ethical AI

A man in a shirt and tie sits at a desk, reviewing paperwork and using a laptop—possibly preparing for lesson observations—with shelves and office supplies in the background.

Authentic Feedback at Scale: How We Protect Quality, Wellbeing and Professional Judgement in the Age of AI

High-quality feedback is one of the most powerful drivers of learning, yet it has become increasingly unsustainable for educators. This article explores the feedback workload crisis, why timing and wellbeing matter, and how human-led AI can support authentic feedback at scale without compromising professional judgement.