Zhifeng TAN

Do Neuromodulator-Inspired State Prompts Generalize Across LLM Families? A Publicly Preregistered Audit of Output Length, Semantic Breadth, and Instruction Equivalence

Completed results, manuscript and full reproduction package for the publicly preregistered Route B study (preregistration: https://doi.org/10.5281/zenodo.22655376, published before any formal target output was generated). Using official GLM-5.2 and Qwen3.8-Max-0902 APIs, the stud...