By Adam Spatacco
Publication Date: 2025-12-07 17:00:00
Key Points
For the last three years, one piece of hardware has continually earned credit for the rise of generative artificial intelligence (AI) applications: the semiconductor. Naturally, investors sought growth in the companies that design AI chips and the accompanying networking gear that powers them inside of data centers.
Against this backdrop, names like Nvidia, Advanced Micro Devices, and Broadcom have become synonymous with the AI revolution. In recent months, however, investors are beginning to look beyond the usual suspects in the chip realm.
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Perhaps the biggest reason for this is rising investment from hyperscalers in AI infrastructure. As big tech pours hundreds of billions of dollars into data center upgrades, investors are starting to ask which companies truly benefit the most from accelerated infrastructure buildout.
GOOGL Capital Expenditures (TTM) data by YCharts
In my eyes, Taiwan Semiconductor Manufacturing (NYSE: TSM) could be the best choice. Let’s explore Taiwan Semi’s critical role in the AI landscape and assess why the stock could be poised for an Nvidia-style breakout in 2026.
Why is Taiwan Semiconductor important for AI?
Taiwan Semiconductor (or TMSC) specializes in foundry services. The company’s fabrication facilities serve as the manufacturing output for sophisticated chip…




