How can blocking async calls cause a deadlock if async calls aren't necessarily executed on a different thread?

Question

I recently read Stephen Cleary\'s post regarding possible deadlocks that occur when we call async code in synchronous methods here: https://blog.stephencleary.com/2012/07/dont-b