Severity-weighted expected-loss evaluation for agents that touch money. Three finance back-office domains, mechanical ground truth, and a contamination certificate. Models are ranked by what their mistakes cost, not by raw accuracy.
Each task is an agentic back-office scenario with a deterministic seed, an… See the full description on the dataset page:
https://huggingface.co/datasets/caiotheodoro/lossbench-finance-v1.