> How does it actually compare to other industries, namely defense, aerospace and oil.
The $12 billion given as the cost for TSMC's new Phoenix fab would buy you approximately 1 new Ford-class American aircraft carrier or a ~10% share in Canada's oil extraction industry.
Chip manufacturing really is the industrial big leagues.