Learning in the age of AI 

Beyond Right or Wrong 

Traditional assessment tells us whether an answer is correct. It rarely reveals why a student thinks that way.

Our approach combines carefully designed diagnostic questions with AI to identify the mental models behind students’ explanations. Rather than replacing teachers, AI provides evidence that supports professional judgement, helping teachers understand misconceptions, plan targeted interventions and build deeper understanding.

Evidence That Supports Teacher Judgement

Every report combines multiple sources of evidence, including the student’s answer, confidence rating and written explanation. AI analyses this information to identify likely mental models, explain why the thinking is reasonable and suggest practical next steps.

Teachers remain at the centre of every decision. AI provides insight; teachers provide the judgement that transforms insight into better learning.

Current work

  • Physics Partners

  • CERN

  • Judgement Lens

  • Teacher CPD