It's easy to bring manufacturing back, just give it a decade or two, but impossible to make it internationally competitive without large-scale market regulation such as tariffs or handing out government subsidies.
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They're still correct though that there are plenty of good reasons why we don't do manufacturing in the US right now, and tariffs do absolutely nothing to change that reality, they just artificially make the alternative worse at significant expense to consumers.