deploy today, but relevant if you own ICS/OT infrastructure and are thinking about adaptive controls architecture.
- SOC/IR — Skip
- Leader — Learn: Research framing AI-accelerated attack tempo against OT as a design-level problem; useful background for leaders with ICS/SCADA exposure when building the case for adaptive OT security investment, but too early-stage to drive near-term decisions.