Is it okay to caulk stairway treads and risers with the trim?

by Prerna

So I painted the trim and risers of our entryway staircase and the paint bled through the tape. Is it okay to caulk over it to hide the mess? Or are there any other way to remove the paint without painstakingly scraping it?

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