CUDA 20年护城河一个周末崩了 ！Claude独自跑通AMD新GPU

TL;DR - AMD introduced ROCm.AI tooling that lets coding agents configure, debug, and optimize workloads on Instinct GPUs. Anthropic reportedly used Claude to bring up an MI355X system over a weekend, illustrating how agents could accelerate alternatives to CUDA.

• AMD Skills provides agents with validated ROCm knowledge and machine access through ROCm CLI.
• Hyperloom automates profiling, configuration testing, kernel generation, and benchmarking; AMD demonstrated a 38% MiniMax M3 throughput improvement.
• AMD is publishing AI-readable GPU instruction-set documentation so agents can perform lower-level optimization.
• Anthropic plans to deploy up to 2 GW of Instinct GPUs in AMD Helios systems and use Claude to improve ROCm workloads.