HBF clearly has its place, but it still has gaps to fill before it can claim a spot in the memory hierarchy pyramid. We walk through the latest LLM model and inference workload trends, how Flash memory is actually used in LLM serving today, and the remaining challenges HBF has to solve.
Centered on Anthropic’s Project Glasswing and Claude Mythos Preview, this post explains why cybersecurity capability has jumped, how benchmark design is shifting, what real defensive findings looked like, and how developers should evolve their workflow with agents.
A hands-on walkthrough of Transformer-based LLM internals — from each module’s role to key optimization techniques.
Spec-Driven Development (SDD) is a new development methodology for the AI era, moving beyond prompt engineering to spec engineering.