Is AMD finally getting a chance to challenge CUDA?

AMD has made a breakthrough in the AI chip market, with OpenAI, Meta, and Anthropic signing large-scale agreements and Microsoft planning to deploy its new Helios rack. Improvements to the ROCm software ecosystem and assistance from AI agents have given AMD its first real opportunity to challenge NVIDIA's CUDA dominance, though Helios mass production and cluster stability remain key hurdles.