Rapt AI, a leading provider of AI-powered AI-workload automation for the most popular GPUs and AI accelerators today, announced a strategic collaboration with AMD to redefine AI infrastructure management. This alliance aims to improve AI inference and training workload management and performance on AMD Instinct™ GPUs, offering customers a scalable and cost-effective solution for deploying AI applications.

You diligently monitor NVIDIA SMI, that ubiquitous command-line tool, feeling like you have a handle on utilization. But what does that output really tell you? The uncomfortable truth is: likely far less than you think. 

DeepSeek's recent breakthroughs in efficient Large Language Model (LLM) training are a watershed moment for the AI industry. Without smart orchestration, organizations can’t fully capitalize on the cost savings and performance gains that DeepSeek’s innovations promise.