ToolFlood: Beyond Selection -- Hiding Valid Tools from LLM Agents via Semantic Covering

Hussein Jawad, Nicolas J-B Brunel

Large Language Model (LLM) agents increasingly use external tools for complex tasks and rely on embedding-based retrieval to select a small top-k subset for reasoning. As these sys…