How were the Profile Engine accuracy numbers measured?

97.9% attribution accuracy on a 9-author, 108-document legal corpus, and F1 = 0.935 across 53,000+ Drupal-core comments. Each figure travels with the corpus it was measured on. The methodology summary is published — benchmark table, how the engine works, and what the numbers do not claim — so the measurements can be checked, not taken on faith.