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ENTITY Soft Clamp

Soft Clamp

PulseAugur coverage of Soft Clamp — every cluster mentioning Soft Clamp across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_155487 ·

    New method Soft Clamp combats AI agent over-calling of tools

    Researchers have identified a failure mode in multi-teacher on-policy distillation for AI agents that use tools. This method, while improving tool-call recall, can cause agents to over-call tools inappropriately. The pa…

  2. RESEARCH · CL_133168 ·

    New Soft Clamp method tackles over-calling in agentic language models

    Researchers have identified a "behavior leverage imbalance" issue in multi-teacher on-policy distillation for agentic language models. This imbalance can cause models to over-call tools, even when direct answers are mor…