Jev and its open replicas choose among the options a caller supplies with a single forward pass, fast enough to decide inside an agent loop. We ask what such a model cannot decide, and find a simple limit: Jev cannot make a decision that an LLM makes only by writing out intermediate steps. On a benchmark that varies on...
Wang Yang, Xin-Peng Li, Yan-Yan Zhang et al.· 0 citations
The Trustworthy Physical AI (T-PAI) framework is developed, a theoretical framework that organizes key trustworthiness principles and provides a foundation for governing trustworthy physical AI systems.
Wang Yang, Hong-Xuan Liu, Xing-Hui Xu et al.· 0 citations
With the emergence of Physical AI, artificial intelligence is extending beyond screen-based applications to embodied systems that perceive, interact with, and act in the physical world. Unlike traditional AI, Physical AI operates under real-time safety constraints, continuously interacts with dynamic environments, and...
Wang Yang, Shaojuan Wang, Hong-Xuan Liu et al.· 0 citations
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