sform

problem

python llm hallucination validation code-generation sform

185 tok +2

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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