It appears that dropping an async_std::task::JoinHandle will currently detach the task and allow it to keep running. Presumably this is intended behaviour in order to match std::thread::JoinHandle, it should probably be documented with a paragraph like that from std:

A JoinHandle detaches the associated thread when it is dropped, which means that there is no longer any handle to thread and no way to join on it.