Amazon Web Services (AWS) unveiled servers powered by its Trainium2 AI chips, aiming to rival Nvidia in AI hardware. Apple and Anthropic will use Trainium2 chips, while Trainium3 launches next year. AWS claims cost-effective training for AI models with 40% savings compared to Nvidia. Both AWS and Nvidia rely on TSMC for chip manufacturing, but Nvidia faces supply chain constraints.