EvalResearchBench: Can AI Agents Build Their Own Feedback for Recursive Self-Improvement?

arXiv:2610.04184v2 Announce Type: replace Abstract: Recursive self-improvement (RSI) relies on evaluation feedback to assess progress and guide further research, yet repeatedly running complex benchmarks is costly and slows iteration. Human experts reduce this