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As the wiring density required for AI workloads increases, 2.5D packages are emerging as a less complex option than 3D, but they remain vulnerable to thermal deformation, delamination, and electromigration. Recent studies are examining copper microstructure and deep-learning models to predict failure points and reduce simulation costs.