Lisa Su recently pointed out that the AI opportunity is shaping up to be even bigger than a lot of investors expect. She threw out some key numbers: the AI accelerator market could hit $1.4T by 2030, and total compute market around $2T by 2030. Another stat that stood out was monthly AI token consumption jumping 158x over the past two years. That kind of demand growth is why hyperscalers keep raising AI CapEx and expanding infrastructure. It isn't just the chipmakers that stand to win. The whole AI ecosystem could benefit: $Advanced Micro Devices(AMD)$  $NVIDIA(NVDA)$  $Micron Technology(MU)$  $Broadcom(AVGO)$  NBIS. AI demand is accelerating across every layer, from compute and memory to networking and cloud infrastructure. The next decade might end up being defined by the largest compute buildout in history.