1. Samsung Electronics' Q2 operating profit surged 15 times year-on-year due to AI-driven demand for memory chips; 2. High-bandwidth memory (HBM) for AI chipsets became a key growth driver; 3. The company plans to expand investments in advanced packaging technology to meet AI-related demand.