arXiv cs.LG
· Papers
Benchmarking the Residual: What Long-Horizon Evaluations Add Beyond Matched Short-Task Performance
arXiv:2607.27283v1 Announce Type: new Abstract: Long-horizon benchmarks often show that agents fail more as tasks become longer. This observation is useful for deployment, but it does not by itself explain why failure occurs. More stages create more opportunities for ordinary errors to compound; longer tasks may also c