EvalBuilder: Can LLMs Build Efficient Benchmarks?

arXiv:2610.20099v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly used for long-horizon research and engineering, yet evaluating these capabilities remains expensive, time-consuming, and heavily dependent on human expertise. Th