➀ 3D design with HBM is critical for advanced semiconductor systems; ➁ Large system designs require multi-chiplet integration; ➂ Multiphysics and ML are essential for optimizing performance and reliability.

➀ The manual process of migrating DRAM chips between process nodes is a challenge; ➁ Cadence's Virtuoso Studio tools enable AI-driven design migration; ➂ AI-powered flow automates the migration process, improving productivity and reducing engineering effort.