ARIA

Problem addressed

Claims about AI systems can look strong until tested against adversarial scenarios and evidence.

Role in the architecture

ARIA is an evaluation capability that puts claims, assumptions and controls under pressure before narrative confidence becomes operational confidence.

Public value

It can be used in bounded evaluations to identify weaknesses, boundaries and missing evidence.

Relationship to the whole

The public version explains the problem space and high-level relationships. Proprietary mechanisms, internal models, schemas and decision logic are not published.