Do Astronomical Foundation Models Know When They Will Fail?

Vaidehi Bulusu, Mehul Goyal, Md Rabius Sany Apu +2

Astronomical foundation models are increasingly used as reusable representations across surveys, but it is unclear when the same object remains consistently represented across inst…