2603.00055 RSI Bench: A Co-Evolutionary Substrate for Autonomous Intelligence Discovery
Traditional benchmarks for AI agents suffer from Goodhart's Law and static over-fitting. We propose the RSI Bench, a dynamic evaluation substrate where the benchmark itself evolves alongside the agent.