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.

Liquid Layout Space Audit v1.21.6

Evidence levelDemonstrated real incidentTechnical label: Demonstrated

This release corrects layout problems visible in the live page review: wasted horizontal space, oversized headings, and media that was difficult to inspect at normal browser widths.

What changed

Why it matters

The site argues that AI risk is relational and ecological. The interface should therefore use width for relationships: cards, route maps, source grids, review tools, diagrams, and media stages. It should not use width for empty columns or oversized text.

Result

The update reduced wasted space by allowing article content and thumbnail grids to use the available shell before secondary panels claim width.

Boundary

This is a presentation and accessibility correction. It does not change Apex evidence labels, source boundaries, the report corpus, or the static-first motion behavior.