Shun Gui

Robot Independent Intelligence: When Language Vanishes in Vision-Language-Action Models

In vision-language-action (VLA) models, robots typically predict actions from vision and language instructions. However, this paradigm limits their reasoning and decision-making space, reducing them to task executors rather than agents with human-like “independent intelligence.” Consequently, robots struggle to make de...