Psychometrics
The theory and practice of measuring attributes through observable responses.
Design Principle
Confidence
Systems should help people establish confidence in information, inferences and decisions.
Research foundations
Relevant research traditions and thinkers that inform this principle.
Validation Theory
Methods for establishing that measurements capture what they are intended to capture.
Measurement Theory
The conditions under which numbers can legitimately represent attributes.
AI Assurance
Methods for establishing that AI systems behave as intended across contexts of deployment.
Model Governance
The practices that ensure AI models are documented, versioned and accountable.