First thing that comes to mind is Sky Captain and the World of Tomorrow
https://youtu.be/5D-aYfrthJc?si=7SBWwF8Xq2uxxdLc
Angelina Jolie also starred in another movie called Changeling where she's looking for her son. I wonder if you're combining the two movies together?
Just random webpages that you took at face value because there's no way someone can publish misinformation on something as big and sophisticated as this internet thing.