Metrics That Write Themselves: Evolving an Evaluator from Its Own Blind Spots.

arXiv:2608.18744v2 Announce Type: replace Abstract: Agents improve quickly against a reliable automatic metric and stall without one, and the applications that need them most, report generation among them, are the ones nobody knows how to score. Can the metric