Core Viewpoint - The memory industry is not in a "super cycle" but is undergoing a structural transformation that allows for sustained higher value rather than cyclical fluctuations [3][7]. Group 1: Market Dynamics - The traditional memory industry followed a predictable cyclical pattern where slight oversupply led to price crashes, followed by reduced investment and eventual recovery [5]. - Major players in the memory market have shifted focus from aggressive capacity expansion to profitability, capital efficiency, and customer structure due to past experiences with oversupply and price drops [5][6]. - The demand for High Bandwidth Memory (HBM) is complex and requires strategic supply management, making long-term contracts essential for stability rather than just sales tools [6][7]. Group 2: HBM Market Requirements - To purchase HBM from SK Hynix, companies must meet three criteria: access to TSMC's advanced packaging capacity, the ability to operate large-scale data centers, and sufficient funding [9][11]. - The actual buyer pool for HBM has narrowed to large-scale data centers and companies like NVIDIA, Microsoft, Google, Amazon, and Meta, which can meet the necessary infrastructure and financial requirements [11][12]. Group 3: Structural Changes in the Industry - The memory industry is transitioning from a commodity-focused business to a solution-oriented business, with a greater emphasis on custom design and collaboration with clients [13][15]. - The construction of large data centers requires a comprehensive approach involving not just DRAM but also GPUs, HBM, packaging, networking, SSDs, and power infrastructure, fundamentally changing the supply chain dynamics [16][20]. - The demand for memory driven by AI data centers is no longer cyclical but is tied to long-term infrastructure investments by major companies, altering the nature of price fluctuations in the memory market [19][20].