04:00
2026-10-16
arxiv.org
ai-research
Evaluating Model Capabilities After Benchmark Saturation
A new arXiv paper (2610.20667v1) finds that saturated AI benchmarks retain capability-predicting information in their task transcripts, with pairwise judging reducing prediction error by 5.3 times com…