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Transformed in Translation: Two-Stage Structural Uncertainty in LLM-Based Scientific Autoformalization
Scientific autoformalization turns verbal accounts into executable mathematics, but executable code does not settle which model has been constructed. We examine two sources of structural uncertainty: the formalizer that generates a response law, and the recurrence that turns that law into trajectori
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