What Is a CTF? A Capture-the-Flag (CTF) exercise is a hands-on competition or training format where individuals or teams solve security challenges to locate hidden pieces of data — called “flags.” These flags are typically short text strings or files concealed within intentionally designed, vulnerable environments. Think of it as a digital scavenger hunt where…

High-Bandwidth Memory (HBM) is a specialized, 3D-stacked computer memory architecture designed to provide massive data throughput by placing memory chips directly alongside a processor—such as a GPU—on a shared silicon base. Unlike traditional memory that sits further away on a circuit board, HBM uses vertical, high-speed connections to feed data to the processor at significantly…

Model distillation (also called knowledge distillation) is a machine learning technique in which a smaller “student” model is trained to replicate the behavior and reasoning of a larger, pre-trained “teacher” model. By learning from the teacher’s detailed outputs rather than simple right-or-wrong labels, the student captures much of the teacher’s capabilities while becoming significantly faster,…