Nvidia has put 2 billion dollars into Marvell to deepen AI chip and networking cooperation. That matters because AI demand is shifting from chips alone to optical links, bandwidth, and power efficiency across the full stack. Sellers in silicon photonics, interconnects, and data-center components should expect buyer interest to move upstream fast.