China's DeepSeek took the world by storm this week by introducing an AI model that runs efficiently on older NVIDIA GPUs, using only a tiny fraction of the budget OpenAI, Meta, Tesla, Microsoft, and others have spent building their AI infrastructure. It has raised serious questions about future spending for AI build-outs.