HBF on KAD

HBF Reshapes AI Inference: High Bandwidth Flash Explained

Thu, 03 Sep 2026 23:55:20 +0800

HBF Reshapes AI Inference: High Bandwidth Flash Explained

The AI boom is reshaping far more than GPU architectures.

As large models continue to grow, AI infrastructure is increasingly constrained by the cost, capacity, bandwidth, and power consumption of memory. GPUs can deliver enormous computational throughput, but keeping them supplied with model parameters and inference data has become one of the industry’s most difficult engineering problems.

SK hynix and SanDisk Launch Open HBF Standard for AI Memory

Wed, 02 Sep 2026 22:04:03 +0800

SK hynix and SanDisk Launch Open HBF Standard for AI Memory

SK hynix and SanDisk have jointly released the industry’s first High Bandwidth Flash (HBF) technical specification, introducing a new storage and memory tier designed specifically for large-scale AI infrastructure.

HBM vs. HBF vs. HBS: Understanding the Future of AI Memory Architectures

Mon, 13 Jul 2026 01:35:31 +0800

HBM vs. HBF vs. HBS: Understanding the Future of AI Memory Architectures

As AI models continue to grow in size and complexity, memory architecture has become just as critical as compute performance. Today’s AI accelerators are increasingly constrained by data movement rather than raw processing capability, making high-bandwidth memory technologies essential for sustaining performance.