Site IntegrityDemonstrated real incidentv1.22.1

In plain English

This page is part of the technical reference. It keeps the expert detail but starts with a plain-language summary for first-time readers.

  • Why this matters: AI risk can come from the whole arrangement, not one obvious model.
  • What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
  • Technical version below: the expert terminology remains available and is linked through the glossary.

UI/UX Density Follow-Through v1.21.8

Evidence levelDemonstrated real incidentTechnical label: Demonstrated

This continuation pass applies the prior menu, footer, and type audit to the remaining public chrome that still spent too much viewport space on navigation and oversized headings.

Reason for continuation

The secondary research shortcut row was still competing with the primary menu and could create the same crowded strip on desktop widths. Footer machine-readable links also consumed a full column when they are supporting metadata rather than primary reader content.

What changed

Preserved rules