Introductory Summary Paragraph for the End:Semiconductor metrology is expanding its scope from transistor-level measurements to system-level performance validation for advanced 3D-IC and chiplet-based designs. Innovations focus on hybrid metrology, thermal and magnetic mapping, and AI-driven analytics to manage unprecedented complexity. This evolution is critical for enabling the heterogeneous...