AINeutralarXiv – CS AI · 9h ago7/10
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Evaluating Large Language Models in Scientific Discovery
Researchers introduce a scenario-grounded benchmark for evaluating large language models in scientific discovery, revealing significant performance gaps compared to general science benchmarks. The framework tests LLMs across biology, chemistry, materials, and physics through project-level tasks involving hypothesis generation and experimental design, showing that current models remain distant from achieving general scientific superintelligence despite demonstrating promise in specific applications.