Edge AI applications in autonomous driving and robotics are showing genuine interest in HBM memory as a solution to DRAM bandwidth bottlenecks. SK hynix has already supplied HBM2E to Waymo's autonomous driving platform with automotive qualification, though these segments remain early-stage with limited near-term demand contribution.