AI conversations can become assessments when students have to think visibly

Claim

AI interactions can function as assessments when students have to question, interpret, annotate, and critique model responses in real time.

Stance

Supported by the source articles as an AI-in-education claim.

Evidence

Practical implication

Teachers can redesign vulnerable writing tasks into live, bounded AI interactions that make student preparation, questioning, interpretation, and reflection visible.