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code-generation

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python llm hallucination validation code-generation sform
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Python LLM hallucinating 'builtins.*' identifiers as numeric defaults in generated form specs
LLM-generated calculator/form specs use Python-like identifiers (builtins.income_monthly, builtins.expenses_annual, builtins.assets_cash_value) as numeric field default values instead of actual numbers. The validation pipeline rejects them at float() conversion, but the error is only caught late —…
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