AMD released ROCm 10.0, a major GPU acceleration library update featuring ROCm.AI—a new suite with CLI tools, AMD Skills repository, and Hyperloom auto-optimization software designed to simplify AI model deployment on AMD chips. The update transitions to TheRock build system, enabling PyTorch parity and cross-platform builds (Linux distros and Windows). Relevant for Thai SMEs exploring AMD-based GPU infrastructure for ML workloads and cost-sensitive AI development.