Resources for teachers
Guides, accuracy data and practical thinking on AI essay marking for GCSE and A-Level English.
AO1, AO2 and AO3 at Every Level Boundary — GCSE English Literature Explained
What do AO1, AO2 and AO3 look like at each level boundary in GCSE English Literature? A practical breakdown of what examiners want and what moves students up.
Is AI Marking GDPR Compliant? What Schools Need to Know Before Using Ariel
Is AI marking GDPR compliant? Here's what Ariel does with student data — UK servers, ICO registered, no AI training on essays, DPA on request.
How AI Marking Keeps Teachers in Control of GCSE English Feedback
Worried AI marking will replace your professional judgement? Here's how Ariel keeps teachers in control — review, class analysis, whole-class feedback.
How Accurate Is AI Marking for GCSE English? Ariel's Methodology Explained
Ariel's AI marking accuracy for GCSE English: Literature MAE 1.70–2.22, Language reading questions 0.70–0.83 — tested blind against AQA examiner marks. Full methodology explained.
Is AI Marking Accurate Enough to Trust for GCSE English?
AI essay marking sounds impressive — but is it actually accurate enough to trust with your students' GCSE English work?