No. The Pico will only draw as much as it needs at any time, as long as you supply it with the correct voltage.
OK, I assume you've read into the TB6600 and are aware of how to use it. I don't have one or have used one, so can't comment. Only that the maximum permissible input voltage is 40V, with a recommended maximum of 36V.