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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Dominik Blain

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Preprint Oct 2026

IRONPROOF: COBOL-to-Python Transpilation with SMT-Based Equivalence Checking

Translating COBOL to a modern language can change what a program computes, and LLM translations carry no guarantee of equivalence. We present IRONPROOF, which parses COBOL into an intermediate representation, generates Python, encodes both as Z3 formulas over shared inputs, and emits either a machine-checkable equivale...

Dominik Blain · 0 citations

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