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#machine learning Preprint Sep 2026

FORGE: Form-Optimal Routing of Grounded Evidence for Frozen LLM Agents

In agentic AI systems, frozen foundation models are increasingly deployed as closed-weight API endpoints, making downstream adaptation possible only through the inputs and inference procedures surrounding the model. As a result, for each input query, two coupled decisions largely determine both answer quality and token...

Xi Xiao, Yun-Bei Zhang, Chen Liu et al. · 0 citations

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