topherinternational commented on issue #40119:
URL: https://github.com/apache/airflow/issues/40119#issuecomment-2282443345

   @eladkal @vatsrahul1001 I looked into this for the good-first-issue label 
but I am not sure how or if this should be "fixed." I don't see a way to 
re-call apply_defaults from inside `_set_relatives()`/`add_task()`, or to 
cleanly re-instantiate the task object. There could be a warning/error when a 
task gets a parent DAG and there are default_args, telling the user that the 
task won't have the args. 
   
   In any case I think the OP's confusion is legitimate as it's not obvious 
these defaults wouldn't be wired up whenever a task gets "adopted" by a parent 
DAG.
   


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