AINeutralarXiv – CS AI · 9h ago6/10
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OneReason Technical Report
OneReason introduces a novel framework for improving reasoning capabilities in generative recommendation models by addressing perception and cognition limitations. The approach combines semantic grounding of item tokens with multi-level chain-of-thought sequences, demonstrating that effective reasoning requires both language understanding and coherent interest modeling rather than scaling alone.