AutoCode: Teaching LLMs to Author and Judge Competition-Grade Programming Problems
'AutoCode teaches LLMs to author and verify contest-grade programming problems using a Validator–Generator–Checker(+Interactor) loop and dual verification, achieving near-judge consistency on held-out tasks.'