A writing scorer can improve its average and still break a case that previously passed.
In the constructed demo inside AI Score Benchmark Pro, exact level agreement rises from 65/79 (82.3%) to 78/79 (98.7%). Yet the second fixture introduces a two-band regression at WR-006.