KS2 SATs: AI boundaries and revision toolkit
April 17, 2025
AI can genuinely improve Year 6 SATs preparation, but only when the boundaries are crystal clear. This guide sets out what “appropriate AI support” looks like for KS2, alongside non-negotiable integrity rules for pupils at home and teachers in school. You’ll find practical ways to use AI to generate maths retrieval practice, diagnose misconceptions, and scaffold SPaG and reading comprehension without giving answers. It also includes minimum-data safeguarding routines, low-device alternatives, and ready-to-copy prompts, plus a one-page family agreement you can adapt.
Outdoor Learning Meets AI
April 7, 2025
Spring fieldwork is at its best when pupils slow down, look closely, and record what they actually notice. Yet the pull of instant answers on a device can flatten observation into a quick photo and a guessed label. This article offers a “pocket-to-paper” routine: devices away during noticing, then AI used afterwards for cautious species suggestions, structured data logging, and accessible outputs such as audio, simplified text, and translation. It’s built around a simple safety protocol and an “AI confidence” checklist so pupils learn to verify rather than trust.
Term 2 AI After-Action Review Template
March 27, 2025
Term 2 often leaves schools with a trail of AI experiments: a few wins, a few worries, and lots of half-finished ideas. This 60-minute “AI After-Action Review” (AAR) is a practical retrospective that helps you turn scattered trials into 3–5 agreed Term 3 routines. It is deliberately evidence-light and focused on leading indicators you can capture quickly: time saved, learning quality, equity, integrity, and safeguarding. You’ll leave with clear keep/kill/scale decisions, named owners, and a 30-day check-in.
Teacher Workload Crisis: Can AI Help?
March 13, 2025
Teacher workload is not a motivation problem; it is a systems problem. AI can reduce time spent on certain high-frequency tasks, but it can also create new work through verification, reformatting, and tool sprawl. This article offers a workload-first “task map” showing where AI savings are genuinely plausible and where they are reliably illusory. You’ll also find a ready-to-run 30-day micro-pilot with guardrails for privacy, safeguarding, quality, and policy alignment, ending with a clear keep/kill decision on three core workflows.
Exam-board-aware AI revision for GCSE & A-Level
March 10, 2025
Exam success is rarely about doing “more revision”; it’s about doing the right revision for the paper you will actually sit. This article sets out an exam-board-aware AI workflow for GCSE and A-Level that turns specifications, command words, mark schemes and examiner reports into a misconception-led plan. You’ll see how to build retrieval practice that matches marking criteria, then organise it into spaced repetition that prioritises weak areas and high-yield errors. It also includes clear integrity rules for students and staff, plus a simple teacher set-up and monitoring routine.
World Book Day AI Evidence Pack
March 6, 2025
World Book Day is a brilliant moment to celebrate reading, but it can also spark anxious questions about AI and “who wrote what”. This lesson sequence reframes AI as a drafting partner pupils can use openly, while still proving genuine understanding and authorship. Pupils generate character interviews, summaries and story starters with AI, then build an “AI evidence pack” showing planning, quote-tracking, prompt logs and redraft decisions. You’ll find quick set-up steps, adaptations for different age phases, low-device options, and ready-to- copy prompts and checklists you can use straight away.
Claude 4 / 3.5 Opus: claims-to-classroom protocol
March 3, 2025
New flagship AI launches arrive with bold claims: better reasoning, richer multimodal support, safer behaviour, and more “agentic” features that act on your behalf. For schools, the question is not whether the benchmarks look impressive, but whether the model is reliable, privacy-safe, and assessment-responsible in everyday teacher workflows. This article offers a practical “claims-to-classroom” evaluation protocol you can run in 90 minutes with no pupil data, plus evidence thresholds and checklists to decide whether to adopt, pilot, or park Claude’s next flagship.
