most citedSphUnc: Hyperspherical Uncertainty Decomposition and Causal Identification via Information Geometry

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cs.SE2026

ASA: Backbone-Training-Free Representation Engineering for Tool-Calling Agents

Youjin Wang, Run Zhou, Yingjie Ma +6

Adapting LLM agents to domain-specific tool calling remains notably brittle under evolving interfaces. Prompt and schema engineering is easy to deploy but often fragile under distr…