In general, you cannot use numpy or scipy functions together with pytensor tensors. This is especially true for scipy, which is often calling to compiled code under the hood. These don’t know what pytensor symbolic tensors are, and can’t do anything with them.
You need to use an appropriate function from pytensor, or write your own if it doesn’t exist. See here, here, and here for examples/discussion.