Cheap Retrieval Baselines

A keyword prefilter undercut the governed metadata route in four preregistered rounds

The comparison buyers of AI data-governance tooling get shown is governed metadata against full-context stuffing; this harness also ran it against a cheap keyword filter, four times, under contracts frozen before collection.