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The U.S. Department of Energy and Arcee AI announced Genesis-Science-1 (GS1), an open-weight AI model designed for scientific computing workflows with a governed execution system that preserves reproducible records. The project involves contributions from national laboratories and aims to assist researchers with tasks like HPC code modernization, simulation campaigns, and materials science.