Good morning. We're looking at a major shift happening right now in the global semiconductor industry, and it's all about artificial intelligence. This week, we've seen two announcements that tell us a lot about who's going to win the AI race. First, Marvell, the American chip designer, publicly announced it's completely dependent on Taiwan's TSMC for manufacturing its next-generation AI data center chips. Then, just days later, the president of Tokyo Electron stated that China simply cannot achieve semiconductor independence on its own. These aren't ra