Rules to Tools: Executable Checks for LLM Agents in Scientific Computing
A new tool, Rules to Tools (R2T), provides executable checks for scientific coding agents, improving program assessment accuracy in scientific computing.
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Evidence
- AarXiv cs.AIPrimary source2026-10-02 12:00
Scientific coding agents receive equations, boundary conditions, and output requirements in writing, then must assess the programs they revise
- AarXiv cs.AIPrimary source2026-10-02 12:00
Abstract: Scientific coding agents receive equations, boundary conditions, and output requirements in writing, then must assess the programs they revise. Rules to Tools (R2T) supplies prepared executable checks of public scientific requirements. Matched SciCode repair groups share written checks, starting programs, model, and budgets; the tool group receives a callable implementation.