Near-Memory Computing and the AI Memory Wall - Qualcomm

This analysis explores the fundamental transformation in semiconductor industry driven by artificial intelligence, focusing on the concept of the AI memory wall. The article reveals that while computi... Read original →

Qualcomm’s bet on near-memory computing reflects a strategic pivot to the new AI performance paradigm: data movement, not raw compute, is now the bottleneck. This shift pressures DRAM and advanced packaging ecosystems—HBM, CoWoS—to co-evolve, while enabling competitive AI inference on mature nodes, potentially diluting the impact of U.S. export controls. NVIDIA will likely accelerate Grace Hopper integration, while MediaTek and Samsung rush low-power AI SoCs. Within 18 months, the industry’s focus will migrate from the ‘memory wall’ to the ‘communication wall,’ with firms owning compute-memory co-design IP gaining decisive edge in edge AI markets.