AMD is shifting its core business strategy to challenge Nvidia's dominance in the AI accelerator market. The company moves beyond its traditional CPU strengths to prioritize high-performance GPU clusters. This pivot targets the massive compute demand of large language models. Success depends on whether AMD can scale its software ecosystem to match its silicon.