7+ hour, 44+ min ago  (1100+ words) Canonical shared-split public benchmark (adult-income dataset, mixed-type columns). The flagship engine at its default configuration reaches 95. 69 % overall QA score on the held-out test partition under a third-party QA harness. Per-column similarity, correlation preservation, and privacy metrics are emitted into the…...