Meanwhile, Ben didn't care who saw him beam over his Emmy-winning flame!
She supposedly doesn't want to act as much anymore so she can focus on her lifestyle website GOOP instead; but on Tuesday Gwyneth Paltrow was seen rehearsing for a new movie, spotted on set in North Carolina.
It's shooting back-to-back with Avengers: Infinity War. Gwyneth has been working on the Iron Man franchise with Downey for years.
She also appeared at the end of Spider-Man: Homecoming when Iron Man's Tony Stark proposed marriage to her.
While Gwyneth Paltrow's acting career may have taken a back seat to her lifestyle website and company GOOP, she's back at it here working on the set of the new Avengers movie.