The evolution of artificial intelligence (AI) is transforming the semiconductor industry, shifting the focus from sheer compute power to memory-centric architectures. As AI models grow to handle longer contexts, multi-turn dialogues, multimodal inputs, and advanced tool integration, the primary bottlenecks are no longer processing speed but memory bandwidth and latency, according to industry experts.