Shortages of advanced packaging, HBM memory, and lithography tools, intensified by geopolitical export controls, are driving up costs and delays for AI hardware.
TSMC's CoWoS packaging capacity, critical for AI GPUs, remains extremely tight. This constraint slows the availability of essential hardware. However, OSAT partners are intensifying their efforts to expand production, signaling a potential easing of ...
The lithography leader signals pricing power and a two-year production ramp as AI chip demand tightens the supply chain. The ripple effects for on-premise LLM deployments go far beyond GPU price tags.
PSMC's record 45% DRAM foundry price hike hits on-prem LLM hardware budgets. Its 3D AI Foundry unit targets 20% of revenue, signaling a strategic supply-chain shift for AI. TCO rises, accelerating interest in aggressive quantization and memory-effici...
Taiwan's memory sector turned in an exceptional June, spotlighting a factor often overlooked in local LLM deployments: the availability and cost of physical memory, the hidden infrastructure behind every inference.
Surging AI chip demand is draining global stocks of ABF substrates, the foundation of advanced chip packaging. The shortage, expected to persist until 2028, tilts the playing field toward major cloud providers and complicates plans for organizations ...
Bottlenecks in High Bandwidth Memory and CoWoS advanced packaging are redefining the AI hardware landscape. For TSMC, it’s a leadership boost, but for the broader ecosystem the core issue is structural: availability of GPUs and accelerators for on-pr...
