January INSET AI Policy Sprint Pack
December 29, 2025
January is a practical moment to refresh your school’s AI acceptable use policy, especially after a busy autumn term and new governance developments. This sprint pack turns policy review into a focused 90-minute INSET session, with clear discussion prompts, lift-and-adapt clauses, and implementation steps for the first month back. It also highlights what has changed for 2026, including EU AI Act phase-in, updated DfE guidance, and the rise of long-context and agent-like tools.
DeepSeek V3.2 for Schools
December 19, 2025
DeepSeek V3.2 has sharpened a question many schools and MATs are now asking: when does an open-source frontier model genuinely reduce costs, and when does self-hosting create more risk than value? This article offers a practical decision-making framework for education leaders weighing public APIs, managed private hosting and in-house deployment. It looks beyond licence fees to governance, infrastructure, staffing and total cost of ownership, helping leaders judge whether DeepSeek belongs in a pilot, a procurement process or on a future roadmap.
End-of-Term AI Privacy Audit Checklist
December 17, 2025
End of term is one of the best times to review how AI tools are handling staff and pupil data. This practical checklist helps schools identify which tools have actually been used, what information sits inside them, who owns the accounts, and whether retention, export and deletion routes are clear. Using disappearing chat history after consent changes as a cautionary example, the article shows how to reduce risk before the holidays and set up simpler, safer governance for the new term.
LGR22 History with AI Source Criticism Workflows
December 16, 2025
History under LGR22 is about evidence, perspective, causation and justified conclusions, not just recall. This guide shows how Swedish teachers can use Meet the Character as the lead tool in a structured source criticism workflow, with concrete Gustav Vasa and Viking examples. It also shows how Concept Explainer, Quiz Generator and Lesson Planner can turn one strong AI activity into a coherent history sequence that is practical, inspection-ready and easy to repeat.
Claude Opus 4.5 School Briefing
December 12, 2025
Anthropic’s Infinite Chats feature changes how schools may use AI over time, especially for extended research, curriculum planning, and iterative drafting. The opportunity is clear: longer-running conversations can support richer projects and reduce repeated setup work. Yet schools also need stronger habits around evidence, privacy, safeguarding, and staff judgement. This briefing explains what changed, where the gains may be strongest, and how to build safe workflow patterns that do not drift into unsafe data sharing or over-reliance on one ever-growing chat thread.
Festive STEM Projects That Teach AI
December 10, 2025
Festive AI activities can easily become novelty lessons full of prompts, pictures and quick wins, but miss the core ideas pupils need to understand. This article offers three practical, paper-first projects that teach classifier rules, image recognition limits, and A/B testing through seasonal examples. Along the way, pupils explore features, training data, test data, evaluation, bias and false positives in ways that work across primary, secondary and mixed-access classrooms. The result is festive STEM work that feels engaging while still producing clear evidence of learning.
Vibe Coding Explained for Teachers
December 5, 2025
Vibe coding has quickly moved from tech circles into wider public discussion, but many teachers are left wondering what it actually means in practice. This article explains the term in plain English, why it matters for educational software, and how AI-assisted development could speed up the tools schools use every day. It also looks at the risks, from reliability and safeguarding to procurement and accountability, so educators can ask better questions before trusting products built at speed.
Gemini 3 Flash in Classrooms
December 3, 2025
Google’s move to Gemini 3 Flash as the default model will matter most in the small, repeated tasks that shape a teacher’s day. Faster replies can reduce friction when drafting emails, reformatting materials or generating quick classroom supports. Yet speed is not always the same as quality. In planning, differentiation and resource design, a faster model can produce tidy but thin outputs that need more checking. This guide explores where Gemini 3 Flash is likely to help, where caution is needed, and how schools can test the switch before it affects everyday workflow.
Black Friday 2025: AI Deals for UK Schools
November 28, 2025
Black Friday can feel like a rare chance to “save” on AI subscriptions, but schools don’t buy like consumers. This UK-school-first guide helps you judge whether an EdTech AI deal is genuinely cheaper over the year, and how to spot common dark patterns such as auto-renew traps, seat minimums, and misleading “free” add-ons. You’ll also find a practical 60-minute mini-procurement workflow with UK GDPR/DPIA prompts, safeguarding checks, approvals, budget coding, and cancellation controls.
ChatGPT Turns 3: Education Impact Assessment
November 28, 2025
Three years after ChatGPT’s release, schools have enough experience to judge what has genuinely become settled practice and what remains volatile. This impact review offers a practical, evidence-pack approach for leaders: what to measure, what to stop measuring, and which artefacts to collect so decisions are defensible. It maps key shifts in policy, classroom routines and assessment integrity from 2022–2025, then sets out a realistic 2026 outlook without triggering tool sprawl. It finishes with a one-page SLT/governor briefing template for decisions in the next 30 days.
December Countdown: End-of-Term AI System
November 25, 2025
December in schools brings a familiar spike: cover changes, heightened behaviour, last-minute events, parent/carer messages, and marking decisions that cannot wait. This article offers a practical 10-day “December Countdown” operating system: one AI-assisted micro-routine per day, designed to take 10–15 minutes and reduce mental load without handing over professional judgement. You’ll also get a safeguarding-by-design protocol, disclosure-safe language, and copy-and-adapt templates that keep data minimal, decisions human, and records tidy.
Microsoft Ignite: AI highlights for school ops
November 20, 2025
Microsoft Ignite can feel like a firehose of AI updates, but schools need a calmer translation into operational decisions. This briefing focuses on what typically changes for education, what to switch on (and what to leave off), and how to evidence choices for governors and senior leaders. You’ll find a practical “so what” filter, the handful of education-relevant AI highlights worth tracking, and a 30-day rollout checklist aligning M365 admin controls, data protection, safeguarding and assessment integrity.
Report Writing 2025: AI Tools Compared
November 18, 2025
Report writing in 2025 is less about “which chatbot is best” and more about whether your process is safe, repeatable, and defensible. This article compares leading AI assistants through a procurement-to-classroom lens, focusing on a practical comment pipeline: evidence in, tone-checked draft, moderation, and publish. You’ll find a rubric for evaluating tools, scenario-based workflows for individuals through to whole-school roll-outs, and concrete guidance on minimum-data inputs, tone consistency, and audit trails that satisfy DPO/SLT scrutiny.
LGR22 Three Years On: AI Gap-to-Tool Map
November 14, 2025
Three years into LGR22, many schools report real gains in clarity and progression, but also familiar friction: planning load, differentiation that scales, literacy access, communication, and documentation. This implementation review turns those recurring gaps into a practical “gap-to-tool” map, using defined AI workflows that support teachers without diluting professional judgement. You’ll find worked examples, governance red lines, and realistic time-savings across a full school year—plus a simple 90-day plan to trial, measure impact, and review what to keep.
Anti-Bullying Week digital citizenship response kit
November 12, 2025
Anti-Bullying Week works best when it moves beyond awareness and into response readiness. This practical “digital citizenship incident response kit” helps schools rehearse cyberbullying scenarios, use calm first-response scripts, and follow a clear reporting-and-recording route that pupils, staff and parents/carers can understand. You’ll find copy-and-adapt vignettes for KS2–KS5, guidance on evidence and safe storage, and curriculum links that join PSHE and Computing without turning it into a one-off assembly.