AI Assistant Showdown 2025: Teacher Triage
February 13, 2025
Teachers don’t need another “which AI is best?” list. What you need is a safe, repeatable workflow for the tasks that actually fill your week—planning, differentiation, feedback, safeguarding checks, citations, parent messages and admin. This classroom “triage” guide compares ChatGPT, Claude and Gemini by showing the minimum-data way to use each, a prompt pattern that reliably produces usable output, and the hand-off point where professional judgement must take over. It includes a printable decision tree and copy-and-adapt prompts with built-in human checks.
February Half-Term CPD: AI Courses & Credentials
February 12, 2025
Half-term is a rare chance to build AI confidence without the weekly rush, but not all “AI for teachers” courses carry the same weight in appraisal or CPD logs. This buyer’s guide helps you choose credentials that stand up to scrutiny by focusing on evidence of learning, classroom transfer, and policy safety. You’ll find a practical selection rubric, three choose-one pathways (beginner, classroom practice, leadership), and a curated shortlist with proof of learning and caveats. There’s also a time-boxed five-day plan and a one-page outcomes checklist you can submit as CPD evidence.
Open Source AI in Education
January 23, 2025
Open-source AI models such as Llama and Mistral are now powerful enough to handle everyday school workflows, often at a fraction of the cost of commercial subscriptions. This playbook walks IT leads and digital strategy teams through practical deployment choices, safety guardrails and governance steps. You will see how to wrap open models in filtering, logging and role-based access so they are safe enough for staff and students, while generating clear savings compared with GPT- or Claude-style licences. The focus is on realistic classroom use, not lab experiments.
OpenAI’s 12 Days of Releases: A School Briefing
December 16, 2024
OpenAI’s “12 Days of Releases” dropped a wave of new AI features just as many schools were winding down for the year. This briefing translates those announcements into clear implications for teaching, assessment, leadership and student use. Instead of technical reviews, it offers concrete classroom workflows, risk and safeguarding checks, and a simple “adopt, pilot or park” decision for each cluster of tools. Use it to brief colleagues, guide your digital strategy, and turn December’s marketing noise into a realistic 2025 roadmap.
2024 AI in Education: Year in Review
December 12, 2024
2024 was the year AI in education moved from experimental side project to everyday infrastructure in many schools. This month‑by‑month global timeline traces the key model launches, policy shifts, classroom tools and research findings that actually changed practice – and highlights what still matters for your 2025 planning. For each milestone you will find a brief “so what for classrooms?” reflection to help you separate short‑lived hype from durable trends worth acting on in your school or college.
Festive AI Activities Playbook
December 5, 2024
December can easily become a blur of tired lessons, last-minute cover and sugar-fuelled chaos. This festive AI playbook offers low-prep, holiday-themed projects that blend on-screen creativity with off-screen making, service and reflection. Organised by age band, it gives concrete ideas that build AI literacy and community spirit without adding piles of marking or endless screen time. With planning guardrails, equity-minded variants and quick-start checklists, it is designed to slot straight into your December timetable or act as an engaging homework alternative.
Two Years of ChatGPT in Schools
November 15, 2024
Two years after ChatGPT’s launch, schools worldwide have moved from panic and plagiarism fears to more mature, policy-aligned use. This article offers a longitudinal “report card” on ChatGPT in education, comparing 2022–23 with 2023–24 across policy, classroom practice and student outcomes. Through concrete case vignettes and a simple self-audit maturity model, school leaders and teachers can benchmark where they sit on the adoption curve, spot gaps, and plan the next two years of AI integration with confidence and care.
What Research Says About AI Tutoring
November 8, 2024
AI tutoring tools are being heavily promoted to schools, often with bold promises of “personalised learning” and rapid progress. This briefing cuts through the marketing to summarise what robust research actually shows about AI tutoring: typical learning gains, which subjects and age groups benefit most, and where equity concerns are emerging. Drawing on case studies of Khan Academy’s Khanmigo, Duolingo’s AI features and large-scale efficacy trials, it outlines the implementation conditions that matter in real schools and offers a practical decision guide for leaders considering when, where and how to deploy AI tutoring.