Bounded, monitored, reversible.

• Published records have human-reviewed evidence and visible applicability.
• Security, privacy, accessibility, performance and data-quality checks are documented and repeatable.
• Monitoring, correction intake, backup and rollback have named operational procedures.
• Coverage limits and alpha status are prominent on every public page.

The review records observed reader value, accuracy, correction volume, operator time, incidents and monthly cost, then chooses proceed, narrow, pause or stop.