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.
DeepSeek R1: A School-Focused Briefing
January 10, 2025
DeepSeek R1 is the first widely available “reasoning model” with open weights that schools could realistically self-host or buy into. This briefing explains what makes reasoning models different from normal chatbots, why DeepSeek R1 matters for teaching and assessment, and how its open weights reshape decisions about data protection, sovereignty and vendor lock-in. Aimed at senior leaders, IT leads and assessment coordinators, it offers practical examples, risk considerations and concrete questions to ask vendors in 2025.
AI Policy Watch: Government Updates
January 6, 2025
January 2025 marks a shift from AI experimentation to clearer expectations for schools and colleges. With new DfE guidance, the EU AI Act moving into force, and growing scrutiny from regulators and inspectors, leaders now need a concise, term-start action plan. This briefing translates the latest policy signals into practical steps for January–July 2025: where to tweak existing policies, how to adapt procurement and data protection, what staff training really needs to cover, and how to evidence “responsible AI” without rewriting everything from scratch.
Holiday Reading: Best AI in Education Books
December 20, 2024
The holidays can be the perfect moment to explore AI in education without the pressure of term‑time. This curated reading list is designed as a self‑directed CPD programme, not just a pile of worthy titles. Each book is mapped to specific school roles – from classroom teacher to senior leader, SENDCo and IT lead – with clear “try this in January” actions you can use straight away. Dip into one pathway or mix and match to build your own AI CPD plan that feels realistic, practical and grounded in everyday school life.
AI Predictions for UK Education 2025
December 18, 2024
2025 will be the year UK schools move from AI experiments to concrete decisions about policy, platforms and classroom practice. This briefing connects 2024’s global AI shifts with realistic UK scenarios for 2025, covering likely DfE and Ofsted responses, procurement and infrastructure trends, and emerging teaching patterns. It sets out three plausible paths for schools – cautious compliance, strategic consolidation and ambitious innovation – and offers simple, practical checklists for leaders and teachers planning from spring to autumn 2025. Designed for UK educators who want to stay ahead without the hype.
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.
Google Gemini 2.0: Multimodal power for classrooms
December 2, 2024
Google’s Gemini 2.0 release brings genuinely new multimodal abilities into reach for everyday teaching – from understanding live video and classroom images to working across documents, slides, websites and code in one conversation. This briefing unpacks what has actually changed compared with Gemini 1.5, GPT‑4o and Claude, in plain language for busy educators. You’ll find concrete, low‑risk workflows for lesson planning, delivery, feedback and accessibility, plus practical guidance on safeguarding, data protection and copyright in a Google‑centred ecosystem. We finish with realistic roll‑out tips and CPD ideas you can start this term without overwhelming staff.
Black Friday EdTech Deals 2024
November 25, 2024
Black Friday and Cyber Monday can feel overwhelming for schools, with AI and EdTech discounts shouting for attention. This guide helps you cut through the noise and focus on a small set of AI subscriptions and tools that are genuinely worth paying for in 2024. We look at data protection, long-term value, and how well tools fit into existing school workflows, rather than chasing novelty features or risky “lifetime” offers. Use it as a pragmatic buyer’s guide to decide what to upgrade, what to trial, and what to ignore this year.
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.
AI Tools for Parents’ Evening
November 11, 2024
Parents’ evening can be exhausting: stacks of reports, rushed conversations and notes you can barely read the next day. Used well, AI can help you turn existing gradebooks, comments and behaviour logs into clear, student-friendly summaries and focused talking points for every family. This step-by-step “evening-in-a-box” workflow walks you through how to prepare your data safely, generate balanced discussion points, rehearse difficult conversations and capture follow-up actions – all while respecting privacy, school policy and professional judgement. Practical prompts included, ready to copy and adapt.
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.
Claude Computer Use in Schools
November 4, 2024
Anthropic’s new Claude Computer Use feature turns Claude from a chat assistant into an “agent” that can click, type and navigate on your computer. For schools, this opens powerful possibilities – and serious risks – if treated as a student toy rather than a staff tool. This playbook explores how teachers and leaders can use Claude as a safe “school systems assistant” for admin, resource curation and audits, while putting in place clear guardrails, policies and human sign-off to avoid data leaks, safeguarding issues and over-automation.
Report Writing Season Survival Guide
November 1, 2024
Report-writing season does not have to mean late nights, rushed comments and exhausted staff. Used well, AI can slot into your existing reporting process and quietly remove hours of admin, without lowering standards or losing pupil voice. This practical, two-week playbook walks teachers and school leaders step by step through low-friction, policy-safe workflows – from gathering assessment evidence to drafting comments, checking tone and supporting parent communication – while keeping professional judgement and safeguarding firmly in charge.
Redefining Originality: Assessment in 2024
September 25, 2024
As generative AI becomes a normal part of students’ lives, traditional ideas of “original work” are under pressure. Instead of trying to catch AI-assisted cheating, teachers can redesign assessments so that authentic process, personal voice and contextualised evidence matter more than the final product. This article offers a practical playbook for reworking existing tasks into “originality by design” assessments, with concrete examples, rubrics and classroom routines. You will find strategies that make AI a transparent, bounded part of learning, rather than something to fear or detect.