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Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

📄 Trending Paper (22⬆️): Agent benchmarks are growing fast, but no single benchmark touches more than four or five of the dimensions that deployment exposes. This paper aggregates the largest coordinated deep-dive of one MCP-based industrial-agent benchmark to date: fourteen parallel implementation studies covering new asse...

Source: HuggingFace_Papers

What it does

📄 Trending Paper (22⬆️): Agent benchmarks are growing fast, but no single benchmark touches more than four or five of the dimensions that deployment exposes. This paper aggregates the largest coordinated deep-dive of one MCP-based industrial-agent benchmark to date: fourteen parallel implementation studies covering new asse...

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Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents | ToolAI - StudioCentOS