Will a newly created Hot Leads tag apply retroactively?

No, a newly created Hot Leads tag will not be applied retroactively to visitors who were previously identified. However, if a previously identified visitor returns to your site and meets the criteria for the new tag, the tag will then be applied to that visitor.