TSMC’s $64 Billion Investment Signals Mega-Growth: Why Pivoting Away From The Titan Makes Little Sense

Shares of Taiwan Semiconductor (NYSE:TSM | TSM Price Prediction) and the broader basket of semiconductors have been incredibly choppy lately. And while the increase in turbulence might be a signal that a top (maybe even a 1987-style kind of top that Dr. Michael Burry warned of this week) is on the way, rotating out of a quality name like Taiwan Semiconductor as it continues putting its money where the growth is, I think, might be more of a panic-driven move more than anything else.

With the Taiwan-based foundry giant recently raising its capital expenditure as high as $64 billion to bring on more capacity, it certainly feels like the juggernaut is getting ready for a serious wave of AI demand to hit as it also looks to make extra room for edge AI (think the next generation of smartphones).

Indeed, there’s been unrelenting demand for AI, and there have been grumbles about the company not investing as much as it could have in expanding capacity, especially given how heated AI demand has been with no signs of letting up.

Is a mega-growth phase coming for TSMC?

Taiwan Semiconductor is known as quite a shrewd capital allocator, but with all of these firms standing in line for AI compute, raising the bar on CapEx only makes sense, especially when you consider that the line will only just keep getting longer.

In my view, Apple‘s (NASDAQ:AAPL) coming Siri AI launch and the iPhone 18 slate could kick off the on-device AI boom. Of course, DRAM and NAND are getting expensive, but as long as the AI-added value is there, I think Taiwan Semiconductor is going to be busy producing the next-generation 2nm Apple-designed silicon — incredibly busy, as it looks to keep its biggest customers happy in a rush that could be too much for even the great Taiwan Semiconductor to handle.

There’s a lot on Taiwan Semiconductor’s plate. And, arguably, the firm could certainly afford to be a bit more aggressive with its expansion plans since structural forces could make it so the fab juggernaut falls further behind as it scrambles to make enough chips to feed the demand.

Taiwan Semiconductor is scaling up, but it might not be fast enough

Any way you look at it, Taiwan Semiconductor is a master of scaling up. And, in due time, I do think it will keep steadily raising the bar as that line out the door keeps getting longer. It’s hard to think that the current climate could get any better for the firm, but, at the end of the day, Taiwan Semiconductor is in the Goldilocks zone, and it could stay there for some time, well before any of the bears have a chance to enter the front door.

Taiwan Semiconductor is going at a pace it’s comfortable with, even as leaders like Nvidia (NASDAQ:NVDA) top boss Jensen Huang encourage the firm to get going to expand capacity. In a corner of the tech scene where it’s easy to get a bit ahead of the skis, the company’s slight restraint, I think, is respectable, especially if an AI bubble concentrated in semis does look to bust in the second half of 2026.

Despite the latest CapEx raise, the company can’t move fast enough. As the firm noted, it’s not going to be able to produce chips fast enough. Given the amount that hyperscalers are spending, perhaps Taiwan Semiconductor could remain the bottleneck for quite some time, as the line stays long enough for the fab giant to call the shots in this AI revolution.

The bottom line

With so many firms dependent on it, Taiwan Semiconductor could easily increase CapEx by tens of billions more and get rewarded for it by Wall Street.

After a nasty summer slide, the stock goes for 36.6 times trailing price-to-earnings (P/E), which, in my view, is way too cheap, given the company’s arguably one of the best places to be in semis. Until capacity expands rapidly, everyone will just need to wait on Taiwan Semiconductor.

Contact [email protected] for any questions or corrections.