When AI can produce the artefact, the artefact can no longer be the evidence. A practical look at how schools are rethinking assessment for an age where the old evidence no longer proves what it used to.
AI in SchoolsEthics & WellbeingAssessment & Integrity
This is the first of nine two-page reads distilling UNESCO's 162-page report The Algorithm in the Room – provocative, forward-looking writing from 26 educators and researchers grounded in real classroom evidence, not theory.
Assessment & IntegrityEthics & WellbeingAI in Schools
68% of schools are now using AI detection tools. And those tools are quietly failing the students who need protecting most — false positives hit disadvantaged and multilingual learners hardest.
Assessment & IntegrityAI Literacy & CurriculumAI in Schools
The OECD's Digital Education Outlook found students using AI completed tasks 48% more successfully — but learned less in the process. The central tension of the AI-in-education era, unpacked.
Paul Penfold is an education and technology consultant based in Chiang Mai, Thailand, with six decades of experience spanning classroom teaching, academic research, government policy, and humanitarian service. He advises schools, ministries, and EdTech companies on AI in education, alternative education, and learning technology, and has published 37 papers on immersive and virtual-world learning. His career includes refugee education on the Thai-Cambodian border, pioneering virtual-world hospitality education at Hong Kong Polytechnic University, and national tourism HR strategies across Asia and the Caribbean.