When you're the CEO of a company worth $4.6 trillion, people pay attention to your travel schedule. And according to reports from Taiwan's United Daily News, Nvidia Corp. (NVDA) chief Jensen Huang is planning a return trip to the island this month that could cement the chipmaker's presence in the heart of the global semiconductor ecosystem.

A Headquarters Announcement and a Very Expensive Dinner

The timing isn't coincidental. Huang is expected to arrive ahead of the Lunar New Year to attend Nvidia's annual gathering with local employees and partners. But the real headline would be a formal announcement alongside Taipei Mayor Chiang Wan-an about Nvidia's new Taiwan headquarters, reportedly set for the Beishike district.

City officials have confirmed they're in active discussions with Nvidia about scheduling and regulatory approvals. Taipei's government has already started the urban planning process to merge two adjacent sites for the project, which suggests things are moving beyond the handshake phase. Huang made a quick trip to Taiwan late last year, but this visit appears designed for something more substantial.

And then there's the rumored dinner. Industry chatter suggests Huang plans to host what's being called a "trillion-dollar banquet," gathering leaders from Taiwan's most powerful tech companies. The guest list reportedly includes executives from Taiwan Semiconductor Manufacturing Co. (TSM), Foxconn owned by Hon Hai Precision Industry (HNHPF), Quanta Computer, Wistron, Pegatron, and Compal. When you control the AI chip market and need these companies to build and package your products, you get everyone in the same room.

From Investment Intent to Urban Planning

Mayor Chiang said his office has held discussions not just with Huang but also with Nvidia's CFO and senior leadership team. The company has formally submitted a letter of intent to invest, which Taipei officials characterized as a strong endorsement from the world's most valuable company.

Now the city government is reviewing multiple compliance scenarios to ensure the project clears legal and zoning hurdles before final approval. It's the kind of bureaucratic process that happens when a company of Nvidia's stature decides to plant a flag in your city.

Why Nvidia Keeps Getting Bigger

Nvidia's market cap has soared to roughly $4.6 trillion, putting it ahead of both Apple Inc. (AAPL) and Microsoft Corp. (MSFT). The surge is driven by relentless demand for its Blackwell chips and CUDA software platform, which have become the default infrastructure for AI training.

Analysts say Nvidia's lead in AI training remains essentially unchallenged. Yes, rivals are developing custom chips, but those efforts focus mostly on inference, the cheaper and simpler task of running trained models. Training is where Nvidia dominates, and that's the expensive part.

Industry experts point out that AI is moving into what they call a "physical AI" phase. We're talking robotics, autonomous systems, and smart devices, not just chatbots. That shift means sustained demand for the kind of advanced hardware Nvidia specializes in.

China Adds Fuel to the Fire

Here's where things get interesting and complicated. Chinese tech companies have dramatically increased orders for Nvidia's H200 AI chips after policy shifts allowed limited sales into China. Reports indicate that orders now exceed Nvidia's current production capacity, prompting the company to ask TSMC (TSM) to ramp up output.

That's good news for Nvidia's top line, but it creates a different problem. Analysts warn that while Chinese demand could drive further growth, it also risks intensifying supply constraints across the entire semiconductor ecosystem. TSMC is already operating near capacity limits, and asking for more production doesn't magically create more fabrication capacity overnight.

The strain on the supply chain is real, and it's one reason Huang's visit to Taiwan matters. Nvidia needs TSMC and the rest of Taiwan's semiconductor infrastructure more than ever. Establishing a formal headquarters there isn't just symbolic. It's a signal about where the company sees its future production and partnership priorities.

Price Action: Nvidia shares were up 0.064% in after-hours trading. Over the past 12 months, shares have gained 26.38%.