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.
Using Claude’s Extended Thinking in Class
January 22, 2025
Claude’s extended thinking can act like a tireless “worked example partner” in your classroom, making complex reasoning visible instead of hiding it behind final answers. This article shows how to use Claude to model clear, step-by-step thinking, then gradually fade support so students do more of the heavy lifting themselves. You will see how to design prompts, build subject-specific routines, and keep productive struggle alive. We will also look at metacognition, academic integrity and practical safeguards, with low-prep ideas you can try next week.
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.
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.
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.
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.
Digital Citizenship and AI
October 24, 2024
As AI tools move into everyday schoolwork, they must become part of digital citizenship, not an optional extra. This article gives teachers age-banded, ready-to-teach mini-units that weave online safety, ethics and academic integrity into practical AI activities. With examples from primary through to upper secondary, and options for low- or no-device classrooms, you can help pupils actually practise responsible AI use rather than simply memorising rules. Includes ideas for classroom routines, pupil agreements and ways to link lessons with school policy and home.
Google NotebookLM for Students
October 3, 2024
Google NotebookLM is an AI-powered notebook that lets you turn scattered notes, PDFs and lecture slides into structured study companions. This practical guide walks secondary and university students through concrete workflows for readings, revision and exam prep, while drawing clear lines on what counts as cheating. You will learn how to organise sources, generate practice questions, and use AI explanations safely. We also cover privacy, consent, and how to align your use of NotebookLM with school or university AI policies.
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.
Explaining AI to Parents
September 24, 2024
As schools adopt AI tools, parents are asking understandable questions about safety, learning and the future of teaching. This practical guide offers a ready-to-use script bank to help you explain AI in clear, calm language that works across cultures and languages. You will find FAQ-style talking points, adaptable email and newsletter templates, and phrases that align with existing AI, safeguarding and data policies. Use it to support consistent messages across your website, parent meetings and everyday conversations, while building trust and partnership with families.
AI Detection Accuracy: The Evidence
September 19, 2024
AI writing detectors promise to spot ChatGPT-style text, but independent research paints a far more complicated picture. This article synthesises what studies actually show about Turnitin, GPTZero and similar tools: their accuracy, false positives and worrying biases, especially for multilingual and high‑performing students. It then translates that evidence into concrete guidance for schools on when not to use detectors, how to respond to AI flags, and what to do instead. The goal is a fair, defensible approach to assessment that protects academic integrity without harming the very learners we aim to support.