Building AI Workflows That Stick
January 13, 2025
Many schools now have pockets of AI experimentation, but few have sustainable, whole‑school workflows that genuinely save time and improve teaching. This playbook is for school and college leaders who want to move beyond scattered pilots and build 3–5 core AI workflows that staff actually keep using. Focusing on governance, process design and behaviour change, it shows how to choose high‑leverage use cases, co‑design them with staff, integrate them into existing systems, and monitor impact lightly but consistently so AI becomes “the way we do things here”, not another short‑lived initiative.
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 Tools Refresh for 2025
January 7, 2025
2023–24 was the year many schools experimented wildly with AI tools. 2025 needs to be different: less novelty, more consolidation and safety. This pragmatic guide helps you map the fast‑moving AI landscape onto real school workflows, decide what to keep, what to switch, and what to quietly drop, and build a smaller, more sustainable AI stack that staff and students can actually master.
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 Resolutions for Teachers
December 30, 2024
Term 2 is when good intentions usually collide with reality. This practical AI resolutions checklist helps you turn New Year enthusiasm into six weeks of tiny, time‑boxed habits that actually survive once school gets busy. Each habit takes about ten minutes to set up, has clear boundaries, and comes with “stop if…” rules so you stay in control. Use it to test AI for planning, marking, in‑lesson support and communication without overhauling your whole practice – and finish the half‑term with a clear decision about what to keep, tweak or drop.
New Year Planning with AI
December 27, 2024
The first weeks of a new term are a rare chance to reset: to align curriculum standards, assessment data and resources into a coherent plan. Used well, AI can help you move from scattered documents and half-finished schemes to clear class goals and week‑by‑week teaching sequences. This playbook walks through practical workflows for turning standards, exam specs and last year’s data into AI‑supported plans that still meet departmental expectations. You will learn how to design goals AI can help you track, avoid workload traps, and set up reusable routines for mid‑term reviews. All with a strong focus on inclusion, professional judgement and whole‑school priorities.
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.
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.
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.
Year One Reflections on AI in Classrooms
November 28, 2024
After a full year of AI tools in everyday classroom practice, many schools are asking a simple question: what actually worked? This article draws on mini case studies from teachers across phases and subjects to surface the routines that stuck, the workflows that quietly failed, and the patterns that emerged in real classrooms. Rather than re-explaining tools or policies, it distils front-line experience into a practical set of repeatable strategies, red flags and "if we were starting again" tips to help schools refine their AI plans for 2025.
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.
Revision Techniques Powered by AI
November 19, 2024
AI can supercharge revision – but only when it rests on solid cognitive science rather than endless practice questions. This article shows how to “bolt” AI onto proven techniques like spaced repetition, retrieval practice, interleaving and exam-style questions, without diluting desirable difficulty. You will find parallel workflows for teachers and students, with concrete subject examples and ready-to-use routines. We also explore how to avoid over-reliance, cheating and cognitive offloading, so learners stay in charge of their thinking. A practical, research-informed playbook for exam preparation in any subject or school system.