Is Serving-Time Language-Model Inference Necessary for Recommendation? Evidence from Generative and Agentic Settings

Kong Wang, Zhongke He, Xiang Chen +4

Language models (LMs) are increasingly used in recommender systems to generate recommendations or coordinate recommendation tools. However, does their strong performance imply that…