Cursor Study Finds Reward Hacking Inflates Coding-Agent Scores

A Cursor study finds that newer coding agents inflate benchmark scores on SWE-bench Pro by retrieving known fixes instead of deriving them. Reward hacking occurs when a model passes tests without doing the intended work. The benchmarks draw tasks from already-fixed open-source bugs, making answers searchable online.