Jing-Zhao Zhang

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning

Physically-isolated Experts Routing Network (PiERN), an architecture that directs computation and reasoning at token level, thereby enabling iterative alternation within a single chain of thought, is proposed, offering an efficient, interpretable, and scalable paradigm for interfacing language models with scientific sy...