Sure but Trump also doesn't support free trade, doesn't believe in it, and doesn't at all care about the fallout from ending it.
The Congress legally can revoke delegation of its tariff/tax power. But the political cost is too high. The tariffs will stick no matter what until the 2026 election. There is no chance 2/3rds of the House overrides a presidential veto.