How VLAs (Really) Work In Open-World Environments. - Amir Rasouli; Yangzheng Wu; Zhiyuan Li; Rui Heng Yang; Xuan Zhao; Charles Eret; Sajjad Pakdamansavoji (CoRR, 2026)