2 July 2026
The five questions regulators now ask about AI marking.
Determinism, evidence, human oversight, data boundaries and change control — the due-diligence pattern hardening across awarding bodies.
Full post coming to this space →
News · AI, education & qualifications
AI, education & qualifications.
Awarding bodies, centres and regulators working out what AI marking should be allowed to do — and what it must prove first.
18 June 2026
Assessors aren't the bottleneck. Re-reading is.
Centres that keep assessors reviewing evidence — instead of reading scripts cold — report the same oversight in a fraction of the hours.
Full post coming to this space →
27 May 2026
Resubmissions deserve first-class marking too.
Referred learners are the highest-stakes cohort in the building. Why attempt-keyed records and additions-checking matter more the second time round.
Full post coming to this space →