AINeutralarXiv – CS AI · 8h ago6/10
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Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making
Researchers introduce MechSim, a neuro-symbolic framework that enables large language models to reason transparently about the assumptions and mechanisms underlying scientific simulators. The approach improves explainability and decision-making reliability in high-stakes simulation-driven applications by treating simulators as structured systems rather than black boxes.