That's a big no. What's actually happening is that TSMC is building a new factory in Arizona, including training a brand new US workforce. It remains to be seen whether it can even be done. Toyota famously failed with a similar attempt in Fremont, California.

It's a question of whether TSMC is successful because of some sort of strategy that is compatible with American work culture, or do the actual Taiwanese workers play a significant part in their success? Unanswered thus far.