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

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  1. TOOL · CL_300383 ·

    LLM tool selection heavily influenced by parameter schema, study finds

    A new study published on arXiv investigates how Large Language Models (LLMs) select tools within Model Context Protocol (MCP) systems. The research found that the parameter schema, which defines how a tool accepts input…

  2. TOOL · CL_256595 ·

    Ollama gemma4 renderer bug drops tool parameters, causing model errors

    Ollama's gemma4 renderer has a bug where it silently drops tool parameters named 'type' or 'description'. This causes the model to either invent a value for the parameter or omit it entirely, depending on the model size…