Two validity conversations in a time of AI

Summary

Dawson separates validating AI assessors from validating assessment when students have AI access.

One question concerns automated judgments of competence; another concerns evidence of student capability under uncontrolled AI access.

Dawson argues that wearable systems expose the fragility of designs relying on clean separation from AI.

Device-capability and market figures were not independently verified.