HBM and its strategic importance

High Bandwidth Memory (HBM) is a fundamental component for modern GPUs, especially those used for training and inference of artificial intelligence models. Its high bandwidth allows transferring large amounts of data quickly, improving the overall performance of AI systems.

Geopolitical tensions and implications for AI

South Korea and Taiwan are the main producers of memory chips, including HBM. Any diplomatic or commercial tensions between these two countries could have a significant impact on the global HBM supply chain, with consequent repercussions on the artificial intelligence industry. Limited availability of HBM could slow down the development and deployment of new large language models (LLM).

For those evaluating on-premise deployments, there are trade-offs to consider carefully. AI-RADAR offers analytical frameworks on /llm-onpremise to evaluate these trade-offs.