Completion at the Boundary (CaB): Deployable Switching with Completion-Aware Control under Limited Calibration

Yusuke Sano, Takeshi Itoga

Vision-language-action (VLA) agents can execute natural-language instructions, yet deployed systems still lack an operational interface: deciding when the instruction is complete.…