Can LLMs Actually Audit Code, or Just Fix Commas? A 12-Task Security & Jailbreak Benchmark

This is a submission for the Kaggle Benchmarking Challenge. Public leaderboards love telling us how well models solve LeetCode problems or pass high school exams.