AINeutralarXiv – CS AI · 14h ago6/10
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BEAMS: Benchmarking and Evaluating AI for Modeling and Simulation
The BEAMS Initiative establishes benchmarks to evaluate AI tools for modeling and simulation, ensuring they complement human expertise rather than replace it. Testing reveals that current AI-enabled modeling tools excel at discussion and qualitative tasks but struggle with causal reasoning and quantitative error correction, with performance varying significantly across different LLM implementations.